Jan Bohacik, PhD., EUR ING

(Postdoctoral) Research Assistant in Computational Issues in TeleHealth (Medical Data Mining etc.) & Java Programmer

Research

List of published scientific papers

  1. 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. [ IEEE Xplore]
  2. 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.
  3. 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.
  4. 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 Knowledge - Web of Science][ Scopus][ IEEE Xplore]
  5. 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.
  6. 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.
  7. Bohacik, J., Davis, D. N.: Fuzzy rule-based system applied to risk estimation of cardiovascular patients, Journal of Multiple-Valued Logic and Soft Computing [ Web of Knolwedge - Journal Citation Reports][ Scopus], Volume: 20, Issue: 5-6, Year: 2013, Pages: 445-466, ISSN: 1542-3980. [ Web of Knowledge - Web of Science - Current Contents Connect - Thomson Reuters Master Journal List][ Scopus]
  8. 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 Institution of the University of Zilina in Zilina, Slovakia; Organized in: Zilina, Slovakia), Year: 2012, Pages: 1981-1985, ISBN: 978-80-554-0606-0.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. 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.
  16. 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.
  17. Bohacik, J.: Discovering fuzzy rules in databases with linguistic variable elimination, Neural Network World [ Web of Knowledge - Journal Citation Reports][ Scopus], Volume: 20, Issue: 1, Year: 2010, Pages: 45-61, ISSN: 1210-0552. [ Web of Knowledge - Web of Science - Current Contents Connect - Thomson Reuters Master Journal List][ Scopus]
  18. 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.
  19. 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.
  20. 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.
  21. 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.
  22. 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.
  23. 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.
  24. 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.
  25. 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.
  26. 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.
  27. 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.

List of conference presentations

  1. 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.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. 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.

List of other presentations

  1. Bohacik, J.: Research stay in the United Kingdom. Departmental Seminar, University of Zilina, Zilina, Slovakia, 16th October 2014.
  2. 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, 21st - 22nd May 2013.
  3. 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, 14th May 2013.
  4. 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, 08 May 2013.
  5. Bohacik, J.: An intelligent decision support system for diagnosis and management of cardiovascular disease. SET for BRITAIN 2012 Competition, House of Commons, London, United Kingdom, 12th March 2012.
  6. 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.
  7. Davis, D. N., Bohacik, J.: Data mining and decision support in cardiovascular medicine. ESC CARDIOVASCULAR ROUND TABLE E-Health Workshop, Sheraton Paris Airport Hotel & Conference Centre, Paris, France, October 2010.
  8. 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, Japan, July 2009.
  9. 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.
  10. 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.
  11. 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.
  12. 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.

List of 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. 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.
  2. 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.
  3. 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. 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.
  2. 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.

List of memberships in editorial boards and teams

List of memberships in scientific committees

List of other memberships

List of reviews

List of citations

Defended theses supervision