BIBLIOGRAPHY
A: Journal articles and book
chapters
B: Conference papers
C: Monographs
Č: Membership in editorial
boards and program-committees
D: Unpublished articles and
technical reports:
E: Invited lectures and papers
F: Other lectures
G: Reviewing
I: Magazine and newspaper
articles
A: Journal
articles and book chapters
- A1.
I.Bratko, I.Kononenko, I.Mozetič: An Efficient Implementation of Advice
Language 2, Informatica 2/82, 1982
- A2.
E.Roškar, I.Bratko, I.Kononenko, M.Čuk, P.Abrams: An Application of
computer assisted multivariate statistical methods
and artificial intelligence to the diagnosis of lower urinary tract
disorders, Automatika let.26, št. 3-4, Zagreb, maj-august 1985
(pp.177-181)
- A3.
I.Bratko, I.Kononenko, N.Lavrač, I.Mozetič, E.Roškar, Automatic synthesis
of knowledge, Automatica let.26, št. 3-4, Zagreb, maj-august 1985
(pp.171-175)
- A4.
Strukturno avtomatsko učenje, Informatica, let.9, št.3, 1985
- A5.
I. Kononenko, I. Bratko, E. Roškar (1986) Sistem za induktivno učenje
Asistent, Informatica letnik 10, št.1, 1986
- A6.
I.Bratko, I.Kononenko (1986) Learning Diagnostic Rules from Incomplete and
Noisy Data, AI Methods in statistics, 16-17 dec. 1986, London (18 pages)
(poglavje v knjigi: B. Phelps (ed.) (1987) 'Interactions in Artificial
Intelligence and Statistical Methods', Technical Press)
- A7.
B.Cestnik, I.Kononenko, I.Bratko: ASSISTANT 86: A knowledge elicitation
tool for sophisticated users, poglavje v knjigi: I.Bratko, N.Lavrač
(eds.): 'Progress in machine learning', Sigma Press, 1987 (18 pages) (also
EWSL, Bled, maj 1987)
- A8.
I.Kononenko, N.Lavrač (1988) Terminologija programiranja v prologu -
Terminology of Prolog Programming, Informatica, letnik 12, št.1, 1988
- A9.
E.Roškar, P.Abrams, I.Bratko, I.Kononenko, A.Varšek (1986) MCUDS - An
expert system for the diagnostics of lower urinary tract disorders,
Journal of Biomedical Measurements, Informatics and Control, Vol. 1, No.
4, pp. 201 - 204
- A10.
Nevronske mreže, Informatica, letnik 13, št. 2, pp. 56-71, 1989
- A11. I. Kononenko & I. Bratko (1991) Information
based evaluation criterion for classifier's performance, Machine Learning
Journal, Vol.6, pp.67-80 - TXT.
- A12.
Bayesian Neural Networks, Biological Cybernetics Journal Vol. 61, pp.
361-370, 1989
- A13.
I.Bratko & I.Kononenko (1989) Automating Knowledge Acquisition for
Expert Systems, Elektrotehniški vestnik,
Vol.56,Št.2-4, pp.225-232.
- A14.
I.Bratko, I.Kononenko, N.Lavrač, I.Mozetič, E.Roškar (1989) Automatic
synthesis of knowledge: Ljubljana research. In Y.Kodratoff &
A.Hutchinson (eds.) Machine learning and human learning, Chichester:
England: Michael Horwood Limited
- A15.
Bayesian neural network based expert system shell, International Journal
of Neural Networks, Vo. 2, No. 1, March
1991, pp.43-47.
- A16.
Probability versus correlation in neural networks, International Journal
of Neural Networks, Vol. 3, No.2-3, 1992
- A17.
Naivni in nenaivni Bayesov klasifikator, Elektrotehniški vestnik, Vol.57,
No.5, pp.326-330, dec. 1990.
- A18.
Bayesove umetne nevronske mreže, Informatica, Vol.14, no.3, 1990,
pp.72-86.
- A19.
Comparison of inductive and naive Bayesian
learning approaches to automatic knowledge acquisition, Poglavje v knjigi:
B.Wielinga, J.Boose, B.Gaines, G.Schreiber, M. van Someren (eds.) Current
Trends in Knowledge Acquisition, IOS Press, Amsterdam, 1990. - PS
- A20.
Delno naivni Bayesov klasifikator, Elektrotehniški vestnik, Vol.58, No. 2,
1991, pp.83-87.
- A21.
Zvezne Bayesove nevronske mreže, Informatica, Vol.15, No.2.,
1991, pp.49-53.
- A22.
Inductive and Bayesian learning in medical
diagnosis, Applied Artificial Intelligence, Vol. 7, pp. 317-337, 1993.- PS
- A23.
Naive Bayesian classifier and continuous
attributes, Informatica, Vol.16, No.1, 1992, pp.1-8. - PS
- A24.
Combining decisions of multiple rules, In: Edited
by V. Sgurev and B du Boulay, Artificial Intelligence: Methodology,
Systems, Applications. Elsevier Science
Publishers, 1992 - PS.
- A25.
Successive naive Bayesian classifier,
Informatica, Vol.17.No.2, pp.167-174, 1993. - PS
- A26.
On Bayesian neural networks, Invited
paper, Informatica, Vol. 18. No.2, pp.183-195, 1994. - PS - 0.6MB
- A27.
I.Kononenko, S.Zorc (1994) A critical analysis of rough sets approach to
machine learning, Informatica, 18:305-313
- A28.
I.Bratko, B.Cestnik, I.Kononenko (1995) Attribute-based learning. Position
paper, ML-Net Newsletter
- A29. I.Kononenko, E.Šimec, M.Robnik (1997) Overcoming
the myopia of inductive learning algorithms, Applied Intelligence, 7:39-55
- PS
- A30.
M.Kukar, I.Kononenko, T.Silvester (1996) Machine learning in prognostics
of the femoral neck fracture recovery, Artificial intelligence in
medicine, 8:431-451
- A31.
B.Bešič, M.Kukar, M.Auersperg, M. Us-Krašovec, I.Kononenko (1997)
Prediction of survivial in patients with anaplastic thyroid carcinoma by
machine learning algorithms. Journal of Surgical Oncology (to appear)
- A32.
On Facts Versus Misconceptions about Rough Sets, Informatica,
20(4):465-468
- A33. I.Bratko, B.Cestnik, I.Kononenko (1996)
Attribute-based learning. Position paper, AI Communications 9(1):27-31 -
PDF
- A34.
Kononenko I., &
Hong S.J. (1997) Attribute selection for modelling, Future Generation
Computer Systems (in press). - PS
- A35.
Kukar M., Bešič N., Kononenko I., Aursperg M., Robnik-Šikonja
M. (1997) Prognosing the survival time of the patients with the anaplastic
thyroid carcinoma with machine learning, In: N.Lavrač et al. (eds):
Intelligent Data Analysis in Medicine and Pharmacology, Kluwer Academic
Pub.
- A36
B.Šter, M.Kukar, A.Dobnikar, I.Kranjec, I.Kononenko (1997) Experiments
with machine learning in the prediction of coronary artery disease progression,
In: N.Lavrač et al. (eds): Intelligent Data
Analysis in Medicine and Pharmacology, Kluwer Academic Pub.
- A37.
I.Kononenko, I.Bratko, M.Kukar (1997) Application of machine learning to
medical diagnosis. In R.S.Michalski, I.Bratko, and M.Kubat (eds.): Machine
Learning, Data Mining and Knowledge Discovery: Methods and Applications,
John Wiley & Sons.
- A38.
I.Kononenko, I.Bratko, M.Kukar (1998)
Application of machine learning to medical diagnosis. In R.S.Michalski,
I.Bratko, and M.Kubat (eds.): Machine Learning, Data Mining and Knowledge
Discovery: Methods and Applications, John Wiley \& Sons. - PS
- A39.
P. Peer, B.Cargo, I.Kononenko (1997) Raz\v siritev algoritma ReliefF,
Elektrotehni\v ski vestnik 64(5):1-7.
- A40.
I.Zelic, I.Kononenko, N.Lavrac, V.Vuga (1997) Induction of decision trees
and Bayesian classification applied to diagnosis of sport injuries,
Journal of Medical Systems, 21(6):429-444
- A41.
S.Zorc, D.Noe, I.Kononenko (1998) Efficient derivation of the optimal assembly
sequence from product description, Cybernetics and Systems: An
International Journal, 29(2):159-179.
- A42.
C.Groselj, M.Kukar, J.Fettich, and I.Kononenko (1997) Machine learning
improves the accuracy of coronary artery disease diagnostic methods. Computers
in Cardiology, 24:57-60.
- A43.
I.Kononenko, T.Zrimec (1998) The use of Kirlian devices for medical
diagnosis and treatement, Informatica Medica Slovenica, 5(1,2):71-76.
- A44.
N.Lavrac, I.Kononenko, E.Keravnou, M.Kukar, B.Zupan (1998) Intelligent data analysis for medical diagnosis: using
machine learning and temporal abstraction, AI Communications, 11:191-218.
- A45.
M.Kukar, I.Kononenko, C.Groselj, K.Kralj, J.Fettich (1999) Analysing and
improving the diagnosis of ischaemic heart disease with machine learning,
Artificial Intelligence in Medicine, 16:25-50.
- A46.
T Zrimec, I.Kononenko (1999) Feasibility analysis of machine learning in
medical diagnosis from aura images, Consciousness and Physical Reality
- ISSN 1027-4359, 4(4):66-72.
- A47.
I.Kononenko: Personal experience in healing with bioenergy, Consciousness
and Physical Reality - ISSN 1027-4359, 4(5):64-68, 1999.
- A48.
C. Grošelj, M.Kukar, J. Fettich, I.Kononenko (1997) Artificial intelligence improves the accuracy of coronary
artery disease diagostic methods. Eur. j. nucl. med. - ISSN
0340-6997, 1997, 24(8)888.
- A49.
C. Grošelj, M.Kukar, J. Fettich, I.Kononenko (1997) Machine learning in
the diagnosis of ischaemic heart disease. J. nucl. cardiol.
- ISSN 1071-3581, January/February 1997, 4(1)S5.
- A50.
D.Skočaj, I. Kononenko, I. Tomažić,
Z.Korošec-Koruza (2000) Classification of grapevine cultivars using
Kirlian camera and machine learning Res. Rep. Biot. fac.
UL - Agriculture - ISSN 1408-340X, 75(1)133-138 - DOC.
- A51.
I.Kononenko: Machine learning for medical
diagnosis: History, state of the art and perspective, Invited paper, Artificial
Intelligence in Medicine - ISSN 0933-3657, 2001, vol. 23, no.
1, pp. 89-109 - PDF
- A52
D.Cukjati,
M.Robnik-Šikonja, S.Reberšek, I.Kononenko, D.Miklavčič (2001) Prognostic
factors, prediction of chronic wound healing and electrical stimulation. Medical
& Biological Engineering & Computing, 39, 542-550, JCR IF:
1.172 - PDF
- A53.
ROBNIK ŠIKONJA, Marko, CUKJATI, David, KONONENKO, Igor. Comprehensible
evaluation of prognostic factors and prediction of wound healing. Artif.
intell. med..
[Print ed.], 2003, vol. 29, pp. 25-38, JCR IF (2002): 0.891; SE, x: 0.853
(27/74), computer science, artificial intelligence, x: 1.297 (27/40),
engineering, biomedical, x: 0.911 (11/20), medical informatics
- A54.
Igor
Kononenko, Matjaž Bevk, Aleksander Sadikov, Luka Šajn: Classification of
different types of coronas using parametrization of images and machine
learning, In: KOROTKOV, Konstantin (ur.). Measuring
energy fields : state of the science, (GDV
bioelectrography series, vol. 1). Fair Lawn: Backbone, cop. 2004, pp.
193-208 - DOC
- A55.
Aleksander
Sadikov, Igor Kononenko, Franco Weibel: Analyzing Coronas of Fruits and
Leaves In: KOROTKOV, Konstantin (ur.). Measuring
energy fields : state of the science, (GDV
bioelectrography series, vol. 1). Fair Lawn: Backbone, cop. 2004, pp.
143-154. - DOC
- A56.
ROBNIK ŠIKONJA, Marko, KONONENKO,
Igor. Theoretical and empirical analysis of ReliefF and RReliefF. Machine
Learning. [Print ed.], 2003, vol. 53, str. 23-69, JCR IF
(2002): 1.944; SE, x: 0.853 (7/74), computer science, artificial
intelligence - PDF - 0.5MB
- A57.
M. Bevk, I.Kononenko (2006) Towards symbolic mining of images with association
rules: Preliminary results on textures. Intelligent Data Analysis
vol. 10, no. 4, p. 379-393 - PDF
- A58.
A. Sadikov, I.Bratko, I.Kononenko
(2005) Bias and pathology in minimax search. Theoretical Computer
Science, SCI IF 0.764 vol. 349, no. 2, p. 268-281- PDF.
- A59.
L.Šajn,M.Kukar,
I.Kononenko, M.Milcinski (2005) Computerized segmentation of whole-body
bone scintigrams and its use in automated diagnostics. Computer
programs and methods in Biomedicine, vol. 80, no. 1, p. 47-55-
PDF.
- A60.
ŠAJN, Luka, KONONENKO, Igor, MILČINSKI, Metka. Computerized segmentation
and diagnostics of whole-body bone scintigrams. Comput. med. imaging
graph., 2007, vol. 31, no. 7, p. 531-541
·
A61. ROBNIK ŠIKONJA, Marko,
KONONENKO, Igor. Reliable feature evaluation in classification and regression.
V: LIU, John X. (ur.). Control and learning in
robotic systems. New York: Nova Science Publishers, cop. 2005, p. 281-319
A62. BOSNIĆ, Zoran,
KONONENKO, Igor. Estimation of individual prediction reliability using the
local sensitivity analysis. Appl. intell. (Boston), Dec. 2008, vol. 29,
no. 3, p. 187-203.
·
A63. BOSNIĆ, Zoran, KONONENKO, Igor. Comparison of approaches for estimating
reliability of individual regression predictions. Data knowl. eng.. [Print
ed.], Dec. 2008, vol. 67, no. 3, str. 504-516.
·
A64. ŠAJN, Luka, KONONENKO, Igor. Multiresolution image parametrization for
improving texture classification. EURASIP J. Adv. Signal Process. (Print).
[Print ed.], 2008, vol. 2008, no. [1], p. 1-12,
·
A65. ROBNIK ŠIKONJA, Marko, KONONENKO, Igor. Explaining classifications for
individual instances. IEEE trans. knowl. data eng.
(Print). [Print ed.], May 2008, vol. 20, no. 5, p. 589-600.
·
A66. BOSNIĆ, Zoran, KONONENKO, Igor. Estimation of regressor reliability. J.
intell. syst., 2008, vol. 17, no. 1/3, p. 297-311.
·
A67. ŠTRUMBELJ, Erik, KONONENKO, Igor. Towards a model independent method for
explaining classification for individual instances. Lect. notes comput. sci.,
p. 273-282.
·
A68. BOSNIĆ, Zoran, KONONENKO, Igor. Empirical analysis of reliability
estimates for individual regression predictions. Lect. notes comput. sci.,
p. 379-388.
·
A69.
BOSNIĆ, Zoran, KONONENKO, Igor. An overview of advances in reliability
estimation of individual predictions in machine learning. Intelligent data
analysis. [Print ed.], 2009, vol. 13, no. 2, p. 385-401
·
A70.
KONONENKO, Igor, ROBNIK ŠIKONJA, Marko. Non-myopic feature quality evaluation
with (R)ReliefF. V: LIU, Huan (ur.), MOTODA, Hiroshi (ur.). Computational methods of feature selection,
(Chapman & Hall/CRC data mining and knowledge discovery series). Boca
Raton; London; New York: Chapman & Hall/CRC, cop. 2008, p. 169-191.
·
A71. ŠAJN, Luka, KONONENKO, Igor. Image segmentation and parameterization for
automatic diagnostics of whole-body scintigrams :
basic concepts. V: SCHAEFER, Gerald (ur.), HASSANIEN, Aboul Ella (ur.), JIANG,
J. (ur.). Computational intelligence in medical imaging : techniques and applications. Boca Raton;
London; New York: CRC Press; Taylor & Francis Group, cop. 2009, str.
347-377.
- A72. I.Kononenko (2009) Natural and
Machine Learning, Intelligence and Consciousness, In: E.Žerovnik et al.
(eds.) Philosophical Insights about Modern Science, NY: Nova Science
publ., p. 239-258.
·
A73.
ŠTRUMBELJ, Erik, KONONENKO, Igor, ROBNIK ŠIKONJA, Marko. Explaining instance
classifications with interactions of subsets of feature values. Data knowl.
eng.. Oct. 2009, vol. 68, no. 10, str. 886-904,
·
A74.
KONONENKO,
Igor, BEVK, Matjaž. Extended symbolic mining of textures with association
rules. Informatica (Ljublj.), 2009, vol. 33, no. 4, str. 487-497,
·
A75.
BOSNIĆ,
Zoran, KONONENKO, Igor. Influence of domain and model properties on the
reliability estimates' performance. International journal of data
warehousing and mining, 2009, vol. 5, no. 4, str. 58-76,
·
A76. KONONENKO, Igor, ŠTRUMBELJ, Erik, BOSNIĆ, Zoran, PEVEC, Darko, KUKAR,
Matjaž, ROBNIK ŠIKONJA, Marko. Explanation and reliability of individual
predictions. Informatica, ISSN 0350-5596, 2013, vol. 37, no. 1, str.
41-48.
·
A77.
ŠTRUMBELJ,
Erik, KONONENKO, Igor. An efficient explanation of individual classifications
using game theory. J. mach. learn. res.., Jan. 2010, vol. 11, no. [1],
str. 1-18,. http://jmlr.csail.mit.edu/papers/volume11/strumbelj10a//strumbelj10a.pdf.
·
A78.
ŠTRUMBELJ,
Erik, BOSNIĆ, Zoran, KONONENKO, Igor, ZAKOTNIK, Branko, GRAŠIČ-KUHAR, Cvetka.
Explanation and reliability of prediction models : the case of breast cancer
recurrence. Knowledge and information systems, 2010, vol. 24, no. 2,
str. 305-324, graf. prikazi. http://www.springerlink.com/content/g6314m018764807v/fulltext.pdf.
·
A79.
BOSNIĆ,
Zoran, KONONENKO, Igor. Automatic selection of reliability estimates for
individual regression predictions. Knowl. eng. rev., 2010, vol. 25, no.
1, str. 27-47, graf. prikazi. http://journals.cambridge.org/action/displayFulltext?type=1&pdftype=1&fid=7415660&jid=KER&volumeId=25&issueId=01&aid=7415652.
- A80. BOSNIĆ, Zoran,
KONONENKO, Igor. Reliability estimation of individual predictions in
supervised learning. V: HAYWORTH, Gregory I. (ur.). Reliability
engineering advances. New York: Nova Science Publishers, cop. 2009,
str. 107-140
·
A81. KOŠIR, Domen, KONONENKO, Igor, BOSNIĆ,
Zoran. Web user profiles with time-decay and prototyping. Applied
intelligence, ISSN 0924-669X. [Print ed.], Dec. 2014, vol. 41, no. 4, str.
1081-1096
·
A82. BOSNIĆ, Zoran, DEMŠAR, Jaka, KEŠPRET,
Grega, RODRIGUES, Pedro Pereira, GAMA, João, KONONENKO, Igor. Enhancing
data stream predictions with reliability estimators and explanation. Engineering
applications of artificial intelligence, ISSN 0952-1976. [Print ed.], 2014,
vol. 34, str. 178-192
·
A83. PETELIN, Boris, KONONENKO, Igor,
MALAČIČ, Vlado, KUKAR, Matjaž. Dynamic fuzzy paths and cycles in multi-level
directed graphs. Engineering applications of artificial intelligence,
ISSN 0952-1976. [Print ed.], 2014, vol. 37, str. 194-206.
·
A84. PEVEC, Darko, KONONENKO, Igor. Input
dependent prediction intervals for supervised regression. Intelligent data
analysis, ISSN 1088-467X. [Print ed.], 2014, vol. 18, no. 5, str. 873-887.
·
A85. PETELIN, Boris, KONONENKO, Igor,
MALAČIČ, Vlado, KUKAR, Matjaž. Multi-level association rules and directed
graphs for spatial data analysis. Expert systems with applications, ISSN
0957-4174. [Print ed.], 2013, vol. 40, issue 12, str. 4957-4970
·
A86. CANHASI, Ercan, KONONENKO, Igor.
Weighted archetypal analysis of the multi-element graph for query-focused
multi-document summarization. Expert systems with applications, ISSN
0957-4174. [Print ed.], Feb. 2014, vol. 41, no. 2, str. 535-543.
·
A87. ROBNIK
ŠIKONJA, Marko, ŠTRUMBELJ, Erik, KONONENKO, Igor. Efficiently explaining the
predictions of a probabilistic radial basis function classification network. Intelligent
data analysis, ISSN 1088-467X. [Print ed.], 2013, vol. 17, no. 5, str.
791-802
·
A88. ŠTRUMBELJ,
Erik, KONONENKO, Igor. Explaining prediction models and individual predictions
with feature contributions. Knowledge and information systems, 2013,
str. [1-19].
·
A89. CANHASI,
Ercan, KONONENKO, Igor. Multi-document summarization via Archetypal Analysis of
the content-graph joint model. Knowledge and information systems, 2013,
str. [1-22].
·
A90. BOSNIĆ,
Zoran, VRAČAR, Petar, RADOVIĆ, Miloš D., DEVEDŽIĆ, Goran, FILIPOVIĆ, Nenad D.,
KONONENKO, Igor. Mining data from hemodynamic simulations for generating
prediction and explanation models. IEEE transactions on information
technology in biomedicine, ISSN 1089-7771. [Print ed.], Mar. 2012, vol. 16,
no. 2, str. 248-254,
·
A91. ROBNIK
ŠIKONJA, Marko, KONONENKO, Igor, ŠTRUMBELJ, Erik. Quality of classification
explanations with PRBF. Neurocomputing, ISSN 0925-2312. [Print ed.],
Nov. 2012, vol. 96, str. 37-46
·
A92. KUKAR, Matjaž, KONONENKO, Igor,
GROŠELJ, Ciril. Modern parameterization and explanation techniques in
diagnostic decision support system : a case study in
diagnostics of coronary artery disease. Artificial intelligence in medicine,
ISSN 0933-3657. [Print ed.], Jun. 2011, vol. 52, no. 2, str. 77-90
·
A93. BOSNIĆ, Zoran, KONONENKO, Igor.
Correction of regression predictions using the secondary learner on the
sensitivity analysis outputs. Computing and informatics, ISSN 1335-9150,
2010, vol. 29, no. 6, str. 929-946,
·
A94. PEVEC, Darko (avtor, član
uredniškega odbora), BOSNIĆ, Zoran, KONONENKO, Igor. Individual prediction
reliability estimates in classification and regression. V: MAGDALENA-BENEDITO,
Rafael (ur.), et al. Intelligent data analysis for real-life applications : theory and practice. Hershey (PA):
Information Science Reference: IGI Global, cop. 2012, str. 35-56, graf
·
A95. PREGELJC,
Marko, ŠTRUMBELJ, Erik, MIHELČIČ, Miran, KONONENKO, Igor. Learning and
explaining the impact of enterprises' organizational quality on their economic
results. V: MAGDALENA-BENEDITO, Rafael (ur.), et al. Intelligent data
analysis for real-life applications : theory and
practice. Hershey (PA): Information Science Reference: IGI Global, cop.
2012, str. 228-248,
·
A96. KUKAR,
Matjaž, KONONENKO, Igor, GROŠELJ, Ciril. Automated diagnostics of coronary
artery disease : long-term results and recent
advancements. V: MAGDALENA-BENEDITO, Rafael (ur.), et al. Medical
applications of intelligent data analysis : research
advancements. Hershey: Information Science Reference: IGI Global, cop.
2012, str. 91-112
·
A97. KOŠIR,
Domen, BOSNIĆ, Zoran, KONONENKO, Igor. The use of prediction reliability
estimates on imbalanced datasets : a case study of
wall shear stress in the human carotid artery bifurcation. V:
MAGDALENA-BENEDITO, Rafael (ur.), et al. Medical applications of intelligent
data analysis : research advancements. Hershey:
Information Science Reference: IGI Global, cop. 2012, str. 113-124
·
A98. RODRIGUES, Pedro Pereira, BOSNIĆ, Zoran, GAMA,
João, KONONENKO, Igor. Estimating reliability for assessing and
correcting individual streaming predictions. V: DAI, Honghua (ur.), LIU, James
N. K. (ur.), SMIRNOV, Evgueni (ur.). Reliable
knowledge discovery. New York [etc.]: Springer, cop. 2012, str. 29-49,
·
A99.
BOSNIĆ, Zoran, KONONENKO, Igor. Reliability estimates for regression predictions : performance analysis. V: TANIAR, David (ur.),
CHEN, Li (ur.). Integrations of data warehousing,
data mining and database technologies : innovative
approaches. Hershey (PA): Information Science Reference, cop. 2011, str.
320-338
B:
Conference papers
- B1.
I.Kononenko, I.Bratko, M.Zwitter: Eksperimenti z avtomatskim učenjem
medicinskih diagnostičnih pravil, referat v Zborniku del VII. BIH
simpozijuma iz informatike Jahorina , april 1983 (izšlo tudi v: I.Bratko
(urednik): Sistemi in tehnike umetne inteligence, Fakulteta za
elektrotehniko, Ljubljana 1983)
- B2.
M.Zwitter, I.Bratko, I.Kononenko: Rational and Irrational Reservations Against the Use of Computer in Medical Diagnosis and
Prognosis, referat na 3. Mediterranean conf. on medical and biological
engineering, Portorož, 5.-9. sept. 1983
- B3.
T.Zrimec, B.Čerček, P.Rode, N.Lavrač, I.Mozetič, I.Bratko, I.Kononenko,
A.Grad: An Expert Consultation System for Cardiac Arrhythmias, referat na 3. Mediterranean conf. on medical
and biological engineering, Portorož, 5.-9. sept.
1983
- B4.
I.Kononenko, I.Bratko, M.Zwitter: Poskusi z ASISTENT-om v medicinski
diagnostiki in prognostiki, referat v Zborniku del VIII. BIH simpozijuma
iz informatike Jahorina , april 1984
- B5.
I.Kononenko, I.Bratko, E.Roškar: Experiments in automatic learning of
medical diagnostic rules, ISSEK workshop, Bled,
august 1984 (16 pages)
- B6.
E.Roškar, I.Kononenko, P.Abrams, M.Torrens: Computer assisted derivation
of urodynamic diagnostic expertise for lower urinary tract disorders,
referat na ICS, Innsbruck 1984 (3 pages)
- B7.
I.Bratko, I.Kononenko, N.Lavrač, I.Mozetič, E.Roškar: The synthesis and
transformation of knowledge, zbornik del simpozija Computer at the
University, Cavtat, May 1985
- B8.
Roškar, E., Kononenko, I., Bratko, I., Varšek, A. Abrams,P.,
Lewis, P.: Ekspertni sistem za diagnostiko spodnjega urotrakta, ETAN,
junij 1986 (8 pages, delež 30%)
- B9.
I.Bratko, I.Kononenko, N.Lavrač, I.Mozetič, E.Roškar: Automatic synthesis
of knowledge: Ljubljana research, EWSL, Paris, 3-4 Februar 1986 (9 pages)
- B10.
Lavrač, N., Varšek, A., Gams, M., Kononenko. I., Bratko, I.: Automatic
Construction of the Knowledge Base for a Steel Classification Expert
System. The 6th Int. Workshop on Expert Systems and Their Applications,
Avignon, april 1986 (14 pages)
- B11.
Lavrač, N., Mozetič, I., Kononenko, I.: An Experimental Comparison of Two
Learning Programs in Three Medical Domains, International School for the
Synthesis of Expert's Knowledge, Bled, August 1986 (25 pages)
- B12.
I.Mozetič, N.Lavrač, I.Kononenko: Automatic construction of diagnostic
rules, IV. Med. Conf. on medical and biological eng., Sevilla, Spain, 9-12
sept. 1986 (4 pages)
- B13.
I.Bratko, I.Kononenko, N.Lavrač, I.Mozetič, E.Roškar: Automatic synthesis
of knowledge bases in KARDIO and ASSISTANT, invited paper at Expert
Systems Technology Congress, Berlin, 27. nov.
1986 (17 pages)
- B14.
I.Bratko, I.Kononenko, N.Lavrač, I.Mozetič, E.Roškar (1986) Research into
Computer Synthesis of Knowledge. Advance papers of information
technologies for development Conference, Bled
- B15.
S.Hojker, I.Kononenko, A.Karalič (1986) Poskusi z avtomatskim učenjem
diagnostičnih pravil za diagnosticiranje obolenj ščitnice, Zbornik del
mednarodnega simpozija CAD/CAM, Zagreb, pp.611-616
- B16.
Roškar, E., Abrams,P., Bratko, I., Kononenko, I.,
Varšek, A. (l987) MCUDS - An Expert System for the Diagnostics of Lower
Urinary tract. Meeting of British Medical Info. Society, 17-18 March,
London, 1987 (6 pages)
- B17.
I.Kononenko, I.Bratko: Ocenjevanje uspešnosti sistemov za induktivno
učenje, ETAN, Bled, junij 1987, pp.XII/151-158.
- B18.
I.Kononenko, A.Jauk, S.Hojker (1988) Izbira dobrih pravil in
strukturiranje domene pri avtomatskem učenju na osnovi primerov, ETAN,
Sarajevo, junij 1988 (8 pages)
- B19.
I.Kononenko, A.Jauk & T.Janc (1988) Induction of Reliable Decision
Rules, ISSEK Workshop, Udine, 10-13 Sept.
- B20.
S.Hojker, I.Kononenko, A.Jauk, V.Fidler & M.Porenta (1988) Expert
System's Development in the Management of Thyroid Diseases, European
Congress for Nuclear Medicine, Milano, Sept. 1988 (4 pages)
- B21.
Neural networks and artificial intelligence, 11th Internat. Conf. Computer
at the university, Cavtat, June 5-9 1989, pp. 8.3.1-8.3.6.
- B22.
Interpretation of neural networks decisions, IASTED Internat. Conf. Expert
systems & applications, Zurich, June 26-29 1989, pp.224-227 (also:
ISSEK Workshop, Udine, Sept. 1989).
- B23.
V.Pirnat, I.Kononenko, T.Janc, I.Bratko (1989) Medical estimation of
automatically induced diagnostic rules, 2nd European Conf. Artificial
intelligence in medicine, London, 29-31 August, Springer Verlag, pp.24-36.
- B24.
A.Stefanovska, L.Vodovnik, I.Kononenko (1989) Toward a logic for the effect
of electrical stimulation of wound healing, RESNA 12th Annual Conference,
New Orleans, Louisiana, June 25-30 1989,pp.173-174.
- B25. ID3, Sequential Bayes, Naive Bayes and Bayesian
Neural Networks. Proc. EWSL 1989, Montpellier:France,
Dec. 4-6, 1989, pp.91-98. - PS
- B26.
Semi-naive Bayesian classifier, Proc. EWSL-91
(Y.Kodratoff (ed.), Springer-Verlag), Porto, March 4-6 1991, pp.206-219. -
PS
- B27.
An experiment in machine learning of redundant knowledge, Proc. Intern.
Conf. MELECON 1991, Ljubljana, May 1991, pp.1146-1149.
- B28.
Feedforward Bayesian neural networks and continuous attributes, Proc.
IJCANN-91, Westin Stamford and Westin Plaza, Singapore, 18-21 November
1991, pp.146-151.
- B29.
I.Kononenko, M.Kovačič (1992) Learning as optimization: Stochastic
generation of multiple knowledge, In D.Sleeman and P.Edwards, eds.,
Machine Learning: Proceedings of the Ninth International conference
(ML92), Morgan Kaufmann, San Mateo, CA. (6 pages).
- B30.
Combining decisions of multiple rules, AIMSA
'92 - Proceedings of 5th International Conference, 21-24 September 1992,
Sophia, Bulgaria. - PS
- B31.
U.Pompe, M.Kovačič, I.Kononenko (1993) SFOIL: Stochastic approach to inductive
logic programming. Zbornik: Elektrotehniška in računalniška konferenca
ERK-93, Portorož, 27.-29.9.1993.
- B32.
Estimating attributes: Analysis and extensions
of RELIEF.Proc. ECML-94, Catania, Sicily, April 1994 (F.Bergadano, L.de
Readt (eds.)),Springer Verlag, pp.171-182. - PS
- B33.
I.Kononenko, E.Šimec (1994) Induction of
decision trees using RELIEFF, ISSEK Workshop, Udine, 6-8.9.1994 (To appear
in: R.Kruse, R.Viertl, G.Della Riccia (eds.),CISM Lecture Notes, Springer
Verlag) - PS
- B34.
U. Pompe, I. Kononenko (1994) Linear space induction in first order logic
with RELIEFF, ISSEK Workshop, Udine, 6-8.9.1994 (To appear in: R.Kruse,
R.Viertl, G.Della Riccia (eds.),CISM Lecture Notes, Springer Verlag)
- B35.
A counter-example to the stronger version of
the binary tree hypothesis, ECML-95 Workshop on Machine Learning,
Statistics and Discovery in Databases, Heraklion, 28-29 April, 1995,
pp.31-36 - PS
- B36.
On Biases in Estimating Multivalued
Attributes, Proc. IJCAI-95, Montreal, August 20-25 1995, pp. 1034-1040. -
PDF
- B37.
M.Kukar, I.Kononenko, T.Silvester (1995) Prognosing the femoral neck
fracture recovery with machine learning, Proc ITI-95, Pula, June 1995, pp.
103-108.
- B38.
U. Pompe, I. Kononenko (1995) Naive Bayesian classifier within ILP-R,
ILP-95, Leuven, Sept. 1995, pp.417-436
- B39.
Kukar M., Bešič N., Kononenko I., Aursperg M., Robnik-Šikonja M.(1996) Prognosing the survival time of the patients
with the anaplastic thyroidcarcinoma with machine learning, Proc.
IDAMAP-96, Budapest, August 1996, pp.50-55.
- B40.
U.Pompe, I.Kononenko, T.Makše (1996) An
application of ILP in a musical database: Learning to compose the
two-voice counterpoint, Proc. MLnet Workshop on Data Mining with ILP,
Bari, Italy, July 1996, pp.1-11 - PS.
- B41.
M.Robnik-Šikonja, I.Kononenko (1996)
Context-sensitive attribute estimation in regression, Proc. ICML-96
Workshop on learning in context-sensitive domains, Bari, Italy, July 1996,
pp. 43-52 - PS
- B42.
B.Šter, M.Kukar, A.Dobnikar, I.Kranjec, I.Kononenko (1996) Experiments
with machine learning in the prediction of coronary artery disease
progression, Proc. IDAMAP-96, Budapest, August 1996, pp.79-84.
- B44.
I.Kononenko, M.Robnik-Šikonja, U.Pompe (1996)
ReliefF for estimation and discretization of attributes in classification,
regression, and ILP problems, Proc. AIMSA-96, (Sozopol, Bulgaria, Sept.
1996), A.Ramsey (ed.), IOS Press, pp. 31-40 - PS
- B45.
M.Kukar, C.Grošelj, I.Kononenko, J.Fettich (1997) An application of
machine learning in the diagnosis of iscaemic heart disease, Proc.
Artificial Intelligence in Medicine AIME-97 (eds. Keravnou et al.),
Springer Verlag (Grenoble, March 1997), pp. 461-464.
- B46.
I.Zelič, I.Kononenko, N.Lavrač, V.Vuga (1997) Machine learning applied to
diagnosis of sport injuries, Proc. Artificial Intelligence in Medicine
AIME-97 (eds. Keravnou et al.), Springer Verlag (Grenoble, March 1997),
pp. 138-141.
- B47.
I.Zelič, I.Kononenko, N.Lavrač, V.Vuga (1997) Diagnosis of sport injuries
with machine learning: Explanation of induced decisions, Proc. 10th IEEE
Symposium on Computer Based Medical Systems CBMS-97 (Maribor, June 1997)
- B48.
M.Kukar, C.Grošelj, I.Kononenko, J.Fettich (1997) Diagnosing the iscaemic
heart disease with machine learning, Proc. 10th IEEE Symposium on Computer
Based Medical Systems CBMS-97 (Maribor, June 1997)
- B49.
M.Robnik-Šikonja, I.Kononenko (1997) An adaptation of Relief for attribute
estimation in regression, Proc. Intern Conf. on Machine Learning ICML-97,
Nashvile, July 1997
- B50.
U.Pompe, I.Kononenko (1997) Probabilistic first-order classification,
Proc. Inductive Logic Programming Workshop ILP-97, Prague
- B51.
I.Zelic, I.Kononenko, N.Lavrac, V.Vuga (1997) Induction of decision trees
and Bayesian classification applied to diagnosis of sport injuries, Proc. IDAMAP-97,
Nagoya, Japan, August 1997, pp. 61-67.
- B52.
C.Groselj, M.Kukar, J.Fettich, I.Kononenko (1997) Impact of machine
learning to the diagnostic certainty of the patient's group with low
coronary artery disease probability. In: I.Kononenko, T.Urbancic (ur.) (1997) Racunalniska analiza medicinskih podatkov,
Zbornik delavnice CADAM-97 (Bled, november 1997), Institut Jozef Stefan,
pp.68-74.
- B53.
C.Groselj, M.Kukar, J.Fettich, and I.Kononenko (1997) Machine learning
improves the accuracy of coronary artery disease diagnostic methods. Proc.
Computers in Cardiology, Lund, Sweden, 1997.
- B54.
M.Kukar, I.Kononenko (1998) Cost-sensitive learning with neural networks,
Proc. European conf. on Arificial Intteligence ECAI-98, Brighton, August
1998, pp. 445-449.
- B55.
M.Robnik-Sikonja, I.Kononenko (1998) Pruning regression trees with MDL,
Proc. European conf. on Arificial Intteligence ECAI-98, Brighton, August
1998, pp. 455-459.
- B56.
Personal experience in healing with 'bioenergy', Proc. Int. conf.
KIRLIONICS-98 (Abstracts), St.Petersburg, June 1998, p.9.
- B57.
T.Zrimec, I.Kononenko (1998) Feasibility analysis of machine learning in
medical diagnosis from aura images, Proc. Int. conf. KIRLIONICS-98
(Abstracts), St.Petersburg, June 1998, pp.10-11.
- B58.
Aura, 'bioenergy', distance healing: Personal
experienc and scientific apporaches to study exotic phenomena, Proc.
Cognitive Sciences, Ljubljana, October 1998, pp.66-69, 1998.
- B59.
The minimum description length based decision
tree pruning, Proc. PRICAI-98, Singapore, November 1998, pp. 228-237 - PS.
- B60.
M. Robnik - Sikonja, I. Kononenko (1999) Attribute dependencies,
understandability and split selection in tree based models, Proc. Int.
Conf. on Machine Learning ICML-99, Bled, 27-29
June 1999.
- B61.
T. Zrimec, I.Kononenko, B.Prihavec (1999) Current Research in machine
learning from BEO-grams, Proc. Science, Information and Spirit 99, St.
Petersburg, 29 May - 1st June 1999, pp. 40-42.
- B62.
I.Kononenko, T.Zrimec, S.Stanojevic (1999) Machine learning and GDV
images: Diagnosis and therapy verification, Proc. Biology and Cognitive
Science, Ljubljana, October 1999.
- B63.
I.Kononenko, T.Zrimec (1999) Machine learning and GDV images: Current
research and results, Proc. Biology and Cognitive Science, Ljubljana,
October 1999.
- B64.
I. Kononenko, T. Zrimec, A. Doganoc, M.
Krebelj, M. Simcic (1999) Machine learning and GDV images: A case study,
Proc. Life Electric 99, Edmonton, May 14-16 1999, pp. 40-44 - PS.
- B65.
M.Robnik-Šikonja, I.Kononenko (1999) Comprehensiveness of tree based
models: attribute dependencies and split selection, Proc. Analysis,
Warehousing and Mining the Data- ISBN 961-6303-18-X, Ljubljana,
12.-14. October 1999, pp. PS 89-99.
- B66.
A.Trampuž, I.Kononenko, V.Rus (1999)
Experiental and biophysical effects of the art of living programme on its
participants, Proc. Biology and Cognitive Science- ISBN
961-6303-18-X, Ljubljana, October 1999, pp. 94-97 - DOC.
- B67.
P.Peer, B.Prihavec, I.Kononenko, F.Solina (1999) Vizualizacija
bioelektromagnetnega polja človeka, Proc. ERK-99- ISBN
961-6062-17-4, (Portorož, Sept. 1999), pp. 163-166.
- B68. Kononenko I., Zrimec T., Sadikov A., Skočaj D.
(2000) GDV images: Current research and results, Proc. New Science of
Consciousness: 3rd Int. Conf. on Cognitive Science- ISBN 961-6303-27-9 , Ljubljana, October 2000, pp. 65-68. - PDF
- B69.
Kononenko I., Bosnić Z., Žgajnar B. (2000) The
influence of mobile telephones on human bioelectromagnetic field, Proc.
New Science of Consciousness: 3rd Int. Conf. on Cognitive Science-
ISBN 961-6303-27-9 , Ljubljana, October 2000, pp.
69-72.
- B70.
Bevk M., Kononenko I., Zrimec T. (2000) Relation between energetic
diagnoses and GDV images, Proc. New Science of Consciousness: 3rd Int.
Conf. on Cognitive Science- ISBN 961-6303-27-9 ,
Ljubljana, October 2000, pp. 54-57.
- B71.
A.Trampuž, I.Kononenko, V.Rus (2000)
Experiental and biophysical effects of the Art of Living programme
(Abstract), Int. Journal of Psychology - Abstracts of 27th Int.
Congress of Psychology, Stockholm, 23-28 July 2000- ISSN 0020-7594,
35(3/4)12- DOC.
- B72.
I.Kononenko, T.Zrimec (2000) Using machine
learning to analyse GDV images: Current research and results, Invited
lecture, Proc. IFOAM-2000: 13th International IFOAM Scientific
Conference- ISBN 3-7281-2754-X, Basel, Switzerland, 28-31 August
2000, pp. 304 - DOC.
- B73.
A.Sadikov, I.Kononenko, M.Pirc (2000) Vizualizacija in analiza
bioelektromagnetnega polja človeka, Proc. ERK-2000- ISBN
961-6062-19-0, (Portorož, Sept. 2000)
- B74.
I.Kononenko, T. Zrimec, A. Sadikov, M. Bevk (2000) Current results of
experiments with GDV images, Proc. 5th Official Conf. of the
International Union of Scientific and Applied Bioelectrography,
Curitiba, Brasil, November 2000 (in press).
- B75.
M.Robnik-Šikonja, I.Kononenko (2001) Comprehensible interpretation of
Relief's Estimates, submitted ICML-2001
- B76.
M.Robnik-Šikonja, D.Cukljati, I.Kononenko (2001) Evaluation of prognostic
factors and prediction of chronic wound healing rate by machine learning
tools, submitted AIMED 2001.
- B77.
I.Kononenko, M.Bevk (2002) Extrasense diagnoses and GDV images, Towards a
Science of Consciousness> Tucson 2002,Tucson, Arizona, April 8-12,
2002, pp.132
- B78.
Bevk M.,Kononenko I., A Statistical Approach to
Texture Description of Medical Images: A Preliminary Study, Fifteenth IEEE
Conference on Computer-Based Medical Systems, Maribor, Slovenia, 2002,
pp.239-244.
- B79.
Bevk M.,Kononenko I., A Statistical
Approach to Texture Description of Medical Images: A Preliminary Study,
Workshop on Machine Learning in Computer Vision, Nineteenth International
Conference on Machine Learning, Sydney, Australia, 2002, pp.39-48. - PDF
- B80.
Kononenko I., Osredkar N. (2002) Coronas reflect the stress-level of
sportsmen. Proc. 6th International Scientific Congress on
Bioelectrography,
ISBN 5-93793-003-7, St. Petersburg, July 13-14 2002, pp. 43-45.
- B81.
Kononenko I., Sadikov A. (2002) Vitality of plants through coronas of
fruits and leaves.Proc. 6th International Scientific Congress on
Bioelectrography, ISBN 5-93793-003-7, St. Petersburg, July 13-14 2002, pp.
45-46.
- B82.KUKAR,
Matja"z, KONONENKO, Igor. Reliable classifications with machine
learning. V: ELOMAA, Tapio (ur.), MANNILA, Heikki (ur.), TOIVONEN, Hannu (ur.). Machine learning : ECML
2002 : 13th European Conference on Machine Learning, Helsinki, Finland, August
19-23, 2002 : proceedings, (Lecture notes in computer science,
Lecture notes in artificial intelligence, vol. 2430). Berlin [etc.]:
Springer, 2002, str. 219-231.
- B83.
KONONENKO, Igor, GAMS, Matjaž. Introduction to session :
cognitive and bioinformatics. V: DETELA, Andrej (ur.), GAMS, Matja"z
(ur.), REPOV"S, Grega (ur.), ULE, Andrej (ur.).
Kognitivne znanosti : zbornik C 5. mednarodne multi-konference Informacijska družba
IS'2002, 14.-18.oktober 2002 : proceedings C of the 5th International
Multi-Conference Information Society IS' 2002, 14-18th October 2002,
Ljubljana, Slovenia. Ljubljana: Institut Jozef Stefan, 2002, str. 102.
- B84.
Nekateri vidiki
strojnega učenja, umetne inteligence in zavesti, V: DETELA, Andrej (ur.),
GAMS, Matja"z (ur.), REPOV"S, Grega (ur.), ULE, Andrej (ur.). Kognitivne znanosti :
zbornik C 5. mednarodne multi-konference
Informacijska dru"zba IS'2002, 14.-18.oktober 2002 : proceedings C of
the 5th International Multi-Conference Information Society IS' 2002,
14-18th October 2002, Ljubljana, Slovenia. Ljubljana: Institut Jožef
Stefan, 2002, str. 110-113 - DOC
- B85.
Ali znanost lahko obrazlo"zi
obsmrtna do"zivetja? V: DETELA, Andrej (ur.), GAMS, Matja"z
(ur.), REPOV"S, Grega (ur.), ULE, Andrej (ur.).
Kognitivne znanosti : zbornik C 5. mednarodne multi-konference Informacijska dru"zba
IS'2002, 14.-18.oktober 2002 : proceedings C of the 5th International
Multi-Conference Information Society IS' 2002, 14-18th October 2002,
Ljubljana, Slovenia. Ljubljana: Institut Jožef Stefan, 2002, str. 138-141-
DOC.
- B86.
Bevk, Matja"z ; Kononenko, Igor, Exploring
the memory of matter. V: DETELA, Andrej (ur.), GAMS, Matja"z (ur.),
REPOV"S, Grega (ur.), ULE, Andrej (ur.).
Kognitivne znanosti : zbornik C 5. mednarodne multi-konference Informacijska dru"zba
IS'2002, 14.-18.oktober 2002 : proceedings C of the 5th International
Multi-Conference Information Society IS' 2002, 14-18th October 2002,
Ljubljana, Slovenia. Ljubljana: Institut Jožef Stefan, 2002, str. 115-117
- B87.
Sadikov, Aleksander ; Kononenko, Igor:
Information stored in coronas of fruits and leaves.V: DETELA, Andrej
(ur.), GAMS, Matja"z (ur.), REPOV"S, Grega (ur.), ULE, Andrej
(ur.). Kognitivne znanosti : zbornik C 5. mednarodne multi-konference Informacijska dru"zba
IS'2002, 14.-18.oktober 2002 : proceedings C of the 5th International
Multi-Conference Information Society IS' 2002, 14-18th October 2002,
Ljubljana, Slovenia. Ljubljana: Institut Jožef Stefan, 2002, str. 222-226.
- B88.
"Sajn, Luka ; Kononenko, Igor; Hojker,
Sergej: Raeunalniška analiza laboratorijskih izvidov pri obolenjih
"s"citnice. V: ZAJC, Baldomir (ur)
Zbornik 11. mednarodne Elektrotehni"ske in
ra"cunalni"ske konference ERK 2002/ Proc. Of 11th International
Electrotechnical and Computer Science Conference ERK 2002, Portoro"z,
Slovenia, 2002, Vol B, str. 349-352 .
- B89.
Studying subtle energies with Kirlian camera. V: Global Holistic Health
Summit (abstracts), Bangalore India, 12-17 January, 2003
, str. 24-25.
- B90.
Zadnik, Matjaž; Kononenko, Igor; Bevk, Matjaž: Parametrization and machine
learning from dark-field microscopic images of dried drops of water. V:
KONONENKO, Igor (ur.), JERMAN, Igor (ur.).
Mind-body studies : proceedings of 6th
International Conference on Cognitive Science, Ljubljana, 13-17th October
2003. Ljubljana: Institut "Jožef Stefan", 2003, 190 str., ISBN
961-6303-50-3, str. 16-18
- B91.
Bevk, Matjaž; Kononenko, Igor;
Robnik Šikonja, Marko: A preliminary study on pattern analysis of
dehydrated droplets. V: KONONENKO, Igor (ur.), JERMAN, Igor (ur.). Mind-body studies :
proceedings of 6th International Conference on Cognitive Science,
Ljubljana, 13-17th October 2003. Ljubljana: Institut "Jožef
Stefan", 2003, 190 str., ISBN 961-6303-50-3, str. 4-7 -PDF 3.4MB
- B92.
Zahodna medicina in zdravilstvo. V: KONONENKO, Igor (ur.), JERMAN, Igor (ur.). Mind-body studies :
proceedings of 6th International Conference on Cognitive Science,
Ljubljana, 13-17th October 2003. Ljubljana: Institut "Jožef
Stefan", 2003, 190 str., ISBN 961-6303-50-3, str. 73-76 - DOC
- B93.
Kononenko, Igor; Bevk, Matjaž; Sadikov, Aleksander; Šajn, Luka: Machine
learning from coronas using parametrization of images. V: KONONENKO, Igor
(ur.), JERMAN, Igor (ur.). Mind-body studies:
proceedings of 6th International Conference on Cognitive Science,
Ljubljana, 13-17th October 2003. Ljubljana: Institut "Jožef
Stefan", 2003, 190 str., ISBN 961-6303-50-3, str. 106-109
- B94.
Sadikov, Aleksander; Kononenko, Igor: Latest experiments with GDV
technique in agronomy. V: KONONENKO, Igor (ur.), JERMAN, Igor (ur.). Mind-body studies :
proceedings of 6th International Conference on Cognitive Science,
Ljubljana, 13-17th October 2003. Ljubljana: Institut "Jožef
Stefan", 2003, 190 str., ISBN 961-6303-50-3, str. 110-113
- B95. Znanost preverja
fenomene zavesti. V: KONONENKO, Igor (ur.), JERMAN, Igor (ur.). Mind-body studies :
proceedings of 6th International Conference on Cognitive Science,
Ljubljana, 13-17th October 2003. Ljubljana: Institut "Jožef
Stefan", 2003, 190 str., ISBN 961-6303-50-3, str. 169-172 - DOC
- B96.
BOSNIĆ, Zoran, KONONENKO, Igor,
ROBNIK ŠIKONJA, Marko, KUKAR, Matjaž. Evaluation of prediction reliability
in regression using the transduction principle. V: ZAJC, Baldomir (ur.),
TKALEIE, Marko (ur.). The IEEE Region 8 EUROCON 2003 : computer as a tool : 22-24. September 2003,
Faculty of Electrical Engineering, University of Ljubljana, Ljubljana, Slovenia : proceedings. Piscataway: IEEE, cop. 2003,
vol. 2, str. 99-103 - PDF
- B97.SADIKOV, Aleksander,
BRATKO, Ivan, KONONENKO, Igor. Search versus knowledge :
an empirical study of minimax on KRK. V: HERIK, Jaap van den (ur.), IIDA,
Hiroyuki (ur.), HEINZ, Ernst A. (ur.). Advances
in computer games : many games, many challenges :
proceedings of the ICGA/IFIP SG16, (IFIP, 135). Boston; Dordrecht; London:
Kluwer Academic Publishers, cop. 2004, str. [33]-44 - PDF.
- B98.
BEVK, Matjaž, KONONENKO, Igor. Towards
symbolic mining of images with association rules :
preliminary results on textures. V: BRITO, Paula (ur.),
NOIRHOMME-FRAITURE, Monique (ur.). ECML/PKDD 2004 : proceedings of the workshop W2 on symbolic and
spatial data analysis: mining complex data structures. [S. l.: s. n.],
2004, str. 43-53. - PDF
- B99.
SADIKOV, Aleksander, SEDEJ, Miha, KONONENKO, Igor. Analiza meritev vpliva
UV svetlobe na vitalnost smrek. V: ULE, Andrej
(ur.), GAMS, Matjaž (ur.), REPOVŠ, Grega (ur.).
Kognitivna znanost : zbornik A 7. mednarodne multi-konference Informacijska družba IS
2004, 9. do 15. oktober
2004 : proceedings A of the 7th International Multi-Conference Information
Society IS 2004, 9-15th October 2004, Ljubljana, Slovenia, (Informacijska
družba). Ljubljana: Institut "Jožef Stefan", 2004, str. 90-93.
- B100.
KONC, Gorazd, BOŽIE, Dušan, KONONENKO, Igor, BEVK, Matjaž, ROBNIK ŠIKONJA,
Marko. Analiza vpliva izmenienega magnetnega polja na
kapljevine. V: ULE, Andrej (ur.), GAMS, Matjaž (ur.), REPOVŠ, Grega (ur.). Kognitivna znanost :
zbornik A 7. mednarodne multi-konference
Informacijska družba IS 2004, 9. do 15. oktober 2004 : proceedings A of the 7th International
Multi-Conference Information Society IS 2004, 9-15th October 2004,
Ljubljana, Slovenia, (Informacijska družba). Ljubljana: Institut
"Jožef Stefan", 2004, str. 102-105.
- B101.
VOUK, Boštjan, KONONENKO, Igor, BEVK, Matjaž, ROBNIK ŠIKONJA, Marko.
Analiza vpliva pretresanja in sevanja na
kapljevine. V: ULE, Andrej (ur.), GAMS, Matjaž (ur.), REPOVŠ, Grega (ur.). Kognitivna znanost :
zbornik A 7. mednarodne multi-konference
Informacijska družba IS 2004, 9. do 15. oktober 2004 : proceedings A of the 7th International
Multi-Conference Information Society IS 2004, 9-15th October 2004,
Ljubljana, Slovenia, (Informacijska družba). Ljubljana: Institut
"Jožef Stefan", 2004, str. 106-109.
- B102.
Luka Sajn, Matjaz Kukar, Igor Kononenko, Metka Milcinski (2005) Automatic
segmentation of whole-body bone scintigrams as a preprocessing step for
computer assisted diagnostics, Proc. AIME-05, Aberdeen, GB
- B103.
Igor Kononenko, Miha Sedej, Aleksander
Sadikov (2005) GDV Measures Vitality?, Proc. IEEE CBMS-05, Dublin, Ireland
p. 443-445 - DOC
- B104.
L. Sajn, M. Bevk, I. Kononenko, M. Milcinski (2005) Automatic
Diagnostics of Whole-body Scintigrams Using Image Segmentation and
Parametrization. Proc. EANM'05 - Annual
Congress of the European Assocation of Nuclear Medicine, Istanbul, October
2005.
- B105.
KONONENKO, Igor. Objektivna znanost in subjektivna duhovnost sta
komplementarni. V: MARKIČ, Olga (ur.), GAMS, Matjaž (ur.), KORDEŠ, Urban
(ur.), HERIČKO, Marjan (ur.), MLADENIĆ, Dunja (ur.), GROBELNIK, Marko
(ur.), ROZMAN, Ivan (ur.), RAJKOVIČ, Vladislav (ur.), URBANČIČ, Tanja
(ur.), BERNIK, Mojca (ur.), BOHANEC, Marko (ur.). Zbornik 8. mednarodne multikonference Informacijska družba IS
2005, 11. do 17. oktober
2005, (Informacijska družba). Ljubljana: Institut "Jožef
Stefan", 2005, 2005, str. 61-64
- B106.
BOSNIĆ, Zoran, KONONENKO, Igor. Estimation of prediction reliability in
regression based on a transductive approach. V: PRASAD, Bhanu (ur.). IICAI :
proceedings of the 2nd Indian International Conference on Artificial
Intelligence, Pune, India, December 20-22, 2005. , p. 3502-3516,
- B107.
KONONENKO, Igor. Učitelji modrosti vseh kultur
sporočajo isto. V: BOHANEC, Marko (ur.), GAMS, Matjaž (ur.), RAJKOVIČ,
Vladislav (ur.), URBANČIČ, Tanja (ur.), BERNIK, Mojca (ur.), MLADENIĆ,
Dunja (ur.), GROBELNIK, Marko (ur.), HERIČKO, Marjan (ur.), KORDEŠ, Urban
(ur.), MARKIČ, Olga (ur.), MUSEK, Janek (ur.), OSREDKAR, Mari Jože (ur.),
KONONENKO, Igor (ur.), NOVAK ŠKARJA, Barbara (ur.). Zbornik 9. mednarodne multikonference Informacijska družba IS
2006, 9. do 14. oktober 2006,
(Informacijska družba). Ljubljana: Institut "Jožef Stefan",
2006, str. 418-421
- B108.
PODPEČAN, Vid, LAVRAČ, Nada, KONONENKO, Igor. A fast algorithm for mining
utility-frequent itemsets. V: NIJSSEN, Siegfried (ur.), RAEDT, Luc de (ur.). The 18th European Conference on Machine Learning
and the 11th European Conference on Principles and Practice of Knowledge
Discovery in Databases, September 21, 2007, Warsaw, Poland. International
Workshop on Constraint-based Mining and Learning at ECML/PKDD 2007, CMILE'07.
[S. l.: s. n.], 2007, str. 10-20.
- B109.
STOŠIĆ, Aleksandar, KONONENKO, Igor, PORENTA, Marjetka. The influence of
artificial beach on human coronas. V: KONONENKO, Igor (ur.).
Proceedings of measuring energy fields :
international scientific conference, Kamnik, Tunjice, 13-14 October 2007.
Kamnik: Zavod Zdravilni gaj, 2007, str. 99-102
- B110.
ŽULIČ, Anton, KONONENKO, Igor, ŠMARČAN, Davorin. The influence of Situla A
Detox on human coronas. V: KONONENKO, Igor (ur.).
Proceedings of measuring energy fields : international
scientific conference, Kamnik, Tunjice, 13-14 October 2007. Kamnik:
Zavod Zdravilni gaj, 2007, str. 107-110.
- B111
KONONENKO, Igor. Objective science and subjective spirituality are
complementary. V: KONONENKO, Igor (ur.). Proceedings
of measuring energy fields : international
scientific conference, Kamnik, Tunjice, 13-14 October 2007. Kamnik:
Zavod Zdravilni gaj, 2007, str. 117-124.
- B112. KONONENKO, Igor. Science and
spirituality are complementary : the same is true
for scientific and holistic medicine. V: ICHM 2008 :
[proceedings]. Kottayam: Institute for Holistic Medical Sciences
Chathukulam Buildings Parumbaikadu, cop. 2008, p. 1-11.
·
B113.
PEVEC, Darko, BOSNIĆ, Zoran, KONONENKO, Igor. Comparison of approaches for
estimating reliability of individual classification predictions. V: BOHANEC,
Marko et al. (ur.), Zbornik 12. mednarodne multikonference Informacijska
družba - IS 2009, 12.-16. oktober 2009 : zvezek A : volume A,
(Informacijska družba). Ljubljana: Institut Jožef Stefan, 2009, zv. A, str.
46-49.
·
B114.
KLAUSER,
Julian, KONONENKO, Igor. Explanation of regression decisions by analogy with
the explanation in classification. V: BOHANEC, Marko et al. (ur.), Zbornik
12. mednarodne multikonference Informacijska družba - IS 2009, 12.-16. oktober
2009 : zvezek A : volume A, (Informacijska družba). Ljubljana: Institut
Jožef Stefan, 2009, str. 34-37,
·
B115.
KOCJAN,
Egon, KONONENKO, Igor. Regression as cost-sensitive classification. V: BOHANEC,
Marko et al. (ur.) Zbornik 12. mednarodne multikonference Informacijska
družba - IS 2009, 12.-16. oktober 2009 : zvezek A : volume A,
(Informacijska družba). Ljubljana: Institut Jožef Stefan, 2009, str. 38-41,
·
B116.
VRAČAR,
Petar, KONONENKO, Igor. Window recognition on images of building façades. V:
BOHANEC, Marko (ur.), BRODNIK, Andrej (ur.). Zbornik 13. mednarodne
multikonference Informacijska družba - IS 2010, 11.-15. oktober 2010,
(Informacijska družba). Ljubljana: Institut Jožef Stefan, 2010, zv. A, str.
55-58
·
B117. PEVEC,
Darko, ŠTRUMBELJ, Erik, KONONENKO, Igor. Evaluating reliability of single
classifications of neural networks. V: DOBNIKAR, Andrej (ur.), LOTRIČ, Uroš
(ur.), ŠTER, Branko (ur.). Adaptive and natural
computing algorithms : 10th international conference,
ICANNGA 2011, Ljubljana, Slovenia, April 14-16, 2011 : proceedings,
(Lecture notes in computer science, ISSN 0302-9743, 6593; 6594). Heidelberg
[etc.]: Springer, cop. 2011, part 1, str. 22-30,
- B118. ŠTRUMBELJ, Erik, ROBNIK ŠIKONJA, Marko, KONONENKO,
Igor. Learning betting tips from users' bet selections. Lect. notes
comput. sci., str. 678-688,
·
B119. ROBNIK
ŠIKONJA, Marko, LIKAS, Aristidis, CONSTANTINOPOULOS, Constantinos, KONONENKO,
Igor, ŠTRUMBELJ, Erik. Efficiently explaining decisions of probabilistic RBF
classification networks. V: DOBNIKAR, Andrej (ur.), LOTRIČ, Uroš (ur.), ŠTER,
Branko (ur.). Adaptive and natural computing algorithms : 10th international conference, ICANNGA 2011,
Ljubljana, Slovenia, April 14-16, 2011 : proceedings, (Lecture notes in
computer science, ISSN 0302-9743, 6593; 6594). Heidelberg [etc.]: Springer,
cop. 2011, part 1, str. 169-179
·
B120. ŠTRUMBELJ, Erik, KONONENKO, Igor. A
general method for visualizing and explaining black-box regression models. V:
DOBNIKAR, Andrej (ur.), LOTRIČ, Uroš (ur.), ŠTER, Branko (ur.).
Adaptive and natural computing algorithms : 10th
international conference, ICANNGA 2011, Ljubljana, Slovenia, April 14-16, 2011
: proceedings, (Lecture notes in computer science, ISSN 0302-9743, 6593;
6594). Heidelberg [etc.]: Springer, cop. 2011, part 2, str. 21-30
·
B121. DEMŠAR, Jaka, BOSNIĆ, Zoran, KONONENKO,
Igor. Visualization of explanations of incremental models. V: PILTAVER, Rok
(ur.), GAMS, Matjaž (ur.). Inteligentni sistemi : zbornik 17. mednarodne
multikonference - IS 2014, 7-8 oktober 2014, Ljubljana, Slovenija : zvezek A =
Intelligent systems : proceedings of the 17th International Multiconference
Information Society - IS 2014, October 7th-8th, 2014, Ljubljana, Slovenia :
volume A. Ljubljana: Institut Jožef Stefan, 2014, str. 18-21,
·
B122. PETELIN, Boris, KONONENKO, Igor, KUKAR,
Matjaž, MALAČIČ, Vlado, MALEJ, Alenka. Spatial-temporal directed graphs for
modelling the dispersion of plankton in the Mediterranean sea.
Rapports et Proces Verbaux des Réunions - Commission Internationale pour
l'Exploration Scientifique de la Mer Méditerranée, ISSN 0373-434X, 2013,
vol. 40, str. 541. http://www.ciesm.org/online/archives/abstracts/pdf/40/index.php.
·
B123. PEVEC, Darko, KONONENKO, Igor. Model
selection with combining valid and optimal prediction intervals. V: The 12th
IEEE International Conference on Data Mining Workshops, 10 December 2012,
Brussels, Belgium. VREEKEN, Jilles (ur.). ICDMW
2012. Piscataway: Institute of Electrical and Electronics Engineers: =
IEEE, cop. 2012, str. 653-658,
·
B124. KONONENKO, Igor, ŠTRUMBELJ, Erik,
BOSNIĆ, Zoran, PEVEC, Darko, KUKAR, Matjaž, ROBNIK ŠIKONJA, Marko. Explanation
and reliability of individual predictions : recent
research by LKM. V: BOHANEC, Marko (ur.), et al. Zbornik 15. mednarodne multikonference Informacijska družba - IS 2012,
8.-12. oktober 2012, Ljubljana, Slovenia : zvezek A =
Proceedings of the 15th International Multiconference Information Society - IS
2012, October 8th-12th, 2012, [Ljubljana, Slovenia] : volume A,
(Informacijska družba, ISSN 1581-9973). Ljubljana: Institut Jožef Stefan, 2012,
str. 41-44,
·
B125. KONONENKO, Igor. Western medicine and
traditional healing. V: RAKOVIĆ, Dejan I. (ur.), ARANDJELOVIĆ, S. (ur.),
MIĆOVIĆ, Mirjana (ur.). Acupuncture-based &
consciousness-based holistic approaches & techniques :
QIM 2011 symposium proceedings. Belgrade: International Association for
Promotion and Development of Quantum Medicine: National Association for
Improvement and Development of Regenerative Medicine with Health Festival: DRF
Fund for Promoting Holistic Research and Ecology of Consciousness, 2011, str.
252-259.
·
B126. BOSNIĆ, Zoran, RODRIGUES, Pedro
Pereira, KONONENKO, Igor, GAMA, João. Correcting streaming predictions
of an electricity load forecast system using a prediction reliability estimate.
V: CZACHÓRSKI, Tadeusz (ur.), KOZIELSKI, Stanisław (ur.), STAŃCZYK, Urszula (ur.). Man-machine interactions 2, (Advances in
intelligent and soft computing (Print), ISSN 1867-5662, 103). Berlin;
Heidelberg: Springer, cop. 2011, str. 343-350
·
B127. KONONENKO, Igor. Science and
spirituality = objectivity and subjectivity = rational and real = knowledge and
wisdom. V: KARABEG, Dino (ur.), et al. Partial versus holistic oriented approaches : QIM 2011 Round Table Knowledge Federation
Proceedings. Belgrade: International Association for Promotion and
Development of Quantum Medicine: National Association for Improvement and
Development of Regenerative Medicine with Health Festival: DRF Fund for
Promoting Holistic Research and Ecology of Consciousness: Knowledge Federation,
2011, str. 108-119.
·
B128. KRESLIN, Rok, KONONENKO, Igor. A method
for calibrating regression models. V: BOHANEC, Marko (ur.), et al. Zbornik
14. mednarodne multikonference Informacijska družba -
IS 2011, 10.-14. oktober 2011 : zvezek A = Proceedings
of the 14th International Multiconference Information Society - IS 2011,
October 10th-14th, 2011, Ljubljana, Slovenia : volume A, (Informacijska
družba, ISSN 1581-9973). Ljubljana: Institut Jožef Stefan, 2011, str. 19-22,
·
B129. PEVEC, Darko, ŠTRUMBELJ, Erik,
KONONENKO, Igor. Local neighbourhood based estimation of prediction intervals
for arbitrary regression models. V: BOHANEC, Marko (ur.), et al. Zbornik 14.
mednarodne multikonference Informacijska družba - IS
2011, 10.-14. oktober 2011 : zvezek A = Proceedings of
the 14th International Multiconference Information Society - IS 2011, October
10th-14th, 2011, Ljubljana, Slovenia : volume A, (Informacijska družba,
ISSN 1581-9973). Ljubljana: Institut Jožef Stefan, 2011, str. 23-26
·
B130. CANHASI, Ercan, KONONENKO, Igor.
Semantic role frames graph-based multidocument summarization. V: BOHANEC, Marko
(ur.), et al. Zbornik 14. mednarodne
multikonference Informacijska družba - IS 2011, 10.-14. oktober
2011 : zvezek A = Proceedings of the 14th International Multiconference
Information Society - IS 2011, October 10th-14th, 2011, Ljubljana, Slovenia :
volume A, (Informacijska družba, ISSN 1581-9973). Ljubljana: Institut Jožef
Stefan, 2011, str. 113-116
·
B131. KOŠIR, Domen, BOSNIĆ, Zoran, KONONENKO,
Igor. A framework for a multilingual contextual and behavioral online advertising
network : a case study. V: BOHANEC, Marko (ur.), et
al. Zbornik 14. mednarodne multikonference
Informacijska družba - IS 2011, 10.-14. oktober 2011 :
zvezek A = Proceedings of the 14th International Multiconference Information
Society - IS 2011, October 10th-14th, 2011, Ljubljana, Slovenia : volume A,
(Informacijska družba, ISSN 1581-9973). Ljubljana: Institut Jožef Stefan, 2011,
str. 129-132
·
B132. RADOVIĆ, Miloš D., FILIPOVIĆ, Nenad D.,
BOSNIĆ, Zoran, VRAČAR, Petar, KONONENKO, Igor. Mining data from hemodynamic
simulations for generating prediction and explanation models. V: Emerging
technologies for patient specific healthcare. [S. l.: s. n.], 2010, str.
1-4, ilustr
·
B133. KONONENKO, Igor. Inteligenca in zavest =
Intelligence and consciousness. V: OREL, Mojca (ur.), JURJEVČIČ, Stanislav (ur.). Nova vizija tehnologij prihodnosti = The new vision of future technologies. Polhov Gradec:
Eduvision, 2014, f. 9-22.
·
B134. PEVEC, Darko, BOSNIĆ, Zoran, KOŠIR,
Domen, KUKAR, Matjaž, ROBNIK ŠIKONJA, Marko, KONONENKO, Igor. Napovednika [!] analitika v naprednih aplikacijah. V: PIES
'13 : Posvetovanje o informatiki v energetiki
Slovenije. [S. l.: s. n.], 2013, str. 40-46,
·
B135. PETELIN, Boris, MALAČIČ, Vlado, MALEJ,
Alenka, KUKAR, Matjaž, KONONENKO, Igor. Multi-level association rules and
directed graphs for the Lagrangian analysis of the Mediterranean ocean
forecasting system (MFS). Geophysical research abstracts, ISSN
1029-7006, 2012, vol. 14, str. 4877-EGU2012. http://meetingorganizer.copernicus.org/EGU2012/EGU2012-4877.pdf.
C:
Monographs
- C1.
J.Žitnik, I.Kononenko: Tehnika programiranja, Iskra-Delta, Ljubljana 1985
(109 pages)
- C2.
Uvod v prolog in zbirka nalog z rešitvami, skripta, Fakulteta za
elektrotehniko, Ljubljana 1987 (253 pages).
- C3.
I.Kononenko, N.Lavrač: Prolog Through Examples: A Practical Programming
Guide, Sigma Press, 1988 (200 pages)
- C4.
I.Kononenko, B.Cestnik & I.Bratko (1988) Assistant Professional User's
Guide, Jožef Stefan Institute, Ljubljana (70 pages)
- C5.
Uvod v prolog in zbirka nalog z rešitvami (druga, popravljena in
dopolnjena izdaja), skripta, Fakulteta za elektrotehniko in računalništvo,
Ljubljana 1989.
- C6.
Programski jeziki, Radovljica: Didakta, Ljubljana, 1992 (208 pages).
- C7.
Načrtovanje podatkovnih struktur in algoritmov, FRI, Ljubljana, 1996 (316
pages)
- C8.
Naloge iz programiranja v prologu z rešitvami, FRI, Ljubljana, 1997 (161
pages)
- C9.
Logično programiranje in drugi principi programskih jezikov, FRI,
Ljubljana, 1997 (386 pages)
- C10.
Strojno ucenje, FRI, Ljubljana, 1997 (319 strani)
- C11.
Nacrtovanje podatkovnih struktur in algoritmov, 2. popravljena in
dopolnjena izdaja, FRI, Ljubljana, 1999 (336 strani)
- C12.
I.Kononenko, T.Urbančič (ur.) (1997) Računalniška
analiza medicinskih podatkov, Zbornik delavnice CADAM-97 - ISBN
86-80023-28-0 (Bled, november 1997), Institut Jožef Stefan. (192 pages)
- C13.
I.Kononenko (ed.) (2000) Information Society 2000: New Science of
Consciousness - Proc. 3rd Int. Conf. on Cognitive science - ISBN
961-6303-27-9 (Ljubljana, 17-19 October 2000), Institut Jožef Stefan. (129
pages)
- C14.
KONONENKO, Igor, ROBNIK ŠIKONJA, Marko. Algoritmi in podatkovne strukture
I. 1. izd. Ljubljana: Fakulteta za računalništvo
in informatiko, 2003. ISBN 961-6209-37-X
- C15.
KONONENKO, Igor, ROBNIK ŠIKONJA, Marko. Algoritmi in podatkovni strukture
II. 1. izd. Ljubljana: Fakulteta za računalništvo
in informatiko, 2004. ISBN 961-6209-41-8
- C16.
KONONENKO, Igor (ur.), JERMAN, Igor (ur.).
Mind-body studies : proceedings of 6th
International Conference on Cognitive Science, Ljubljana, 13-17th October
2003.
Ljubljana: Institut "Jožef Stefan", 2003. X, 190 str., ISBN
961-6303-50-3.
- C17.
I.Kononenko: Strojno učenje, 2. popravljena in dopolnjena izdaja, - ISBN
961-6209-52-3, FRI, Ljubljana, 2005
- C18.
I.Kononenko, M.Kukar: Introduction to Machine Learning and Data Mining:
Introduction to Principles and Algorithms, Horwood Publishing, 2007. XIX,
454 pages
- C19.
BOHANEC, Marko (ur.), GAMS, Matjaž (ur.), RAJKOVIČ, Vladislav (ur.),
URBANČIČ, Tanja (ur.), BERNIK, Mojca (ur.), MLADENIĆ, Dunja (ur.),
GROBELNIK, Marko (ur.), HERIČKO, Marjan (ur.), KORDEŠ, Urban (ur.),
MARKIČ, Olga (ur.), MUSEK, Janek (ur.), OSREDKAR, Mari Jože (ur.),
KONONENKO, Igor (ur.), NOVAK ŠKARJA, Barbara (ur.). Zbornik 9. mednarodne multikonference Informacijska družba IS
2006, 9. do 14. oktober
2006 = Proceedings of the 9th International Multiconference Information
Society IS 2006, 9th-14th October 2006, Ljubljana, Slovenia,
(Informacijska družba). Ljubljana: Institut "Jožef Stefan",
2006. VIII, 474 pages.
- C20.
KONONENKO, Igor (ur.).
Proceedings of measuring energy fields :
international scientific conference, Kamnik, Tunjice, 13-14 October 2007.
Kamnik: Zavod Zdravilni gaj, 2007. 135 pages
- C21. KONONENKO, Igor, ROBNIK ŠIKONJA,
Marko, BOSNIĆ, Zoran. Programiranje in algoritmi. 1. izd. Ljubljana: Fakulteta za računalništvo in
informatiko, 2008. VIII, 352 pages.
- C22. KONONENKO, Igor, ROBNIK ŠIKONJA,
Marko, Inteligentni sistemi, 1. izd. Ljubljana: Fakulteta za računalništvo in
informatiko, 2010. XII, 366 pages.
-
Č:
Membership in editorial boards and program-committees
- Č1.
Editorial board Applied Intelligence, Kluwer Academic Publ.
- Č2.
Program committee: ECML-94: European conference on machine learning, Catania,
Italy, April 1994.
- Č3.
Program committee: Machine learning and statistics. Catania, Italy, April
1994.
- Č4.
Program committee: ECML-95: European conference on machine learning,
Heraklion, Greece, April 1995.
- Č5.
Program Chairman CADAM-97, Bled, November 1997.
- Č6.
Editorial board Informatica.
- Č7.
Program committee: AIMSA-98: Artificial Intelligence: Methodology, Systems
and Application, Bulgaria, September 1998.
- Č8.
Program committee: ECML98 Workshop on upgrading learning to the
meta-level. 24. April 1998, Chemnitz, Germany.
- Č9.
Program committee: The Fifteenth International Conference on Machine
Learning (ICML-98), July 24-26, 1998 in Madison, Wisconsin USA.
- Č10.
Program committee: CADAM-98, Ljubljana, oktober 1998.
- Č11.
Program committee: ICML-99 Workshop: From Machine Learning to Knowledge
Discovery in Databases, Bled, 30. June 1999.
- Č12.
Program committee: Biology and Cognitive Science, Ljubljana, October 1999.
- Č13.
Program committee: The 16th International Conference on Machine Learning
(ICML-99), Bled, 27-29 June 1999.
- Č14.
Program committee: ECAI-2000, Spain.
- Č15.
Predsednik programskega odbora New Science of Consciousness - 3rd Int.
Conf. on Cognitive Science, Ljubljana, 17-19 October 2000
- Č16.
Predsednik programskega in organizacijskega odbora okrogle mize
"Psihična energija"' (Finančno podprto s strani MZT), Ljubljana,
18. maj 2000.
- Č17.
Član programskega odbora konference AIMSA-2000: Artificial Intelligence:
Methodology, Systems and Application, Bulgaria, September 2000.
- Č18.
Član programskega odbora: The 17th International Conference on Machine
Learning (ICML-2000), Stanford University June 29-July 2, 2000
- Č19.
Član programskega odbora in predsednik podpodročja Nadzorovano učenje
(Supervised learning): The 18th International Conference on Machine
Learning (ICML-2001), Williams College, MA, June/July 2001
- Č20.
Predsednik programskega in organizacijskega odbora okrogle mize "The
quantity of psychic energy'' (Finančno podprto s strani MZT), Ljubljana,
18. oktober 2000.
- Č21.
Član programskega odbora: The 14th Int. Conf. FLAIRS - Special track on
ML, Florida, 21-23 May, 2001
- Č22.PC:
ICML 2002
- Č23.
PC: ICML 2003
- Č24.
PC: ECML 2002
- Č25.
PC: ECML 2003
- Č26.Kononenko,
Igor; Jerman, Igor: cochairs: Mind-body studies :
6th International Conference on Cognitive Science, 13-17th October 2003.
Ljubljana: Institut "Jožef Stefan", 2003,
- Č27.
PC: ECML Worshop: Probabilistic graphical models for classification, 2003.
Cavtat, Croatia.
- Č28:
PC: AIMSA 2002, Varna, Bulgaria
- Č29.PC:
The 15th Int. Conf. FLAIRS - Special track on ML, Florida, 16-18 May, 2002
- Č30.PC:
The 16th Int. Conf. FLAIRS - Special track on ML, Florida, 2003
- Č31.
PC: ECML/PKDD 2004
- Č32.
PC: ECML/PKDD 2005
- Č33.
PC: IEEE CBMS 2005
- Č34.
PC: International Workshop on Feature Selection for Data Mining:
Interfacing Machine Learning and Statistics April 23, 2005, Newport Beach,
CA (in conjunction with 2005 SIAM International Conference on Data Mining)
After 2005 not updated anymore.
D:
Unpublished articles and technical reports:
- D1.
Implementacija operacij P in V v PASCAL-S, diplomsko delo,Fakulteta za
elektrotehniko, Ljubljana, maj 1982
- D2.
Uporaba Quinlanove in statistične metode pri diagnostiki primarnega
tumorja, delovno poročilo 1, Fakulteta za elektrotehniko, Ljubljana,
september 1982
- D3.
Izboljšave Quinlanove metode za učenje pravil na osnovi primerov, delovno
poročilo 2, Fakulteta za elektrotehniko, Ljubljana, december 1982
- D4.
Uporaba izboljšane induktivne metode za avtomatsko učenje v medicinsski
diagnostiki in prognostiki, delovno poročilo 3, Fakulteta za
elektrotehniko, Ljubljana, maj 1983
- D5.
Priročnik za uporabo Winstonovega sistema za učenje konceptov iz sveta
kock na osnovi primerov, Fakulteta za elektrotehniko, Ljubljana, september
1983
- D6.
1) Popravki Winstonovega sistema za učenje konceptov iz sveta kock na osnovi primerov in 2) III. mediteranska konferenca
biološkega in medicinskega inženirstva, delovno poročilo 4, Fakulteta za
elektrotehniko, Ljubljana, oktober 1983
- D7.
Poskusi z ASISTENT-om in njegovo izpopolnjevanje, delovno poročilo 5,
Fakulteta za elektrotehniko, Ljubljana, julij 1984
- D8.
ASISTENT: navodila za uporabnika, Fakulteta za elektrotehniko, maj 1985
- D9.
ASISTENT : navodila za programerja, Fakulteta za elektrotehniko, junij
1985
- D10.
Razvoj sistema za induktivno učenje ASISTENT, magistrsko delo, Fakulteta
za elektrotehniko, Ljubljana, junij 1985
- D11.
Navodila za uporabo programov DEFIn,PREPIS in GRUP, Fakulteta za
elektrotehniko, Ljubljana, oktober 1985
- D12.
Poskusi z avtomatskim grupiranjem primerov, Fakulteta za elektrotehniko,
Ljubljana, december 1985 (8 pages)
- D13.
I.Kononenko, A.Karalič, S.Hojker, Poskusi z ASISTENTom pri
diagnosticiranju bolezni ščitnice, Fakulteta za elektrotehniko, december
1985 (7 pages)
- D14.
S.Hojker, I.Kononenko, A.Karalič: Poskusi z avtomatskim učenjem
diagnostičnih pravil za diagnosticiranje obolenj ščitnice, delovno
poročilo, Univerzitetna klinika za nuklearno medicino, december 1985 (14
pages)
- D15.
N.Lavrač, I.Mozetič, I.Kononenko: An experimental comparison of two
learning programs in three medical domains, IJS, delovno poročilo DP-4323,
1986 (26 pages)
- D16.
Preverjanje informativnosti avtomatsko naučenih prognostičnih pravil,
delovno poročilo, Fakulteta za elektrotehniko, Ljubljana, november 1987 (5
pages)
- D17.
Implementacija sistema Asistent2, delovno poročilo, Fakulteta za
elektrotehniko, Ljubljana, december 1987 (5 pages)
- D18.
I.Kononenko, A.Jauk, S.Hojker (1987) Izbira dobrih pravil iz odločitvenih
dreves, delovno poročilo, Fakulteta za elektrotehniko, Ljubljana, december
1987 (4 pages)
- D19.
I.Kononenko, A.Karalič, V.Pirnat, T.Zrimec (1987) Poskusi z Asistentom 86
v revmatologiji, delovno poročilo, Fakulteta za elektrotehniko, Ljubljana,
december 1987 (6 pages)
- D20.
S.Hojker, A.Jauk, I.Kononenko (1987) Pomen kontinuiranega spremljanja
tiroidnega statusa za izboljšanje diagnostike funkcijskih motenj ščitnice,
delovno poročilo, Klinika za nuklearno medicino, Ljubljana
- D21.
I.Kononenko, A.Karalič, T.Janc, V.Pirnat (1988) Poskusi z Asistentom 86 v
revmatologiji, delovno poročilo, Fakulteta za elektrotehniko, Ljubljana
(12 pages)
- D22.
Interpretation of Neural Network's Decisions (1988) Artificial
Intelligence Laboratory, Faculty of Electrical Engineering, Ljubljana,
June 1988 (4 pages)
- D23.
An expert system shell based on Bayesian neural network, Technical Report,
Faculty of electrical and computer engineering, Ljubljana, May 1989.
- D24.
Automatic generation of decision rules using Assistant, Technical report,
Faculty of electrical and computer engineering, Ljubljana, 1989.(9 pages)
- D25.
B.Filipič, B.Cestnik, I.Kononenko, I.Konvalinka, D.Maksimovič, J.Adžič
(1990) Sinteza i evaluacija pravila za klasifikaciju signala metodologijom
automatskog induktivnog učenja, Delovno poročilo IJS DP-5714(1990),
Institut Jožef Stefan, Ljubljana (100 pages).
- D26.
Bayesove nevronske mreže, Disertacija, Univerza v Ljubljani, Fakulteta za
elektrotehniko in računalništvo, Ljubljana, 1990.
- D27.
T.Urbančič, I.Kononenko, V.Križman (Ur.) (1991) Zbornik aplikacij umetne
inteligence, LUI IJS in FER, IJS DP-6183.(72 pages)
- D28.
T.Urbančič, I.Kononenko, V.Križman (eds.) (1991) Artificial Intelligence
Applications, AI Laboratory, University of Ljubljana, Jožef Stefan
Institute and Faculty of Electrical & Computer Engineering, Ljubljana
(72 pages)
- D29
Thrun S.B., Bala J., Bratko I., Cestnik B., Cheng J., De Jong K., Džeroski
S., Farhlman S.E., Hamann R., Kaufman K., Keller S., Kononenko I.,
Kreoziger J., Michalski R.S., Mitchell T.,Pachowitz P., Vafaie H., Van de
Welde W., Wenzel W., Wnek J., Zhang J. (1991) The Monk's problems: A
performance comparison of different Learning Algorithms, Technical Report
TR-CMU-LS-91-197, Carnegie Mellon University, U.S.A.
- D30.
I.Kononenko, T. Zrimec, A. Sadikov, M. Bevk (2000) Current results of
experiments with GDV images, Delovno poročilo, 11 strani, Laboratorij za
umetno inteligenco, FRI, Ljubljana.
After 2000 not updated anymore.
E: Invited
lectures and papers
- E1.
The Inductive Learning System Assistant Professional, Invited Lecture:
IPSIG-Meeting "Inductive Systems", Berlin, 25th
Nov.1988.
- E2:
Bayesove neuronske mreže i relacija sa umjetnom
inteligencijom, Vabljeno predavanje, SRCE Zagreb, 15.3.1989.
- E3:
Naivni Bayesov klasifikator, Vabljeno predavanje v okviru kolokvijev ob
sredah, IJS, 26.1.1994.
- E4:
On Bayesian neural networks, Invited
paper, Informatica, Vol.18, pp.183-195, 1994. - PS - 0.6MB
- E5:
Overcoming the myopia when estimating attributes, Invited lecture, IBM
Watson Research Center, Yorktown Heights, New York, U.S.A., August 28,
1995
- E6.
Naive Bayesian Classifier and its Extensions, Invited lecture, IBM Watson
Research Center, Yorktown Heights, New York, U.S.A., August 28, 1995
- E7.
Machine learning for medical diagnosis, Invited
lecture, In N. Lavrač (ed.) Proc. Workshop on Computer-aided data analysis
in medicine, CADAM-95 (Bled, 28.Nov. 1995), pp.9-30 - PS
- E8.
I. Kononenko, Blaz Zupan (1999) Attribute
mining: Evaluation, discretization, subset selection, and constructive induction,
Proc. ICML-99 Workshop: From Machine Learning to Knowledge Discovery in
Databases, Bled, 30. June 1999. - PS 0.5MB
- E9.
I.Kononenko: Machine learning and GDV images: current research, Invited
lecture, University of Porto, Faculty of Sciences, Dept. of Computer
Science. March 6, 2000
- E10.
I.Kononenko: Machine learning for medical
diagnosis: History, state of the art and perspective, Invited paper, Artificial
Intelligence in Medicine - ISSN 0933-3657, 2001, vol. 23, no.
1, pp. 89-109 - PDF
- E11.
I.Kononenko, T Zrimec: Using machine
learning to analyse the GDV images: Current research and results, Invited
Lecture, Proc.13th IFOAM Scientific Conference - ISBN 3-7281-2754-X, 28-31
August, 2000, p.304 - DOC.
- E12.
KONONENKO, Igor. Znanost preverja duhovnost = Science examines
spirituality, Vabljeno predavanje. V: URBANČIČ, Klaudia (ur.), KLEMENC,
Darinka (ur.). Spoznajmo komplementarno in
naravno zdravilstvo tudi v zdravstveni negi :
zbornik elankov s strokovnega sreeanja - 1. simpozija
Društva medicinskih sester in zdravstvenih tehnikov Ljubljana, Kranjska
gora, 4. decembra 2002. Ljubljana: Društvo
medicinskih sester in zdravstvenih tehnikov, 2002, str. 131-137 - DOC.
- E13.
KONONENKO, Igor. Objective science and subjective spirituality are
complementary. V: KONONENKO, Igor (ur.). Proceedings
of measuring energy fields : international
scientific conference, Kamnik, Tunjice, 13-14 October 2007. Kamnik:
Zavod Zdravilni gaj, 2007, p. 117-124.
- E14. KONONENKO, Igor. Science and
spirituality are complementary : the same is true
for scientific and holistic medicine. V: ICHM 2008 :
[proceedings]. Kottayam: Institute for Holistic Medical Sciences
Chathukulam Buildings Parumbaikadu, cop. 2008, p. 1-11.
- E15. KONONENKO, Igor. Inteligenca in zavest =
Intelligence and consciousness. V: OREL, Mojca (ur.), JURJEVČIČ, Stanislav
(ur.). Nova vizija tehnologij prihodnosti = The new vision of future technologies. Polhov
Gradec: Eduvision, 2014, f. 9-22.
F: Other
lectures
- F1.
I.Bratko, I.Kononenko (1984) Tekoče raziskave na področju avtomatskega
učenja, Seminar Laboratorija za umetno inteligenco (LUI), IJS, 1.2.1984 .
- F2.
I.Kononenko, T.Zrimec (1984) Uvod v računalništvo, Dvodnevni seminar
ZOTKS, Ljubljana.
- F3.
I.Kononenko, E.Roškar, Demonstracija sistema ASISTENT, znanstveno
tehnološki seminar Tehnologija umetne inteligence, IJS, april 1985 (dve
ponovitvi)
- F4.
M.Gams, I.Kononenko, M.Grobelnik: Šola programiranja v prologu, Znanstveno
tehnološki seminar Tehnologija umetne inteligence, IJS, april 1985 (2
ponovitvi)
- F5.
I.Bratko, I.Kononenko: Ekspertni sistemi in avtomatsko učenje, dvodnevni
seminar DIR na Fakulteti za elektrotehniko v Ljubljani, maj-junij 1985 (2
ponovitvi)
- F6.
I.Bratko, N.Lavrač, I.Kononenko: Ekspertni sistemi in avtomatsko učenje,
dvodnevni seminar v železarni Jesenice, junij 1985
- F7.
I.Kononenko, S.Hojker (1985) Predstavitev sistema ASISTENT in poskusi v
domeni diagnosticiranja ščitnice, Klinika za nuklearno medicino,
Ljubljana, 11.11.1985.
- F8.
N.Lavrač, I.Kononenko (1987) Terminologija programiranja v Prologu,
Seminar LUI, IJS, februar 1987.
- F9.
Ocenjevanje uspešnosti sistemov za induktivno učenje, Seminar LUI, IJS, april 1987.
- F10.
I.Kononenko, I.Bratko : Evaluation of performance of inductive learning
systems, 2nd European Working Session on Learning, Bled, May 1987
- F11.
Grupiranje po metodi maksimalne informativnosti, Seminar LUI, IJS,
9.6.1987
- F12.
I.Kononenko, A.Jauk, T.Janc (1988) Učenje zanesljivih odločitvenih pravil,
Seminar LUI, IJS, junij 1988.
- F13.
Programski jezik PROLOG, ROJP 1988, Portorož, 7. oktober 1988
- F14.
Nevronske mreže, Seminar LUI, FE, 15.11.1988.
- F15.
Induction of New Knowledge Using Assistant Professional, One day seminar,
Berlin, 24. Oct. 1988.
- F16.
Bayesove nevronske mreže, Seminar LUI, FE, 8.12.1988 (ponovitev v lab. za RSS, FE).
- F17.
Interpretacija odločitve nevronske mreže, Seminar LUI, FER, 24.1.1989.
- F18.
(A) Nevronske mreže in umetna inteligence, (B) Generalizacija v Bayesovih
nevronskih mrežah, Seminar LUI, FER, 21.3.1989.
- F19.
V.Pirnat, I.Kononenko: Zdravniška analiza avtomatsko generiranih
diagnostičnih pravil, Seminar LUI, IJS, 30.5.1989.
- F20.
ID3, zaporedni Bayes, naivni Bayes in Bayesove nevronske mreže, Seminar
LUI, FER, 13.6.1989.
- F21.
Verjetnost in korelacija v nevronskih mrežah, Seminar LUI, FER, 22.8.1989.
- F22.
Zvezne Bayesove nevronske mreže, Seminar LUI, FER, 29.8.1989.
- F23.
Metoda za ocenjevanje infromacijske vsebine klasifikatorjevega odgovora,
Seminar LUI, FER, 5.9.1989.
- F24.
I. Kononenko, I. Bratko: A method for assessing the informativity content
of the classifier's answer, ISSEK Workshop, Udine, 7.-10. Sept. 1989.
- F25.
Bayesian learning in neural nets, ISSEK Workshop, Udine, 7.-10. Sept.
1989.
- F26.
Delno naivni Bayesov klasifikator, Seminar LUI FER, 27.3.1990
- F27.
I.Kononenko & M.Krisper (1990) Assistant Professional &
aplikacije, Predavanje na RSNZ Ljubljana,
10.4.1990.
- F28.
Rezultati nekaterih seminarskih nalog iz umetne inteligence, Seminar LUI
FER, 19.6.1990.
- F29.
Semi-naive Bayesian Classifier, ISSEK Workshop, Udine, 9. October 1990.
- F30.
Bayesove nevronske mreže, predavanje na
koordinacijskem sestanku iz paralelnih sistemov in nevronskih mrež, IJS,
6.12.1990.
- F31.
Naivni Bayesov klasifikator in zvezni atributi, Seminar LUI FER, 10.1.1991
- F32-33
Osnove teorije naučljivosti seminar LUI FER, 1.del: 24.3.1992, 2.del:
31.3.1992.
- F34.
Avtomatsko učenje in aplikacije, Poletna šola računalništva, FER,
15.6.1992
- F35.
Learning as optimization: stochastic generation of
multiple knowledge, ISSEK Workshop, Bled, 3.9.1992.
- F36.
Naive Bayesian classifier and continuous attributes, Stochastic semi-naive
Bayesian classifier, ISSEK Workshop, Bled, 4.9.1992
- F37.
Programming language PROLOG, Tempus project no.4724-92/1, FAGG, Ljubljana,
10.3.1993
- F38.
Avtomatsko učenje in aplikacije, Tempus project no.4724-92/1, FAGG,
Ljubljana, 11.3.1993
- F39.
Critical summary of probabilistic approaches to induction, European Conf.
on Machine Learning, Vienna, 5. April 1993.
- F40.
Extensions of naive Bayesian classifier, California institute of technology,
Pasadena, CA, USA, June 6, 1993.
- F41.
Applications of machine learning by Ljubljana AI Labs, California
Institute of technology, Pasadena, CA, USA, June 24, 1993.
- F42.
Ocenjevanje atributov: analiza in razširitve algoritma RELIEF, Seminar LUI
FER, 5.10.1993.
- F43.
Naravno in avtomatsko učenje, Seminar LUI FER, 12.10.1993.
- F44.
On Biases in Estimating Multivalued Attributes, Seminar LUI FER,
17.1.1995.
- F45.
Avtomatsko učenje klasifikacije, Tempus seminar (4 ure), LUI-FER,
15.6.1995
- F46.
Metode in orodja strojnega učenja, Seminar ``Analiza podatkov in
generiranje znanja iz medicinskih podatkovnih baz", Bled, 27. Nov.
1995
- F47.
M.Robnik-Šikonja, I.Kononenko (1996) Nekratkovitno ocenjevanje atributov v
regresiji, Seminar LUI FRI, 30.2.1996
- F48.
I.Kononenko (1997) Machine Learning for Medical Diagnosis, Seminar:
Selected topics in Medical Informatics, Ljubljana, 7.5.1997
- F49.
I.Kononenko, C.Groselj (1997) Controlling the sensitivity and specificity
in the diagnostic of the ischeamic heart disease, Seminar Biomedical
applications of computational logic and machine learning, Bled, 11. 11.
1997
- F50.
Bayesovska klasifikacija, Seminar: Odkrivanje znanja iz podatkov,
Podgorica pri Ljubljani, 16.6. 1998.
- F51.
Dosedanji rezultati raziskav s Kirlianovo kamero, Seminar SLAIS, FRI,
Ljubljana, 23.9.1999
- F52.
Dosedanji rezultati raziskav s Kirlianovo kamero, Sredin Seminar,
Fakulteta za matematiko, Ljubljana, 29.9.1999
- F53.
Strojno učenje in slike GDV, Seminar SLAIS, FRI, 16.10.2000
- F54.
Preučevanje subtilnih energij s Kirlianovo kamero, Zavod za izobraževanje,
vzgojo, razvoj in kulturo, Izpostava Nova Gorica, 8.11.2000
- F55.
Pregled dosedanjih raziskav s Kirlianovo kamero, Solomonov Seminar, IJS,
12.12.2000
- F56.
Predstavitev principa Kirlianovega efekta, ki omogoča zaznavanje subtilnih
energij, Knjižnica Kamnik, 17.1.2001
- F57.
Pregled raziskav s Kirlianovo kamero. Knjižnica Velenje, 15.3.2001.
- F58.
Raziskave s Kirlianovo kamero, Kulturno društvo Nova Akropola, Ljubljana,
21.6.2002.
- F59.
Znanost preverja duhovnost, SLAIS seminar, IJS, 2002.
- F60.
Nekateri vidiki strojnega učenja, umetne inteligence in zavesti, FRI, 2002
- F61.
Znanost preverja duhovnost, FRI, 2002
- F62.
Znanost preverja duhovnost, 5. mednarodna
multi-konferenca Informacijska dru"zba IS'2002, 14.-18.oktober 2002,
5th International Multi-Conference Information Society IS' 2002, 14-18th
October 2002, Ljubljana, Slovenia. Ljubljana: Institut Jožef Stefan, 2002.
- F63.
Western medicina and healing. XVI. International conference on
traditional, alternative and complementary medicine, Quito, September
2003.
- F64.
Experiences with the Kirlian camera. XVI. International conference on
traditional, alternative and complementary medicine, Quito, October 2003.
- F65.
Umetna inteligenca & Povezava znanost-duhovnost, Poletna Psihošola,
Ankaran, September 2003
- F66.
Znanost in duhovnost, Festival življenja, Vrbov log pri Krškem, November
2003
- F67.
Kirlianova fotografija; Academia-As-Asistent, Maribor, 28.2.2002.
- F68.
Preučevanje subtilnih energij s Kirlianovo kamero, Združenje
bioenergetikov Slovenije, Vrhnika, 19.5.2001
- F69.
Preučevanje subtilnih energij s Kirlianovo kamero, Zavod Harmonija, Suša
pri Hotavljah, 29.8.2001
- F70.
Preučevanje subtilnih energij s Kirlianovo kamero, 2. kongres
KONAZ, 27.10.2001, Maribor.
- F71-73.
Naivni Bayesov klasifikator in Bayesove nevronske mreže, v okviru Zlate
serije predavanj naj-doktoratov, FRI, vabljeno predavanje pri podiplomskem
predmetu prof. Ivana Bratka, april 1001, april 2003, maj 2005.
- F74-76.
Znanost in duhovnost, Klub CDK, Zavod za izobra"zevanje, vzgojo,
razvoj in kulturo, Izpostava Nova Gorica, 21.10.2004; Tabor Gozd
Martuljek, avgust 2005; Vrbov log pri Krškem, avgust 2005
- F77.
Evaluating the quality of attributes, ACAI-05 summer school, July 2005,
IJS, Ljubljana
After 2005 not updated anymore.
G:
Reviewing
- G1.
2nd European working session on learning, Bled, May 1987.
- G2.
3rd European working session on learning, Glasgow, 3-5. October 1988.
- G3.
10th Internat. Conf. Computer at the University, Cavtat, June 1988.
- G4.
11th Internat. Conf. Computer at the University, Cavtat, 5-9 June 1989.
- G5.
Journal: Presek
- G6.
ETAN, Novi Sad, junij 1989
- G7.
Knjiga: N.Lavrac, T.Urbancic, B.Filipic (1989) Tehnologija ekspertnih
sistemov, FER & ŠKUC Forum, Ljubljana.
- G8.
Internat. Conf. on Computing and Information, Toronto North, May 23-27
1989.
- G9.
Simpozijum Ostvarenja i primene veštačke inteligencije, Dubrovnik,
25.-27.10.1989.
- G10.
ETAN, Zagreb, junij 1990
- G11.
12th Internat. Conf. Computer at the University, Cavtat, 5-9 June 1990.
- G12.
European Conference on Artificial Intelligence, Stockholm, August 1990
- G13-14.
Journal Informatica
- G15.
European Working Session on Learning, Porto, June 1991
- G16.
Journal: "Applied Intelligence: The Int.Journal of AI, neural
networks and Complex problem solving methodologies"
- G17.
Journal "Applied Artificial Intelligence: An Int. Journal"
- G18-22.
Journal: "Applied Intelligence: The Int.Journal of AI, neural
networks and Complex problem solving methodologies", članek: Looney
et al.: Network Models for Cognition, 1991.
- G23.
ECCAI 1992: European Conference on Artificial Intelligence, Vienna, August
1992.
- G24.
Machine Learning 1992, Aberdeen, July 1992.
- G25.
Journal: "Applied Intelligence: The Int.Journal of AI, neural
networks and Complex problem solving methodologies"
- G26.
ECML-93, Wien, April 1993.
- G27.
Journal: Elektrotehniški vestnik
- G28.
Journal: Informatica
- G29-33.
Journal: "Applied Intelligence: The Int.Journal of AI, neural
networks and Complex problem solving methodologies"
- G34.
Journal: "Computational Intelligence: An International Journal".
- G35.
European Conference on Machine Learning ECML-94, Catania, Italy, April
1994.
- G36.
Journal: Journal of Computing and Information Technology.
- G37.
Machine learning and statistics, Workshop, Catania, Italy, April 1994.
- G38.
ECAI-94: European Conference on Artificial Intelligence, Amsterdam, August
1994.
- G39-40.
Journal: Informatica.
- G41.
16th Intern.Conf. Information Technology Interfaces ITI'94, Pula, Croatia,
June 1994.
- G42-44.Journal:
Applied Intelligence
- G45.
Journal: Artificial Intelligence
- G46-47.Journal:
Applied Artificial Intelligence
- G48.
Inductive Logic Programming Workshop ILP-94, Bonn, October 1994
- G49.
Journal: Machine learning
- G50.
Int.Workshop on Learning in Intelligent Manufacturing Systems, Budapest,
April 1995
- G51.
ECML-95, Heraklion, April 1995.
- G52-53.
Journal: Machine Learning
- G54.
Journal: Applied Intelligence
- G55.
IJCAI-95, Montreal, Canada, August 1995
- G56.
ML-95, California, July 1995
- G57.
ILP-95, Leuven, Belgium, Sept. 1995
- G58.
19th \" OAGM and 1st SDRV Workshop, Maribor, SLO, May 1995
- G59.
Journal Machine learning, 1995
- G60.
Journal Applied Intelligence; 1995
- G61.
PRICAI-96, Australia
- G62.
ICML-96, Bari, Italy, July 1996
- G63.
Journal Informatica, 1996
- G64.
IDAMAP-96, Budapest, August 1996
- G65.
PRICAI-96, Australia
- G66.
ITI-96, Pula
- G67.
Journal of Computing and Information Technology, 1996
- G68.
Journal Applied Intelligence, 1996
- G69.
Journal Applied Artificial Intelligence, 1996
- G70.
Journal Applied Artificial Intelligence, 1996
- G71.
Journal Machine Learning, 1996
- G72.
AIMED-97
- G73.
Revija Informatica, 1996
- G74.
Journal of Logic programming
- G75.
Revija Applied Intelligence, 1996
- G76.
ECML-97
- G77.
Journal Informatica, 1997
- G78.
Journal Journal of Artificial Intelligence, 1997
- G79.
Journal Machine Learning, 1997
- G80-82.
Journal Future Generation Computer Systems, 1997 (3X)
- G83.
IJCAI-97
- G84.
Book, FRI, 1997
- G85.
Elektrotehnični vestnik, 1997
- G86.
AI Journal 1997
- G87.
Journal Applied Intelligence, 1997
- G88.
Journal Elektrotehniški vestnik, 1997
- G89.
Textbook, FRI, 1997
- G90.
ECAI-98, Brighton
- G91.
Journal: AI Communications, 1997
- G92.
ICML-98, July 1998, Madison
- G93
CADAM-98, Ljubljana
- G93.
AIMSA-98, Sozopol, Sept. 1998
- G94.
Journal: Applied Intelligence, 1998
- G95.
Journal: Applied Artificial Intelligence, 1998
- G96.
Journal: Applied Intelligence, 1999
- G97.
Journal: Machine Learning, 1998
- G98.
Journal: Informatica, 1998
- G99.
ECML98 Workshop on upgrading learning to the meta-level. 24. April 1998,
Chemnitz.
- G100.
ECML98, April 1998, Chemnitz
- G101.
ICML-99 Workshop: From Machine Learning to Knowledge Discovery in
Databases, Bled, 30. June 1999.
- G102.
Biology and Cognitive Science, Ljubljana, October 1999.
- G103.
The 16th International Conference on Machine Learning (ICML-99), Bled,
27-29 June 1999.
- G104.
Journal: Applied Intelligence, 1999
- G105.
Journal: Informatica, 1999
- G106.
Revija Applied Intelligence, 1999
- G107.
ECML-2000, Barcelona, May 2000
- G108.
ICML-2000, Stanford, July 2000
- G109.
FLAIRS-2001, Florida, May 2001
- G110.
ICML-2001, Williams College, MA, June/July 2001
- G111.
ITI-2000, Pula, June 2000
- G112.
3rd Int. Conf. on Cognitive Science, Ljubljana, October 2000
- G113.
AIMSA 2000, Sofia, September 2000
- G114.
Revija Applied Intelligence, 2000
- G115.
Skripta FRI, 2000.
AFTER 2000 NOT UPDATED
ANYMORE...
I:
Magazine and newspaper articles
- I1.
Kratek oris knjige:"KARDIO : A study in deep
and qualitative knowledge for expert systems", Novice, 3/90, Društvo
za medicinsko in biološko tehniko Slovenije, FER, Ljubljana, april 1990.
- I2.
Kratek oris knjige:"Tehnologija ekspertnih sistemov" Novice,
3/90, Društvo za medicinsko in biološko tehniko Slovenije, FER, Ljubljana,
april 1990.
- I3.
V.Pirnat, N.Lavrač, I.Kononenko (1990) Delo laboratorijev za umetno
inteligenco IJS in FER na področju medicinskih
ekspertnih sistemov, Novice, 3/90, Društvo za medicinsko in biološko
tehniko Slovenije, FER, Ljubljana, april 1990.
- I4.
Umetne nevronske mreže, Novice, Društvo za medicinsko in biološko tehniko
Slovenije, FER, Ljubljana, 1991.
- I5.
I.Kononenko, T.Urbančič: Poročilo z delavnice CADAM-97, Novice, Društvo za
medicinsko in biološko tehniko Slovenije, FE, Ljubljana, 1997.
- I6.Raziskovanje
subtilnih energij s Kirlianovo kamero, DELO, Priloga ZNANOST, 12. 1. 2000,
leto 42, st. 9, str. 15
- I7.
Dosedanji rezultati raziskav s Kirlianovo kamero pri nas, DELO, Priloga
ZNANOST, 19. 1. 2000, leto 42, st. 15, str. 15
- I8.
Znanstveno preverjanje telekineze in telepatije, DELO, Priloga ZNANOST,
26. 1. 2000, leto 42, st. 21, str. 15
- I9.
Telo ve vse, Misteriji, 7(76)19-22, November 1999.
- I12.
Skrivnostno življenje rastlin, revija Življenje in tehnika, 51(3)28-31,
marec 2000.
- I14.
Povečanje avre - Vpliv pitja vode iz navadnih kozarcev in Kozarcev 2000 na bioelektromagnetno polje (korone) ljudi, Misteriji,
51(5)23-24, 2000.
- I15.
Pogled v zdravje, Misteriji, 7(83)23-24, 2000.
- I16.
Nevidna resničnost, Aura, 131, 50-52, avgust 2000.
- I17.
Nevidna resničnost (2), Aura, 132, 50-52, september
2000.
- I18.
Novejši rezultati raziskav, Aura, 133, 50-51, oktober 2000.
- I19.
Sevanje mobilnih telefonov, Misteriji, 7(84)15-17, 2000.
- I20.
Poročilo s prvega dela omizja 'o psihični energiji', Aura, 130, str. 46,
Julij 2000.
- I22.
Umetnost življenja, Radostno življenje, Misteriji, 8(91)19-21, Februar
2001
- I23.
Kineziološka diagnostika in zdravljenje z esencami, Pogovor s telesom,
Misteriji, 8(91)33-35, Februar 2001
- I24.
So na"se misli sploh na"se?, Misteriji,
7(78)15-16, Januar 2000.
- I25.Znanost
v novi dobi, Sodobnost 66(1)107-114, januar 2002.
- I26.
Znanost in duhovnost, Sodobnost 66(2)259-264, februar 2002.
- I27.
Tao fizike. "Zivlj. teh., 2002, letn. 53,
št. 6, str. 32-37.
AFTER 2002 NOT UPDATED
ANYMORE...