Dec 11, 2017

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Selected Publications

The full list of our publications are available at IISAS page

DLUGOLINSKÝ Štefan - NGUYEN, Giang - ŠELENG, Martin - HLUCHÝ, Ladislav: Decision influence and proactive sale support in a chain of convenience stores. IEEE International Conference on Intelligent Engineering Systems INES 2017, pp. 277-284, ISBN 978-1-4799-7677-5, ISSN 1562-5850, DOI 10.1109/INES.2017.8118570.

NGUYEN, Giang - ASTALOŠ, Ján - HLUCHÝ, Ladislav. Considerations about Data Processing, Machine Learning, HPC, Apache Spark and GPU. In WIKT-DaZ 2016: Workshop on Intelligent and Knowledge Oriented Technologies & Data and Knowledge 2016, Smolenice, Slovakia, 2016, p. 241-247. ISBN 978-80-227-4619-9.

DLUGOLINSKÝ Štefan - NGUYEN, Giang - HLUCHÝ, Ladislav. Detection of malicious activity in the event logs of mobile devices. In WIKT-DaZ 2016: Workshop on Intelligent and Knowledge Oriented Technologies & Data and Knowledge 2016, Smolenice, Slovakia, 2016, p. 69-74. ISBN 978-80-227-4619-9.

HLUCHÝ, Ladislav - HABALA, Ondrej. Enhancing mobile device security with process mining. In SISY 2016: IEEE 14th International Symposium on Intelligent Systems and Informatics. - Subotica, Serbia, 2015, p. 181-184. ISBN 978-1-4673-9388-1, ISSN 1949-047X, DOI 10.1109/SISY.2016.7601493.

KRAMMER, Peter - HABALA, Ondrej - HLUCHÝ, Ladislav. Transformation regression technique for data mining. In INES 2016 : 20th IEEE International Conference on Intelligent Engineering Systems, Budapest, Hungary, 2016, p. 273-277. ISBN 978-1-4673-7938-0.

KVASSAY, Marcel - KRAMMER, Peter - HLUCHÝ, Ladislav - SCHNEIDER, Bernhard:Causal Analysis of an Agent-Based Model of Human Behaviour. Complexity, Hindawi, January 2017, Article ID 8381954, (4.621 - IF2016 Q1)

KVASSAY, Marcel - HLUCHÝ, Ladislav - DLUGOLINSKÝ, Štefan - et al.:A novel way of using simulations to support urban security operations. In Computing and Informatics, 2015, vol. 34, no. 6, p. (0.504 - IF2014). (2015 - Current Contents). ISSN 1335-9150.

KVASSAY, Marcel - HLUCHÝ, Ladislav - KRAMMER, Peter - SCHNEIDER, Bernhard. Causal analysis of the emergent behavior of a hybrid dynamical system In Acta polytechnica Hungarica, 2014, vol. 11, no. 4, p. 21-40. (0.471 - IF2013). ISSN 1785-8860.

ŠELENG, Martin - DLUGOLINSKÝ, Štefan - TOMAŠEK, Martin - FURDÍK, Karol - HLUCHÝ, Ladislav. Lightweight Semantic Approach for Enterprise Interoperability Issues. In INES 2015: 19th IEEE International Conference on Intelligent Engineering Systems. 2015, p. 395-400. ISBN 978-1-4673-7938-0, ISSN 1562-5850, DOI 10.1109/INES.2015.7329741.

ŠELENG, Martin - LACLAVÍK, Michal - DLUGOLINSKÝ, Štefan - CIGLAN, Marek - TOMAŠEK, Martin - HLUCHÝ, Ladislav. Approach for enterprise search and interoperability using lightweight semantic In IEEE 18th International Conference on Intelligent Engineering Systems : INES 2014. - Budapest : IEEE, 2014, p. 15-20. ISBN 978-1-4799-4616-7.

Michal Laclavík, Marek Ciglan, Sam Steingold, Martin Šeleng, Alex Dorman, Štefan Dlugolinský.
Search query categorization at scale. In World Wide Web 2015 Companion : TargetAd2015 - Workshop on Ad Targeting at Scale. - Florence, Italy : ACM, 2015, p. 1281-1286. ISBN 978-1-4503-3473-0.

Michal Laclavík, Marek Ciglan, Alex Dorman, Štefan Dlugolinský, Sam Steingold, Martin Šeleng.
A Search Based Approach to Entity Recognition: Magnetic and IISAS team at ERD Challenge. In Proceedings of the first international workshop on Entity recognition & disambiguation (ERD '14). ACM, 63-68. DOI=10.1145/2633211.2634352, July 11, 2014, Gold Coast, Queensland, Australia.

Marek Ciglan, Michal Laclavík, Alex Dorman. Reusing Knowledge Hidden in Wikipedia for Scalable Text Categorization. In WSCBD14 Workshop of ACM WSDM 2014 conference, 2014

Michal Laclavík, Štefan Dlugolinský, Marek Ciglan. Discovering Relations by Entity Search in Lightweight Semantic Text Graphs. In Computing and Informatics, 2014, vol. 33, no. 4, pp. 877-906. (0.319 - IF2013). (2014 - Current Contents). ISSN 1335-9150.

DLUGOLINSKÝ, Štefan - KRAMMER, Peter - CIGLAN, Marek - LACLAVÍK, Michal - HLUCHÝ, Ladislav. Combining named entity recognition methods for concept extraction in microposts. In CEUR Workshop Proceedings : #Microposts2014: Making sense of microposts: big thing come in small packages, 2014, vol. 1141, p. 34-41.

DLUGOLINSKÝ, Štefan - KRAMMER, Peter - CIGLAN, Marek - LACLAVÍK, Michal. MSM2013 IE Challenge: Annotowatch . In Proceedings of the Concept Extraction Challenge at the Workshop on Making Sense of Microposts co-located with the 22nd International World Wide Web Conference (WWW'13) Rio de Janeiro, Brazil, May 13, 2013, ISSN: 1613-0073, Vol-1019, pages 21-26, 2013

DLUGOLINSKÝ, Štefan - CIGLAN, Marek - LACLAVÍK, Michal. Evaluation of named entity recognition tools on microposts - IEEE Xplore. In INES 2013 : 17th IEEE International Conference on Intelligent Engineering Systems 2013. - Budapest : IEEE Industrial Electronic Society, 2013, p. 197-202. ISBN 978-1-4799-0830-1.

NGUYEN, Giang - DLUGOLINSKÝ, Štefan - LACLAVÍK, Michal - ŠELENG, Martin - TRAN, Dinh Viet. Next improvement towards linear named entity recognition using character gazetteers. In Advances in Intelligent Systems and Computing : Advanced Computational Methods for Knowledge Engineering, 2014, vol. 282, p. 255-265, Springer International Publishing Switzerland. ISBN 978-3-319-06569-4. ISSN 2194-5357.

DLUGOLINSKÝ, Štefan - NGUYEN, Giang - LACLAVÍK, Michal - ŠELENG, Martin. Character gazetteer for named entity recognition with linear matching complexity. In Proceedings of the 2013 World Congress on Information and Communication Technologies : WICT 2013. - IEEE Systems Man and Cybernetics Society, 2013, p. 364-368. ISBN 978-1-4799-3230-6.

NGUYEN, Giang - DLUGOLINSKÝ, Štefan - LACLAVÍK, Michal - ŠELENG, Martin. Token Gazetteer and Character Gazetteer for Named Entity Recognition. In 8th Workshop on Intelligent and Knowledge Oriented Technologies : WIKT 2013, Košice, 2013, p. 1-6. ISBN 978-80-8143-128-9. Best paper award.

Michal Laclavík, Marek Ciglan. Towards entity search: Research roadmap. In 8th Workshop on Intelligent and Knowledge Oriented Technologies : WIKT 2013, Košice, 2013, p. 161-166. ISBN 978-80-8143-128-9.

DO, Tien Van - KREJCZINGER, Tamas - LACLAVÍK, Michal - LE, Nguyen-Thinh - MALESZKA, Marcin - NGUYEN, Giang - NGUYEN, Ngoc Thanh. An application of computational collective intelligence to governance and policy modelling. In Studies in Computational Intelligence : Advanced computational methods for knowledge engineering. - Springer International Publishing Switzerland, 2013, p. 237-249. ISBN 978-3-319-00292-7. ISSN 1860-949X.

Michal Laclavík, Štefan Dlugolinský, Michal Blanárik:
Experimenting with Slovak Wikipedia as a Source for Language Technologies. In Proceedings of SLOVKO 2013, pages 160-165, 2013, (Slides)

Mária Šimková, Radovan Garabík, Katarína Gajdošová, Michal Laclavík, Slavomír Ondrejovič, Jozef Juhár, Ján Genči, Karol Furdík, Helena Ivoríková, Jozef Ivanecký
The Slovak Language in the Digital Age
META-NET White Paper Series. Georg Rehm and Hans Uszkoreit (Series Editors), Springer, 2012

Marek Ciglan, Michal Laclavík, Kjetil Nørvåg
On community detection in real-world networks and the importance of degree assortativity. In Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining (KDD '13). ACM, New York, NY, USA, 1007-1015. DOI=10.1145/2487575.2487666

Michal Laclavík, Štefan Dlugolinský, Martin Šeleng, Marek Ciglan, Martin Tomašek, Marcel Kvassay, Ladislav Hluchý: Lightweight Semantic Approach for Enterprise Search and Interoperability. In Proceedings of the 5th Interop-Vlab.It Workshop, Rome, Italy, CEUR Workshop Proceedings, ISSN: 1613-0073, Vol-915, pages 35-42, 2012

Ciglan, Marek; Averbuch, Alex ; Hluchy, Ladialav
Benchmarking Traversal Operations over Graph Databases. Data Engineering Workshops (ICDEW), 2012, Pages: 186 - 189; ISBN: 978-1-4673-1640-8, DOI: 10.1109/ICDEW.2012.47. IEEE Xplore

Marek Ciglan, Kjetil Nørvåg, Ladislav Hluchý
The SemSets Model for Ad-hoc Semantic List Search
In WWW´12 Proceedings of the 21st International Conference on World Wide Web. - New York : ACM, 2012, p. 131-140. ISBN 978-1-4503-1229-5

Michal Laclavík, Marek Ciglan, Štefan Dlugolinský, Martin Šeleng, Ladislav Hluchý:
Emails as Graph: Relation Discovery in Email Archive [Slides]
In Email2012 workshop, WWW 2012, April 16–20, 2012, Lyon, France, pages 841-846, 2012

Michal Laclavik, Stefan Dlugolinsky, Martin Seleng, Marcel Kvassay, Bernhard Schneider, Holger Bracker, Michal Wrzeszcz, Jacek Kitowski, Ladislav Hluchy
Agent-based Simulation Platform Evaluation in the Context of Human Behavior Modeling. In ITMAS 2011 Workshop held at AAMAS 2011, Taipei, Taiwan, 2011.
The original publication is available at http://www.springerlink.com/

Marcel Kvassay, Ladislav Hluchy, Bartosz Kryza, Jacek Kitowski, Martin Seleng, Stefan Dlugolinsky and Michal Laclavik: Combining Object-oriented and Ontology-based Approaches in Human Behaviour Modelling; In: SAMI, Symposium on Applied Machine Intelligence and Informatics 2011

M. Laclavik, S. Dlugolinsky, M. Seleng, M. Kvassay, E. Gatial, Z. Balogh, L. Hluchy
Email Analysis and Information Extraction for Enterprise Benefit
In Computing and informatics, 2011, vol. 30, no. 1, p. 57-87. ISSN 1335-9150, Special Issue on Business Collaboration Support for micro, small, and medium-sized Enterprises. (2010 - Current Contents)

Michal Laclavik, Martin Seleng, Stefan Dlugolinsky, Emil Gatial, Ladislav Hluchy
Tools for Email based Recommendation in Enterprise
In CENTERIS - Conference on ENTERprise Information Systems, Berlin : Springer, 2010, part I, p. 209-218. ISBN 978-3-642-16401-9. ISSN 1865-0929.
The original publication is available at http://www.springerlink.com/

Michal Laclavik, Marcel Kvassay,Stefan Dlugolinsky, Ladislav Hluchy
Use of Email Social Networks for Enterprise Benefit
In: International Workshop on Computational Social Networks ( IWCSN 2010), IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2010

DLUGOLINSKÝ, Štefan - ŠELENG, Martin - LACLAVÍK, Michal - HLUCHÝ, Ladislav. Distributed web-scale infrastructure for crawling, indexing and search with semantic support. In Computer Science Journal, 2012, vol. 13, no. 4, p. 5-19. ISSN 1508-2806.

DLUGOLINSKÝ, Štefan - LACLAVÍK, Michal - HLUCHÝ, Ladislav. Towards a search system for the Web exploiting spatial data of a web document. In TIR'10 workshop, DEXA 2010 : Database and Expert Systems Applications: proceedings. Los Alamitos : IEEE Computer Society, 2010, p. 27-31. ISBN 978-0-7695-4174-7. ISSN 1529-4188.

Michal Laclavik, Diana Maynard: Motivating intelligent email in business: an investigation into current trends for email processing and communication research. In Workshop on Emails in e-Commerce and Enterprise Context (E3C); IEEE Conference on Commerce and Enterprise Computing; DOI 10.1109/CEC.2009.47; pp. 476-482, 2009

Laclavik M., Seleng M., Gatial E., Hluchy L. (2008)
Future Email Services and Applications; Future Internet Symposium, FIS 2008, Vienna, 2008

Laclavik M., Seleng M., Hluchy L. (2008)
Towards Large Scale Semantic Annotation Built on MapReduce Architecture
In Proceedings of ICCS 2008; M. Bubak et al. (Eds.): ICCS 2008, Part III, LNCS 5103, pp. 331-338, 2008.

Laclavik M., Seleng M., Hluchy L.: (2007)
ACoMA: Network Enterprise Interoperability and Collaboration using E-mail Communication; In Proceedings of eChallenges 2007; Expanding the Knowledge Economy: Issues, Applications, Case Studies Paul Cunningham and Miriam Cunningham (Eds) IOS Press, Amsterdam ISBN 978-1-58603-801-4, p 1078-1085

Michal Laclavik, Martin Seleng, Marek Ciglan, Ladislav Hluchy
Ontea: Platform for Pattern based Automated Semantic Annotation
In Computing and Informatics, Vol. 28, 2009, pp. 555–579 (2008 - Current Contents)

Michal Laclavik, Martin Seleng, Emil Gatial, Zoltan Balogh, Ladislav Hluchy
Ontology based Text Annotation - OnTeA; Information Modelling and Knowledge Bases XVIII. IOS Press, Amsterdam, Marie Duzi, Hannu Jaakkola, Yasushi Kiyoki, Hannu Kangassalo (Eds.), Frontiers in Artificial Intelligence and Applications, Vol. 154, February 2007, pp.311-315. ISBN 978-1- 58603-710-9, ISSN 0922-6389.

Martin Seleng, Michal Laclavik, Zoltan Balogh, Ladislav Hluchy
RDB2Onto: Approach for creating semantic metadata from relational database data; In INFORMATICS 2007 : proceedings of the ninth international conference on informatics. Bratislava : Slovak Society for Applied Cybernetics and Informatics, 2007. ISBN 978-80-969243-7-0, s. 113-116.

Laclavik, M., Babik, M., Balogh, Z., Hluchy, L.
AgentOWL: Semantic Knowledge Model and Agent Architecture; In Computing and Informatics. Vol. 25, no. 5 (2006), p. 419-437. ISSN 1335-9150. (2005 - Current Contents)

NGUYEN, Giang - LACLAVÍK, Michal - BABÍK, Marian. Knowledge acquisition, organization and maintenance for heterogeneous information resources. In 15th International Conference on Knowledge Engineering and Knowledge Management. EKAW 2006 Poster and demo proceedings : Int. conf. on knowledge engineering and knowledge management - managing knowledge in a world of networks. 2006, s. 35-36. ISBN 80-86742-15-6.

NGUYEN, Giang - DANG, Thanh Tung - HLUCHÝ, Ladislav - LACLAVÍK, Michal - BALOGH, Zoltán - BUDINSKÁ, Ivana. Agent Platform Evaluation and Comparison
IISAS, Pellucid EU 5FP IST-2001-34519 RTD, Technical report. June 2002, Bratislava, Slovakia.

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