List of Selected Publications







Books


cover page MACHOVÁ, K.: From Adaptive to Semantic Web. Technická univerzita v Košiciach, Equilibria s.r.o., 2013, Košice, 132 strán, ISBN 978-80-553-1489-1.
cover page MACHOVÁ, K.: Machine Learning in the Information Processing Systems. ELFA s.r.o., 2009, Kosice, 85s, ISBN 978-80-8086-130-8. (PDF version)
cover page MACHOVÁ, K.: Knowledge-based Systems in Questions and Answers. ELFA s.r.o., 2005, Kosice, 101s., ISBN 80-8086-018-1. (PDF version)
cover page MACHOVÁ, K.: Machine Learning. Principles and Algorihtms. ELFA s.r.o., 2002, Kosice, 117s, ISBN 80-89066-51-8. (PDF version)
cover page

MACHOVÁ, K.: New Trends in Machine Learning. Statistic approach. Edition of Scientific Writings of Faculty of Electrical Engineering and Informatics TU Košice, Košice, 2016, 1-96, ISBN 978-80-553-2602-3. (PDF version)
cover page

MACHOVÁ, K.: Methods for a Solving of the Problems of Social Web. Semantic and Social Web. Technical University in Košice, Faculty of Electrical Engineering and Informatics, 2015, Košice, 141 s., ITMS 2611020093, ISBN 978-80-553-1974-2. (PDF version)
Capture in Springer BOOK
Kristína Machová, Ivan Srba, Martin Sarnovský, Ján Paralič, Viera Maslej Krešňáková, Andrea Hrčková, Michal Kompan, Marián Šimko, Radoslav Blaho, Daniela Chudá, Mária Bieliková, Pavol Návrat: Addressing False Information and Abusive Language in Digital Space Using Intelligent Approaches. In: Paralic et al (Eds.): Towards Digital Intelligence Society. Springer Nature, Advances in Intelligent Systems and Computing Vol. 1281, ISBN 978-3-030-63871-9.

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Current Content and A Journal Papers


Machová, K., Szabóová, M., Paralič, J., Mičko, J.: Detection of emotion by text analysis using machine learning. In: Frontiers in psychology. - Lausanne (Švajčiarsko) : Frontiers Media, 2010 Vol. 14 (2023), pp. [1-14] [online]. - ISSN 1664-1078 (online) , Databázy: WOS, SCOPUS, CCC, IF=3.80, Kvartil: WOS:Q1, https://doi.org/10.3389/fpsyg.2023.1190326.

Machová, K., Mach, M., Porezaný, M.: Deep learning in the detection of disinformation about covid-19 in online space. In: Sensors - Basel (Switzerland), MDPL: Multidisciplinary Digital Publishing Institute, vol. 22, no. 23 (2022), pp. [1-19], [online], ISSN 1424-3210, Databázy: WOS, SCOPUS, CCC, Kvartil: WOS:Q2,SCO:Q1 Impakt faktor: 3.90, https://doi.org/10.3390/data7050065.

Machová, K., Mach, M., Vasilko, M.: Recognition of toxicity of reviews in online discussions. In: Acta Polytechnica Hungarica : An international peer-reviewed scientific journal of Óbuda University, Hungarian Academy of Engineering and IEEE Hungary Section : journal of applied sciences. - Budapešt (Hungary) : Óbudai Egyetem Vol. 19, no. 4 (2022), s. 7-26 [print, online]. - ISSN 1785-8860, Databázy: WOS, SCOPUS, Kvartil: WOS:Q3,SCO:Q2 Impakt faktor: 1.70, http://dx.doi.org/10.12700/aph.19.4.2022.4.1.

Machová, K., Mach, M., Adamisin, K.: Machine learning and lexicon approach to texts processing in the detection of degrees of toxicity in online discussions . In: Sensors. - Bazilej (Švajčiarsko) : Multidisciplinary Digital Publishing Institute Vol. 22, no. 17 (2022), pp. [1-17] [online, print]. - ISSN 1424-3210, Databázy: WOS, SCOPUS, CCC, Kvartil: WOS:Q2,SCO:Q1 Impakt faktor: 3.90, http://dx.doi.org/10.3390/s22176468.

Machová, K., Mach, M., Vasilko, M.: Comparison of Machine Learning and Sentiment Analysis in Detection of Suspicious Online Reviewers on Different Type of Data. In: Sensors - Basel (Switzerland), MDPL: Multidisciplinary Digital Publishing Institute, vol. 22, no. 1 (2022), pp. 1-18, [online], ISSN 2076-3417, Current Content, IF=3.576, Q2, https://doi.org/10.3390/s22010155.

Maslej-Krešňáková, V., Sarnovský, M., Butka, P., MACHOVÁ, K.: Comparison of Deep Learning Models and Various Text Pre-Processing Techniques for the Toxic Comments. In: Applied sciences - Basel (Switzerland), MDPL: Multidisciplinary Digital Publishing Institute, vol. 10, no. 23 (2020), pp. 1-26, [online], ISSN 2076-3417, Current Content, IF=2.4, Q2, https://doi.org/10.3390/app10238631.

Szabóová, M., Sarnovský, M., Maslej-Krešňáková, V., MACHOVÁ, K.: Emotion Analysis in Human–Robot Interaction. In: Electronics, vol. 9, no. 11, 1761, 2020, pp. 1-27, Current Content, IF=2.412, Q2, https://www.mdpi.com/2079-9292/9/11/1761.

MACHOVÁ, K., Mikula, M., Gao, X. MACH, M.: Lexicon-based Sentiment Analysis Using the Particle Swarm Optimization. In: Electronics, vol. 9, no. 8, 1317, 2020, pp. 1-22, Current Content, IF=2.412, Q2, https://www.mdpi.com/2079-9292/9/8/1317.

MACHOVÁ, K., Mikula, M., Szabóová, M. MACH, M.: Sentiment and Authority Analysis in Conversational Content. In: Computing and Informatics, Vol. 37, No. 3(2018), Bratislava, 737-758, ISSN 1335-9150, Current Content, IF 0.410, Q4.

MACHOVÁ, K., MACH, M., Hrešková, M.: Classification of Special Web Reviewers Based on Various Regression Methods. In: Acta Polytechnica Hungarica, Vol.17, No.3, 2020, 229-248, ISSN 1785-8860, IF 1.219, Q2. (PDF version)

MACHOVÁ, K., VRANA, J., MACH, M., SINČÁK, P.: Ontology evaluation based on the visualization methods, context and summaries. In: Acta Polytechnica Hungarica, Vol.13, No.4, 2016, 53-76, ISSN 1785-8860, IF 0.544, Q2. (PDF version)

MACHOVÁ, K., BARČÁK, F., BEDNÁR, P.: A Bagging Method Using Decision Trees in the Role of Base Classifiers. Acta Polytechnica Hungarica, Vol.3, No.2, 2006, 121-132, ISSN 1785-8860, IF 0.544, Q3. (PDF version)

VLADO, M.,BIDULSKÝ, R., GULOVÁ, L.,MACHOVÁ, K., BIDULSKÁ, J., VALÍČEK, J., SAS, J.: The Production of Cracks Evolution in Continuously Cast Steel Slab. In: High Temperature Materials and Processes, Vol. 30, No.1-2, 2011, 105-111, ISSN 0334-6455, Current Content. (PDF version)

MACHOVÁ, K., BEDNÁR, P., MACH, M.: Various Approaches to Web Information Processing. Computing and Informatics, Vol. 26, No. 3, 2007, Bratislava, 301-327, ISSN 1335-9150, Current Content. (PDF version)

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Journal Papers


MACHOVÁ, K., ŠTEFANÍK, J.: Authority estimation within social networks using regression analysis. In: Vietnam Journal of Computer Sciences, Springer, Vol. 2, no. 1(2016), 1-8, DOI 10.1007/s40595-016-0082-0, ISSN: 2196-8888 (print) ISSN: 2196-8896 (electronic).

HREŠKOVÁ, M., MACHOVÁ, K.: Haiku poetry generation using interactive evolution vs. poem models. In: Acta Elektrotechnica et Informatica, Vol. 17, No.1(2017), 10-16, ISSN 1335-8243.

MACHOVÁ, K., ŠTEFANÍK, J.: Regression Methods in the Authority Identification within Web Discussions. In: Computational Collective Intelligence, Lecture Notes in Artificial Intelligence, LNAI Vol. 9329, no. 1 (2015), © Springer-Verlag Berlin Heidelberg, ICCCI Madrid 2015, 203-212, ISSN 0302-9743. (PDF version) The original publication is available at (www.springerlink.com)

TARHANIČOVÁ, M., MACHOVÁ, K., SINČÁK, P.: Computers Capable of Distinguishing Emotions in Text. In: Advances in Intelligent Systems and Computing, Switzerland, Springer, 2015 Vol. 316 (2015), 61-69, ISBN 978-3-319-10782-0, ISSN 2194-5357.

MACHOVÁ, K.: Opinion Analysis of Texts Extracted from the Social Web Contributions. In: Transactions on Computational Collective Intelligence (TCCI) XII, LNCS 8240, © Springer-Verlag Berlin Heidelberg, 2013, 42–68, ISSN 0302-9743.

MACHOVÁ, K., MARHEFKA, L.: Opinion Mining in Conversational Content within Web Discussions and Commentaries. In: Availability, Reliability, and Security in Information Systems and HCI: Lecture Notes in Computer Science Vol. 8127, no.1(2013), Springer – Heidelberg New York Dordrecht London, 2013, 149 - 161, ISSN 0302-9743. (PDF version) The original publication is available at (www.springerlink.com)

MACHOVÁ, K., MARHEFKA, L.: Opinion Classification in Conversational Content Using N-grams. In: Recent Developments in Computational Collective Intelligence: Studies in Computational Intelligence, Vol. 513, no. 1(2013), Springer – Heidelberg New York Dordrecht London, 2013, 177-186, ISSN 1860-949X..

MACHOVÁ, K., RAKUŠČNEC, T.: Dynamic Analysis of Social Networks. In: American Journal of Intelligent Systems, Vol. 2, no. 6(2012), p. 148-156, ISSN 2165-8978.

MACHOVÁ, K., RAKUŠČNEC, T.: Social Web Mapping: Dynamic Analysis of Social Networks. In: International Journal on Social Media MMM (Monitoring, Measurement, and Mining), Vol. 2, no. 1-2(2011), p. 6-18, ISSN 1804-5251.

MACHOVÁ, K., FODOROVÁ, D.: Knowledge Discovery from Repository of Web Information. In: American Journal of Intelligent Systems Vol. 1, no. 1(2011), p. 37-42. (PDF version)

MACHOVÁ, K.: Opinion Analysis from the Social Web Contributions. Computational Collective Intelligence – Technologies and Applications. Lecture Notes in Artificial Intelligence Vol. 6922, NO.1, Springer – Verlag Berlin Heidelberg, 2011, 356-365, ISSN 0302-9743. (PDF version) The original publication is available at (www.springerlink.com)

MACHOVÁ, K., GAĹOVÁ, L.: The Particular Mapping of the Nearest Surroundings Graph of the Actual Web Page. JIOS – Journal of Information and Organizational Sciences. Vol.33, NO.1, 2009, Varaždin, Croatia, 151-163, ISSN 1846-3312.

MACHOVÁ, K., VRANA, J., Džbor, M.: Some approaches to Make the Internet Searching Easier. Ambient Intelligence Perspectives: Ambient Intelligence and Smart Environments – Selected Papers from the First International Ambient Intelligence Forum 2008. Vol.1, IOS Press, Netherland, 2009, 166-173, ISSN 1875-4163.

MACHOVÁ, K., SZABÓOVÁ, A., BEDNáR, P.: Generation of a Set of Key Terms Characterising Text Documents. JIOS – Journal of Information and Organizational Sciences. Vol.31, NO.1, 2007, Varaždin, Croatia, 101-113, ISSN 1846-3312.

MACHOVÁ, K., ILLIÁŠ, P.: Movement Optimisation of Cooperating Ant Colony: A Study in Agent–based Social Simulation. Studies in Informatic and Control. Vol.16, Number 4, 2007, Bucharest, Romania, 401-412, ISSN 1220-1766. (PDF version)

MACHOVÁ, K., PUSZTA, M., BARČÁK, F., BEDNÁR, P.: A Comparison of the Bagging and the Boosting Method Using the Decision Trees Classifiers. ComSIS - Computer Science and Information Systems, Vol. 3, Number 2, 2006, Novi Sad, Serbia and Montenegro, 57-72, ISSN 1820-0214. (PDF version)

MACHOVÁ, K., PUSZTA, M., BEDNÁR, P.: An Improvement of the Classification Algorithm Results. Teaching Mathematics and Computer Science, Debrecen, Hungari, Vol.4, No.6, 2006, 131-142, ISSN 1589-7389.

MACHOVÁ, K., KLIMKO, I.: Classification and Clustering Methods in the Decreasing of the Internet Cognitive Load. Acta Elektrotechnica et Informatica, Vol. 6, No.2, FEI TU Košice, 2006, 52-56, ISSN 1335-8243. (PDF version)

MACHOVÁ, K.: An Application of Machine Learning for Internet Users. IFIP International Federation for Information Processing, Volume 159/2005, Springer Science+Business Media Inc., Formerly Kluwer Boston Inc., 2005, 459-466, ISSN 1571-5736 (Paper), ISSN 1861-2288(Online). (PDF version)

MACHOVÁ, K.: Machine Learning as Controlled Process. AT&P journal, Vol. XI, No. 4, ABB Elektro, s.r.o., Bratislava, 2004, ISSN 1335-2237. (PDF version)

MACHOVÁ, K.: Basic Principles of the Cognitive Algorithms. Acta Electrotechnica et Informatica, Vol.3, No.3, FEI TU Kosice, 2003, 65-69, ISSN 1335-8243.

MACHOVÁ, K., JANOVSKY, J.: Knowledge Acquisition and Modification in the Contex of Prenatal Medicine. Lekar a Technika, Vol. 32, 2001, No. 6, Ceska lekarska spolecnost J.E. Purkyne, ISSN 0301-5491, 147-151.

MACHOVÁ, K.: An Approach to Combining Inductive and Deductive Learning. Kybernetika a Informatika, Slov. spol. pre kybernetiku a informatiku, Bratislava, 1995, 68-80.

MACHOVÁ, K.: Knowledge Compilation by Means of Explanation Based Learning I. AT&P journal, Vol. I, 1994, No. 3, 24-28.

MACHOVÁ, K.: Knowledge Compilation by Means of Explanation Based Learning II. AT&P Journal, Vol. I, 1994, No. 4, 22-25.

MACHOVÁ, K.: Application of the Method of Explanation-Based Generalisation in the Programming Language PROLOG Environment. Kybernetika a informatika, Vol. 6, Slov. spol. pre kybernetiku a informatiku, Bratislava, 1993, No. 2, 30-38.

PETRUŠOVÁ, K.: An Intensional Approach for Uncertain Knowledge Processing in Expert Systems. Zbornik prac VST v Kosiciach, Vol. III, 1989, 337-353.

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Conference Papers


MACHOVÁ, K., MACH, M., DEMKOVÁ, G.: Modelling of the Fake Posting Recognition in On-line Media Using Machine Learning. In: Proc. of the 46th International Conference on Current Trends in Theory and Practice of Informatics, SOFSEM 2020, Limassol, Cyprus, January 20–24, 2020, LNCS, Vol. 12011, Springer Cham, SOFSEM 2020: Theory and Practice of Computer Science, 2020, ISBN 978-3-030-38918-5, 667-675, https://doi.org/10.1007/978-3-030-38919-2_56, SCOPUS. (PDF version) The original publication is available at (www.springerlink.com)

MACHOVÁ, K., BIRKA, J.: Sentiment Analysis of Web Trends for the Antisocial Behaviour Detection. In: Proc. of the International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, KDIR 2019 Vienna, Vol. 1, © Springer-Verlag, 2019, 450-457, ISBN 978-989758382-7, SCOPUS. (PDF version)

MACHOVÁ, K., KOLESÁR, D.: Recognition of Antisocial Behavior in Online Discussions. In: Proc. of the ISAT 2019 Wroclaw, Advances in Intelligent Systems and Computing, Vol. 1051, © Springer-Verlag, 2020, 253-262, ISSN 2194-5357, SCOPUS.

MACHOVÁ, K., STAROŇOVÁ, P.: Selecting the Most Probable Author of Asocial Posting in Online Media. In: 7th IEEE International Conference on Emerging eLearning Technologies and Applications (ICETA 2019), 2019, 480-485, ISBN 978-1-7281-4967-7, ISBN 978-1-7281-4966-0, SCOPUS.

MACHOVÁ, K., LEDECKÝ, M.: Search for Exceeding Web Reviewers – Authorities and Trolls Using Genetic Programming. In: 1st International Conference on Advances in Signal Processing and Artificial Intelligence: ASPAI 2019, Barcelona (Španielsko), IFSA Publishing, L.S., 2019, 119-122, ISBN 978-84-09-10127-6.

HREŠKOVÁ, M., MACHOVÁ, K.: Michiko: Poem models used in automated haiku poetry generation. In: SOFSEM 2018, Lecture Notes in Computer Science: 29.1. - 2.2.2018: Krems an der Donau, Heidelberg, Springer Verlang, 2018, 469-476, ISBN 978-331973116-2.

MACHOVÁ, K., MACH, M.: Genetic programming in the authority of a web discussion identification. In: DISA 2018 - IEEE World Symposium on Digital Intelligence for Systems and Machines, 23. - 25.8.2018, Košice, Springer Verlang, 2018, 245-250, ISBN 978-153865102-5..

MIKULA, M., GAO, X., MACHOVÁ, K.: Adapting sentiment analysis system from English to Slovak. In: 2017 IEEE Sympozium Series on Computational Intelligence, SSCI 2017, Honolulu, HI, USA, Danvers IEEE, 2017, 1-7, ISBN 978-1-5386-2726-6.

MACHOVÁ, K., SENDEK, M.: Authoritative Authors Mining within Web Discussion Forums. In: Proc. of the Ninth International Conference on Systems, ICONS 2014, Nice, France, 23. - 27.2.2014, Publisher: International Academy, Research and Industry Association, 2014, 154-159, ISBN 978-1-61208-319-3. (PDF version)

MACHOVÁ, K., KONCZ, P.: Methods for mining within conversational content with focuse on sentiment analysis - tutorial. In: Proc. of the conference Znalosti-Datakon 2013, Ostrava, Czech Republic, October 13-15, 2013, Publisher: VŠB – Technical University, Ostrava, 2013, 2-14, ISBN 978-80-248-3189-3..

MACHOVÁ, K., DANKO, M.: Dynamic coefficient in the process of opinion classification. In: IEEE 11th International Symposium on Applied Machine Intelligence and Informatics. SAMI’2013, Herľany, Slovakia, 31.1.2013-2.2.2013, Publisher: Óbuda University, Budapest, Hungary, 2013, 201-204, ISBN 978-1-4673-5929-0, IEEE Catalog Number: CFP1308E-ART.

MACHOVÁ, K., RAKUŠČINEC, T.: Dynamic Analysis of Selected Social Network. Proc. of the 11th annual conference Znalosti 2012, Mikulov, Czech Republic, October 14-16, 2012, Publisher: MATFYZPRESS, Praha, 2012, 127-130, ISBN 978-80-7378-220-7..

SZABÓ, P., MACHOVÁ, K.: Opinion classification based on dictionary generation. Proc. of the 11th annual conference Znalosti 2012, Mikulov, Czech Republic, October 14-16, 2012, Publisher: MATFYZPRESS, Praha, 2012, 123-126, ISBN 978-80-7378-220-7..

MACHOVÁ, K., PENZÉŠ, T.: Extraction of Web Discussion Texts for Opinion Analysis. In: IEEE 10th Jubilee International Symposium on Applied Machine Intelligence and Informatics, 26. - 28.1.2012, Herľany, Publisher: Óbuda University, Budapest, Hungary, 2012, 31-35, ISBN 978-1-4577-0195-5, IEEE Catalog Number: CFP1208E-CDR.

SZABÓ, P., MACHOVÁ, K.: Various Approaches to the Opinion Classification Problems Solving. In: IEEE 10th Jubilee International Symposium on Applied Machine Intelligence and Informatics, 26. - 28.1.2012, Herľany, Publisher: Óbuda University, Budapest, Hungary, 2012, 59-62, ISBN 978-1-4577-0195-5, IEEE Catalog Number: CFP1208E-CDR..

MACHOVÁ, K., KRAJČ, M.: Opinion Classification in Threaded Discussions on the Web. 10th Annual International Conference Znalosti 2011, Stará lesná, 31.1.–2.2.2011, Publisher: FEI Technická univerzita Ostrava, Czech Republic, 2011, 136-147, ISBN 978-80-248-2369-0.

SZABÓ, P., MACHOVÁ, K.: Nové trendy v riešení problémov klasifikácie názorov. In: 6th Workshop on Intelligent and Knowledge oriented Technologies - WIKT 2011, 24. - 25.11.2011, Herľany, EQUILIBRIA, s.r.o., Košice, 2011, 77-82, ISBN 978-80-89284-99-3.

ŠTOFA, J., MACHOVÁ, K.: Bezpečnosť sociálnych sietí. In: 6th Workshop on Intelligent and Knowledge oriented Technologies - WIKT 2011, 24. - 25.11.2011, Herľany, EQUILIBRIA, s.r.o., Košice, 2011, 201-204, ISBN 978-80-89284-99-3.

DVORŠČÁK, S., MACHOVÁ, K.: Cellular Semantic Network. In: 6th Workshop on Intelligent and Knowledge oriented Technologies - WIKT 2011, 24. - 25.11.2011, Herľany, EQUILIBRIA, s.r.o., Košice, 2011, 185-188, ISBN 978-80-89284-99-3.

MACHOVÁ, K., FODOROVÁ, D.: Knowledge Discovery from Repository of Web Information. Proc. of the IEEE 9th International Symposium on Applied Machine Intelligence and Informatics. SAMI’2011, Smolenice, Slovakia, January 27-29, 2011, Publisher: Óbuda University, Budapest, Hungary, 2011, 339-342, ISBN 978-1-4244-7428-8, IEEE Catalog Number: CFP1108E-CDR.

MACHOVÁ, K.: Targeted Information Retrieval in the Web Space as a Responce to User Needs. Proc. of the CECiiS 2010, Varaždin, Faculty of Organisation and Informatics, University of Zagreb, Croatia, 2010, 305-310, ISSN 1847-2001.

DVORŠČÁK, S., MACHOVÁ, K.: Intelligent Browser with the Semantic Assistance. Proc. of the 9th annual conference Znalosti 2010, Jindřichuv Hradec, Czech Republic, February 3-5, 2010, Publisher: VŠE v Praze, Praha, 2010, 199-202, ISBN 978-80-245-1636-3.

DVORŠČÁK, S., MACHOVÁ, K.: Intelligent Search Machine with the Semantic Support. Proc. of the IEEE 8th International Symposium on Applied Machine Intelligence and Informatics. SAMI’2010, Herľany, Slovakia, January 28-30, 2010, Publisher: Óbuda University, Budapest, Hungary, 2010, 195-198, ISBN 978-1-4244-6423-4, IEEE Catalog Number: CFP1008E-CDR.

MACHOVÁ, K., FODOROVÁ, D.: Web Information Integration in Knowledge Discovery. Proc. of the 5nd Workshop on Intelligent and Knowledge Oriented Technologies WIKT’2010, EQUILIBRIA,s.r.o., Bratislava, Slovakia, 2010, 102-105, ISBN 978-80-870145-2-0.

DVORŠČÁK, S., MACHOVÁ, K.: Semantic Net as a Continuous System. Proc. of the 5nd Workshop on Intelligent and Knowledge Oriented Technologies WIKT’2010, EQUILIBRIA,s.r.o., Bratislava, Slovakia, 2010, 74-77, ISBN 978-80-870145-2-0.

MACHOVÁ, K., VRANA, J., MACH, M.: Recommender Systems for Decreasing Cognitive Load of the Internet Users. Proc. of the 2nd International Conference - Ambient Intelligence Forum 2009, Hradec Králové, Czech Republic, September 15-17, Gaudeamus Publishing House, 2009, pages 36-45, ISBN 978-80-7435-028-3.

VRANA, J., MACHOVÁ, K.: Visualization of Ontologies Using Context. Proc. of the 30th international conference ISAT 2009 – Information Systems Architecture and Technology - Service Oriented Distributed Systems: Concepts and Infrastructure, Szklarska Poreba, Poland, September 20-22, 2009, Publisher: Oficyna Wydawnicza Politechniki Wroclawskiej, Wroclaw, 2009, 17-26, ISBN 978-83-7493-477-0.

VRANA, J., MACHOVÁ, K., DŽBOR, M.: Ontologies Evaluation and Visualization. Proc. of the 8th annual conference Znalosti 2009, Brno, Czech Republic, February 4-6, 2009, Publisher: Slovak Technical University, Bratislava, 2009, 333-336, ISBN 978-80-227-3015-0.

VRANA, J., DŽBOR, M., MACHOVÁ, K.: Contextual Visualization of Ontological Models. Proc. of the IEEE 7th International Symposium on Applied Machine Intelligence and Informatics. SAMI’09, Herľany, Slovakia, January 30-31, 2009, Publisher: Budapest Polytechnic, Hungary, 2009, 79-83, ISBN 978-1-4244-3802-0.

VRANA, J., MACHOVÁ, K.: Evaluation of ontologies using key concept and context. Proc. of the 4nd Workshop on Intelligent and Knowledge Oriented Technologies WIKT’2009, EQUILIBRIA,s.r.o., Košice, Slovakia, 2009, strany 1-5, ISBN 978-80-89284-42-9.

MACHOVÁ, K., GAĽOVÁ, L.: The Partial Mapping of the Web Graph. Proc. Of the CECiiS - Central European Conference on Information and Intelligent Systems - 19th International Conference,24-26 september 2008, Varazdin, Faculty of Organisation and Informatics, University of Zagreb, Croatia, 2008, 451-458, ISBN: 978-953-6071-04-3.

VRANA, J., MACHOVÁ, K., DŽBOR, M.: Support for the Semantic Web Searching. Proc. of the 7th annual conference Znalosti 2008, Bratislava, February 13-15, 2008, Publisher: Slovak Technical University, Slovak Republic, 2008, 399-402, ISBN 978-80-227-2827-0.

MACHOVÁ, K., MODROVIČOVÁ, J.: The AWA System - a Support for Adaptive Web. Proc. of the 7th annual conference Znalosti 2008, Bratislava, February 13-15, 2008, Publisher: Slovak Technical University, Slovak Republic, 2008, 355-358, ISBN 978-80-227-2827-0.

VRANA, J., DŽBOR, M., MACHOVÁ, K.: Software Means for the Support of Semantic Web. Proc. of the 6th International Symposium on Applied Machine Intelligence and Informatics. SAMI’08, Herlany, Slovakia, January 21-22, 2008, Publisher: Budapest Polytechnic, Hungary, 2008, 147-150, ISBN 978-1-4244-2106-0.

MACHOVÁ, K., VRANA, J., DŽBOR, M.: Ontológie v podpore sémantického webu. Proc. of the 2nd Workshop on Intelligent and Knowledge Oriented Technologies WIKT’2007, Košice, Slovakia, 2007, 12-15, ISBN 978-80-89284-10-8, EAN 9788089284108.

MACHOVÁ, K.: Web Mining and the Decreasing of the Internet User Cognitive Load. Proc. Of the IIS - Information and Intelligent Systems - 18th International Conference, 12-14 september 2007, Varazdin, Faculty of Organisation and Informatics, University of Zagreb, Croatia, 2007, 368-373, ISBN: 978-953-6071-30-2.

MACHOVÁ, K., SZABÓOVÁ, A.: Detection of Key Term Relations in Text Documents. Proc. of the 6th annual conference Znalosti 2007, Ostrava, February 21-23, 2007, Publisher: Technical University Ostrava, Czech Republic, 2007, 328-331, ISBN 978-80-248-1279-3.

MACHOVÁ, K., SZABÓOVÁ, A.: Statistical Methods in Key Words Generation from Text Documents. Proc. of the 5th Slovakian – Hungarian Joint Symposium on Applied Machine Intelligence and Informatics SAMI’07, Poprad, Slovakia, January 25-26, 2007, Publisher: Budapest Polytechnic, Hungary, 2007, 435-446, ISBN 978-963-7154-56-0.

MACHOVÁ, K., SZABÓOVÁ, A., BEDNÁR, P.: Generation of a Set of Key Terms Characterising Text Documents. Proc. Of the IIS – Information and Intelligent Systems – 17th International Conference, 20-22 september 2006, Varaždin, University of Zagreb, Croatia, 2006, 105-112, ISBN: 953-6071-27-4. (PDF version)

MACHOVÁ, K., MATÁK, V., BEDNÁR, P.: Information Retrieval from Web Pages Employing Classification and Clustering Methods. Proc. of the 5th annual conference ZNALOSTI‘06, 1-3 february 2006, Hradec Kralove, Czech Republic, Publisher: VSB-Technical University Ostrava, 2006, 191-198, ISBN: 80-248-1001-8. (PDF version)

MACHOVÁ, K., MATÁK, V., BEDNÁR, P.: The Role of the Clustering in the Field of Information Retrieval. Proc. of the 4nd Slovakian – Hungarian Joint Symposium on Applied Machine Intelligence SAMI’06, Herlany, Slovakia, January 20-21, 2006, Publisher: Budapest Polytechnic, Hungary, 2006, 483-489, ISBN 963-7154-44-2.

MACHOVÁ, K., MATÁK, V., BEDNÁR, P.: Information Extraction from the Web Pages Using Machine Learning Methods. Proc. Of the IIS - Information and Intelligent Systems – 16th International Conference, 21-23 september 2005, Varazdin, University of Zagreb, Croatia, 2005, 407-414, ISBN: 953-6071-25-8. (PDF version)

MACHOVÁ, K., PUSZTA, M., BEDNÁR, P.: An Improving of Classification Algorithms Results by the Aid of the Boosting Method. ZNALOSTI 2005 – Stara Lesna, Publisher of the Palacky University, Olomouc, Czech Republic, 2005, 81-84.

MACHOVÁ, K., PUSZTA, M., BEDNÁR, P.: A Boosting Method in Combination with Decision Trees. Proc. of the 3nd Slovakian – Hungarian Joint Symposium on Applied Machine Intelligence SAMI’05, Herlany, Slovakia, January 21-22, 2005, Publisher: Budapest Polytechnic, Hungary, 2005, 151-162, ISBN 963 7154 35 3.

MACHOVÁ, K.: An Application of Machine Learning for Internet Users. In. Emerging Solution for Future Manufacturing Systems. Springer Science+Business Media, New York, USA, 2005, 459-466, ISBN (HB) 0-387-22828-4 / e-ISBN 0-387-22829-2 (BASYS’04, Vienna, AUSTRIA, 27-29 September 2004). (PDF version)

MACHOVÁ, K., KLIMKO, I.: Support of the adaptive WEB by means of machine learning. Proc. of the conf. Znalosti 2004, Brno, Czech republic, 2004, VSB-Technical University Ostrava, 218-225, ISBN 80-248-0456-5. (PDF version)

MACHOVÁ, K., KLIMKO, I.: Application of machine learning for solving Internet cognitive load. Proc. of the 2nd Slovakian – Hungarian Joint Symposium on Applied Machine Intelligence, Herlany, Slovakia, January, 2004, Publisher: Budapest Polytechnic, Hungary, 2004, 237-242, ISBN 963 7154 23 X.

MACHOVÁ, K., PARALIČ, J.: Basic Principles of Cognitive Algorithms Design. Proceedings of the ICCC International Conference Computational Cybernetics, Siofok, Hungary, 2003, 245-247, ISBN 963 7154 175. (PDF version)

MACHOVÁ, K.: The Learning Algorithm Design with the Aid of Basic Principles of Machine Learning. CALCI'2003, Stara Lesna, 2003, 343-348, ISBN 80-89066-64-X.

MACH, M., MACHOVÁ, K.: Knowledge Technologies for Information Acquisition and Retrieval. Proc. of the III. ISC'2003 - 3th Internal Scientific Conference of the Faculty of Electrical Engineering and Informatics, Kosice, 2003, 61-62, ISBN 80-89066-65-8. (PDF version)

MACHOVÁ, K.: Explanation Based Learning in Prenatal Medicine. Proc. of the Conf. of Cybernetics and Artificial Intelligence'94, Herlany, 1994, 168-173.

MACHOVÁ, K.: EBL Method in Fault State Diagnostic. Proc. of the 11th International Conf. on Process Control and Simulation ASRTP'94, Kosice - Zlata Idka, 1994, 197-202.

MACHOVÁ, K.: Role of Explanation in the Process of Deductive Learning. Proc. of the International Scient. Conf. MICROCAD-SYSTEMS'93, Kosice, 1993, 35-35.

MACHOVÁ, K.: The Application of Explanation Based Learning Method in Engineering Industry. Proc. of the Conf. on Robotics in Theory and Practice ROBTEP'93, Presov, 1993, 231-234.

PETRUŠOVÁ, K.: Basic Principles of the Explanation Based Learning. Proc. of. the 6th Scient. Conf. of Electrical Faculty VST on Cybernetics and Artificial Intelligence, Kosice, 1992, 119-124.

PETRUŠOVÁ, K.: The Probabilistic Logic and Expert Systems. Proc. of Conf. on Digital Image Processing and Artificial Intelligence'88, Kosice, 1988, 128-129.

PETRUŠOVÁ, K.: Using Personal Computers PP01 for Theory Control Subject. Proc. of the 4th Scient. Conf. of Electrical Faculty VST, Kosice, 1986, 35-37.

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Qualifying Works


MACHOVÁ, K.: Machine Learning in the Text Document Processing and in Adaptive Web Support [Habilitation work]. Technical University in Kosice, 2008, 81 ps.

MACHOVÁ, K.: Knowledge Modification with the Aid of Explanation Based Learning [PhD. Theses]. Technical University in Kosice, 1995, 145 pages.

MACHOVÁ, K.: Knowledge Acquisition Methods for Knowledge Base of an Expert System [Writing work for the specialist aspirant examine]. Technical University in Kosice, 1993, 80 pages.

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Technical Reports


MACHOVÁ, K.: Generation of Dependence of Variables by Means of Inductive and Deductive Learning. Technical Report KKUI-1994-UI01, Technical University, Kosice, 1994, 41 pages.

MACHOVÁ, K.: EBL in the Context of Knowledge Acquisition Methods and Its Perspectives. Technical Report KKUI-1993-UI01, Technical University, Kosice, 1993, 15 pages.

MACHOVÁ, K.: Review of Knowledge Based Systems Using Explanation Based Learning. Technical Report KKUI-1992-UI03. Technical University, Kosice, 1992, 30 pages.

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Others

ĆIGAŠOVÁ, M.: A Guide in the Labyrinth of the Web Pages. The Main Inspiration of Scientists Deal with Artificial Intelligence Is Human. Profesia, No. 24, 2005, 18-19, ISSN 1336-1228. (HTM version)

MACH, M. at al.: PROLEX II. User's guide. JZD Slusovice, 1990, 140 pages.

OCELÍKOVÁ, E., PETRUŠOVÁ, K., FILASOVÁ, A.: Automatisation of the Store economic agenda on KTK. Starting projekt. EF VST, Kosice, 1988, 83 pages.

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