Jan Bohacik, PhD., EUR ING, doc.

Associate Professor in Informatics (Computer Science) : Data Mining, Machine Learning, Data Analysis, Big Data, Fuzzy Logic, Algorithm Development, Medical Data, TeleHealth & Java Programming

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Research

Published scientific papers
Published books
Conference presentations
Invited presentations
Other presentations
Scientific grants and projects
Memberships in editorial boards and teams
Memberships in scientific committees
Other memberships
Reviews of scientific papers
Reviews of grant proposals
Citations of published papers
Defended theses supervision
Examiner's reports on theses

Published scientific papers

1. Kostolny, J., Bohacik, J.: Development of an education information portal with microservices, Proc of the 14th International Conference on Advanced Technologies, Systems and Services in Telecommunications - TELSIKS 2019, (Published by: IEEE, Held in: Nis, Serbia), Year: 2019, Pages: 368-371, ISBN: 978-1-7281-0878-0. [Scopus][IEEE Xplore]
2. Bohacik, J., Kula, M.: Webpage phishing detection with data mining, Journal of Information, Control and Management Systems, Volume: 17, Issue: 2, Year: 2019, Pages: 15-19, ISSN: 1336-1716.
3. Bohacik, J., Zabovsky, M.: Discretization for Naive Bayes taking the specifics of heart data into account, Journal of Information and Organizational Sciences, Volume: 43, Issue: 1, Year: 2019, Pages: 1-14, ISSN: 1846-3312. [Web of Science][Scopus]
4. Bohacik, J., Zabovsky, M.: Discovering fuzzy rules with parallelized linguistic variable elimination, Proc. of the 11th International Conference on Knowledge and Smart Technology: Technology Reinforcement and Data Absorption - KST 2019 (Published by: IEEE, Held in: Phuket, Thailand), Year: 2019, Pages: 1-5, Article Number: 8687600, ISBN: 978-1-5386-7512-0. [Web of Science][Scopus][IEEE Xplore]
5. Bohacik, J., Zabovsky, M.: Fuzzy Rule Miner: A software library used in project based teaching of topics related to knowledge discovery in databases, Proc. of the 16th IEEE International Conference on Emerging eLearning Technologies and Applications - ICETA 2018 (Published by: IEEE, Held in: Stary Smokovec, The High Tatras, Slovakia), Year: 2018, Pages: 75-80, ISBN: 978-1-5386-7912-8. [Web of Science][Scopus][IEEE Xplore]
6. Kostolny, J., Bohacik, J., Hianik, T., Vestenicky, P., Pecenkar, T., Lapin, M.: Application of modern technologies in the creation of an interactive education portal, Proc. of the 16th IEEE International Conference on Emerging eLearning Technologies and Applications - ICETA 2018 (Published by: IEEE, Held in: Stary Smokovec, The High Tatras, Slovakia), Year: 2018, Pages: 305-310, ISBN: 978-1-5386-7912-8. [Web of Science][Scopus][IEEE Xplore]
7. Chovancova, O., Postek, T., Bohacik, J.: FRIskill knowledge base management system, Proc. of the 16th IEEE International Conference on Emerging eLearning Technologies and Applications - ICETA 2018 (Published by: IEEE, Held in: Stary Smokovec, The High Tatras, Slovakia), Year: 2018, Pages: 229-236, ISBN: 978-1-5386-7912-8. [Web of Science][Scopus][IEEE Xplore]
8. Vaclavkova, M., Bohacik, J.: Creation of a software tool in project based teaching for the recruitment of employees into security companies, Proc. of the 16th IEEE International Conference on Emerging eLearning Technologies and Applications - ICETA 2018 (Published by: IEEE, Held in: Stary Smokovec, The High Tatras, Slovakia), Year: 2018, Pages: 611-616, ISBN: 978-1-5386-7912-8. [Web of Science][Scopus][IEEE Xplore]
9. Bohacik, J., Zabovsky, M.: Naive Bayes for statlog heart database with consideration of data specifics, Proc. of the 2017 IEEE 14th International Scientific Conference on Informatics (Published by: IEEE, Held in: Poprad, Slovakia), Year: 2017, Pages: 35-39, ISBN: 978-1-5386-0888-3. [Web of Science][Scopus][IEEE Xplore]
10. Bohacik, J., Zabovsky, M.: Nearest neighbor method using non-nested generalized exemplars in breast cancer diagnosis, Proc. of the 2017 IEEE 14th International Scientific Conference on Informatics (Published by: IEEE, Held in: Poprad, Slovakia), Year: 2017, Pages: 40-44, ISBN: 978-1-5386-0888-3. [Web of Science][Scopus][IEEE Xplore]
11. Kostolny, J., Bohacik, J.: Digital games in education and their development, Proc. of the 15th IEEE International Conference on Emerging eLearning Technologies and Applications - ICETA 2017 (Published by: IEEE, Held in: Stary Smokovec, The High Tatras, Slovakia), Year: 2017, Article Number: 8102494, ISBN: 978-1-5386-3294-9. [Web of Science][Scopus][IEEE Xplore]
12. Bohacik, J.: Data mining applied to Breast Cancer Wisconsin data, Journal of Information Technologies, Volume: 10, Issue: 1, Year: 2017, Pages: 1-6, ISSN: 1337-7467.
13. Bohacik, J., Fuchs, A., Benedikovic, M.: Detecting compromised accounts on the Pokec online social network, Proc. of the International Conference on Information and Digital Technologies - IDT 2017 (Published by: IEEE, Held in: Zilina, Slovakia), Year: 2017, Pages: 56-60, ISBN: 978-1-5090-5689-7. [Web of Science][Scopus][IEEE Xplore]
14. Bohacik, J.: A decision support tool for current weather and weather forecast using the Android system, Journal of Information Technologies, Volume: 9, Issue: 2, Year: 2016, Pages: 1-7, ISSN: 1337-7467.
15. Bohacik, J., Zabovsky, M.: Dissimilarity measure for comparison of fuzzified instances and its application in a fuzzy rule-based system for heart failure domain, Proc. of the IEEE 14th International Symposium on Applied Machine Intelligence and Informatics - SAMI 2016 (Published by: IEEE, Held in: Herlany, Slovakia), Year: 2016, Pages: 339 - 344, ISBN: 978-1-4673-8740-8. [Web of Science][Scopus][IEEE Xplore]
16. Bohacik, J., Matiasko, K., Benedikovic, M., Nedeljakova, I.: Algorithmic model for risk assessment of heart failure patients, Proc. of the IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications - IEEE IDAACS 2015 (Published by: IEEE, Held in: Warsaw, Poland), Year: 2015, Pages: 177-181, ISBN: 978-1-4673-8359-2. [Web of Science][Scopus][IEEE Xplore]
17. Bohacik, J., Matiasko, K., Benedikovic, M.: Linguistic variable elimination for a heart failure dataset, Proc. of the IEEE International Conference on Cybernetics - CYBCONF 2015 (Published by: IEEE; Held in: Gdynia, Poland), Year: 2015, Pages: 196-200, ISBN: 978-1-4799-8320-9. [Web of Science][Scopus][IEEE Xplore]
18. Bohacik, J.: Decision stump for prognosis of mortality rates in heart failure patients, Journal of Information Technologies, Volume: 7, Issue: 2, Year: 2014, Pages: 8-14, ISSN: 1337-7469.
19. Bohacik, J., Kambhampati, C., Davis, D. N., Cleland, J.: Use of cumulative information estimations for risk assessment of heart failure patients, Proc. of the IEEE International Conference on Fuzzy Systems - FUZZ-IEEE 2014 (Published by: IEEE; Held in: Beijing, China), Special Session: Fuzzy Decision Making and Decision Support Systems I - WeF2-4, Year: 2014, Pages: 1402-1407, ISBN: 978-1-4799-2073-0. [Web of Science][Scopus][IEEE Xplore]
20. Bohacik, J., Kambhampati, C., Davis, D. N., Cleland, J.: Use of a propositional rule learner for prognosis of mortality rates in heart failure patients, Journal of Information Technologies, Volume: 7, Issue: 1, Year: 2014, Pages: 1-9, ISSN: 1337-7467.
21. Bohacik, J., Kambhampati, C., Davis, D. N., Cleland, J.: Prediction of mortality rates in heart failure patients with data mining methods, Annales UMCS, Informatica, Volume: 13, Issue: 2, Year: 2013, Pages: 7-16, ISSN: 1732-1360, DOI: 10.2478/v10065-012-0046-7.
22. Bohacik, J., Kambhampati, C., Davis, D. N., Cleland, J.: Analysis of fuzzy decision trees on expert fuzzified heart failure data, Proc. of the IEEE International Conference on Systems, Man, and Cybernetics - IEEE SMC 2013 (Published by: IEEE; Held in: Manchester, UK), Special Session: Soft Computing - C12-01, Year: 2013, Pages: 350-355, ISBN: 978-0-7695-5154-8. [Web of Science][Scopus][IEEE Xplore]
23. Bohacik, J., Kambhampati, C., Davis, D. N., Cleland, J.: Alternating decision tree applied to risk assessment of heart failure patients, Journal of Information Technologies, Volume: 6, Issue: 2, Year: 2013, Pages: 25-33, ISSN: 1337-7467.
24. Bohacik, J., Kambhampati, C., Davis, D. N., Benedikovic, M.: Risk estimation of heart failure patients using Weka, Zbornik medzinarodnej konferencie o otvorenom softveri vo vzdelavani, vyskume a v IT rieseniach) [in English: Proc. of the International Conference on Open Source Software in Education, Research and IT Solutions] - OSSConf 2013 (Published by: Spolocnost pre otvorene informacne technologie - SOIT [in English: The Society for Open Information Technologies - SOIT] in Bratislava, Slovakia; Held in: Zilina, Slovakia), Year: 2013, Pages: 27-32, ISBN: 978-80-970457-3-9.
25. Bohacik, J., Davis, D. N.: Fuzzy rule-based system applied to risk estimation of cardiovascular patients, Journal of Multiple-Valued Logic and Soft Computing [Journal Citation Reports][Scopus], Volume: 20, Issue: 5-6, Year: 2013, Pages: 445-466, ISSN: 1542-3980. [Web of Knowledge with Current Contents][Scopus]
26. Bohacik, J., Kambhampati, C.: Classification in a heart failure dataset with a fuzzy decision tree, Proc. of The 1st Virtual International Conference on Advanced Research in Scientific Areas (Published by: EDIS - Publishing House of the University of Zilina in Zilina, Slovakia; Organized in: Zilina, Slovakia), Year: 2012, Pages: 1981-1985, ISBN: 978-80-554-0606-0.
27. Bohacik, J., Davis, D. N.: Diagnosis and management of cardiovascular disease with an intelligent decision-making support system, ULAB Journal of Science and Engineering, Volume: 3, Issue: 1, Year: 2012, Pages: 2-6, ISSN: 2079-4398.
28. Bohacik, J., Davis, D. N., Benedikovic, M.: Risk estimation of cardiovascular patients using Weka, Zbornik medzinarodnej konferencie o otvorenom softveri vo vzdelavani, vyskume a v IT rieseniach [in English: Proc. of the International Conference on Open Source Software in Education, Research and IT Solutions] - OSSConf 2012 (Published by: Spolocnost pre otvorene informacne technologie - SOIT [in English: The Society for Open Information Technologies - SOIT] in Bratislava, Slovakia; Held in: Zilina, Slovakia), Year: 2012, Pages: 15-20, ISBN: 978-80-970457-2-2.
29. Bohacik, J., Davis, D. N.: Alert rules for remote monitoring of cardiovascular patients, Journal of Information Technologies, Volume: 5, Issue: 1, Year: 2012, Pages: 16-23, ISSN: 1337-7469.
30. Bohacik, J., Davis, D. N.: Estimation of cardiovascular patient risk with a Bayesian network, Proc. of the TRANSCOM 2011 : 9-th European conference of young research and scientific workers (Published by: University of Zilina; Held in: Zilina, Slovakia), Year: 2011, Pages: 37-40, ISBN: 978-80-554-0372-4.
31. Bohacik, J., Davis, D. N.: Data mining applied to cardiovascular data, Journal of Information Technologies, Volume: 3, Issue: 2, Year: 2010, Pages: 14-21, ISSN: 1337-7469.
32. Bohacik, J.: Weka as a tool for classification tasks, Zbornik medzinarodnej konferencie o otvorenom softveri vo vzdelavani, vyskume a v IT rieseniach [in English: Proc. of the International Conference on Open Source Software in Education, Research and IT Solutions] - OSSConf 2010 (Published by: Spolocnost pre otvorene informacne technologie - SOIT [in English: The Society for Open Information Technologies - SOIT] in Bratislava, Slovakia; Held in: Zilina, Slovakia), Year: 2010, Pages: 55-63, ISBN: 978-80-970457-0-8.
33. Bohacik, J.: Survey of methods for extracting fuzzy rules using classification ambiguity, International Journal on Information Technologies and Security, Volume: 2, Issue: 2, Year: 2010, Pages: 33-44, ISSN: 1313-8251.
34. Bohacik, J., Matiasko, K., Rossetti, R.: Summary of making fuzzy rules from decision trees based on cumulative information and classification ambiguity, Journal of Information Technologies, Volume: 3, Issue: 1, Year: 2010, Pages: 1-17, ISSN: 1337-7469.
35. Bohacik, J.: Discovering fuzzy rules in databases with linguistic variable elimination, Neural Network World [Journal Citation Reports][Scopus], Volume: 20, Issue: 1, Year: 2010, Pages: 45-61, ISSN: 1210-0552. [Web of Knowledge with Current Contents][Scopus]
36. Bohacik, J.: Fuzzy pravidla ako metoda pre "dolovanie z udajov" [in English: Fuzzy rules as a method for Data Mining], Journal of Information Technologies, Volume: 2, Issue: 1, Year: 2009, Pages: 1-16, ISSN: 1337-7469.
37. Bohacik, J., Juhola, M., Levashenko, V.: Fuzzy IF-THEN rule induction with cumulative information estimations applied to real-world data, Acta Electrotechnica et Informatica, Volume: 8, Issue: 4, Year: 2008, Pages: 24-29, ISSN: 1335-8243.
38. Bohacik, J.: Ziskavanie znalosti z databaz ak su znalostami fuzzy IF-THEN pravidla [in English: Knowledge discovery in databases if the knowledge is fuzzy IF-THEN rules], Zbornik konferencie Systemova integracia 2008 [in English: Proc. of the System Integration Conference 2008] (Published by: Slovenska spolocnost pre systemovu integraciu [in English: Slovak Society for System Integration]; Held in: Bratislava, Slovakia), Year: 2008, Pages: 93-102, ISBN: 978-80-970057-0-2.
39. Bohacik, J., Levashenko, V., Zabovsky, M.: Evaluation of fuzzy IF-THEN rules in KDD, Zbornik konferencie Systemova integracia 2008 [in English: Proc. of the System Integration Conference 2008] (Published by: Slovenska spolocnost pre systemovu integraciu [in English: Slovak Society for System Integration]; Held in: Bratislava, Slovakia), Year: 2008, Pages: 72-77, ISBN: 978-80-970057-0-2.
40. Bohacik, J., Juhola, M.: Fuzzy rule induction and classification applied to otoneurological data, Journal of Information, Control and Management Systems, Volume: 6, Issue: 1, Year: 2008, Pages: 9-20, ISSN: 1336-1716.
41. Bohacik, J.: Induction by fuzzy attribute elimination, Journal of Information, Control and Management Systems, Volume: 5, Issue: 2, Year: 2007, Pages: 291-301, ISSN: 1336-1716.
42. Bohacik, J., Matiasko, K., Levashenko, V.: Software for making and using fuzzy rules, Journal of ELECTRICAL ENGINEERING, Volume: 57, Issue: 7, Year: 2006, Pages: 85-88, ISSN: 1335-3632.
43. Matiasko, K., Bohacik, J., Levashenko, V., Kovalik, S.: Learning fuzzy rules from fuzzy decision trees, Journal of Information, Control and Management Systems, Volume: 4, Issue: 2, Year: 2006, Pages: 143-154, ISSN: 1336-1716.
44. Bohacik, J.: Fuzzy classification rules induction, Proc. of the Informacionnyje sistemy i technologii: Tretia mezdunarodnaja konferencija [in English: 3rd International Conference on Information Systems and Technologies] (Published by: Belarus State Economic University; Held in: Minsk, Belarus), Year: 2006, Pages: 8-13, ISBN: 985-475-736-8.
45. Bohacik, J.: Analysis of algorithms for making fuzzy rules, Proc. of the Finalists' Papers - ACM CZ Student Research Competition - 4th Student Research Competition in Informatics and Information Technologies (Published by: Czech Technical University; Held in: Prague, Czech Republic), Year: 2006, Pages: 9-16, ISBN: 80-01-03595-6.

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Published books

1. Vaclavkova, M., Nedeljakova, I., Kovalik, S., Bohacik, J., Kopecky, J.: Informatika pre manazerov: Zaklady programovania v jazyku Java [in English: Informatics for Managers: Basics of Programming in the Java Language] (Published by: EDIS - Publishing House of the University of Zilina in Zilina, Slovakia), Year: 2016, Pages: 313, ISBN: 978-80-554-1207-8.

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Conference presentations

1. Bohacik, J., Zabovsky, M.: Discovering fuzzy rules with parallelized linguistic variable elimination, 11th International Conference on Knowledge and Smart Technology: Technology Reinforcement and Data Absorption - KST 2019, Novotel Phuket Vintage Park, Phuket, Thailand, January 2019.
2. Bohacik, J., Zabovsky, M.: Fuzzy Rule Miner: A software library used in project based teaching of topics related to knowledge discovery in databases, 16th IEEE International Conference on Emerging eLearning Technologies and Applications - ICETA 2018, Grand Hotel Stary Smokovec, Stary Smokovec, The High Tatras, Slovakia, November 2018.
3. Kostolny, J., Bohacik, J., Hianik, T., Vestenicky, P., Pecenkar, T., Lapin, M.: Application of modern technologies in the creation of an interactive education portal, Proc. of the 16th IEEE International Conference on Emerging eLearning Technologies and Applications - ICETA 2018, Grand Hotel Stary Smokovec, Stary Smokovec, The High Tatras, Slovakia, November 2018.
4. Vaclavkova, M., Bohacik, J.: Creation of a software tool in project based teaching for the recruitment of employees into security companies, 16th IEEE International Conference on Emerging eLearning Technologies and Applications - ICETA 2018, Grand Hotel Stary Smokovec, Stary Smokovec, The High Tatras, Slovakia, November 2018.
5. Bohacik, J., Zabovsky, M.: Naive Bayes for statlog heart database with consideration of data specifics, IEEE 14th International Scientific Conference on Informatics - informatics'2017, Hotel Poprad, Poprad, Slovakia, November 2017.
6. Bohacik, J., Zabovsky, M.: Nearest neighbor method using non-nested generalized exemplars in breast cancer diagnosis, IEEE 14th International Scientific Conference on Informatics - informatics'2017, Hotel Poprad, Poprad, Slovakia, November 2017.
7. Bohacik, J., Zabovsky, M.: Dissimilarity measure for comparison of fuzzified instances and its application in a fuzzy rule-based system for heart failure domain, IEEE 14th International Symposium on Applied Machine Intelligence and Informatics - SAMI 2016, Guest House of Technical University of Kosice, Herlany, Slovakia, January 2016.
8. Bohacik, J., Matiasko, K., Benedikovic, M., Nedeljakova, I.: Algorithmic model for risk assessment of heart failure patients, IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications - IEEE IDAACS 2015, Warsaw University of Technology, Warsaw, Poland, September 2015.
9. Bohacik, J., Kambhampati, C., Davis, D. N., Cleland, J.: Use of cumulative information estimations for risk assessment of heart failure patients, IEEE International Conference on Fuzzy Systems - FUZZ-IEEE 2014, Beijing International Convention Center, Beijing, China, July 2014.
10. Bohacik, J., Kambhampati, C., Davis, D. N., Cleland, J.: Analysis of fuzzy decision trees on expert fuzzified heart failure data, IEEE International Conference on Systems, Man, and Cybernetics - IEEE SMC 2013, Midland Hotel, Manchester, UK, October 2013.
11. Bohacik, J., Kambhampati, C., Davis, D. N., Benedikovic, M.: Risk estimation of heart failure patients using Weka, International Conference on Open Source Software in Education, Research and IT Solutions - OSSConf 2013, University of Zilina, Zilina, Slovakia, July 2013.
12. Bohacik, J., Davis, D. N.: Estimation of cardiovascular patient risk with a Bayesian network. TRANSCOM 2011 : 9-th European conference of young research and scientific workers, University of Zilina, Zilina, Slovakia, June 2011.
13. Bohacik, J.: Weka as a tool for classification tasks. International Conference on Open Source Software in Education, Research and IT Solutions - OSSConf 2010, University of Zilina, Zilina, Slovakia, July 2010.
14. Bohacik, J.: Discovering fuzzy rules in databases. 10th International Student Conference on Applied Mathematics and Informatics, Hotel and Conference Center Malenovice, Malenovice, Czech Republic, May 2009.
15. Bohacik, J.: Ziskavanie znalosti z databaz ak su znalostami fuzzy IF-THEN pravidla [in English: Knowledge discovery in databases if the knowledge is fuzzy IF-THEN rules]. Konferencia Systemova integracia 2008 [in English: System Integration Conference 2008], Park Inn Hotel Danube, Bratislava, Slovakia, November 2008.
16. Bohacik, J.: Fuzzy classification rules induction. Informacionnyje sistemy i technologii: Tretia mezdunarodnaja konferencija [in English: 3rd International Conference on Information Systems and Technologies], Belarus State Economic University, Minsk, Belarus, October - November 2006.
17. Bohacik, J.: Software for making and using fuzzy rules. International Conference in Applied Mathematics for Undergraduate and Graduate Students, Slovak University of Technology, Bratislava, Slovakia, April 2006.

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Invited presentations

1. Bohacik, J.: Fuzzy data mining in modern medical applications. Invited presentation given at the Seminar of the Artificial Intelligence and Pattern Recognition Research Group, University of Informatics Sciences, Havana, Cuba, January 2020.
2. Bohacik, J.: Fuzzy rules and knowledge discovery in databases. Invited presentation given at the Seminar of the Management Information System Group, Osaka Prefecture University, Sakai, Osaka, Japan, July 2009.
3. Bohacik, J.: Discovering fuzzy rules in databases. Invited presentation given at the TRIAD Seminar Series (Topics on Robotics and Distributed Artificial Intelligence), LIACC/FEUP, University of Porto, Porto, Portugal, February 2009.
4. Bohacik, J.: Fuzzy rule induction and classification applied to otoneurological data. Invited presentation given at the Graduate Seminar of the Data Analysis Research Group in Algorithm Development, University of Tampere, Tampere, Finland, April 2008.
5. Bohacik, J.: Discovering fuzzy knowledge from data. Invited presentation given at the Graduate Seminar of the Data Analysis Research Group in Algorithm Development, University of Tampere, Tampere, Finland, November 2007.

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Other presentations

1. Bohacik, J.: Introduction to knowledge discovery in the Pokec data. Data Mining Pokec Seminar, Ringier Axel Springer Slovakia a. s., Zilina, Slovakia, May 2016.
2. Bohacik, J.: Research stay in the United Kingdom. Departmental Seminar, University of Zilina, Zilina, Slovakia, October 2014.
3. Kambhampati, C., Davis, D. N., Sharvia, S., Poolsawad, N., Bohacik, J.: Decision support and data mining in home tele-health: helping clinicians to make the best choices for your health. Hull Science Festival 2014, University of Hull, Hull, United Kingdom, May 2014.
4. Kambhampati, C., Zhang, Y., Sharvia, S., Davis, D. N., Poolsawad, N., Bohacik, J.: Decision support and data mining in home tele-health: helping clinicians to make the best choices for your health. Science Showcase 2013, Hull City Hall, Hull, United Kingdom, May 2013.
5. Kambhampati, C., Zhang, Y., Poolsawad, N., Moore, L., Bohacik, J.: On-line learning for telehealth systems. 3rd Centre for Telehealth Research Meeting, Meaux Room, Staff House, University of Hull, Hull, United Kingdom, May 2013.
6. Bohacik, J.: An intelligent decision support system for diagnosis and management of cardiovascular disease. SET for BRITAIN 2012 Competition, House of Commons Terrace Marquee, London, United Kingdom, March 2012.
7. Davis, D. N., Bohacik, J., Kambhampati, C.: BRAVEHEALTH: Diagnosis and management of cardiovascular disease. Third Annual Departmental Conference for Postgraduate Research, University of Hull, Hull, United Kingdom, January 2011.
8. Bohacik, J.: Analysis of algorithms for making fuzzy rules. Final of the ACM CZ Student Research Competition 2006, Microsoft s.r.o., Prague, Czech Republic, November 2006.

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Scientific grants and projects

International scientific grants and projects

1. BRAVEHEALTH: Patient centric approach for an integrated, adaptive, context aware remote diagnosis and management of cardiovascular diseases; 7th Framework Programme of the European Commission, Grant agreement number: 248694, Call: FP7-ICT-2009-4, Objective: ICT-2009.5.1; Participant from September 2010 to July 2012.

National scientific grants and projects

1. Phishing - Identification of compromised accounts with machine learning tools; Ringier Axel Springer Slovakia, a.s. in Slovakia, Number: 64866; Participant from July 2016 to June 2017.
2. Innovation and internationalization of education - Tools for quality improvement of the University of Zilina in the European Education Area; European Regional Development Fund (ERDF), ITMS code of the project: 26110230079; Participant from February 2013 to June 2015.
3. Advancing computational frameworks for TeleHealth; Higher Education Funding Council for England (HEFCE) in the UK, Higher Education Innovation Funding (HEIF) 5, Theme 1 - Dependable and adaptive frameworks for TeleHealth; Participant from August 2012 to July 2014.
4. Centre of excellence for systems and services of intelligent transport; European Regional Development Fund (ERDF), ITMS code of the project: 26220120028; Participant from November 2009 to August 2010.
5. Adaptive data dissemination in mobile ad-hoc networks; Scientific Grant Agency (VEGA) in Slovakia, Number: 1/1116/11; Participant from January 2011 to December 2014.
6. Creating algorithms for data preparation based on multiple-valued logic and fuzzy logic; Scientific Grant Agency (VEGA) in Slovakia, Number: 1/0664/08; Participant from January 2008 to December 2010.
7. Data modeling and processing in large databases; Scientific Grant Agency (VEGA) in Slovakia, Number: 1/0796/08; Participant from January 2008 to December 2010.

Faculty scientific grants and projects

1. Machine learning in decision support systems; Faculty of Management Science and Informatics, University of Zilina, Slovakia, Number: FVG/7/2018; Principal grant holder in 2018.
2. User-centred approach for decision support systems; Faculty of Management Science and Informatics, University of Zilina, Slovakia, Number: FVG/2/2017; Principal grant holder in 2017.
3. Algorithmic model for risk assessment of heart failure patients; Faculty of Management Science and Informatics, University of Zilina, Slovakia, Number: FVG/2/2015; Principal grant holder in 2015.
4. Increasing classification accuracy of fuzzy rules induced with attribute elimination; Faculty of Management Science and Informatics, University of Zilina, Slovakia, Number: FRI 6/2008; Principal grant holder in 2008.
5. Fuzzy rule induction by attribute elimination; Faculty of Management Science and Informatics, University of Zilina, Slovakia, Number: FRI 20/2007; Principal grant holder in 2007.

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Memberships in editorial boards and teams

• Ubiquitous Computing and Communication Journal (2011 - 2019).

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Memberships in scientific committees

• Program Committee Member at the Data a znalosti & WIKT conference [in English: Data and Knowledge & WIKT; WIKT = Workshop on Intelligent and Knowledge Oriented Technologies] (2019, 2018).
• Committee Member in the Soft Computing Session at the IEEE International Conference on Systems, Man, and Cybernetics (2015).
• International Program Committee Member at the International Conference on Frontier Computing (2019, 2018).
• International Scientific Committee Member at the International Conference on Big Data, Computer Modeling and Simulation Technology (2020).
• IEEE SMC Technical Committee on Soft Computing (2013 - up to now).
• Program Committee Member at the International Conference on Data Science, Technology and Applications (2020, 2019).
• Program Committee Member at the Joint International Conference on Soft Computing and Intelligent Systems and International Symposium on Advanced Intelligent Systems (2018).
• Program Committee Member in the General Track and COI Track at the Joint World Congress of International Fuzzy Systems Association and International Conference on Soft Computing and Intelligent Systems (2017).
• Scientific Committee Member in the Vedecke sympozium Optimalizacia kompetencii zamestnancov sukromnej bezpecnosti [in English: Scientific Symposium on Optimizing the Competences of Private Security Staff] (2017).

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Other memberships

• Czech Association for Computing Machinery (ACM) Chapter (2006).

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Reviews of scientific papers

• Acta Electrotechnica et Informatica: 2020 (1x).
• AI & Society [Scopus]: 2017 (1x), 2013 (1x).
• Central European Researchers Journal: 2018 (3x).
• Computers in Biology and Medicine [Journal Citation Reports][Master Journal List with Current Contents][Scopus]: 2019 (1x), 2018 (1x), 2015 (1x).
• Concurrency and Computation: Practice and Experience [Journal Citation Reports][Master Journal List with Current Contents][Scopus]: 2018 (1x).
• Data a znalosti & WIKT conference [in English: Data and Knowledge & WIKT; WIKT = Workshop on Intelligent and Knowledge Oriented Technologies]: 2019 (2x), 2018 (1x).
• Ecological Informatics [Journal Citation Reports][Master Journal List with Current Contents][Scopus]: 2013 (1x).
• Electrical Engineering [Journal Citation Reports][Master Journal List with Current Contents][Scopus]: 2020 (1x).
• IEEE Access [Journal Citation Reports][Master Journal List with Current Contents][Scopus]: 2019 (1x).
• IEEE Conference on Systems, Process and Control: 2019 (2x).
• IEEE Control and System Graduate Research Colloquium: 2020 (1x), 2019 (1x).
• IEEE International Conference on Fuzzy Systems: 2020 (6x), 2019 (3x).
• IEEE International Conference on Systems, Man, and Cybernetics: 2015 (3x).
• IEEE International Scientific Conference on Informatics: 2019 (1x).
• IEEE Transactions on Fuzzy Systems [Journal Citation Reports][Master Journal List with Current Contents][Scopus]: 2018 (2x), 2017 (1x), 2016 (4x), 2015 (3x), 2014 (3x), 2012 (1x), 2010 (1x).
• International Conference on Big Data, Computer Modeling and Simulation Technology: 2020 (3x).
• International Conference on Computer Science and Application Engineering: 2019 (2x).
• International Conference on Data Science, Technology and Applications: 2020 (9x), 2019 (14x).
• International Conference on Frontier Computing: 2019 (2x).
• International Conference on Information and Digital Technologies: 2019 (3x), 2017 (4x), 2015 (3x).
• Journal of Information and Organizational Sciences [Scopus]: 2018 (1x).
• Journal of Intelligent Systems [Scopus]: 2017 (1x), 2015 (1x).
• OSSConf: 2011 (1x).
• Joint International Conference on Soft Computing and Intelligent Systems and International Symposium on Advanced Intelligent Systems: 2018 (2x).
• Joint World Congress of International Fuzzy Systems Association and International Conference on Soft Computing and Intelligent Systems: 2017 (4x).
• Mathematical Problems in Engineering [Journal Citation Reports][Master Journal List with Current Contents][Scopus]: 2019 (2x).

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Reviews of grant proposals

• Cultural and Educational Grant Agency of the Ministry of Education, Science, Research and Sport of the Slovak Republic (KEGA): 2017 (1x).

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Citations of published papers

• Bohacik, J.: Data mining applied to Breast Cancer Wisconsin data, Journal of Information Technologies, Volume: 10, Issue: 1, Year: 2017, Pages: 1-6, ISSN: 1337-7467
  
  
  is cited in
  
  
  1. Mushtaq, Z., Yaqub, A., Hassan, A., Su, S. F.: Performance analysis of supervised classifiers using PCA based techniques on breast cancer, Proc. of the International Conference on Engineering and Emerging Technologies - ICEET 2019 (Published by: IEEE, Held in: Lahore, Pakistan), Year: 2019, Article Number: 8711868, ISBN: 978-1-7281-0279-5. [Scopus]
  
  
• Bohacik, J., Fuchs, A., Benedikovic, M.: Detecting compromised accounts on the Pokec online social network, Proc. of the International Conference on Information and Digital Technologies - IDT 2017 (Published by: IEEE, Held in: Zilina, Slovakia), Year: 2017, Pages: 56-60, ISBN: 978-1-5090-5689-7
  
  
  is cited in
  
  
  2. Shah, S., Shah, B., Amin, A., Al-Obeidat, F., Chow, F., Moreira, F. J. L., Anwar, S.: Compromised user credentials detection in a digital enterprise using behavioral analytics, Future Generation Computer Systems, Volume: 93, Year: 2019, Pages: 407-417, ISSN: 1872-7115. [Web of Science][Scopus]
  3. Karimi, H., VanDam, C., Ye, L., Tang, J.: End-to-end compromised account detection, Proc. of the 2018 IEEE/ACM International Conference on Advances in Social Networks and Analysis and Mining (Published by: IEEE, Held in: Barcelona, Spain), Year: 2018, Pages: 314-321, ISBN: 978-1-5386-6051-5. [Scopus]
  4. Senthil Murugan, N., Usha Devi, G.: Detecting streaming of twitter spam using hybrid method, Wireless Personal Communications (Published by: Springer, USA), Volume: 103, Issue: 2, Year: 2018, Pages: 1353-1374, ISSN: 1572-834X. [Web of Science][Scopus]
  
  
• Bohacik, J., Zabovsky, M.: Dissimilarity measure for comparison of fuzzified instances and its application in a fuzzy rule-based system for heart failure domain, Proc. of the IEEE 14th International Symposium on Applied Machine Intelligence and Informatics - SAMI 2016 (Published by: IEEE, Held in: Herlany, Slovakia), Year: 2016, Pages: 339 - 344, ISBN: 978-1-4673-8740-8
  
  
  is cited in
  
  
  5. Sweidan, S., El-Sappagh, S., El-Bakry, H., Sabbeh, S., Badria, F. A., Kwak, K.-S.: A fibrosis diagnosis clinical decision support system using fuzzy knowledge, Arabian Journal for Science and Engineering, Volume: 44, Issue: 4, Year: 2019, Pages: 3781-3800, ISSN: 2191-4281. [Web of Science][Scopus]
  
  
• Bohacik, J., Matiasko, K., Benedikovic, M., Nedeljakova, I.: Algorithmic model for risk assessment of heart failure patients, Proc. of the IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications - IEEE IDAACS 2015 (Published by: IEEE, Held in: Warsaw, Poland), Year: 2015, Pages: 177-181, ISBN: 978-1-4673-8359-2
  
  
  is cited in
  
  
  6. Tripoliti, E. E., Karanasiou, G. S., Kalatzis, F. G., Bechlioulis, A., Goletsis, Y., Naka, K., Fotiadis, D. I.: HEARTEN KMS – A knowledge management system targeting the management of patients with heart failure, Journal of Biomedical Informatics, Volume: 94, Year: 2019, Article Number: 103203, ISSN: 1532-0480. [Scopus]
  7. Tripoliti, E.E., Papadopoulos, T.G., Karanasiou, G.S., Naka, K.K., Fotiadis, D.I.: Heart failure: Diagnosis, severity estimation and prediction of adverse events through machine learning techniques, Computational and Structural Biotechnology Journal, Volume: 15, Year: 2017, Pages: 26-47, ISSN: 2001-0370. [Scopus]
  8. Tripoliti, E.E., Karanasiou, G.S., Kalatzis, F.G., Fotiadis, D.I., Ghimenti, S., Lomonaco, T., Bellagambi, F., Fuoco, R., Naka, K.K., Bechlioulis, A., Marzilli, M., Scali, M.C., Goletsis, Y., Errachid, A.: Predicting heart failure patient events by exploiting saliva and breath biomarkers information, Proc. of the 2017 IEEE 17th International Conference on Bioinformatics and Bioengineering (Published by: IEEE, Held in: Herndon, Washington DC, USA), Year: 2017, Pages: 285-290, ISBN: 978-1-5386-1324-5. [Web of Science][Scopus]
  
  
• Bohacik, J., Matiasko, K., Benedikovic, M.: Linguistic variable elimination for a heart failure dataset, Proc. of the IEEE International Conference on Cybernetics - CYBCONF 2015 (Published by: IEEE; Held in: Gdynia, Poland), Year: 2015, Pages: 196-200, ISBN: 978-1-4799-8320-9
  
  
  is cited in
  
  
  9. Varnavsky, A., Antonenco, A.: Determining a human cardiac pacemaker using fuzzy logic, Journal of Physics: Conference Series, Volume: 803, Issue: 1, Year: 2017, Article Number: 012168, ISSN: 1742-6588. [Scopus]
  
  
• Bohacik, J., Kambhampati, C., Davis, D. N., Cleland, J.: Use of cumulative information estimations for risk assessment of heart failure patients, Proc. of the IEEE International Conference on Fuzzy Systems - FUZZ-IEEE 2014 (Published by: IEEE; Held in: Beijing, China), Special Session: Fuzzy Decision Making and Decision Support Systems I - WeF2-4, Year: 2014, Pages: 1402-1407, ISBN: 978-1-4799-2073-0
  
  
  is cited in
  
  
  10. Wong, B. N., Ho, G. T. S., Tsui, E.: Development of an intelligent e-healthcare system for the domestic care industry, Industrial Management & Data Systems, Volume: 117, Issue: 7, Year: 2017, Pages: 1426-1445, ISSN: 0263-5577. [Web of Science][Scopus]
  11. Benedikovic, M.: Decision tree applied to diagnosis of diabetes for Pima Indian female patients, Journal of Information Technologies, Volume: 7, Issue: 1, Year: 2014, Pages: 10-17, ISSN: 1337-7469.
  
  
• Bohacik, J., Kambhampati, C., Davis, D. N., Cleland, J.: Use of a propositional rule learner for prognosis of mortality rates in heart failure patients, Journal of Information Technologies, Volume: 7, Issue: 1, Year: 2014, Pages: 1-9, ISSN: 1337-7467
  
  
  is cited in
  
  
  12. Benedikovic, M.: Diagnosis of diabetes for Pima Indian female patients with a propositional rule learner, Journal of Information Technologies, Volume: 7, Issue: 2, Year: 2014, Pages: 1-7, ISSN: 1337-7469.
  
  
• Bohacik, J., Kambhampati, C., Davis, D. N., Cleland, J.: Prediction of mortality rates in heart failure patients with data mining methods, Annales UMCS, Informatica, Volume: 13, Issue: 2, Year: 2013, Pages: 7-16, ISSN: 1732-1360, DOI: 10.2478/v10065-012-0046-7
  
  
  is cited in
  
  
  13. Yakti, S., Chalil Madathil, S., Khasawneh M. T., Saygi, S.: Mortality prediction for atrial fibrillation patients using neural networks, Proc. of the IISE Annual Conference and Expo 2018 (Published by: Institute of Industrial and Systems Engineers, USA; Held in: Orlando, Florida, USA), Year: 2018, Pages: 2086-2091, ISBN: 978-0-9837624-7-8. [Scopus]
  14. Benedikovic, M.: Diagnosis of diabetes for Pima Indian female patients with a propositional rule learner, Journal of Information Technologies, Volume: 7, Issue: 2, Year: 2014, Pages: 1-7, ISSN: 1337-7469.
  15. Benedikovic, M.: Decision tree applied to diagnosis of diabetes for Pima Indian female patients, Journal of Information Technologies, Volume: 7, Issue: 1, Year: 2014, Pages: 10-17, ISSN: 1337-7469.
  
  
• Bohacik, J., Kambhampati, C., Davis, D. N., Cleland, J.: Analysis of fuzzy decision trees on expert fuzzified heart failure data, Proc. of the IEEE International Conference on Systems, Man, and Cybernetics - IEEE SMC 2013 (Published by: IEEE; Held in: Manchester, UK), Special Session: Soft Computing - C12-01, Year: 2013, Pages: 350-355, ISBN: 978-0-7695-5154-8
  
  
  is cited in
  
  
  16. Benedikovic, M.: Decision tree applied to diagnosis of diabetes for Pima Indian female patients, Journal of Information Technologies, Volume: 7, Issue: 1, Year: 2014, Pages: 10-17, ISSN: 1337-7469.
  
  
• Bohacik, J., Kambhampati, C., Davis, D. N., Cleland, J.: Alternating decision tree applied to risk assessment of heart failure patients, Journal of Information Technologies, Volume: 6, Issue: 2, Year: 2013, Pages: 25-33, ISSN: 1337-7467
  
  
  is cited in
  
  
  17. Tripoliti, E. E., Karanasiou, G. S., Kalatzis, F. G., Bechlioulis, A., Goletsis, Y., Naka, K., Fotiadis, D. I.: HEARTEN KMS – A knowledge management system targeting the management of patients with heart failure, Journal of Biomedical Informatics, Volume: 94, Year: 2019, Article Number: 103203, ISSN: 1532-0480. [Scopus]
  18. Rjeily, C. B., Badr G., El Hassani A. H., Andres E.: Medical data mining for heart diseases and the future of sequential mining in medical field, Intelligent Systems Reference Library, Volume: 149, Year: 2019, Pages: 71-99, ISSN: 1868-4394. [Web of Science][Scopus]
  19. Dubey, A. K., Choudhary, K.: A systematic review and analysis of the heart disease prediction methodology, International Journal of Advanced Computer Research (Published by: ACCENT Social and Welfare Society, India), Volume: 8, Issue: 38, Year: 2018, Pages: 240-256, ISSN: 2277-7970. [Scopus]
  20. Chandralekha, M., Shenbagavadivu, N.: Performance analysis of various machine learning techniques to predict cardiovascular disease: An emprical study, Applied Mathematics and Information Sciences, Volume: 12, Issue: 1, Year: 2018, Pages: 217-226, ISSN: 1935-0090. [Scopus]
  21. Rjeily, C.B., Badr, G., Hassani, A.H.A., Andres, E.: Predicting heart failure class using a sequence prediction algorithm, Proc. of the International Conference on Advances in Biomedical Engineering (Published by: IEEE; Held in: Beirut, Lebanon), Year: 2017, Pages: 29-32, ISBN: 978-1-5386-1642-0. [Web of Science][Scopus]
  22. Rjeily, C.B., Badr, G., Hassani, A.H.E., Andres, E.: Sequence prediction algorithm for heart failure prediction, Proc. of the International Conference on E-Health (Published by: IEEE; Held in: Lisbon, Portugal), Year: 2017, Pages: 109-116, ISBN: 978-989-8533-65-4. [Scopus]
  23. Tripoliti, E.E., Papadopoulos, T.G., Karanasiou, G.S., Naka, K.K., Fotiadis, D.I.: Heart failure: Diagnosis, severity estimation and prediction of adverse events through machine learning techniques, Computational and Structural Biotechnology Journal, Volume: 15, Year: 2017, Pages: 26-47, ISSN: 2001-0370. [Scopus]
  24. Tripoliti, E.E., Karanasiou, G.S., Kalatzis, F.G., Fotiadis, D.I., Ghimenti, S., Lomonaco, T., Bellagambi, F., Fuoco, R., Naka, K.K., Bechlioulis, A., Marzilli, M., Scali, M.C., Goletsis, Y., Errachid, A.: Predicting heart failure patient events by exploiting saliva and breath biomarkers information, Proc. of the 2017 IEEE 17th International Conference on Bioinformatics and Bioengineering (Published by: IEEE, Held in: Herndon, Washington DC, USA), Year: 2017, Pages: 285-290, ISBN: 978-1-5386-1324-5. [Web of Science][Scopus]
  25. Aljaaf, A.J., Al-Jumeily, D., Hussain, A.J., Dawson, T., Fergus, P., Al-Jumaily, M.: Predicting the likelihood of heart failure with a multi level risk assessment using decision tree, Proc. of the 3rd International Conference on Technological Advances in Electrical, Electronics and Computer Engineering (Published by: IEEE; Held in: Beirut, Lebanon), Year: 2015, Pages: 101-106, ISBN: 978-1-4799-5679-1. [Scopus]
  26. Benedikovic, M.: Decision tree applied to diagnosis of diabetes for Pima Indian female patients, Journal of Information Technologies, Volume: 7, Issue: 1, Year: 2014, Pages: 10-17, ISSN: 1337-7469.
  
  
• Bohacik, J., Davis, D. N.: Fuzzy rule-based system applied to risk estimation of cardiovascular patients, Journal of Multiple-Valued Logic and Soft Computing, Volume: 20, Issue: 5-6, Year: 2013, Pages: 445-466, ISSN: 1542-3980
  
  
  is cited in
  
  
  27. Dudchenko, A., Kopanitsa, G. Decision support systems in cardiology: A systematic review, Proc. of the 14th International Conference on Wearable Micro and Nano Technologies for Personalized Health (Published by: IOS Press, Held in: Eindhoven, The Netherlands), Year: 2017, Pages: 209-214, ISBN: 978-1-61499-760-3. [Scopus]
  28. Benedikovic, M.: Decision tree applied to diagnosis of diabetes for Pima Indian female patients, Journal of Information Technologies, Volume: 7, Issue: 1, Year: 2014, Pages: 10-17, ISSN: 1337-7469.
  
  
• Bohacik, J., Kambhampati, C.: Classification in a heart failure dataset with a fuzzy decision tree, Proc. of The 1st Virtual International Conference on Advanced Research in Scientific Areas (Published by: EDIS - Publishing House of the University of Zilina in Zilina, Slovakia; Organized in: Zilina, Slovakia), Year: 2012, Pages: 1981-1985, ISBN: 978-80-554-0606-0
  
  
  is cited in
  
  
  29. Kadi, I., Idri, A.: Cardiovascular dysautonomias diagnosis using crisp and fuzzy decision tree: A comparative study, Proc. of 10th Annual Conference on Health Informatics Meets eHealth (Published by: IOS Press, Organized in: Vienna, Austria), Year: 2016, Pages: 1-8, DOI: 10.3233/978-1-61499-645-3-1. [Scopus]
  
  
• Bohacik, J., Davis, D. N.: Diagnosis and management of cardiovascular disease with an intelligent decision-making support system, ULAB Journal of Science and Engineering, Volume: 3, Issue: 1, Year: 2012, Pages: 2-6, ISSN: 2079-4398
  
  
  is cited in
  
  
  30. Benedikovic, M.: Diagnosis of diabetes for Pima Indian female patients with a propositional rule learner, Journal of Information Technologies, Volume: 7, Issue: 2, Year: 2014, Pages: 1-7, ISSN: 1337-7469.
  31. Benedikovic, M.: Decision tree applied to diagnosis of diabetes for Pima Indian female patients, Journal of Information Technologies, Volume: 7, Issue: 1, Year: 2014, Pages: 10-17, ISSN: 1337-7469.
  
  
• Bohacik, J., Davis, D. N., Benedikovic, M.: Risk estimation of cardiovascular patients using Weka, Zbornik medzinarodnej konferencie o otvorenom softveri vo vzdelavani, vyskume a v IT rieseniach [in English: Proc. of the International Conference on Open Source Software in Education, Research and IT Solutions] - OSSConf 2012 (Published by: Spolocnost pre otvorene informacne technologie - SOIT [in English: The Society for Open Information Technologies - SOIT] in Bratislava, Slovakia; Held in: Zilina, Slovakia), Year: 2012, Pages: 15-20, ISBN: 978-80-970457-2-2
  
  
  is cited in
  
  
  32. Poolsawad, N., Moore, L., Kambhampati, C., Cleland, J. G. F.: Issues in the mining of heart failure datasets, International Journal of Automation and Computing, Volume: 11, Issue: 2, Year: 2014, Pages: 162-179, ISSN: 1476-8186. [Scopus]
  
  
• Bohacik, J., Davis, D. N.: Alert rules for remote monitoring of cardiovascular patients, Journal of Information Technologies, Volume: 5, Issue: 1, Year: 2012, Pages: 16-23, ISSN: 1337-7469
  
  
  is cited in
  
  
  33. Poolsawad, N., Moore, L., Kambhampati, C., Cleland, J. G. F.: Issues in the mining of heart failure datasets, International Journal of Automation and Computing, Volume: 11, Issue: 2, Year: 2014, Pages: 162-179, ISSN: 1476-8186. [Scopus]
  
  
• Bohacik, J., Davis, D. N.: Estimation of cardiovascular patient risk with a Bayesian network, Proc. of the TRANSCOM 2011 : 9-th European conference of young research and scientific workers (Published by: University of Zilina; Held in: Zilina, Slovakia), Year: 2011, Pages: 37-40, ISBN: 978-80-554-0372-4
  
  
  is cited in
  
  
  34. Das, R., Dan, S., Pal, T. K.: Endorsement of small patients population study through data mining classification: Significance to manifest drug interaction study of cardiovascular dosage formulation, International Journal of Pharmacy and Pharmaceutical Sciences, Volume: 6, Issue: 8, Year: 2014, Pages: 117-122, ISSN: 0975-1491. [Scopus]
  35. Poolsawad, N., Moore, L., Kambhampati, C., Cleland, J. G. F.: Issues in the mining of heart failure datasets, International Journal of Automation and Computing, Volume: 11, Issue: 2, Year: 2014, Pages: 162-179, ISSN: 1476-8186. [Scopus]
  36. Wu, K., Ye, S.: An information security threat assessment model based on Bayesian network and OWA operator, Applied Mathematics and Information Sciences, Volume: 8, Issue: 2, Year: 2014, Pages: 833-838, ISSN: 1935-0090. [Scopus]
  
  
• Bohacik, J., Davis, D. N.: Data mining applied to cardiovascular data, Journal of Information Technologies, Volume: 3, Issue: 2, Year: 2010, Pages: 14-21, ISSN: 1337-7469
  
  
  is cited in
  
  
  37. Benedikovic, M.: Diagnosis of diabetes for Pima Indian female patients with a propositional rule learner, Journal of Information Technologies, Volume: 7, Issue: 2, Year: 2014, Pages: 1-7, ISSN: 1337-7469.
  38. Poolsawad, N., Moore, L., Kambhampati, C., Cleland, J. G. F.: Issues in the mining of heart failure datasets, International Journal of Automation and Computing, Volume: 11, Issue: 2, Year: 2014, Pages: 162-179, ISSN: 1476-8186. [Scopus]
  39. Trnka, A., Kovarova, M., Doci, I.: Vyskyt sexualnych poruch v SR - patrocna analyza pomocou dolovania dat [in English: Occurrence of sexual disorders in Slovakia - a five-year analysis with Data Mining], Forum Staticum Slovacum, Volume: 7, Issue: 2, Year: 2011, Pages: 185-192, ISSN: 1336-7420.
  
  
• Bohacik, J.: Fuzzy pravidla ako metoda pre "dolovanie z udajov" [in English: Fuzzy rules as a method for Data Mining], Journal of Information Technologies, Volume: 2, Issue: 1, Year: 2009, Pages: 1-16, ISSN: 1337-7469
  
  
  is cited in
  
  
  40. Trnka, A.: Control of production processes with selected data mining algorithms, Proc. of the Infokom-4 = Infokomunikacionnyje technologii v nauke, proizvodstve u obrazovanii: cetvjortaja mezdunarodnaja naucno-techniceskaja konferencia [in English: 4th international scientific-technical conference "Infocommunicational technologies in science, manufacture and education"] (Published by: Severo-Kavkazskogo gosudarstvennogo techniceskogo universiteta [in English: North Caucasus State Technical University]; Held in: Stavropol, Russia), Year: 2010, Pages: 183-188.
  
  
• Bohacik, J., Juhola, M., Levashenko, V.: Fuzzy IF-THEN rule induction with cumulative information estimations applied to real-world data, Acta Electrotechnica et Informatica, Volume: 8, Issue: 4, Year: 2008, Pages: 24-29, ISSN: 1335-8243
  
  
  is cited in
  
  
  41. Trnka, A.: Vyuzitie procesu ziskavania znalosti z databaz pri riadeni procesov [in English: Making use of knowledge discovery in databases during process control], Journal of Information Technologies, Volume: 2, Issue: 1, Year: 2009, Pages: 17-22, ISSN: 1337-7469.
  
  
• Bohacik, J., Juhola, M.: Fuzzy rule induction and classification applied to otoneurological data, Journal of Information, Control and Management Systems, Volume: 6, Issue: 1, Year: 2008, Pages: 9-20, ISSN: 1336-1716
  
  
  is cited in
  
  
  42. Markova, V.: Induction of rules from fuzzy time series, Proc. of the International Conference on Information Technologies - Info-Tech-2014 (Published by: Publishing House of Technical University – Sofia in Bulgaria; Held in: Varna – St. St. Constantine and Elena resort, Bulgaria), Year: 2014, Pages: 203-206, ISSN: 1314-1023.
  
  
• Bohacik, J.: Induction by fuzzy attribute elimination, Journal of Information, Control and Management Systems, Volume: 5, Issue: 2, Year: 2007, Pages: 291-301, ISSN: 1336-1716
  
  
  is cited in
  
  
  43. Trnka, A.: Vyuzitie procesu ziskavania znalosti z databaz pri riadeni procesov [in English: Making use of knowledge discovery in databases during process control], Journal of Information Technologies, Volume: 2, Issue: 1, Year: 2009, Pages: 17-22, ISSN: 1337-7469.
  
  
• Bohacik, J., Matiasko, K., Levashenko, V.: Software for making and using fuzzy rules, Journal of ELECTRICAL ENGINEERING, Volume: 57, Issue: 7, Year: 2006, Pages: 85-88, ISSN: 1335-3632
  
  
  is cited in
  
  
  44. Valentikova, E., Zabovska, K., Zabovsky, M.: Datovy sklad na vlastnej kozi [in English: First-hand experience of a data warehouse], Zbornik konferencie Systemova integracia 2008 [in English: Proc. of the System Integration Conference 2008] (Published by: Slovenska spolocnost pre systemovu integraciu [in English: Slovak Society for System Integration]; Held in: Banska Bystrica, Slovakia), Year: 2008, Pages: 78-84, ISBN: 978-80-970057-0-2.
  
  
• Matiasko, K., Bohacik, J., Levashenko, V., Kovalik, S.: Learning fuzzy rules from fuzzy decision trees, Journal of Information, Control and Management Systems, Volume: 4, Issue: 2, Year: 2006, Pages: 143-154, ISSN: 1336-1716
  
  
  is cited in
  
  
  45. Di Martino, F., Sessa, S.: Energy and entropy measures of fuzzy relations for data analysis, Entropy, Volume: 20, Issue: 6, Year: 2018, Article Number: 424, ISSN: 1099-4300. [Web of Science][Scopus]
  46. Mokhtar, B., Azab, M., Shehata, N., Rizk, M.: Hybrid intelligence nano-enriched sensing and management system for efficient water-quality monitoring, Proc. of the SAI Intelligent Systems Conference (Published by: Springer; Held in: London, UK), Year: 2018, Pages: 584-604, ISBN: 978-3-319-56994-9. [Web of Science]
  47. Mokhtar, B., Azab, M., Shehata, N., Rizk, M.: System-aware smart network management for nano-enriched water quality monitoring, Journal of Sensors, Volume: 2016, Year 2016, Article Number: 3023018, ISSN: 1687-725X. [Web of Science][Scopus]
  48. Wahiba, B. A., Ahmed, B. E. F.: New fuzzy decision tree model for text classification, Advances in Intelligent Systems and Computing, Volume: 407, Year: 2016, Pages: 309-320, ISSN: 2194-5357. [Scopus]
  49. Rostek, K.: Benchmarking Collaborative Networks: A Key to SME Competitiveness (Published by: Springer International Publishing in Cham, Switzerland), Year: 2015, Pages: 182, ISBN: 978-3-319-16735-0. [Web of Science]
  50. Gupta, V. A., Soni, S.: Review of fuzzy decision tree: An improved decision making classifier, SSRG International Journal of Computer Science and Engineering, Volume: 1, Issue: 9, Year: 2014, Pages: 27-32, ISSN: 2348-8387.
  51. Sendhilkumar, S., Selvakumar, K., Mahalakshimi, G.: Application of fuzzy logic for user classification in personalized web seach, International Journal on Cybernetics and Informatics, Volume: 3, Issue: 3, Year: 2014, Pages: 23-49, ISSN: 2320-8430.

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Defended theses supervision

• Master thesis: 2019-2020 (1x), 2017-2018 (2x), 2016-2017 (2x), 2015-2016 (2x), 2014-2015 (2x), 2013-2014 (1x).
• Bachelor's thesis: 2019-2020 (3x), 2018-2019 (3x), 2017-2018 (3x), 2016-2017 (2x), 2015-2016 (3x), 2014-2015 (3x), 2013-2014 (1x).

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Examiner's reports on theses

• PhD thesis: 2019-2020 (1x).
• Draft of PhD thesis for the PhD Comprehensive Examination: 2019-2020 (1x).
• Master thesis: 2019-2020 (1x), 2016-2017 (1x), 2015-2016 (1x), 2006-2007 (2x).
• Bachelor's thesis: 2018-2019 (2x), 2017-2018 (4x), 2016-2017 (3x), 2015-2016 (3x), 2014-2015 (4x), 2006-2007 (5x).

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