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ORCID19th ISMIS 2011: Warsaw, Poland
- Marzena Kryszkiewicz, Henryk Rybinski
, Andrzej Skowron, Zbigniew W. Ras:
Foundations of Intelligent Systems - 19th International Symposium, ISMIS 2011, Warsaw, Poland, June 28-30, 2011. Proceedings. Lecture Notes in Computer Science 6804, Springer 2011, 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 - 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 - 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, Ramón 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, Mahmud 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 C. 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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