19. ISMIS 2011: Warsaw, Poland
Marzena Kryszkiewicz, Henryk Rybinski, Andrzej Skowron, Zbigniew W. Ras (Eds.): Foundations of Intelligent Systems - 19th International Symposium, ISMIS 2011, Warsaw, Poland, June 28-30, 2011. Proceedings. Springer 2011 Lecture Notes in Computer Science ISBN 978-3-642-21915-3
Invited Papers
- Andrzej Czyzewski, Bozena Kostek: Intelligent Multimedia Solutions Supporting Special Education Needs. 1-15
- Donato Malerba, Michelangelo Ceci, Annalisa Appice: Relational Mining in Spatial Domains: Accomplishments and Challenges. 16-24
- Luc De Raedt, Siegfried Nijssen: Towards Programming Languages for Machine Learning and Data Mining (Extended Abstract). 25-32
Rough Sets - in Memoriam Zdzislaw Pawlak
- Piotr Artiemjew: The Extraction Method of DNA Microarray Features Based on Modified F Statistics vs. Classifier Based on Rough Mereology. 33-42
- Davide Ciucci: Attribute Dynamics in Rough Sets. 43-51
- Jerzy W. Grzymala-Busse: A Comparison of Some Rough Set Approaches to Mining Symbolic Data with Missing Attribute Values. 52-61
- Shusaku Tsumoto: Incremental Rule Induction Based on Rough Set Theory. 70-79
Challenges in Knowledge Discovery and Data Mining - in Memoriam Jan Zytkow
- Hidenao Abe, Shusaku Tsumoto: Mining Classification Rules for Detecting Medication Order Changes by Using Characteristic CPOE Subsequences. 80-89
- Philippe Baecke, Dirk Van den Poel: Incorporating Neighborhood Effects in Customer Relationship Management Models. 90-95
- Petr Berka: ETree Miner: A New GUHA Procedure for Building Exploration Trees. 96-101
- Ana Gainaru, Emil Slusanschi, Stefan Trausan-Matu: Mapping Data Mining Algorithms on a GPU Architecture: A Study. 102-112
- Jan Rauch, Milan Simunek: Applying Domain Knowledge in Association Rules Mining Process - First Experience. 113-122
- Thach Huy Nguyen, Hao Shao, Bin Tong, Einoshin Suzuki: A Compression-Based Dissimilarity Measure for Multi-task Clustering. 123-132
- Shusaku Tsumoto, Katsuhiko Takabayashi: Data Mining in Meningoencephalitis: The Starting Point of Discovery Challenge. 133-139
Social Networks
- Mathilde Forestier, Julien Velcin, Djamel A. Zighed: Extracting Social Networks Enriched by Using Text. 140-145
- Hakim Hacid, Karim Hebbar, Abderrahmane Maaradji, Mohamed Adel Saidi, Myriam Ribière, Johann Daigremont: Enhancing Navigation in Virtual Worlds through Social Networks Analysis. 146-152
- Kazumi Saito, Kouzou Ohara, Yuki Yamagishi, Masahiro Kimura, Hiroshi Motoda: Learning Diffusion Probability Based on Node Attributes in Social Networks. 153-162
Multi-Agent Systems
- Grazia Bombini, Raquel Ros, Stefano Ferilli, Ramon López de Mántaras: Analysing the Behaviour of Robot Teams through Relational Sequential Pattern Mining. 163-169
- Barbara Dunin-Keplicz, Alina Strachocka, Rineke Verbrugge: Deliberation Dialogues during Multi-agent Planning. 170-181
Theoretical Backgrounds of AI
- Pawel Betlinski: Markov Blanket Approximation Based on Clustering. 192-202
- Andrew Matusiewicz, Neil V. Murray, Erik Rosenthal: Tri-Based Set Operations and Selective Computation of Prime Implicates. 203-213
- Tetsuya Yoshida: Cholesky Decomposition Rectification for Non-negative Matrix Factorization. 214-219
Machine Learning
- Jianhua Chen, Xinjia Chen: A New Method for Adaptive Sequential Sampling for Learning and Parameter Estimation. 220-229
- Marcin Czajkowski, Marek Kretowski: An Evolutionary Algorithm for Global Induction of Regression Trees with Multivariate Linear Models. 230-239
- Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito: Optimizing Probabilistic Models for Relational Sequence Learning. 240-249
- Nicola Fanizzi, Claudia d'Amato: Learning with Semantic Kernels for Clausal Knowledge Bases. 250-259
- Hiroki Ogino, Tetsuya Yoshida: Topic Graph Based Non-negative Matrix Factorization for Transfer Learning. 260-269
Data Mining
- Saaid Baraty, Dan A. Simovici, Catalin Zara: The Impact of Triangular Inequality Violations on Medoid-Based Clustering. 280-289
- Magdalena Deckert: Batch Weighted Ensemble for Mining Data Streams with Concept Drift. 290-299
- Mehdi Khiari, Patrice Boizumault, Bruno Crémilleux: A Generic Approach for Modeling and Mining n-ary Patterns. 300-305
- Bidyut Kr. Patra, Sukumar Nandi: Neighborhood Based Clustering Method for Arbitrary Shaped Clusters. 306-315
- Eliana Salvemini, Fabio Fumarola, Donato Malerba, Jiawei Han: FAST Sequence Mining Based on Sparse Id-Lists. 316-325
- Lukasz Skonieczny: From Connected Frequent Graphs to Unconnected Frequent Graphs. 326-335
- Frederic T. Stahl, Mohamed Medhat Gaber, Han Liu, Max Bramer, Philip S. Yu: Distributed Classification for Pocket Data Mining. 336-345
- Tijn Witsenburg, Hendrik Blockeel: K-Means Based Approaches to Clustering Nodes in Annotated Graphs. 346-357
- Tetsuya Yoshida: Pairwise Constraint Propagation for Graph-Based Semi-supervised Clustering. 358-364
Mining in Databases and Warehouses
- Anna Ciampi, Annalisa Appice, Donato Malerba, Angelo Muolo: Space-Time Roll-up and Drill-down into Geo-Trend Stream Cubes. 365-375
- Piotr Jedrzejczak, Marek Wojciechowski: Data Access Paths in Processing of Sets of Frequent Itemset Queries. 376-385
- Marcin Kowalski, Dominik Slezak, Graham Toppin, Arkadiusz Wojna: Injecting Domain Knowledge into RDBMS - Compression of Alphanumeric Data Attributes. 386-395
Text Mining
- Troels Andreasen, Henrik Bulskov, Per Anker Jensen, Tine Lassen: Extracting Conceptual Feature Structures from Text. 396-406
- Rafal A. Angryk, M. Shahriar Hossain, Brandon Norick: Semantically-Guided Clustering of Text Documents via Frequent Subgraphs Discovery. 407-417
- Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito: A Taxonomic Generalization Technique for Natural Language Processing. 418-427
- Agnieszka Lawrynowicz, Jedrzej Potoniec: Fr-ONT: An Algorithm for Frequent Concept Mining with Formal Ontologies. 428-437
- Robert Neumayer, Kjetil Nørvåg: Evaluation of Feature Combination Approaches for Text Categorisation. 438-448
- Bahareh Sarrafzadeh, Nikolay Yakovets, Nick Cercone, Aijun An: Towards Automatic Acquisition of a Fully Sense Tagged Corpus for Persian. 449-455
Theoretical Issues and Applications of Intelligent Web
- Piotr Kolaczkowski, Piotr Gawrysiak: Extracting Product Descriptions from Polish E-Commerce Websites Using Classification and Clustering. 456-464
- Linh Anh Nguyen: Cut-Free ExpTime Tableaux for Checking Satisfiability of a Knowledge Base in the Description Logic ALCI\mathcal{ALCI}. 465-475
- Domenico Redavid, Stefano Ferilli, Floriana Esposito: SWRL Rules Plan Encoding with OWL-S Composite Services. 476-482
- Dusan Stevanovic, Aijun An, Natalija Vlajic: Detecting Web Crawlers from Web Server Access Logs with Data Mining Classifiers. 483-489
- Marcin Sydow, Mariusz Pikula, Ralf Schenkel: To Diversify or Not to Diversify Entity Summaries on RDF Knowledge Graphs? 490-500
- Tijn Witsenburg, Hendrik Blockeel: Improving the Accuracy of Similarity Measures by Using Link Information. 501-512
Application of Intelligent Systems in Sound Processing
- Costin-Gabriel Chiru, Valentin Cojocaru, Stefan Trausan-Matu, Traian Rebedea, Dan Mihaila: Repetition and Rhythmicity Based Assessment Model for Chat Conversations. 513-522
- Jacek Grekow: Emotion Based Music Visualization System. 523-532
- Elzbieta Kubera, Miron B. Kursa, Witold R. Rudnicki, Radoslaw Rudnicki, Alicja Wieczorkowska: All That Jazz in the Random Forest. 543-553
Intelligent Applications in Biology and Medicine
- Konrad Ciecierski, Zbigniew W. Ras, Andrzej W. Przybyszewski: Selection of the Optimal Microelectrode during DBS Surgery in Parkinson's Patients. 554-564
- Marcin Derlatka: Biometric System for Person Recognition Using Gait. 565-574
- Rory A. Lewis, Allen Waziri: minedICE: A Knowledge Discovery Platform for Neurophysiological Artificial Intelligence. 575-580
Fuzzy Sets Theory and Applications
- Olivier Pivert, Allel HadjAli, Grégory Smits: On Database Queries Involving Inferred Fuzzy Predicates. 592-601
- Indrajit Saha, Ujjwal Maulik, Dariusz Plewczynski: PMAFC: A New Probabilistic Memetic Algorithm Based Fuzzy Clustering. 602-611
Intelligent Systems, Tools and Applications
- Anton Bencic, Márius Sajgalík, Michal Barla, Mária Bieliková: An Approach to Intelligent Interactive Social Network Geo Mapping. 612-621
- Delphine Battistelli, Marcel Cori, Jean-Luc Minel, Charles Teissèdre: Semantics of Calendar Adverbials for Information Retrieval. 622-631
- Jean-Yves Blaise, Iwona Dudek: Concentric Time: Enabling Context + Focus Visual Analysis of Architectural Changes. 632-641
- Victor F. Dailyudenko, Alexander A. Kalinovsky: Analysis of Synergetic Aerodynamic Process by Means of Locally Asymptotic Estimation Derived from Telemetry Data. 642-652
- Ugo Galassi: Landmark Detection for Autonomous Spacecraft Landing on Mars. 653-662
- Maciej Lawrynczuk: Precise and Computationally Efficient Nonlinear Predictive Control Based on Neural Wiener Models. 663-672
- Anna Piwonska, Jolanta Koszelew: A Memetic Algorithm for a Tour Planning in the Selective Travelling Salesman Problem on a Road Network. 684-694
- Urszula Stanczyk: Application of DRSA-ANN Classifier in Computational Stylistics. 695-704
- Gloria Virginia, Hung Son Nguyen: Investigating the Effectiveness of Thesaurus Generated Using Tolerance Rough Set Model. 705-714
Contest on Music Information Retrieval
- Bozena Kostek, Adam Kupryjanow, Pawel Zwan, Wenxin Jiang, Zbigniew W. Ras, Marcin Wojnarski, Joanna Swietlicka: Report of the ISMIS 2011 Contest: Music Information Retrieval. 715-724
- Amanda Schierz, Marcin Budka: High-Performance Music Information Retrieval System for Song Genre Classification. 725-733
- Eleftherios Spyromitros Xioufis, Grigorios Tsoumakas, Ioannis P. Vlahavas: Multi-label Learning Approaches for Music Instrument Recognition. 734-743
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last updated on 2013-06-19T201401 by the dblp team