Publication Records

SCHWARZEROVÁ, Jana, Aleš KOSTOVAL, Adam BAJGER, Lucia JAKUBÍKOVÁ, Iro PIERDOU, Lubomír POPELÍNSKÝ, K. SEDLÁŘ and Wolfram WECKWERTH. A Revealed Imperfection in Concept Drift Correction in Metabolomics Modeling. In Ewa Pietka, Pawel Badura, Jacek Kawa, Wojciech Wieclawek. Information Technology in Biomedicine: 9th International Conference, ITIB 2022. Kamien Slaski: Springer, 2022, p. 498-509. ISBN 978-3-031-09134-6. Available from: https://dx.doi.org/10.1007/978-3-031-09135-3_42.

HETLEROVIĆ, Dušan, Lubomír POPELÍNSKÝ, P. BRAZDIL, C. SOARES and F. FREAITAS. On Usefulness of Outlier Elimination in Classification Tasks. Online. In Tassadit Bouadi, Élisa Fromont, Eyke Hüllermeier. International Symposium on Intelligent Data Analysis 2022. Rennes: Springer, 2022, p. 143-156. ISBN 978-3-031-01332-4. Available from: https://dx.doi.org/10.1007/978-3-031-01333-1_12.

SCHWARZEROVÁ, Jana, Adam BAJGER, I. PIERDOU, Lubomír POPELÍNSKÝ, Karel SEDLÁŘ and W. WECKWERTH. An Innovative Perspective on Metabolomics Data Analysis in Biomedical Research Using Concept Drift Detection. Online. In Yufei Huang and Lukasz A. Kurgan and Feng Luo and Xiaohua Hu and Yidong Chen and Edward R. Dougherty and Andrzej Kloczkowski and Yaohang Li. Proceedings of BIBM 2021. Houston, TX, USA: IEEE, 2021, p. 3075-3082. ISBN 978-1-6654-0126-5. Available from: https://dx.doi.org/10.1109/BIBM52615.2021.9669418.

VACULÍK, Karel and Lubomír POPELÍNSKÝ. A genetic algorithm for discriminative graph pattern mining. Online. In Bipin C. Desai and Dimosthenis Anagnostopoulos and Yannis Manolopoulos and Mara Nikolaidou. Proceedings of the 23rd International Database Applications & Engineering Symposium, IDEAS 2019, Athens, Greece. New York: ACM, 2019, p. 461-462. ISBN 978-1-4503-6249-8. Available from: https://dx.doi.org/10.1145/3331076.3331113.

HETLEROVIĆ, Dušan and Lubomír POPELÍNSKÝ. Filtering outliers to improve classification. First results. Online. In Peter Butka, František Babič, Ján Paralič. Data a Znalosti & WIKT 2019. Košice: Fakulta elektrotechniky a informatiky - Technická univerzita v Košiciach, 2019, p. 124-128. ISBN 978-80-553-3354-0.

MIKLÁŠOVÁ, Kristína, Ondřej LOMIČ, Lukáš CÍSAR, Lubomír POPELÍNSKÝ and Veronika KREJČÍŘOVÁ. Autoencoders vs. others for anomaly detection. Online. In Jaroslav Zendulka, Mária Bieliková, Radek Burget, Zbyněk Křivka. DATA A ZNALOSTI & WIKT 2018, sborník konference. Brno: Vysoké učení technické v Brně, 2018, p. 215-220. ISBN 978-80-214-5679-2.

PETLIAK, Nataliia, Oleksandra TMENOVA, Matúš NÁMEŠNÝ, Tomáš BONČO and Lubomír POPELÍNSKÝ. Performing Feature Selection Before Removing Outliers To Increase Classfier's Accuracy. Online. In Jaroslav Zendulka, Mária Bieliková, Radek Burget, Zbyněk Křivka. DATA A ZNALOSTI & WIKT 2018, sborník konference. Brno: VUT Brno, 2018, p. 77-82. ISBN 978-80-214-5679-2.

GALLO, Matej, Lubomír POPELÍNSKÝ and Karel VACULÍK. To text summarization by dynamic graph mining. Online. In S. Krajči. ITAT 2018 Proceedings,. Košice: Safarik University, Faculty of Science, Kosice, Slovakia, 2018, p. 28-34. ISBN 978-1-72726-719-8.

VACULÍK, Karel and Lubomír POPELÍNSKÝ. WalDis: Mining Discriminative Patterns within Dynamic Graphs. Online. In IDEAS '18 Proceedings of the 22nd International Database Engineering & Applications Symposium. NY, USA: ACM New York, 2018, p. 95-102. ISBN 978-1-4503-6527-7. Available from: https://dx.doi.org/10.1145/3216122.3216172.

ANTLOVÁ, Klára, Petra RYDVALOVÁ and Lubomír POPELÍNSKÝ. Knowledge-based System for Assessing Vitality of Family Businesses in the Czech Republic. In Aleš Kocourek. Proceedings of 13th Liberec Economic Forum. Liberec: Technical University of Liberec, 2017, p. 181-187. ISBN 978-80-7494-349-2.

SEDLÁK, Jan and Lubomír POPELÍNSKÝ. Rapid automatic vehicle manufacturer recognition using Random forest. Online. In Bipin C. Desai and Jun Hong and Richard McClatchey. Proceedings of the 21st International Database Engineering Applications Symposium, IDEAS. Bristol: ACM, 2017, p. 161-168. ISBN 978-1-4503-5220-8. Available from: https://dx.doi.org/10.1145/3105831.3105869.

VACULÍK, Karel and Lubomír POPELÍNSKÝ. WalDis: Mining Discriminative Patterns within Dynamic Graphs. In MEMICS 2017. 12th Doctoral Workshop on Mathematical and Engineering Methods in Computer Science. 2017.

VACULÍK, Karel and Lubomír POPELÍNSKÝ. DGRMiner: Anomaly Detection and Explanation in Dynamic Graphs. In Boström, H., Knobbe, A., Soares, C., Papapetrou, P. Advances in Intelligent Data Analysis XV - 15th International Symposium, IDA 2016. Neuveden: LNCS 9897, Springer, 2016, p. 308-319. ISBN 978-3-319-46348-3. Available from: https://dx.doi.org/10.1007/978-3-319-46349-0_27.

MICHÁLIK, Juraj, Lubomír POPELÍNSKÝ, Klára ANTLOVÁ and Petra RYDVALOVÁ. Strojové učení pro analýzu rodinného podnikání (Machine learning for family business analysis). In Mária Bieliková, Ivan Srba. Proceedings in Informatics and Information Technologies. Bratislava: WIKT & DaZ. Bratislava: Nakladatel’stvo STU, 2016, p. 81-84. ISBN 978-80-227-4619-9.

GÉRYK, Jan, Lubomír POPELÍNSKÝ and Jozef TRIŠČÍK. Visual Anomaly Detection in Educational Data. Online. In Christo Dichev, Gennady Agre. Artificial Intelligence: Methodology, Systems, and Applications: 17th International Conference, AIMSA 2016, Varna, Bulgaria, September 7-10, 2016, Proceedings. Bulgaria: Springer International Publishing, 2016, p. 99-108. ISBN 978-3-319-44747-6. Available from: https://dx.doi.org/10.1007/978-3-319-44748-310.

NEZVALOVÁ, Leona, Lubomír POPELÍNSKÝ, Luis TORGO and Karel VACULÍK. Class-Based Outlier Detection: Staying Zombies or Awaiting for Resurrection?. Online. In Elisa Fromont, Tijl De Bie, Matthijs van Leeuwen. Advances in Intelligent Data Analysis XIV - 14th International Symposium, IDA 2015. Neuveden: Springer, 2015, p. 193-204. ISBN 978-3-319-24464-8. Available from: https://dx.doi.org/10.1007/978-3-319-24465-5_17.

MRÁKOVÁ, Eva and Lubomír POPELÍNSKÝ. Sbírka řešených úloh z logiky pro informatiky (Introduction to Logic for Computer Science: Tasks and Solutions). Vydání první. Brno: Masarykova univerzita, 2015, 82 pp. ISBN 978-80-210-7843-7.

MRÁKOVÁ, Eva and Lubomír POPELÍNSKÝ. Sbírka řešených úloh z logiky pro informatiky. 1. vyd. Brno: Masarykova univerzita, 2015, 80 pp. ISBN 978-80-210-7843-7.

GÉRYK, Jan and Lubomír POPELÍNSKÝ. Vizualizace velkých dat (Visualization of Big Data). Online. In Michal Valenta, Petr Šaloun, Dušan Chlapek. Proceedings of the Annual Conference on Data and Knowledge. 1. vydání. Ostrava: Vysoká škola báňská-Technická univerzita Ostrava, 2015, p. 15-17. ISBN 978-80-248-3824-3.

GÉRYK, Jan and Lubomír POPELÍNSKÝ. Analysis of Student Retention and Drop-out using Visual Analytics. Online. In John Stamper, Zachary Pardos, Manolis Mavrikis, and Bruce M. McLaren (Eds.). Proceedings of the 7th International Conference on Educational Data Mining (EDM 2014). London, United Kingdom: International Educational Data Mining Society, 2014, p. 331-332. ISBN 978-0-9839525-4-1.

BYDŽOVSKÁ, Hana and Lubomír POPELÍNSKÝ. Course Recommendation from Social Data. In Susan Zvacek, Maria Teresa Restivo, James Uhomoibhi and Markus Helfert. 6th International Conference on Computer Supported Education - CSEDU 2014. Portugal: 2014 SCITEPRESS – Science and Technology Publications, 2014, p. 268-275. ISBN 978-989-758-020-8.

VACULÍK, Karel, Leona NEZVALOVÁ and Lubomír POPELÍNSKÝ. Educational data mining for analysis of students’ solutions. Online. In Vojtěch Svátek, Ondřej Zamazal. Znalosti 2014. 1. vydání. Praha: Vysoká škola ekonomická v Praze, 2014, p. 32-35. ISBN 978-80-245-2054-4.

VACULÍK, Karel, Leona NEZVALOVÁ and Lubomír POPELÍNSKÝ. Educational data mining for analysis of students’ solutions. Online. In Gennady Agre, Pascal Hitzler, Adila A. Krisnadhi, Sergei O. Kuznetsov. Artificial Intelligence: Methodology, Systems, and Applications - 16th International Conference, AIMSA 2014. London: Springer, 2014, p. 150-161. ISBN 978-3-319-10553-6. Available from: https://dx.doi.org/10.1007/978-3-319-10554-3_14.

JURČO, Juraj, Lubomír POPELÍNSKÝ and Karel KŘEHLÍK. Emission prediction of a thermal power plant. Online. In Vojtěch Svátek, Ondřej Zamazal. Znalosti 2014. 1. vydání. Praha: Vysoká škola ekonomická v Praze, 2014, p. 98-103. ISBN 978-80-245-2054-4.

VACULÍK, Karel, Leona NEZVALOVÁ and Lubomír POPELÍNSKÝ. Graph Mining and Outlier Detection Meet Logic Proof Tutoring. Online. In Collin F. Lynch, Tiffany Barnes. Proceedings of EDM 2014 Ws Graph-based Educational Data Mining (G-EDM). London: CEUR-WS.org, 2014, p. 43-50. ISSN 1613-0073.

VACULÍK, Karel and Lubomír POPELÍNSKÝ. Graph Mining for Automatic Classification of Logical Proofs. In Susan Zvacek, Maria Teresa Restivo, James Uhomoibhi and Markus Helfert. 6th International Conference on Computer Supported Education - CSEDU 2014. Portugal: 2014 SCITEPRESS – Science and Technology Publications, 2014, p. 268-275. ISBN 978-989-758-020-8.

NAVRÁTIL, Jaromír and Lubomír POPELÍNSKÝ. Rapid prototyping of a web categorization tool. Online. In IDEAS '14 Proceedings of the 18th International Database Engineering & Applications Symposium. NY, USA: ACM New York, 2014, p. 294-297. ISBN 978-1-4503-2627-8. Available from: https://dx.doi.org/10.1145/2628194.2628216.

BYDŽOVSKÁ, Hana and Lubomír POPELÍNSKÝ. The Influence of Social Data on Student Success Prediction. In Ana Almeida, Jorge Bernardino, Elsa Ferreira Gomes. Proceedings of the 18th International Database Engineering & Applications Symposium - IDEAS 2014. Portugal: BytePress, 2014, p. 374-375. ISBN 978-1-4503-2627-8.

GÉRYK, Jan and Lubomír POPELÍNSKÝ. Towards Academic Analytics by Means of Motion Charts. In Christoph Rensing, Sara de Freitas, Tobias Ley, Pedro J. Muñoz-Merino (Eds.). Proceedings of the 9th European Conference on Technology Enhanced Learning (EC-TEL 2014). Graz, Austria: Springer International Publishing, 2014, p. 486-489. ISBN 978-3-319-11199-5. Available from: https://dx.doi.org/10.1007/978-3-319-11200-8_47.

GÉRYK, Jan and Lubomír POPELÍNSKÝ. Visual Analytics for Increasing Efficiency of Higher Education Institutions. In Witold Abramowicz, Angelika Kokkinaki (Eds.). BIS 2014 International Workshops. Switzerland: Springer International Publishing Switzerland, 2014, p. 117-127. ISBN 978-3-319-11459-0. Available from: https://dx.doi.org/10.1007/978-3-319-11460-6_11.

BYDŽOVSKÁ, Hana and Lubomír POPELÍNSKÝ. Weak Student Identification: How Technology Can Help. In Dr Rikke Ørngreen and Dr. Karin Tweddell Levinsen. Proceedings of the 13th European Conference on e-Learning - ECEL 2014. United Kingdom: Academic Conferences and Publishing International Limited Reading, 2014, p. 89-97. ISBN 978-1-910309-67-4.

VACULÍK, Karel and Lubomír POPELÍNSKÝ. Graph Mining for Automatic Classification of Logical Proofs. In Jaroslav Pokorný, Petr Šaloun, Tomáš Horváth, Ján Paralič. Datakon a Znalosti 2013. 1. vydání. Ostrava: Vysoká škola báňská - Technická univerzita Ostrava, 2013, p. 133-138. ISBN 978-80-248-3189-3.

BYDŽOVSKÁ, Hana and Lubomír POPELÍNSKÝ. Predicting Student Performance in Higher Education. In Franck Morvan, A Min Tjoa, Roland R. Wagner. 24th International Workshop on Database and Expert Systems Applications - Dexa 2013. Neuveden: IEEE Computer Society, 2013, p. 141-145. ISBN 978-0-7695-5070-1. Available from: https://dx.doi.org/10.1109/DEXA.2013.22.

VACULÍK, Karel, Lubomír POPELÍNSKÝ, Eva MRÁKOVÁ and Juraj JURČO. Tutoring and Automatic Evaluation of Logic Proofs. Online. In Mélanie Ciussi, Marc Augier. Proceedings of the 12th European Conference on e-Learning ECEL 2013. Sophia Antipolis, France: Academic Conferences and Publishing International, 2013, p. 495-502. ISBN 978-1-909507-84-5.

POPELÍNSKÝ, Lubomír, Eva MRÁKOVÁ and Juraj JURČO. Educational Data Mining and Teaching Logic. In Stanislav Krajči. Znalosti 2012 : Proceedings of the 11th annual conference. 1st ed. Košice: Matfyzpress, 2012, p. 165-168. ISBN 978-80-7378-220-7.

BAYER, Jaroslav, Hana BYDŽOVSKÁ, Jan GÉRYK, Tomáš OBŠÍVAČ and Lubomír POPELÍNSKÝ. Predicting drop-out from social behaviour of students. Online. In Kalina Yacef, Osmar Zaïane, Arnon Hershkovitz, Michael Yudelson and John Stamper. Proceedings of the 5th International Conference on Educational Data Mining - EDM 2012. Greece: www.educationaldatamining.org, 2012, p. 103 - 109. ISBN 978-1-74210-276-4.

BAYER, Jaroslav, Hana BYDŽOVSKÁ, Jan GÉRYK and Lubomír POPELÍNSKÝ. Excalibur - nástroj pro data mining z výukových dat (Excalibur - a tool for data mining). In J. Zendulka, M. Rychlý. Proceedings of the Annual Database Conference - Datakon 2011. 1. vydání. Praha: Vysoké učení technické v Brně, 2011, p. 227-228. ISBN 978-80-214-4329-7.

BAYER, Jaroslav, Hana BYDŽOVSKÁ, Jan GÉRYK, Tomáš OBŠÍVAČ and Lubomír POPELÍNSKÝ. Improving the Classification of Study-related Data through Social Network Analysis. In Z. Kotásek, J. Bouda, I. Černá, L. Sekanina, T. Vojnar, D. Antoš. Memics 2011 - Seventh Doctoral Workshop on Mathematical and Engeneering Methods in Computer Science. first. Brno: Brno University of Technology, 2011, p. 3-10. ISBN 978-80-214-4305-1.

ANTLOVÁ, Klára, Lubomír POPELÍNSKÝ and Jindřich TANDLER. Long Term Growth of SME from ICT Competencies and Web Presentations. E + M Ekonomie a management. 2011, vol. 2011, No 4, p. 125-138. ISSN 1212-3609.

POPELÍNSKÝ, Lubomír, Eva MRÁKOVÁ and Marek STEHLÍK. Teaching Computational Logic: Technology-enhanced Learning and Animations. In Third International Congress on Tools for Teaching Logic, 1-4 June 2011, Salamanca. Salamanca, 2011.

GÉRYK, Jan, Jaroslav BAYER and Lubomír POPELÍNSKÝ. Vyhledávání a analýza popisujících výjezdy hasičského záchranného sboru (Retrieval and analysis of reports on a fire brigade operations). In Sborník konference Znalosti 2011. Ostrava: VŠB–Technická univerzita Ostrava, 2011, p. 21-32, 10 pp. ISBN 978-80-248-2369-0.

POPELÍNSKÝ, Lubomír and Eva MRÁKOVÁ. Výuka logiky na Fakultě informatiky MU Brno. Současnost a perspektivy. In Ludmila Dostálová. Sborník příspěvků ze semináře o výuce logiky Organon VII. aneb Nihil novi. Plzeň: Katedra filosofofie FF ZČU, 2011, p. 59-68. ISBN 978-80-261-0035-5.

VAŇÁČEK, Jan, Zdeněk ZAVRTAL, Marek STEHLÍK, Eva MRÁKOVÁ and Lubomír POPELÍNSKÝ. Animations for teaching logic (software). 2010.

GÉRYK, Jan, Jaroslav BAYER and Lubomír POPELÍNSKÝ. Dolování v textech popisujících výjezdy hasičského záchranného sboru (Text mining in reports on incidents with a fire brigade intervention). In Proceedings of the Annual Database Conference - Datakon 2010. Ostrava: Ostravská Univerzita v Ostravě, 2010, p. 191-194. ISBN 978-80-7368-424-2.

MRÁKOVÁ, Eva and Lubomír POPELÍNSKÝ. E-learning a výpočtová logika (E-learning and Computational Logic). In Sborník příspěvků z konference a soutěže eLearning 2010. 1st ed. Hradec Králové: Gaudeamus UHK, 2010, 6 pp. ISBN 978-80-7435-067-2.

POPELÍNSKÝ, Lubomír and Petr GLOS. Towards Detection of Anomalies in Building Management Data. In 15th IBIMA conference on Knowledge Management and Innovation: A Business Competitive Edge Perspective. Cairo: IBIMA Publishing, 2010, p. 664-669. ISBN 978-0-9821489-4-5.

BAYER, Jaroslav, Jan GÉRYK, Matěj ČUHEL, Tomáš OBŠÍVAČ and Lubomír POPELÍNSKÝ. Towards Text Mining in Technology-Enhanced Learning. In The Proceedings of the 9th European Conference on e-Learning ECEL 2010. Porto: Academic Publishing Limited, 2010, p. 67-71. ISBN 978-1-906638-83-2.

GLOS, Petr and Lubomír POPELÍNSKÝ. Visual Analytics for Building Management. In GeoVA(t) Workshop, Agile 2010 Conference, Guimaraes. 2010.

POPELÍNSKÝ, Lubomír, Mária BRIATKOVÁ, Zdeněk KEDAJ and Jan VAŇÁČEK. E-learningové nástroje v IS MU a výuka logiky (E-learning tools in IS MU and teaching logic). In Sborník příspěvků ze semináře o výuce logiky ORGANON IV. Plzeň: Vydavatelství Západočeské univerzity v Plzni, 2009, 11 pp. ISBN 978-80-7043-840-4.

POPELÍNSKÝ, Lubomír. Filtering Information from Reports on Flood. In Proceedings of Joint Symposium of ICA Working Group on Cartography in Early Warning and Crises Management (CEWaCM) and JBGIS Geo-information for Disaster Management (Gi4DM). Praha: ICA Working Group on Cartography in Early Warning and Crises Management, 2009, 7 pp. ISBN 978-80-210-4796-9.

POPELÍNSKÝ, Lubomír. Geographic data mining with GRR. In Proceedings of IADIS European Conference on Data Mining 2009. Portugalsko: IADIS – International Association for Development of the Information Society, 2009, p. 182-184. ISBN 978-972-8924-88-1.

POPELÍNSKÝ, Lubomír and Zdeněk KEDAJ. Nástroje pro vizuální analýzu a dobývání znalostí z e-learningových dat (Tools for visual analysis and data mining in e-learning data). In Sborník 6. ročníku konference o elektronické podpoře výuky SCO 2009. Brno: Masarykova univerzita, 2009, 2 pp. ISBN 978-80-210-4878-2.

POPELÍNSKÝ, Lubomír and Jiří MATERNA. On key words and key patterns in Shakespeare's plays. In Proceedings of the 8th annual conference Znalosti 2009. Brno: FIT VUT Brno, 2009, 10 pp. ISBN 978-80-227-3015-0.

KEDAJ, Zdeněk, Lubomír POPELÍNSKÝ and Lenka NOVÁKOVÁ. Visual Analytics for Educational Data Analysis. In The Proceedings of the 8th European Conference on e-Learning ECEL 2009. Bari: Academic Conferences Ltd., 2009, 8 pp. ISBN 978-1-906638-52-8.

ANTLOVÁ, Klára, Tomáš GREGOROVIČ, Jindřich TANDLER and Lubomír POPELÍNSKÝ. Web and ICT Competencies in different types of SME. In Proceedings of Conference on ENTERprise Information Systems CENTERIS 2009. Portugalsko: University of Trás-os-Montes e Alto Douro, 2009, 7 pp. ISBN 978-972-669-929-3.

ANTLOVÁ, Klára and Lubomír POPELÍNSKÝ. Web competencies in SME. In IADIS International Conference on ICT, Society and Human Beings 20098. Portugalsko: IADIS – International Association for Development of the Information Society, 2009, 4 pp. ISBN 978-972-8924-82-9.

POPELÍNSKÝ, Lubomír, Mária BRIATKOVÁ and Zdeněk KEDAJ. DZEMUj: A Tool for Mining in e-Learning Tests. Description and Experience. In Proceedings of the 7th European Conference on eLearning ECEL. Reading, England: Academic Conferences Limited, 2008, p. 299-303, 4 pp. ISBN 978-1-906638-23-8.

BRIATKOVÁ, Mária, Zdeněk KEDAJ and Lubomír POPELÍNSKÝ. DŽEMUj - dobývání znalostí z odpovědníků IS MU (DŽEMUj - data mining in electronic tests in IS MU). In Sborník konference SCO 2008. Brno: PřF MU, 2008, 6 pp. ISBN 978-80-210-4613-9.

POPELÍNSKÝ, Lubomír and Jan VAŇÁČEK. E-learningové nástroje v IS MU a výuka logiky (E-learning tools in IS MU for teaching logic). In Seminář Organon VI. 2008.

VODÁK, Daniel and Lubomír POPELÍNSKÝ. Jak mravenčí kolonie dobývají znalosti (How An Ant Colony Mines Data). In Sborník 7. ročníku konference Znalosti. Bratislava: STU, 2008, p. 291-302. ISBN 978-80-227-2827-0.

ANTLOVÁ, Klára and Lubomír POPELÍNSKÝ. Predicting Information System Competencies in Small and Medium Enterprises with Data Mining Methods. In Proceedings of IASK Intl. Conference E-Activity and Leading Technologies. Madrid: IASK - International Association for the Scientific Knowledge, 2008, 10 pp. ISBN 978-989-95806-3-3.

VEČEŘA, Martin and Lubomír POPELÍNSKÝ. Relational Data Mining in Crisis Management. In Late Breaking Papers, Inductive Logic Programming, 18th International Conference. Praha: FEL ČVUT, 2008, p. 117-122. ISBN 978-80-86742-26-7.

BRIATKOVÁ, Mária, Zdeněk KEDAJ and Lubomír POPELÍNSKÝ. Vizualizace a analýza výsledků elektronických testů. In Seminář Organon VI. 2008.

POPELÍNSKÝ, Lubomír. Advanced learning techniques for NLP. In 8th summer school of the European Masters in Language and Speech. 2007.

VEČEŘOVÁ, Petra, Martin VEČEŘA and Lubomír POPELÍNSKÝ. Dolování v datech a e-learning: Případová studie (E-learning data mining. A case study). In E-learning přichází: sborník SCO 2007. Brno: Vydavatelství Masarykovy university, 2007, p. 61-68. ISBN 978-80-210-4296-4.

BLAŤÁK, Jan and Lubomír POPELÍNSKÝ. dRAP-Independent: A Data Distribution Algorithm for Mining First-Order Frequent Patterns. Computing and Informatics. Bratislava, 2007, vol. 26, No 3, p. 345-366. ISSN 1335-9150.

POPELÍNSKÝ, Lubomír. Dynamická geovizualizace v krizovém managementu (Dynamic geovisualization in crisis management). In Znalosti 207. Ostrava: VŠB TU, 2007, p. 381-383. ISBN 9788024812793.

POPELÍNSKÝ, Lubomír and Jiří MATERNA. Keyness and Relational Learning (Keyness ans Relational Learning). In International conference Keyness in Text. Siena: University of Siena, 2007, p. 61-63.

VEČEŘA, Martin, Lubomír POPELÍNSKÝ and Jan BLAŤÁK. Mining First-Order Frequent Patterns in e-Commerce Data. In New Trends in Artificial Intelligence. Proceedings of EPIA 2008. Portugalsko: APPIA, IEEE, AAAI, ECCAI, ACM, 2007, p. 475-486. ISBN 978-989-95618-0-9.

POPELÍNSKÝ, Lubomír and Ondřej VÝBORNÝ. Sborník konference DATAKON 2007 (Proceedings of DATAKON 2007 conference). Brno, 2007, 271 pp. ISBN 978-80-7355-076-9.

POPELÍNSKÝ, Lubomír and Jan BLAŤÁK. A Contribution to Learning in Temporal Logics. In 16th International Conference on Inductive Logic Programming. 1st ed. Santiago de Compostela, Spain: University of Coruna, 2006, p. 167-169. ISBN 84-9749-206-4.

BLAŤÁK, Jan, Lubomír POPELÍNSKÝ and Peter KRUTÝ. Dolování v geografických textech (Mining in geographical texts). In Geoinformatika ve veřejné správě. 1st ed. Brno: CAGI, 2006, p. 67-67, 13 pp. ISBN 80-86633-50-0.

BLAŤÁK, Jan and Lubomír POPELÍNSKÝ. dRAP: A Framework for Distributed Mining Firts-Order Frequent Patterns. In 16th International Conference on Inductive Logic Programming. 1st ed. Santiago de Compostela, Spain: University of Coruna, 2006, p. 25-27. ISBN 84-9749-206-4.

POPELÍNSKÝ, Lubomír and Jan BLAŤÁK. Mining actions from reports on flood. In Proceedings of IS-LTC'06. Ljubljana: Jožef Stefan Institute, 2006, p. 35-40. ISSN 1581-9973.

POPELÍNSKÝ, Lubomír and Jan BLAŤÁK. Mining situations and actions from news. In Znalosti 2006. 1st ed. Ostrava: VŠB--Technická univerzita Ostrava, 2006, p. 130-138. ISBN 80-248-1001-8.

POPELÍNSKÝ, Lubomír, Tomáš BUK and Petr KUBA. GRR: data mining in geographic information systems. In Proceedings of ISIM'05. Hradec nad Moravicí: MARQ, 2005, p. 11-20. ISBN 8086840093.

POPELÍNSKÝ, Lubomír and Jan BLAŤÁK. Learning genic interactions without expert domain knowledge: Comparison of different ILP algorithms. In Proceedings of ICML05 workshop on Learning Language in Logic (LLL05). Bonn: Fraunhofer Institute, 2005, p. 21-30.

POPELÍNSKÝ, Lubomír and Jan BLAŤÁK. Toward mining of spatiotemporal maximal frequent patterns. In Proceedings of ECML/PKDD Workshop on Mining Spatio-Temporal Data (MSTD),. Porto: UP, 2005, p. 31-40.

SVOBODA, Lukáš and Lubomír POPELÍNSKÝ. Communication with www in Czech. Kybernetika : The Journal of the Czech Society for Cybernetics and Informatics. Praha: Institute of Information Theory and Auto, 2004, 40/2004, No 3, p. 349-363, 14 pp. ISSN 0023-5954.

BLAŤÁK, Jan and Lubomír POPELÍNSKÝ. Distributed mining first-order frequent patterns. In Proceedings of the Work-in-Progress Track at the 14th International Conference on Inductive Logic Programming. Porto: Faculty of Engineering University of Porto, 2004, p. 15-19.

BLAŤÁK, Jan, Lubomír POPELÍNSKÝ and Eva MRÁKOVÁ. Fragments and Text Categorization. In The Companion Volume to the Proceedings of 42st Annual Meeting of the Association for Computational Linguistics. Barcelona (Spain): Association for Computational Linguistics, 2004, p. 226-229. ISBN 1-932432-33-7.

BLAŤÁK, Jan and Lubomír POPELÍNSKÝ. Hledání maximálních častých vzorů v logice prvního řádu (Finding maximal frequent patterns in first-order logic). In Sborník 3. ročníku konference Znalosti 2004. Ostrava: VŠB--Technická univerzita Ostrava, 2004, p. 362-373, 11 pp. ISBN 80-248-0456-5.

BLAŤÁK, Jan and Lubomír POPELÍNSKÝ. Mining first-order maximal frequent patterns. Neural Network World. Praha: UIVT AV ČR, 2004, vol. 14, No 5, p. 381-390. ISSN 1210-0552.

KUBA, Petr and Lubomír POPELÍNSKÝ. Mining Frequent Patterns in Object-Oriented Data. In Proceedings of the 2nd Intl. Ws on Mining Graphs, Trees and Sequences, ECML/PKDD Pisa 2004. Pisa: University of Pisa, 2004, p. 15-25, 10 pp.

MRÁKOVÁ, Eva, Lubomír POPELÍNSKÝ and Jan BLAŤÁK. Víceslovné výrazy a klasifikace českých textů (Multiword expressions and Czech document classification). In Znalosti 2004, sborník posterů. 1st ed. Ostrava: VŠB--Technická univerzita Ostrava, 2004, p. 53-56.

POPELÍNSKÝ, Lubomír. Disambiguation of case siffixes in Basque. In Proceedings of TALN Workshop "Traitement automatique des langues minoritaires et des petites langues. Batz-sur-Mer: ATALA, 2003, p. 213-222.

BLAŤÁK, Jan and Lubomír POPELÍNSKÝ. Feature construction with RAP. In Proceedings of the Work-in-Progress Track at the 13th International Conference on Inductive Logic Programming. Szeged: University of Szeged, 2003, p. 1-11.

BUK, Tomáš, Petr KUBA and Lubomír POPELÍNSKÝ. GRR: Systém pro získávání znalostí v geografických datech (GRR: Knowledge Discovery System for Geographical data). In Sborník konference GIS... Ostrava 2003. Ostrava: VŠB-TUO, Ostrava, 2003, p. 1-11.

POPELÍNSKÝ, Lubomír. Induktivní logické programování (Induktive logic programming). In Sborník konference DATAKON 2003. Brno: Masarykova univerzita, 2003, p. 111-130. ISBN 80-210-3215-4.

POPELÍNSKÝ, Lubomír. Strojové učení a přirozený jazyk (abtrakt tutoriálu) (Machine learning and natural language processing). In Sborník konference ZNALOSTI 2003. Ostrava: FEI VŠB-TU Ostrava, 2003, p. 18-19. ISBN 80-248-0229-5.

NEPIL, Miloslav and Lubomír POPELÍNSKÝ. Committee-Based Selective Sampling with Parameters Set by Meta-Learning. In Proceedings of the second IDDM workshop at ECML/PKDD 2002. Helsinki: Helsinki University of Technology, 2002, p. 100-110.

POPELÍNSKÝ, Lubomír. Efficient relational learning from sparse data. In Proceedings of AIMSA'02 Conference. Varna: Springer Verlag, 2002, p. 11-20. ISBN 0302-9743.

KŘIVÁNKOVÁ, Ludmila, Michal OČKO, Lubomír POPELÍNSKÝ and Petr BOČEK. Fast choice of separation conditions for analyses by capillary zone electrophoresis usingan information system Xemic. Electrophoresis. Wiley-VCH Verlag GmbH, 2002, vol. 23, No 19, p. 3364-3371. ISSN 0173-0835.

BLAŤÁK, Jan, Lubomír POPELÍNSKÝ and Miloslav NEPIL. RAP: Framework for Mining Frequent Datalog Patterns. In Proceedings of the first KDID workshop at ECML/PKDD 2002. Helsinki: Helsinki University of Technology, 2002, p. 85-86.

POPELÍNSKÝ, Lubomír. Combining the Principal Components Method with Different Learning Algorithms. In Proc. of ECML/PKDD2001 IDDM Workshop (Integrating Aspects of Data Mining, Decision Support and Meta-Learning). Freiburg: University of Freiburg, 2001.

POPELÍNSKÝ, Lubomír and František HANÁK. Objevovani znalosti a data mining (Knowledge Discovery And Data Mining). In Sbornik DATAKON. Brno: FI MU Brno, 2001, p. 12-21. ISBN 80-227-1597-2.

NEPIL, Miloslav and Lubomír POPELÍNSKÝ. Part-of-Speech Tagging by Means of ILP and Active Learning. In Scheffer T. and Wrobel S. (eds.): Proceedings of the Workshop on Instance Selection at ECML/PKDD 2001, Freiburg, Germany, September 2001. Freiburg: Albert-Ludwigs University Freiburg, 2001, p. 25-31.

NEPIL, Miloslav, Lubomír POPELÍNSKÝ and Eva ŽÁČKOVÁ. Part-of-Speech Tagging by Means of Shallow Parsing, ILP and Active Learning. In Proceedings of the Third Workshop on Learning Language in Logic, LLL 2001, Strasbourg, France, September 2001. Brno: FI MU, 2001, p. 58-66.

POPELÍNSKÝ, Lubomír and Miloslav NEPIL. Proceedings of the Third Learning Language in Logic Workshop, LLL 2001. 1st ed. Brno: FI MU, 2001, 66 pp. FIMU-RS-2001-08.

DOBROVOLNÝ, Petr, Lubomír POPELÍNSKÝ and Petr KUBA. Využitelnost algoritmů strojového učení pro klasifikaci multispektrálního družicového snímku (Usefulness of machine learning algorithms for multispectral image classification). In GIS Ostrava 2001. Sborník konference. Ostrava: VŠB - TUO, 2001. ISSN 1213-2454.

POPELÍNSKÝ, Lubomír, Petr DOBROVOLNÝ and Petr KUBA. Využití metod strojového učení pro klasifikaci družicových snímků (Using machine learning methods for classification of satellite images). In Sborník konference Znalosti 2001. Praha: Vysoká škola ekonomická, Praha, 2001, p. 1-6.

ŽÁČKOVÁ, Eva, Lubomír POPELÍNSKÝ and Miloslav NEPIL. Automatic Tagging of Compound Verb Groups in Czech Corpora. Edited by Sojka P., Kopeček I. and Pala K. In Text, Speech and Dialogue: Third International Workshop, TSD 2000, Brno, Czech Republic, September 2000. 1st ed. Berlin: Springer Verlag, 2000, p. 115-120. Lecture Notes in Artificial Intelligence 1902. ISBN 3-540-41042-2.

KUBA, Petr and Lubomír POPELÍNSKÝ. Automatická klasifikace prostorových dat (Automatic classification of spatial data). In Sborník konference GIS... Ostrava 2000. Ostrava: VŠB-TU Ostrava, 2000, p. 253-260.

POPELÍNSKÝ, Lubomír and Pavel BRAZDIL. Combining the Principal Components Method with Decision Tree Learning. In MSL-2000 Workshop. 2000.

POPELÍNSKÝ, Lubomír, Tomáš PAVELEK and Tomáš PTÁČNÍK. On Disambiguation in Czech Corpora. Brno (CZE): FI MU, 2000, 012 pp.

ŽÁČKOVÁ, Eva, Lubomír POPELÍNSKÝ and Miloslav NEPIL. Recognition and Tagging of Compound Verb Groups in Czech. In Proceedings of CoNLL-2000 and LLL-2000, Lisbon, Portugal, September 2000. New Brunswick: Association for Computational Linguistics, 2000, p. 219-225.

FRANOVA, Marta and Lubomír POPELÍNSKÝ. Synthesis of formal specifications of predicates: Why and How? In Proc. of EMCSR'00. 2000.

POPELÍNSKÝ, Lubomír and Pavel BRAZDIL. The Principal Components Method as a Pre-processing Stage for Decision Tree Learning. In PKDD'2000 Ws on Metalearning. 2000.

POPELÍNSKÝ, Lubomír. Approaches to Spatial Data Mining. In Proceedings of GIS...Ostrava´99. Ostrava: VUB, 1999, p. 11-20. ISBN 1211-4855.

PAVELEK, Tomáš and Lubomír POPELÍNSKÝ. Desambiguace lemmatu: tridy podobnosti (Towards lemma disambiguation: Similarity classes). In Letní škola Informační systémy Ruprechtov. Brno: UAIUAI FAST VUT, 1999, p. 23-32.

POPELÍNSKÝ, Lubomír. Induktivní logické programování (Inductive logic programming). Praha: FEL CVUT, 1999, 26 pp. Technical Report Gerstner Laboratory GLC-30/99.

POPELÍNSKÝ, Lubomír and Tomáš PAVELEK. Mining lemma disambiguation rules from Czech corpora. In Proceedings of PKDD'99. Heidelberg: Springer Verlag, 1999, p. 53-62. LNCS.

POPELÍNSKÝ, Lubomír, Tomáš PAVELEK and Tomáš PTÁČNÍK. Towards disambiguation in Czech corpora. In Working Notes of LLL Workshop. Bled, Slovinsko: IJS Ljubljana, 1999, p. 63-72. LLL Workshop.

POPELÍNSKÝ, Lubomír. Inductive inference to support object-oriented analzsis and. In Knowledge-Based Software Engineering. Amsterdam: IOS Press, 1998. ISBN 90 5199 417 6.

BOTÍK, Richard and Lubomír POPELÍNSKÝ. Inteligentní vzhledávání na WWW (Inteligent search in WWW). In Proceedings of 18th Conference DATASEM. Brno: nakladatel, 1998, p. 37-45.

POPELÍNSKÝ, Lubomír. Knowledge Discovery in Spatial Data by Means of ILP. In Principles of Data Mining and Knowledge Discovery. 2nd European Symposium PKDD´98. Berlin: Springer Verlag, 1998, p. 185-194. LNCS 1510. ISBN 3-540-65068-7.

ZIZKA, Jan, Zdenek KRATOCHVIL and Lubomír POPELÍNSKÝ. Simple Speech Classification Using Automatically Generated Rules. In Text, Speech, Dialogue - TSD'98 Proceedings. Brno, Czech Republic: Masaryk University Press, 1998, p. 339-344. ISBN 80-210-1899-2.

POPELÍNSKÝ, Lubomír. TWiM, a tutoring system with ILP features. In ECML98 Workshop Notes. Chemnitz: TU, 1998.

POPELÍNSKÝ, Lubomír. Quo vadis, data mining? In Proceedings of 17th Conference DATASEM´97. Brno: nakladatel, 1997, p. 211-220. ISBN 80-238-1176-2.

POPELÍNSKÝ, Luboš. Induktívní učení a jeho aplikace (Inductive learning). In Letní škola IS a její aplikace. Studnice: UAIUAI FS VUT Brno, 1996, p. 32-42. ISBN 80-214-0774-3.

POPELÍNSKÝ, Lubomír. Data Mining: hledání znalostí v databázích. In DATASEM'95. Brno: CS-Compex, 1995, p. 87-94. ISBN 80-900066-9-8.

POPELÍNSKÝ, Lubomír and Olga ŠTĚPÁNKOVÁ. WIM: A Study on Top-Down ILP Program. In Proc. AIT'95 Workshop. Brno: Technical University Brno, 1995, p. 336. ISBN 80-214-0673-9.

POPELÍNSKÝ, Luboš, P. FLENER and O. STEPÁNKOVÁ. Inductive Logic Programing and Automatic Programming: Towards Three Approaches. In Proc. of 4th Int. ILP´94 workshop. Bonn: GMD Bonn, 1994, p. 351-364. ISBN 3-88457-237-7.

POPELÍNSKÝ, Lubomír and P. FLENER. On the Use of Inductive Reasoning in Program Synthesis. In Logic Program Synthesis and Transformation. Hamburg: Springer - Verlag, 1994, p. 69-87. LNCS 883. ISBN 3-540-58792-6.

POPELÍNSKÝ, Luboš. Towards Program Synthesis From A Small Example Set. In Proc. of 21st conference SOFSEM´94. Brno: Czech Society for Comp.Sci. Brno, 1994, p. 91-96.

POPELÍNSKÝ, Luboš and Jana KUKLOVÁ. Public-domain object-oriented databases. In Proc. of 20th conference SOFSEM´93. Brno: Czech Society for Comp.Sci. Brno, 1993, p. 59-62.