| 2011 | A Comparison of Some Rough Set Approaches to Mining Symbolic Data with Missing Attribute Values. Jerzy W. Grzymala-Busse |
| 2011 | A Compression-Based Dissimilarity Measure for Multi-task Clustering. Thach Huy Nguyen, Hao Shao, Bin Tong, Einoshin Suzuki |
| 2011 | A Generic Approach for Modeling and Mining n-ary Patterns. Mehdi Khiari, Patrice Boizumault, Bruno Crémilleux |
| 2011 | A Memetic Algorithm for a Tour Planning in the Selective Travelling Salesman Problem on a Road Network. Anna Piwonska, Jolanta Koszelew |
| 2011 | A New Method for Adaptive Sequential Sampling for Learning and Parameter Estimation. Jianhua Chen, Xinjia Chen |
| 2011 | A Taxonomic Generalization Technique for Natural Language Processing. Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Floriana Esposito |
| 2011 | Action Reducts. Seunghyun Im, Zbigniew W. Ras, Li-Shiang Tsay |
| 2011 | Adaptive Immunization in Dynamic Networks. Jiming Liu, Chao Gao |
| 2011 | All That Jazz in the Random Forest. Elzbieta Kubera, Miron B. Kursa, Witold R. Rudnicki, Radoslaw Rudnicki, Alicja Wieczorkowska |
| 2011 | An Approach to Intelligent Interactive Social Network Geo Mapping. Anton Bencic, Márius Sajgalík, Michal Barla, Mária Bieliková |
| 2011 | An Evolutionary Algorithm for Global Induction of Regression Trees with Multivariate Linear Models. Marcin Czajkowski, Marek Kretowski |
| 2011 | Analysing the Behaviour of Robot Teams through Relational Sequential Pattern Mining. Grazia Bombini, Raquel Ros, Stefano Ferilli, Ramón López de Mántaras |
| 2011 | Analysis of Synergetic Aerodynamic Process by Means of Locally Asymptotic Estimation Derived from Telemetry Data. Victor F. Dailyudenko, Alexander A. Kalinovsky |
| 2011 | Application of DRSA-ANN Classifier in Computational Stylistics. Urszula Stanczyk |
| 2011 | Applying Domain Knowledge in Association Rules Mining Process - First Experience. Jan Rauch, Milan Simunek |
| 2011 | Attribute Dynamics in Rough Sets. Davide Ciucci |
| 2011 | Batch Weighted Ensemble for Mining Data Streams with Concept Drift. Magdalena Deckert |
| 2011 | Biometric System for Person Recognition Using Gait. Marcin Derlatka |
| 2011 | Cholesky Decomposition Rectification for Non-negative Matrix Factorization. Tetsuya Yoshida |
| 2011 | Compression and Learning in Linear Regression. Florin Popescu, Daniel Renz |
| 2011 | Concentric Time: Enabling Context + Focus Visual Analysis of Architectural Changes. Jean-Yves Blaise, Iwona Dudek |
| 2011 | Cut-Free ExpTime Tableaux for Checking Satisfiability of a Knowledge Base in the Description Logic Linh Anh Nguyen |
| 2011 | DDLD-Based Reasoning for MAS. Przemyslaw Wiech, Henryk Rybinski, Dominik Ryzko |
| 2011 | Data Access Paths in Processing of Sets of Frequent Itemset Queries. Piotr Jedrzejczak, Marek Wojciechowski |
| 2011 | Data Mining in Meningoencephalitis: The Starting Point of Discovery Challenge. Shusaku Tsumoto, Katsuhiko Takabayashi |
| 2011 | Deliberation Dialogues during Multi-agent Planning. Barbara Dunin-Keplicz, Alina Strachocka, Rineke Verbrugge |
| 2011 | Detecting Web Crawlers from Web Server Access Logs with Data Mining Classifiers. Dusan Stevanovic, Aijun An, Natalija Vlajic |
| 2011 | Distributed Classification for Pocket Data Mining. Frederic T. Stahl, Mohamed Medhat Gaber, Han Liu, Max Bramer, Philip S. Yu |
| 2011 | ETree Miner: A New GUHA Procedure for Building Exploration Trees. Petr Berka |
| 2011 | Emotion Based Music Visualization System. Jacek Grekow |
| 2011 | Enhancing Navigation in Virtual Worlds through Social Networks Analysis. Hakim Hacid, Karim Hebbar, Abderrahmane Maaradji, Mohamed Adel Saidi, Myriam Ribière, Johann Daigremont |
| 2011 | Evaluation of Feature Combination Approaches for Text Categorisation. Robert Neumayer, Kjetil Nørvåg |
| 2011 | Extracting Conceptual Feature Structures from Text. Troels Andreasen, Henrik Bulskov, Per Anker Jensen, Tine Lassen |
| 2011 | Extracting Product Descriptions from Polish E-Commerce Websites Using Classification and Clustering. Piotr Kolaczkowski, Piotr Gawrysiak |
| 2011 | Extracting Social Networks Enriched by Using Text. Mathilde Forestier, Julien Velcin, Djamel A. Zighed |
| 2011 | FAST Sequence Mining Based on Sparse Id-Lists. Eliana Salvemini, Fabio Fumarola, Donato Malerba, Jiawei Han |
| 2011 | Foundations of Intelligent Systems - 19th International Symposium, ISMIS 2011, Warsaw, Poland, June 28-30, 2011. Proceedings Marzena Kryszkiewicz, Henryk Rybinski, Andrzej Skowron, Zbigniew W. Ras |
| 2011 | Fr-ONT: An Algorithm for Frequent Concept Mining with Formal Ontologies. Agnieszka Lawrynowicz, Jedrzej Potoniec |
| 2011 | From Connected Frequent Graphs to Unconnected Frequent Graphs. Lukasz Skonieczny |
| 2011 | High-Performance Music Information Retrieval System for Song Genre Classification. Amanda C. Schierz, Marcin Budka |
| 2011 | Improving the Accuracy of Similarity Measures by Using Link Information. Tijn Witsenburg, Hendrik Blockeel |
| 2011 | Incorporating Neighborhood Effects in Customer Relationship Management Models. Philippe Baecke, Dirk Van den Poel |
| 2011 | Incremental Rule Induction Based on Rough Set Theory. Shusaku Tsumoto |
| 2011 | Injecting Domain Knowledge into RDBMS - Compression of Alphanumeric Data Attributes. Marcin Kowalski, Dominik Slezak, Graham Toppin, Arkadiusz Wojna |
| 2011 | Intelligent Multimedia Solutions Supporting Special Education Needs. Andrzej Czyzewski, Bozena Kostek |
| 2011 | Investigating the Effectiveness of Thesaurus Generated Using Tolerance Rough Set Model. Gloria Virginia, Hung Son Nguyen |
| 2011 | K-Means Based Approaches to Clustering Nodes in Annotated Graphs. Tijn Witsenburg, Hendrik Blockeel |
| 2011 | Landmark Detection for Autonomous Spacecraft Landing on Mars. Ugo Galassi |
| 2011 | Learning Diffusion Probability Based on Node Attributes in Social Networks. Kazumi Saito, Kouzou Ohara, Yuki Yamagishi, Masahiro Kimura, Hiroshi Motoda |
| 2011 | Learning with Semantic Kernels for Clausal Knowledge Bases. Nicola Fanizzi, Claudia d'Amato |
| 2011 | Mapping Data Mining Algorithms on a GPU Architecture: A Study. Ana Gainaru, Emil Slusanschi, Stefan Trausan-Matu |
| 2011 | Markov Blanket Approximation Based on Clustering. Pawel Betlinski |
| 2011 | Mining Classification Rules for Detecting Medication Order Changes by Using Characteristic CPOE Subsequences. Hidenao Abe, Shusaku Tsumoto |
| 2011 | Multi-label Learning Approaches for Music Instrument Recognition. Eleftherios Spyromitros Xioufis, Grigorios Tsoumakas, Ioannis P. Vlahavas |
| 2011 | Neighborhood Based Clustering Method for Arbitrary Shaped Clusters. Bidyut Kr. Patra, Sukumar Nandi |
| 2011 | Notes on Automatic Music Conversions. Wladyslaw Homenda, Tomasz Sitarek |
| 2011 | On Database Queries Involving Inferred Fuzzy Predicates. Olivier Pivert, Allel Hadjali, Grégory Smits |
| 2011 | On Different Types of Fuzzy Skylines. Allel Hadjali, Olivier Pivert, Henri Prade |
| 2011 | Optimizing Probabilistic Models for Relational Sequence Learning. Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito |
| 2011 | PMAFC: A New Probabilistic Memetic Algorithm Based Fuzzy Clustering. Indrajit Saha, Ujjwal Maulik, Dariusz Plewczynski |
| 2011 | Pairwise Constraint Propagation for Graph-Based Semi-supervised Clustering. Tetsuya Yoshida |
| 2011 | Precise and Computationally Efficient Nonlinear Predictive Control Based on Neural Wiener Models. Maciej Lawrynczuk |
| 2011 | Relational Mining in Spatial Domains: Accomplishments and Challenges. Donato Malerba, Michelangelo Ceci, Annalisa Appice |
| 2011 | Repetition and Rhythmicity Based Assessment Model for Chat Conversations. Costin-Gabriel Chiru, Valentin Cojocaru, Stefan Trausan-Matu, Traian Rebedea, Dan Mihaila |
| 2011 | Report of the ISMIS 2011 Contest: Music Information Retrieval. Bozena Kostek, Adam Kupryjanow, Pawel Zwan, Wenxin Jiang, Zbigniew W. Ras, Marcin Wojnarski, Joanna Swietlicka |
| 2011 | SWRL Rules Plan Encoding with OWL-S Composite Services. Domenico Redavid, Stefano Ferilli, Floriana Esposito |
| 2011 | Selection of the Optimal Microelectrode during DBS Surgery in Parkinson's Patients. Konrad Ciecierski, Zbigniew W. Ras, Andrzej W. Przybyszewski |
| 2011 | Semantically-Guided Clustering of Text Documents via Frequent Subgraphs Discovery. Rafal A. Angryk, Mahmud Shahriar Hossain, Brandon Norick |
| 2011 | Semantics of Calendar Adverbials for Information Retrieval. Delphine Battistelli, Marcel Cori, Jean-Luc Minel, Charles Teissèdre |
| 2011 | Space-Time Roll-up and Drill-down into Geo-Trend Stream Cubes. Anna Ciampi, Annalisa Appice, Donato Malerba, Angelo Muolo |
| 2011 | The Extraction Method of DNA Microarray Features Based on Modified Piotr Artiemjew |
| 2011 | The Impact of Triangular Inequality Violations on Medoid-Based Clustering. Saaid Baraty, Dan A. Simovici, Catalin Zara |
| 2011 | To Diversify or Not to Diversify Entity Summaries on RDF Knowledge Graphs? Marcin Sydow, Mariusz Pikula, Ralf Schenkel |
| 2011 | Topic Graph Based Non-negative Matrix Factorization for Transfer Learning. Hiroki Ogino, Tetsuya Yoshida |
| 2011 | Towards Automatic Acquisition of a Fully Sense Tagged Corpus for Persian. Bahareh Sarrafzadeh, Nikolay Yakovets, Nick Cercone, Aijun An |
| 2011 | Towards Programming Languages for Machine Learning and Data Mining (Extended Abstract). Luc De Raedt, Siegfried Nijssen |
| 2011 | Tri-Based Set Operations and Selective Computation of Prime Implicates. Andrew Matusiewicz, Neil V. Murray, Erik Rosenthal |
| 2011 | minedICE: A Knowledge Discovery Platform for Neurophysiological Artificial Intelligence. Rory A. Lewis, Allen Waziri |