Fakulta informačních technologií VUT v Brně

Výzkumná skupina znalostních technologií

Publikace

  • 2019

    FAJČÍK Martin, BURGET Lukáš a SMRŽ Pavel. BUT-FIT at SemEval-2019 Task 7: Determining the Rumour Stance with Pre-Trained Deep Bidirectional Transformers. In: Proceedings of the 13th International Workshop on Semantic Evaluation. Minneapolis, Minnesota: Association for Computational Linguistics, 2019, s. 1097-1104. ISBN 978-1-950737-06-2.
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  • 2018

    DYTRYCH Jaroslav a SMRŽ Pavel. Advanced User Interfaces for Semantic Annotation of Complex Relations in Text. Lecture Notes in Computer Science, roč. 2017, č. 10839, s. 205-221. ISBN 978-3-319-93581-2. ISSN 0302-9743.
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    AFZAL Wasif, BRUNELIERE Hugo, DI Ruscio Davide, SADOVYKH Andrey, MAZZINI Sylvia, CARIOU Eric, TRUSCAN Dragos, CABOT Jordi, FIELD Daniel, POMANTE Luigi a SMRŽ Pavel. The MegaM@Rt2 ECSEL Project: MegaModelling at Runtime - Scalable Model-Based Framework for Continuous Development and Runtime Validation of Complex Systems. In: Proceedings of the Euromicro Conference on Digital System Design (DSD). Vienna: IEEE Computer Society, 2018, s. 494-501. ISBN 978-1-5386-2146-2.
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    BUITELAAR Paul, WOOD Ian, NEGI Sapna, ARCAN Mihael, MCCRAE John P., ABELE Andrejs, ROBIN Cécile, ANDRYUSHECHKIN Vladimir, ZIAD Housam, SAGHA Hesam, SCHMITT Maxmilian, SCHULLER Björn W., SÁNCHEZ-RADA J. Fernando, IGLESIAS Carlos A., NAVARRO Carlos, GIEFER Andreas, HEISE Nicolaus, MASUCCI Vincenzo, DANZA Francesco A., CATERINO Ciro, SMRŽ Pavel, HRADIŠ Michal, POVOLNÝ Filip, KLIMEŠ Marek, MATĚJKA Pavel a TUMMARELLO Giovanni. MixedEmotions: An Open-Source Toolbox for Multimodal Emotion Analysis. IEEE Transactions on Multimedia, roč. 20, č. 9, s. 2454-2465. ISSN 1520-9210.
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    AFZAL Wasif, BRUNELIERE Hugo, DI Ruscio Davide, SADOVYKH Andrey, MAZZINI Sylvia, CARIOU Eric, TRUSCAN Dragos, CABOT Jordi, GÓMEZ Abel, GORRONOGOITIA Jesús, POMANTE Luigi a SMRŽ Pavel. The MegaM@Rt2 ECSEL Project: MegaModelling at Runtime - Scalable Model-Based Framework for Continuous Development and Runtime Validation of Complex Systems. Microprocessors and Microsystems, roč. 61, č. 9, s. 86-95. ISSN 0141-9331.
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  • 2017

    FAJČÍK Martin, ZACHARIÁŠOVÁ Marcela a SMRŽ Pavel. Automation of Processor Verification Using Recurrent Neural Networks. In: 2017 18th International Workshop on Microprocessor and SOC Test and Verification (MTV). Austin, Texas: Institute of Electrical and Electronics Engineers, 2017, s. 15-20. ISBN 978-1-5386-3351-9.
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  • 2016

    OTRUSINA Lubomír a SMRŽ Pavel. WTF-LOD - A New Resource for Large-Scale NER Evaluation. In: Proceedings of the Tenth conference on International Language Resources and Evaluation (LREC'16). Portorož: European Language Resources Association, 2016, s. 3299-3302. ISBN 978-2-9517408-9-1.
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    DYTRYCH Jaroslav a SMRŽ Pavel. Interaction Patterns in Computer-assisted Semantic Annotation of Text - An Empirical Evaluation. In: Proceedings of the 8th International Conference on Agents and Artificial Intelligence. Volume 2: ICAART. Setúbal: SciTePress - Science and Technology Publications, 2016, s. 74-84. ISBN 978-989-758-172-4.
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  • 2015

    RYCHLÝ Marek, ŠKODA Petr a SMRŽ Pavel. Heterogeneity-Aware Scheduler for Stream Processing Frameworks. International Journal of Big Data Intelligence, roč. 2, č. 2, s. 70-80. ISSN 2053-1397.
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    SMRŽ Pavel a DYTRYCH Jaroslav. Advanced Features of Collaborative Semantic Annotators - the 4A System. In: Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference. Palo Alto, California: American Association for Artificial Intelligence, 2015, s. 233-236. ISBN 978-1-57735-730-8.
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  • 2014

    RYCHLÝ Marek, ŠKODA Petr a SMRŽ Pavel. Scheduling Decisions in Stream Processing on Heterogeneous Clusters. In: 2014 Eighth International Conference on Complex, Intelligent and Software Intensive Systems. Birmingham: IEEE Computer Society, 2014, s. 614-619. ISBN 978-1-4799-4325-8.
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    OTRUSINA Lubomír a SMRŽ Pavel. Deep Learning from Web-Scale Corpora for Better Dictionary Interfaces. In: Proceedings of the 4th Workshop on Cognitive Aspects of the Lexicon (CogALex). Dublin: Association for Computational Linguistics, 2014, s. 22-30. ISBN 978-1-63439-217-4.
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  • 2013

    PETCU Dana, DI Martino Beniamino, VENTICINQUE Salvatore, RAK Massimiliano, MÁHR Tamás, LOPEZ Gorka E., BRITO Fabrice, COSSU Roberto, STOPAR Miho, ŠPERKA Svatopluk a STANKOVSKI Vlado. Experiences in building a mOSAIC of clouds. Journal of Cloud Computing: Advances, Systems and Applications, roč. 2, č. 12, s. 1-38. ISSN 2192-113X.
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    OTRUSINA Lubomír a SMRŽ Pavel. BUT-TYPED: Using domain knowledge for computing typed similarity. In: Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 1: Proceedings of the Main Conference and the Shared Task: Semantic Textual Similarity. Atlanta: Association for Computational Linguistics, 2013, s. 119-123. ISBN 978-1-937284-48-0.
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    DENECKE Kerstin, KRIECK Manuela, OTRUSINA Lubomír, SMRŽ Pavel, DOLOG Peter, NEJDL Wolfgang a VELASCO Edward. How to Exploit Twitter for Public Health Monitoring. Methods of Information in Medicine, roč. 52, č. 4, s. 326-339. ISSN 0026-1270.
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  • 2012

    POLOK Lukáš a SMRŽ Pavel. Fast Linear Algebra on GPU. In: IEEE conference proceedings. Liverpool: IEEE Computer Society, 2012, s. 6. ISBN 978-0-7695-4749-7.
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    BACKFRIED Gerhard, OTRUSINA Lubomír a SMRŽ Pavel. M-Eco D3.3 - M-Eco Media Content Analysis. Hannover: The Information Society Technologies (IST) 7th Framework programme, 2012.
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    QUI Renxi, JI Ze, NOYVIRT Alexandre, SOROKA Anthony, SETCHI Rossi, PHAM Duc Truong, XU Shuo, SHIVAROV Naiden, PIGINI Lucia, ARBEITER Georg, WEISSHARDT Florian, GRAF Brigit, MAST Marcus, BLASI Lorenzo, FACAL David, ROOKER Martijn, LOPEZ Rafael, LI Dayou, LIU Beisheng, KRONREIF Gernot a SMRŽ Pavel. Towards robust personal assistant robots: Experience gained in the SRS project. In: Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). Vilamoura: Institute of Electrical and Electronics Engineers, 2012, s. 1651-1657. ISBN 978-1-4673-1737-5.
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    DENECKE Kerstin, DOLOG Peter a SMRŽ Pavel. Making use of social media data in public health. In: Proceedings of the 21st international conference companion on World Wide Web. New York: Association for Computing Machinery, 2012, s. 243-246. ISBN 978-1-4503-1230-1.
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  • 2011

    DREESMAN Johannes, ECKMANNS Tim, KRIECK Manuela, LINGE Jens, OTRUSINA Lubomír a VELASCO Edward. Social media and epidemiology: Tweets indicate Norovirus outbreak at a university. In: Proceedings of the International Meeting on Emerging Diseases and Surveillance (IMED 2011). Brookline: International Society for Infectious Diseases, 2011, s. 1-9.
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    SMRŽ Pavel a DYTRYCH Jaroslav. Towards New Scholarly Communication: A Case Study of the 4A Framework. In: Proceedings of the Workshop on Semantic Publications. Aachen: CEUR, 2011, s. 1-10. ISBN 978-3-642-25952-4. ISSN 1613-0073.
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    DENECKE Kerstin, KIRCHNER Göran, DOLOG Peter, SMRŽ Pavel, LINGE Jens, BACKFRIED Gerhard a DREESMAN Johannes. Event-Driven Architecture for Health Event Detection from Multiple Sources. In: Proceedings of the XXIII International Conference of the European Federation for Medical Informatics (MIE 2011). Oslo: IOS Press, 2011, s. 160-164. ISBN 978-1-60750-805-2.
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    POLOK Lukáš a SMRŽ Pavel. Implementing Random Indexing on GPU. In: Proceedings of the 19th High Performance Computing Symposium. HPC '11. Boston: SCS Publication House, 2011, s. 134-142. ISBN 978-1-61782-840-9.
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    OTRUSINA Lubomír a SMRŽ Pavel. Finding Indicators of Epidemiological Events by Analyzing Messages from Twitter and Other Social Media. In: 20th ACM Conference on Information and Knowledge Management workshop proceedings by ACM. Glasgow: Association for Computing Machinery, 2011, s. 4. ISBN 978-1-4503-0950-9.
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    DREESMAN Johannes, ECKMANNS Tim, KRIECK Manuela, LINGE Jens, OTRUSINA Lubomír a VELASCO Edward. Social media and epidemiology: Tweets indicate Norovirus outbreak at a university. In: Proceedings of the European Congress of Clinical Microbiology and Infectious Diseases (ECCMID 2011). Milan: The European Society of Clinical Microbiology and Infectious Diseases, 2011, s. 1-9.
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    DENECKE Kerstin, DREESMAN Johannes, KRIECK Manuela a OTRUSINA Lubomír. A New Age of Public Health: Identifying Disease Outbreaks by Analyzing Tweets. In: Proceedings of Health WebScience Workshop, ACM Web Science Conference. Koblenz: Association for Computing Machinery, 2011, s. 10-15.
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    OTRUSINA Lubomír a SMRŽ Pavel. M-Eco D3.2 - subsystém pro sémantickou anotaci. Hannover: The Information Society Technologies (IST) 7th Framework programme, 2011.
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  • 2010

    AVRITHIS Yannis, MYLONAS Phivos, SOLACHIDIS Vassilios, GEYER-SCHULTZ Andreas, HOSER Betina, CHAPMAN Sam, CIRAVEGNA Fabio, STAAB Stefen, SMRŽ Pavel a KOMPATSIARIS Yiannis. Efficient Media Exploitation Towards Collective Intelligence. Advances in Data Analysis, Data Handling and Business Intelligence. Studies in Classification, Data Analysis, and Knowledge Organization. Berlin: Springer Verlag, 2010, s. 723-732. ISBN 978-3-642-01043-9.
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    SOLACHIDIS Vassilios, MYLONAS Phivos, GEYER-SCHULTZ Andreas, HOSER Betina, CHAPMAN Sam, CIRAVEGNA Fabio, LANFRANCHI Vita, SCHERP Ansgar, STAAB Stefen, CONTOPOULOS Costis, GKIKA Ioanna, BAKAIMIS Byron, SMRŽ Pavel, KOMPATSIARIS Yiannis a AVRITHIS Yannis. Collective Intelligence Generation from User Contributed Content. Advances in Data Analysis, Data Handling and Business Intelligence. Studies in Classification, Data Analysis, and Knowledge Organization. Berlin: Springer Verlag, 2010, s. 765-774. ISBN 978-3-642-01043-9.
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    ŠILHAVÁ Jana a SMRŽ Pavel. Improved Disease Outcome Prediction Based on Microarray and Clinical Data Combination and Pre-validation. In: Biomedical Engineering Systems and Technologies. Valencia: Springer Verlag, 2010, s. 36-41. ISBN 978-3-540-92218-6.
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    ŠILHAVÁ Jana a SMRŽ Pavel. Gene Ontology Driven Feature Filtering from Microarray Data. In: Znalosti 2010. 9th Annual Conference, Jindřichův Hradec. Jindřichův Hradec, 2010, s. 263-266. ISBN 978-80-245-1636-3.
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    SCHMIDT Marek a SMRŽ Pavel. RDFa editor pro sémantické wiki. In: Znalost 2010. Sborník příspěvků 9. ročníku konference. Jindřichův Hradec: Fakulta managementu a informací VŠE, 2010, s. 255-258. ISBN 978-80-245-1636-3.
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    ŠILHAVÁ Jana a SMRŽ Pavel. Combination of Logistic Regression and Boosting to Predict Disease Outcome. Applied Statistics 2010 International Conference. Ribno, Bled, 2010. ISBN 978-961-92487-4-4.
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    BACKFRIED Gerhard, OTRUSINA Lubomír a SMRŽ Pavel. M-Eco D3.1 - Speech Recognition and Content Classification Subsystems. Hannover: Information and Communication Technologies (ICT) 7th Framework programme, 2010.
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  • 2009

    KNOTH Petr, SCHMIDT Marek a SMRŽ Pavel. Information Extraction in the KiWi Project. In: Znalosti 2009. 8th Annual Conference, Brno. Bratislava: Fakulta informatiky a informačních technologií Slovenská technická univerzita v Bratislavě, 2009, s. 363-366. ISBN 978-80-227-3015-0.
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    KNOTH Petr, SCHMIDT Marek, SMRŽ Pavel a ZDRÁHAL Zdeněk. Towards a Framework for Comparing Automatic Term Recognition Methods. In: Znalosti 2009. 8th Annual Conference, Brno. Bratislava: Fakulta informatiky a informačních technologií Slovenská technická univerzita v Bratislavě, 2009, s. 83-94. ISBN 978-80-227-3015-0.
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    SCHMIDT Marek a SMRŽ Pavel. Information Extraction in Semantic Wikis. In: Fourth Workshop on Semantic Wikis. CEUR Workshop Proceedings, Vol 464, roč. 2009. Hersonissos: Salzburg Research Forschungsgesellschaft M.B.H., 2009, s. 17-29. ISSN 1613-0073.
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    ŠILHAVÁ Jana a SMRŽ Pavel. Additional Predictive Value of Microarray Data Compared to Clinical Variables. In: PRIB 2009, 4th IAPR International Conference on Pattern Recognition in Bioinformatics. Sheffield: University of Sheffield, 2009, s. 1-6. ISBN 978-0-9563399-0-4.
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  • 2008

    KILGARRIFF Adam, RYCHLÝ Pavel, SMRŽ Pavel a TUGWELL David. The Sketch Engine. Practical Lexicography: A Reader. Oxford: Oxford University Press, 2008, s. 297-306. ISBN 978-0-19-929234-9.
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    SMRŽ Pavel, ŠILHAVÁ Jana, KLÉMA Jiří a ŽELEZNÝ Filip. Gene Expression Data Mining Guided by Genomic Background Knowledge. In: SOFSEM 2008: Theory and Practice of Computer Science. Nový Smokovec: Springer Verlag, 2008, s. 101-111. ISBN 978-80-7097-697-5.
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    FURDÍK Karol, PARALIČ Ján a SMRŽ Pavel. Classification and Automatic Concept Map Creation in eLearning Environment. In: Znalosti 2008. Bratislava: Slovenská technická univerzita v Bratislavě, 2008, s. 78-89. ISBN 978-80-227-2827-0.
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    VACURA Miroslav, SVÁTEK Vojtěch a SMRŽ Pavel. A Pattern-based Framework for Representation of Uncertainty in Ontologies. In: Proceedings of the 11th International Conference on Text, Speech, and Dialogue. Berlin: Springer Verlag, 2008, s. 1-8. ISBN 978-3-540-87390-7.
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  • 2007

    SMRŽ Pavel a ŠILHAVÁ Jana. A Framework for Microarray Data Mining and Processing. In: Information and Intelligent Systems. 18th International Conference. Varaždin, 2007, s. 337-343. ISBN 978-953-607130-2.
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    VACURA Miroslav, SVÁTEK Vojtěch, SMRŽ Pavel a SIMOU Nick. A Pattern-based Framework for Representation of Uncertainty in Ontologies. In: Proceedings of the 6th International Workshop on Uncertainty Reasoning for the Semantic Web. Busan, 2007, s. 135-136.
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  • 2006

    FAPŠO Michal, SMRŽ Pavel, SCHWARZ Petr, SZŐKE Igor, SCHWARZ Milan, ČERNOCKÝ Jan, KARAFIÁT Martin a BURGET Lukáš. Information Retrieval from Spoken Documents. In: Proceedings of the Seventh International Conference on Intelligent Text Processing and Computational Linguistics (CICLING 2006). Mexico City: Springer Verlag, 2006, s. 410-416. ISBN 3-540-32205-1.
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    FAPŠO Michal, SCHWARZ Petr, SZŐKE Igor, SMRŽ Pavel, SCHWARZ Milan, ČERNOCKÝ Jan, KARAFIÁT Martin a BURGET Lukáš. Search Engine for Information Retrieval from Speech Records. In: Proceedings of the Third International Seminar on Computer Treatment of Slavic and East European Languages. Bratislava, 2006, s. 100-101.
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    SMRŽ Pavel. Using WordNet for Opinion Mining. In: Proceedings of the Third International WordNet Conference, GWC 2006. Brno: Masarykova universita, 2006, s. 333-335. ISBN 80-210-3915-9.
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    SINOPALNIKOVÁ Anna a SMRŽ Pavel. Knowing a Word vs. Accessing a Word: Wordnet and Word Association Norms as Interfaces to Electronic Dictionaries. In: Proceedings of the Third International WordNet Conference, GWC 2006. Brno: Masarykova universita, 2006, s. 265-272. ISBN 80-210-3915-9.
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    SMRŽ Pavel a NOVÁČEK Vít. Ontology Acquisition for Automatic Building of Scientific Portals. In: SOFSEM 2006: Theory and Practice of Computer Science: 32nd Conference on Current Trends in Theory and Practice of Computer Science. Berlin: Springer Verlag, 2006, s. 493-500. ISBN 3-540-31198-X.
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    SMRŽ Pavel a KADLEC Vladimír. How Many Dots Are Really Needed for Head-Driven Chart Parsing?. In: SOFSEM 2006: Theory and Practice of Computer Science: 32nd Conference on Current Trends in Theory and Practice of Computer Science. Berlin: Springer Verlag, 2006, s. 483-492. ISBN 3-540-31198-X.
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    SMRŽ Pavel. Automatické generování vědeckých portálů. In: Sborník příspěvků 5. ročníku konference Znalosti 2006. Ostrava: VŠB Technická univerzita Ostrava, 2006, s. 252-255. ISBN 80-248-1001-8.
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    NOVÁČEK Vít a SMRŽ Pavel. Empirical Merging of Ontologies A Proposal of Universal Uncertainty Representation Framework. In: The Semantic Web: Research and Applications. Lecture notes in Computer Science 4011/2006 - Proceedings of ESWC'06 - the 3rd European Semantic Web Conference. Berlin: Springer Verlag, 2006, s. 65-79. ISBN 3-540-34544-2.
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    NOVÁČEK Vít, SMRŽ Pavel a POMIKÁLEK Jan. Text Mining for Semantic Relations as a Support Base of a Scientific Portal Generator. In: Proceedings of the 5th International Conference on Language Resources and Evaluation. Paris: European Language Resources Association, 2006, s. 1338-1343. ISBN 2-9517408-2-4.
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    SMRŽ Pavel. Automatic Acquisition of Semantics-Extraction Patterns. In: Proceedings of the 5th International Conference on Language Resources and Evaluation. Paris: European Language Resources Association, 2006, s. 1-4. ISBN 2-9517408-2-4.
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    SINOPALNIKOVÁ Anna a SMRŽ Pavel. Intelligent Dictionary Interfaces: Usability Evaluation of Access-Supporting Enhancements. In: Proceedings of the 5th International Conference on Language Resources and Evaluation. Paris: European Language Resources Association, 2006, s. 1-4. ISBN 2-9517408-2-4.
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    BABIČ František, PARALIČ Ján, SMATANA Peter a SMRŽ Pavel. Knowledge-Practices Laboratory. In: Proceedings of the International Conference on Information & Communication Technology in Education (ICTE 2006). Ostrava: Ostravská univerzita, 2006, s. 1-4.
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    SMRŽ Pavel a PARALIČ Ján. Technologická podpora v projektu KP-Lab. In: Sborník semináře Technologie pro e-vzdělávání. Praha: České vysoké učení technické, 2006, s. 1-4.
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    BURGET Lukáš, ČERNOCKÝ Jan, FAPŠO Michal, KARAFIÁT Martin, MATĚJKA Pavel, SCHWARZ Petr, SMRŽ Pavel a SZŐKE Igor. Indexing and search methods for spoken documents. In: Proceedings of the Ninth International Conference on Text, Speech and Dialogue, TSD 2006. LNCS. Berlin: Springer Verlag, 2006, s. 351-358. ISSN 0302-9743.
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    SMRŽ Pavel. Uncertainty Extensions to Ontologies as a Tool for Semantic Interpretation in Audiovisual Systems. In: Proceedings of the 1st International Conference on Semantic and Digital Media Technologies, Poster and Demo. Athens, 2006, s. 27-28.
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  • 2005

    SMRŽ Pavel a KADLEC Vladimír. Incremental Parser for Czech. In: 4th International Symposium on Information and Communication Technologies (WISICT05). Cape Town: Association for Computing Machinery, 2005, s. 117-122. ISBN 0-9544145-6.
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    SMRŽ Pavel, PITNER Tomáš a GREGAR Tomáš. Technologie zpracování přirozeného jazyka pro elektronickou podporu výuky. In: Sborník konference Informatika XVI.. Brno: Konvoj, 2005, s. 168-175. ISBN 80-7302-083-1.
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    SMRŽ Pavel a FAPŠO Michal. Vyhledávání v záznamech přednášek. In: Sborník semináře Technologie pro e-vzdělávání. Praha: České vysoké učení technické, 2005, s. 21-26. ISBN 80-01-03274-4.
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    SMRŽ Pavel. Parallel Metagrammar for Closely Related Languages - A Case Study of Czech and Russian. Research on Language & Computation, roč. 3, č. 2, s. 101-128. ISSN 1570-7075.
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    AZAROVA Irina, SINOPALNIKOVÁ Anna a SMRŽ Pavel. Presenting Collocations in RussNet. In: Proceedings of the International Conference on Computational Linguistics and Intellectual Technologies. Zvenigorodskij: Nauka, 2005, s. 5-12. ISBN 978-5-7281-1102-3.
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    NOVÁČEK Vít a SMRŽ Pavel. BOLE - A New Bio-Ontology Learning Platform. In: Proceedings of the Workshop on Biomedical Ontologies and Text Processing, European Conference on Computational Biology. Madrid, 2005, s. 100-107.
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    NOVÁČEK Vít a SMRŽ Pavel. OLE - A New Ontology Learning Platform. In: Proceedings of the International Workshop on Text Mining Research, Practice and Opportunities. Borovets: Incoma, 2005, s. 12-16. ISBN 954-91743-1-X.
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    FAPŠO Michal, SCHWARZ Petr, SZŐKE Igor, ČERNOCKÝ Jan, SMRŽ Pavel, BURGET Lukáš a KARAFIÁT Martin. Search Engine for Information Retrieval from Multi-modal Records. Edinburgh, 2005.
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    SMRŽ Pavel, PRÝMEK Miroslav, HORÁK Aleš a SINOPALNIKOVÁ Anna. Emergent Systems and Intelligent Agents for Simulation of Power Systems. In: Proceedings of Elnet 2004. Ostrava: VŠB Technická univerzita Ostrava, 2005, s. 101-104. ISBN 80-248-0738-6.
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    MIKŠÍK Daniel, PITNER Tomáš a SMRŽ Pavel. Systémy řízení výuky - adaptace, integrace a použití na MU a VUT v Brně. In: EMTECH - Education, media, technology. Praha: České vysoké učení technické, 2005, s. 18-18. ISBN 80-01-03336-8.
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