Peter Kokol

Igor Pernek, Karin Anna Hummel, Peter Kokol: Exercise repetition detection for resistance training based on smartphones. Personal and Ubiquitous Computing 17(4): 771-782 (2013)

Peter Kokol, Sandi Pohorec, Gregor Stiglic, Vili Podgorelec: Evolutionary design of decision trees for medical application. Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery 2(3): 237-254 (2012)

Igor Pernek, Gregor Stiglic, Peter Kokol: How Hard Am I Training? Using Smart Phones to Estimate Sport Activity Intensity. ICDCS Workshops 2012: 65-68

Sandi Pohorec, Ines Ceh, Milan Zorman, Marjan Mernik, Peter Kokol: Natural language processing resources: Using semantic web technologies. ITI 2012: 397-402

Simon Kocbek, Rune Sætre, Gregor Stiglic, Jin-Dong Kim, Igor Pernek, Yoshimasa Tsuruoka, Peter Kokol, Sophia Ananiadou, Jun'ichi Tsujii: AGRA: analysis of gene ranking algorithms. Bioinformatics 27(8): 1185-1186 (2011)

Peter Kokol, Gregor Stiglic: PRIMER ICT: A new blended learning paradigm for teaching ICT skills to older people. CBMS 2011: 1-5

Bojan Ploj, Milan Zorman, Peter Kokol: Border Pairs Method - Constructive MLP Learning Classification Algorithm. ICAIS 2011: 297-307

Simon Kocbek, Rune Sætre, Gregor Stiglic, Jin-Dong Kim, Igor Pernek, Yoshimasa Tsuruoka, Peter Kokol, Sophia Ananiadou, Jun'ichi Tsujii: Poster: Analysis of gene ranking algorithms with extraction of relevant biomedical concepts from PubMed publications. ICCABS 2011: 249

Gregor Stiglic, Peter Kokol: Interpretability of Sudden Concept Drift in Medical Informatics Domain. ICDM Workshops 2011: 609-613

Gregor Stiglic, Simon Kocbek, Igor Pernek, Peter Kokol: Tuning Decision Tree Models by Imposing Visual Constraints. MLDM Posters 2011: 38-48

Gregor Stiglic, Mateja Bajgot, Peter Kokol: Gene set enrichment meta-learning analysis: next- generation sequencing versus microarrays. BMC Bioinformatics 11: 176 (2010)

Gregor Stiglic, Juan J. Rodríguez, Peter Kokol: Finding optimal classifiers for small feature sets in genomics and proteomics. Neurocomputing 73(13-15): 2346-2352 (2010)

Gregor Stiglic, Igor Pernek, Peter Kokol: Identification of Specific Gene Expression Signatures in Oncology. BIOCOMP 2010: 760-765

Simon Kocbek, Gregor Stiglic, Igor Pernek, Peter Kokol: Stability of different feature selection methods for selecting protein sequence descriptors in protein solubility classification problem. CBMS 2010: 50-55

Helena Blazun, Peter Kokol: GEROM - On-line virtual environment for postgraduate health care education. CBMS 2010: 445-449

Peter Kokol, Vili Podgorelec, Mateja Verlic: Introduction to the special issue. Computer Methods and Programs in Biomedicine 95(2-S1): 1-3 (2009)

Miljenko Krizmaric, Mateja Verlic, Gregor Stiglic, Stefek Grmec, Peter Kokol: Intelligent analysis in predicting outcome of out-of-hospital cardiac arrest. Computer Methods and Programs in Biomedicine 95(2-S1): 22-32 (2009)

Gregor Stiglic, Simon Kocbek, Peter Kokol: Unsupervised variance based preprocessing of microarray data. CBMS 2009: 1-4

Peter Kokol, Helena Blazun: HOHNEU: E-Learning in Occupational Health Education. Nursing Informatics 2009: 844-845

Helena Blazun, Peter Kokol: Active Learning in Later Life Period. Nursing Informatics 2009: 846-847

Peter Kokol: Data-Mining and Knowledge Discovery, Introduction to. Encyclopedia of Complexity and Systems Science 2009: 1810-1812

Mateja Verlic, Gregor Stiglic, Simon Kocbek, Peter Kokol: Sentiment in Science - A Case Study of CBMS Contributions in Years 2003 to 2007. CBMS 2008: 138-143

Gregor Stiglic, Juan J. Rodríguez Diez, Peter Kokol: Feature Selection and Classification for Small Gene Sets. PRIB 2008: 121-131

Gregor Stiglic, Nawaz Khan, Peter Kokol: Knowledge Extraction from Microarray Datasets Using Combined Multiple Models to Predict Leukemia Types. Data Mining: Foundations and Practice 2008: 339-352

Gregor Stiglic, Matej Mertik, Peter Kokol, Maurizio Pighin: Detecting Fault Modules Using Bioinformatics Techniques. International Journal of Software Engineering and Knowledge Engineering 17(1): 153 (2007)

Gregor Stiglic, Peter Kokol: Evolutionary approach to combined multiple models tuning. KES Journal 11(4): 227-235 (2007)

Dejan Dinevski, Paolo Inchingolo, Ivan Krajnc, Peter Kokol: Open Source Software in Health Care and Open Three Example. CBMS 2007: 33-40

Mateja Verlic, Miljenko Krizmaric, Stefek Grmec, Peter Kokol: Intelligent Data Analysis of Out-of-Hospital Cardiac Arrest. CBMS 2007: 109-114

Milan Zorman, Peter Kokol, Mitja Lenic, José Luis Sánchez de la Rosa, José F. Sigut, Silvia Alayón: Symbol-Based Machine Learning Approach for Supervised Segmentation of Follicular Lymphoma Images. CBMS 2007: 115-120

Gregor Stiglic, Peter Kokol: Effectiveness of Rotation Forest in Meta-learning Based Gene Expression Classification. CBMS 2007: 243-250

Tatjana Welzer, Peter Kokol, Ana Habjanic, Bostjan Brumen, Marjan Druzovec, Aida Kamisalic: Teaching IT in Health Care and Nursing Program--Experiences. CBMS 2007: 349-356

Petra Povalej, Matej Kravos, Peter Kokol: Intelligent Data Analysis for Diagnostics of Alcohol Dependency. CBMS 2007: 445-450

Matjaz Debevc, Zoran Stjepanovic, Petra Povalej, Mateja Verlic, Peter Kokol: Accessible and Adaptive e-Learning Materials: Considerations for Design and Development. HCI (7) 2007: 549-558

Simon Kocbek, Primoz Kosec, Peter Kokol, Mitja Lenic, Matjaz Debevc: Discovering new knowledge with advanced data mining tool. ICALT 2007: 408-410

Gregor Stiglic, Nawaz Khan, Mateja Verlic, Peter Kokol: Gene Expression Analysis of Leukemia Samples Using Visual Interpretation of Small Ensembles: A Case Study. PRIB 2007: 189-197

Peter Kokol, Marko Kokol, Petra Kokol: The Information Density of Literary Works Through History. Cybernetics and Systems 37(4): 361-371 (2006)

Petra Povalej, Mateja Verlic, Peter Kokol, José L. Sánchez, José F. Sigut: Identifying Lymphoma in Microscopy Images with Classificational Cellular Automata. CBMS 2006: 309-314

Gregor Stiglic, Matej Mertik, Vili Podgorelec, Peter Kokol: Using Visual Interpretation of Small Ensembles in Microarray Analysis. CBMS 2006: 691-695

Matej Mertik, Mitja Lenic, Gregor Stiglic, Peter Kokol: Estimating Software Quality with Advanced Data Mining Techniques. ICSEA 2006: 19

Gregor Stiglic, Peter Kokol: Evolutionary Tuning of Combined Multiple Models. KES (2) 2006: 1297-1304

Mitja Lenic, Petra Povalej, Peter Kokol: Impact of Purity Measures on Knowledge Extraction in Decision Trees. Foundations and Novel Approaches in Data Mining 2006: 229-242

Peter Kokol (Ed.): Proceedings of the IASTED International Conference on Software Engineering, February 14-16, 2006, Innsbruck, Austria. IASTED/ACTA Press 2006, isbn 0-88986-574-4

Miljenko Krizmaric, Tanja Zmauc, Dusanka Micetic Turk, Gregor Stiglic, Peter Kokol: Time Allocation Simulation Model of Clean and Dirty Pathways in Hospital Environment. CBMS 2005: 123-127

Petra Povalej, Peter Kokol, Tatjana Welzer-Druzovec, Bruno Stiglic: Machine-Learning with Cellular Automata. IDA 2005: 305-315

Petra Povalej, Mitja Lenic, Peter Kokol: Improving Ensembles with Classificational Cellular Automata. IDEAL 2005: 242-249

Mitja Lenic, Peter Kokol, Milan Zorman, Petra Povalej, Bruno Stiglic, Ryuichi Yamamoto: Improved Knowledge Mining with the Multimethod Approach. Foundations of Data Mining and knowledge Discovery 2005: 305-318

Peter Kokol (Ed.): IASTED International Conference on Software Engineering, part of the 23rd Multi-Conference on Applied Informatics, Innsbruck, Austria, February 15-17, 2005. IASTED/ACTA Press 2005, isbn 0-88986-466-7

Ana Isabel Cardoso, Rui Gustavo Crespo, Peter Kokol: Assessing software structure by entropy and information density. ACM SIGSOFT Software Engineering Notes 29(2): 2 (2004)

Peter Kokol, Petra Povalej, Mitja Lenic, Gregor Stiglic: Building Classifier Cellular Automata. ACRI 2004: 823-830

Gregor Stiglic, Peter Kokol: Sizing tumors with TNM Classifications and Rough Sets Method. CBMS 2004: 221-223

Mitja Lenic, Petra Povalej, Milan Zorman, Peter Kokol: Multiple Opinions for Medical Decision Support. CBMS 2004: 230-235

Mitja Lenic, Petra Povalej, Peter Kokol, Ana Isabel Cardoso: Using cellular automata to predict reliability of modules. IASTED Conf. on Software Engineering and Applications 2004: 781-785

Gregor Stiglic, Peter Kokol: Bioinformatics approach to data mining of software bases. IASTED Conf. on Software Engineering and Applications 2004: 786-789

Petra Povalej, Gregor Stiglic, Peter Kokol, Bruno Stiglic, Irene Litvan, Dusan Flisar: Verifying Clinical Criteria for Parkinsonian Disorders with CART Decision Trees. KES 2004: 1018-1024

Petra Povalej, Mitja Lenic, Gregor Stiglic, Tatjana Welzer, Peter Kokol: Improving Classification Accuracy Using Cellular Automata. KES 2004: 1025-1031

Maurizio Pighin, Vili Podgorelec, Peter Kokol: Fault-Threshold Prediction with Linear Programming Methodologies. Empirical Software Engineering 8(2): 117-138 (2003)

Petra Povalej, Mitja Lenic, Milojka Molan Stiglic, Maja Skerbinjek Kavalar, Jernej Zavrsnik, Peter Kokol: A Journey trough Clinical Applications of Multimethod Decision Trees. AIME 2003: 249-253

Milan Zorman, Peter Kokol, Mitja Lenic, Petra Povalej, Bruno Stiglic, Dusan Flisar: Intelligent Platform for Automatic Medical Knowledge Acquisition: Detection and Understanding of Neural Dysfunctions. CBMS 2003: 136-

Mitja Lenic, Petra Povalej, Milan Zorman, Peter Kokol, Enis Avdicaiscevic, Bruno Stiglic: Improved Medical Decision Support with Multimethod Approach. CBMS 2003: 242-247

Enis Avdicausevic, Mitja Lenic, Peter Kokol: Unsupervised Learning Using Multivariate Symbolic Hybrid. CBMS 2003: 373-378

Damijan Rebernak, Mitja Lenic, Peter Kokol, Viljem Zumer: Finding Boundary Subjects for Medical Decision Support with Support Vector Machines. CBMS 2003: 385-390

Petra Povalej, Mitja Lenic, Milan Zorman, Peter Kokol, Margaret G. E. Peterson, Joseph M. Lane: Intelligent Data Analysis of Human Bone Density. CBMS 2003: 397-

Vili Podgorelec, Peter Kokol: Evolutionary induced decision trees for dangerous software modules prediction. Inf. Process. Lett. 82(1): 31-38 (2002)

Matej Sprogar, Peter Kokol, Silvia Alayón: Autonomous Evolutionary Algorithm in Medical Data Analysis. CBMS 2002: 71-

Vili Podgorelec, Peter Kokol, Milojka Molan Stiglic: Searching for ew Patterns in Cardiovascular Data. CBMS 2002: 111-116

Milan Zorman, Gou Masuda, Peter Kokol, Ryuichi Yamamoto, Bruno Stiglic: Mining Diabetes Database With Decision Trees and Association Rules. CBMS 2002: 134-

Mitja Lenic, Peter Kokol, Ryuichi Yamamoto: IFSIMS -Internet Frame ork Service for Intelligent Medical Systems. CBMS 2002: 295-

Vili Podgorelec, Peter Kokol, Ivan Rozman: AREX - Classification Rules Extracting Algorithm Based on Automatic Programming. ECAI 2002: 330-334

Mitja Lenic, Peter Kokol: Combining Classifiers with Multimethod Approach. HIS 2002: 374-383

Maurizio Pighin, Vili Podgorelec, Peter Kokol: Program Risk Definition via Linear Programming Techniques. IEEE METRICS 2002: 197-196

Peter Kokol, Spela Hleb Babic, Lenka Lhotská, Olga Stepánková: Intelligent medical systems - preface. I. J. Medical Informatics 63(1-2): 1-4 (2001)

Milan Zorman, Vili Podgorelec, Peter Kokol, Margaret G. E. Peterson, Matej Sprogar, Milan Ojstersek: Finding the right decision tree's induction strategy for a hard real world problem. I. J. Medical Informatics 63(1-2): 109-121 (2001)

Peter Kokol, Vili Podgorelec, Milan Zorman, Matej Sprogar, Maurizio Pighin: An Analysis of Software Correctness Prediction Methods. APAQS 2001: 33-39

Vili Podgorelec, Milan Zorman, Peter Kokol, Hans-Peter Eich, Christian Ohmann: Cross-Learning on Multiple Databases in the Case of Acute Appendicitis. CBMS 2001: 17-22

Matej Sprogar, Peter Kokol, Milan Zorman, Vili Podgorelec, Lenka Lhotská, Jirí Kléma: Evolving Groups of Basic Decision Trees. CBMS 2001: 183-188

Matej Sprogar, Peter Kokol, Milan Zorman, Vili Podgorelec, Lenka Lhotská, Jirí Kléma: Notes on Medical Decision Model Creation. ISMDA 2001: 270-275

Matej Sprogar, Peter Kokol, Spela Hleb Babic, Vili Podgorelec, Milan Zorman: Vector decision trees. Intell. Data Anal. 4(3-4): 305-321 (2000)

Naszlady Attila, Peter Kokol, Marjan Premik, Arie Hasman: Editorial. I. J. Medical Informatics 58: 1 (2000)

Vili Podgorelec, Janez Brest, Peter Kokol: Power of heterogeneous computing as a vehicle for implementing E³ medical decision support systems. I. J. Medical Informatics 58: 179-190 (2000)

Peter Kokol, Vili Podgorelec, Henri Habrias, Nassim Hadj Rabia: Ranking the Complexity of NIAM Conceptual Schemas by Alpha Metric. SIGPLAN Notices 35(3): 59-64 (2000)

Peter Kokol, Vili Podgorelec, Ana Isabel Cardoso, Francis Dion: Assessing the state of the software process development using the chaos theory. ACM SIGSOFT Software Engineering Notes 25(3): 41-43 (2000)

Peter Kokol, Vili Podgorelec, Francis Dion, Rich de Loach: Intellectual energy in software design. ACM SIGSOFT Software Engineering Notes 25(3): 44-45 (2000)

Tatjana Welzer, Ivan Rozman, Peter Kokol, J. Györös, Matjaz Colnaric, Bostjan Brumen: Computing Science Research Activities at the Faculty of Electrical Engineering, Computer Science and Informatics. ADBIS-DASFAA Symposium 2000: 266-274

Spela Hleb Babic, Peter Kokol, Milojka Molan Stiglic: Fuzzy Decision Trees in the Support of Breastfeeding. CBMS 2000: 7-12

Milan Zorman, Vili Podgorelec, Peter Kokol, Margaret G. E. Peterson, Joseph M. Lane: Decision Tree's Induction Strategies Evaluated on a Hard Real World Problem. CBMS 2000: 19-24

Vili Podgorelec, Peter Kokol: Fighting Program Bloat with the Fractal Complexity Measure. EuroGP 2000: 326-337

Vili Podgorelec, Peter Kokol, Andrej Kunej: Nuclear Power Plant Preventive Maintenance Planting Using Genetic Algorithms. IEA/AIE 2000: 611-616

Peter Kokol, Damjan Zazula, Viljem Brumec, Ljudmila Kolenc: Nursing informatics education for the next millenium. Future Generation Comp. Syst. 15(2): 211-216 (1999)

Peter Kokol, Vili Podgorelec, Milan Zorman, Tatjana Kokol, Tatjana Njivar: Computer and Natural Language Texts - A Comparison Based on Long-Range Correlations. JASIS 50(14): 1295-1303 (1999)

Peter Kokol, Vili Podgorelec, Henri Habrias, Nassim Hadj Rabia: The Complexity of Formal Specifications - Assessments by alpha-Metric. SIGPLAN Notices 34(6): 84-88 (1999)

Peter Kokol, Spela Hleb Babic, Vili Podgorelec, Milan Zorman: Some Ideas About Intelligent Medical System Design. CBMS 1999: 48-52

Spela Hleb Babic, Matej Sprogar, Milan Zorman, Peter Kokol, Dusanka Micetic Turk: Evaluating Breastfeeding Advantages Using Decision Trees. CBMS 1999: 144-149

Vili Podgorelec, Peter Kokol, Jernej Zavrsnik: Medical Diagnosis Prediction using Genetic Programming. CBMS 1999: 202-207

Vili Podgorelec, Peter Kokol, Milan Zorman: A Fractal Software Complexity Metric Analyser. EUROCAST 1999: 486-493

Peter Kokol, Milan Zorman, Vili Podgorelec, Ana Habjanic, Tanja Medos, Majda Brumec: Decision Trees - A CIM Tool in Nursing Education. HPCN Europe 1999: 951-958

Peter Kokol: Intelligent Medical Systems Design - An Overview. IC-AI 1999: 287-293

Peter Kokol, Janez Brest: Fractal Structure of Random Programs. SIGPLAN Notices 33(6): 33-38 (1998)

Peter Kokol, Vili Podgorelec, Ivan Malcic: Diagnostic Process Optimisation with Evolutionary Programming. CBMS 1998: 62-67

Vesna Prijatelj, Andrej Vuckovic, Peter Kokol: Telemedicine-Opportunity for Improving Survival Likelihood during Emergency Medical Services. CBMS 1998: 187-191

Milan Zorman, Peter Kokol, Vili Podgorelec, Milan Ojstersek, Janez Brest: Evaluation of World Wide Web Sites Using Neural Networks and Fractal Metrics. NC 1998: 944-948

Peter Kokol: Long-range Correlations in Computer Programs. Cybernetics and Systems 28(1): 43-58 (1997)

Peter Kokol, Tatjana Kokol: Linguistic Laws and Computer Programs. JASIS 47(10): 781-785 (1996)

Peter Kokol, Janez Brest, Viljem Zumer: Software Complexity - An Alternative View. SIGPLAN Notices 31(2): 35-41 (1996)

Peter Kokol, Ivan Rozman, Vlado Venuti: User Interface Metrics. SIGPLAN Notices 30(4): 36-38 (1995)

Peter Kokol, Viljem Zumer, Janez Brest, Marjan Mernik: PROMIS: A Software Metrics Tool Generator. SIGPLAN Notices 30(5): 37-42 (1995)

Peter Kokol, Jernej Zavrsnik, Kurt Kancler, Martin Bigec, Ivan Malcic, Darko Ivancevic, Bozidar Tepes: Diagnostic Process Optimisation: A Two Levelled Approach. CBMS 1995: 231-236

Peter Kokol: The Self-Similarity and Computer Programs. SIGPLAN Notices 29(1): 9-12 (1994)

Jernej Zavrsnik, Kurt Kancler, Peter Kokol, Marjan Mernik, Ivan Malcic: The computer tool of the mitral valve prolapse determination based on automatic learning. CBMS 1994: 170-175

Peter Kokol, Bruno Stiglic: MetaMet - A Soft Systemic Way Toward the Quality of Information Systems. Software Quality and Productivity 1994: 56-61

Peter Kokol, Viljem Zumer, Bruno Stiglic, Jernej Zavrsnik, Kurt Kancler: Tracing and controlling child's development using COCIDIN. CBMS 1993: 124-129

Peter Kokol, Bruno Stiglic, Viljem Zumer, Bojan Novak: Software crisis and new development paradigms or how to design reliable medical software. CBMS 1990: 137-144

Peter Kokol: Using spreadsheet software to support metric's life cycle activities. SIGPLAN Notices 24(5): 27-37 (1989)

Peter Kokol: Spreadsheet language level: how high is it? SIGPLAN Notices 23(6): 121-134 (1988)