19. ISMIS 2011: Warsaw, Poland

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
  
• Seunghyun Im, Zbigniew W. Ras, Li-Shiang Tsay:
  Action Reducts. 62-69
  
• 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
  
• Nguyen Huy Thach, 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
  
• Przemyslaw Wiech, Henryk Rybinski, Dominik Ryzko:
  DDLD-Based Reasoning for MAS. 182-191
  

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
  
• Florin Popescu, Daniel Renz:
  Compression and Learning in Linear Regression. 270-279
  

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
  
• Wladyslaw Homenda, Tomasz Sitarek:
  Notes on Automatic Music Conversions. 533-542
  
• 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

• Allel HadjAli, Olivier Pivert, Henri Prade:
  On Different Types of Fuzzy Skylines. 581-591
  
• 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
  
• Jiming Liu, Chao Gao:
  Adaptive Immunization in Dynamic Networks. 673-683
  
• 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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