ISMIS 2011, June 28-30, Warsaw, Poland

ISMIS 2011 Program

Tuesday, 28.06.2011

8:30-9:10 Registration
9:10-9:30 161ISMIS Opening
9:30-10:30 161 Plenary talk 1
Proactive Machine Learning, Methods and Applications,
Jaime Carbonell
10:30-10:50 Coffee break
105 Rough Sets
In Memoriam Zdzisław Pawlak
108 Theoretical Issues and Applications of Intelligent Web
10:50-11:10 Memoirs of Zdzisław Pawlak
11:10-12:50 Incremental Rule Induction Based on Rough Set Theory,
Shusaku Tsumoto
Improving the Accuracy of Similarity Measures by Using Link Information,
Tijn Witsenburg and Hendrik Blockeel
Action Reducts,
Seunghyun Im, Zbigniew Ras, and Li-Shiang Tsay
Extracting Product Descriptions from Polish E-Commerce Websites Using Classification and Clustering,
Piotr Kołaczkowski and Piotr Gawrysiak
The Extraction Method of DNA Microarray Features Based on Modified F Statistics vs Classifier Based on Rough Mereology,
Piotr Artiemjew
Cut-Free ExpTime Tableaux for Checking Satisfiability of a Knowledge Base in the Description Logic ALCI,
Linh Anh Nguyen
Attribute Dynamics in Rough Sets,
Davide Ciucci
To Diversify or Not to Diversify Entity Summaries on RDF Knowledge Graphs?
Marcin Sydow, Mariusz Pikuła, and Ralf Schenkel
A Comparison of Some Rough Set Approaches to Mining Symbolic Data with Missing Attribute Values,
Jerzy W. Grzymala-Busse
SWRL Rules Plan Encoding with OWL-S Composite Services,
Domenico Redavid, Stefano Ferilli, and Floriana Esposito
12:50-13:10 Detecting Web Crawlers from Web Server Access Logs with Data Mining Classifiers,
Dusan Stevanovic, Aijun An, and Natalija Vlajic
13:10-14:40 Lunch
105Challenges in Knowledge Discovery and Data Mining
In Memoriam Jan Żytkow (I)
108Fuzzy Sets Theory and Applications
14:40-15:00 Memoirs of Jan Żytkow
15:00-16:00 A Compression-Based Dissimilarity Measure for Multi-task Clustering,
Nguyen Huy Thach, Hao Shao, Bin Tong, and Einoshin Suzuki
PMAFC: A New Probabilistic Memetic Algorithm Based Fuzzy Clustering,
Indrajit Saha, Ujjwal Maulik, and Dariusz Plewczynski
Mapping Data Mining Algorithms on a GPU Architecture: A Study,
Ana Gainaru, Emil Slusanschi, and Stefan Trausan-Matu
On Database Queries Involving Inferred Fuzzy Predicates,
Olivier Pivert, Allel Hadjali, and Grégory Smits
Data Mining in Meningoencephalitis: The Starting Point of Discovery Challenge,
Shusaku Tsumoto and Katsuhiko Takabayashi
On Different Types of Fuzzy Skylines,
Allel Hadjali, Olivier Pivert, and Henri Prade
16:00-16:20 Coffee break
105Challenges in Knowledge Discovery and Data Mining
In Memoriam Jan Żytkow (II)
108Intelligent Systems, Tools and Applications (I)
16:20-17:40 Applying Domain Knowledge in Association Rules Mining Process – First Experience,
Jan Rauch and Milan Simunek
Landmark Detection for Autonomous Spacecraft Landing on Mars,
Ugo Galassi
ETree Miner: A New GUHA Procedure for Building Exploration Trees,
Petr Berka
Adaptive Immunization in Dynamic Networks,
Jiming Liu and Chao Gao
Incorporating Neighborhood Effects in Customer Relationship Management Models,
Philippe Baecke and Dirk Van den Poel
An Approach to Intelligent Interactive Social Network Geo Mapping,
Michal Barla, Mária Bieliková, Anton Benčič and Márius Šajgalík
Mining Classification Rules for Detecting Medication Order Changes by Using Characteristic CPOE Subsequences,
Hidenao Abe and Shusaku Tsumoto
Concentric Time: Enabling Context + Focus Visual Analysis of Architectural Changes,
Jean-Yves Blaise and Iwona Dudek
20:00 Welcome reception

Wednesday, 29.06.2011

9:00-10:00 Central AuditoriumPlenary talk 2
Towards Programming Languages for Machine Learning and Data Mining,
Luc De Raedt and Siegfried Nijssen
10:00-10:20 Coffee break
10:20-12:00 105Data Mining (I) 108Multi-Agent Systems 107Industrial
Session I
AI in the Industry
Session II
Modern Intelligent Tools for Software Engineering
The Impact of Triangular Inequality Violations on Medoid-Based Clustering,
Saaid Baraty, Dan A. Simovici, and Catalin Zara
Invited talk
Research with Collaborative Unmanned Aircraft Systems,
Patrick Doherty
A genetic algorithm approach to optimization of vehicular traffic in cities by means of conguring traffic lights,
Paweł Góra
An Interactive Tool for Automatic Index Selection in Relational Database Management Systems,
Piotr Kołaczkowski and Henryk Rybiński
K-Means Based Approaches to Clustering Nodes in Annotated Graphs,
Tijn Witsenburg and Hendrik Blockeel
Towards understanding protein-protein interactions: the AI approach,
Miron Kursa, Jacek Jendrej, Julia Herman-Izycka, Witold Rudnicki
NASA Technology Transfer System,
David Maluf, Takeshi Okimura, Mohana Gurram
Distributed Classification for Pocket Data Mining,
Frederic Stahl, Mohamed Medhat Gaber, Han Liu, Max Bramer, and Philip S. Yu
Analysing the Behaviour of Robot Teams through Relational Sequential Pattern Mining,
Grazia Bombini, Raquel Ros, Stefano Ferilli, and Ramon Lopez de Mantaras
Integrating clustering and classification techniques: a case study for reservoir facies prediction,
Denis Ferraretti, Evelina Lamma, Giacomo Gamberoni, Mechele Febo, Raffaele Di Cuia
Agent Metamodel for virtual reality applications,
Ronan Querrec
Neighborhood Based Clustering Method for Arbitrary Shaped Clusters,
Bidyut Kr. Patra and Sukumar Nandi
DDLD-Based Reasoning for MAS,
Przemysław Więch, Henryk Rybiński, and Dominik Ryżko
A Novel Method Based on Modified Shuffled Frog Leaping Algorithm and Artificial Neural Network for Power System Load Prediction,
Abdollah Kavousifard, Haidar Samet
Porting Graphical User Interfaces through Ontology Alignment,
Witold Wysota
Pairwise Constraint Propagation for Graph-Based Semi-supervised Clustering,
Tetsuya Yoshida
Deliberation Dialogues during Multi-agent Planning,
Barbara Dunin-Kęplicz, Alina Strachocka, and Rineke Verbrugge
Stock Investment Decision Making: A Social Network Approach,
Reda Alhajj
Querying and splitting techniques for SBA: a model checking based approach
Yahia Chabane, Francois Hantry, Mohand-Said Hacid
12:00-12:10 Coffee break
12:10-13:10 105Mining in Databases and Warehouses 108Theoretical Backgrounds of AI 107Industrial
Session III
Telecommunication Applications
Session IV
Advanced Methods for Customer Behavior Analysis
Space-Time Roll-up and Drill-down into Geo-Trend Stream Cubes,
Anna Ciampi, Annalisa Appice, Donato Malerba, and Angelo Muolo
Tri-Based Set Operations and Selective Computation of Prime Implicates,
Andrew Matusiewicz, Neil V. Murray, and Erik Rosenthal
LRFI – Fault Injection Tool for Testing Mobile Software
Piotr Gawkowski, Przemysław Pawełczyk, Janusz Sosnowski, Krzyszto Cabaj, Marcin Gajda
Who/where are my new customers?
Salvatore Rinzivillo, Salvatore Ruggieri
Data Access Paths in Processing of Sets of Frequent Itemset Queries,
Piotr Jedrzejczak and Marek Wojciechowski
Markov Blanket Approximation Based on Clustering,
Paweł Betliński
How rich are mobile Rich Internet Applications?
Piotr Andruszkiewicz, Henryk Rybiński, Grzegorz Protaziuk, Marcin Gajda
Customer Experience Management architecture for enhancing corporate customer centric capabilities,
Dominik Ryżko, Jan Kaczmarek
Injecting Domain Knowledge into RDBMS – Compression of Alphanumeric Data Attributes,
Marcin Kowalski, Dominik Ślęzak, Graham Toppin, and Arkadiusz Wojna
Cholesky Decomposition Rectification for Non-negative Matrix Factorization,
Tetsuya Yoshida
Fuzzy Model of QPSK and QAM Modulation,
Bohdan Butkiewicz
Shopping Path Modeling by Using Transition Matrix Compression Algorithm,
Xiaojun Ding, Katsutoshi Yada
13:10-14:40 Lunch
14:40-15:40 Central AuditoriumPlenary talk 3
Relational Mining in Spatial Domains: Accomplishments and Challenges,
Donato Malerba, Michelangelo Ceci, and Annalisa Appice
15:40-16:00 Coffee break
16:00-18:00 105Text Mining 108Machine Learning 107Industrial
Session V
Data Mining Tools for Advanced Applications
Session VI
NLP Tools for Intelligent Systems
Semantically-Guided Clustering of Text Documents via Frequent Subgraphs Discovery,
Rafal A. Angryk, M. Shahriar Hossain, and Brandon Norick
An Evolutionary Algorithm for Global Induction of Regression Trees with Multivariate Linear Models,
Marcin Czajkowski and Marek Kretowski
An Algorithm for Parallel Tree-shaped Bayesian Network Construction,
Mieczysław Kłopotek, Justin Lindsey
Polish-English Word Alignment. Preliminary Study.
Alina Wróblewska
Fr-ONT: An Algorithm for Frequent Concept Mining with Formal Ontologies,
Agnieszka Lawrynowicz and Jedrzej Potoniec
Optimizing Probabilistic Models for Relational Sequence Learning,
Nicola Di Mauro, Teresa M.A. Basile, Stefano Ferilli, and Floriana Esposito
Mining Hierarchical Communities from Complex Networks using Distance-Based Similarity,
Zhaonan Li, Bo Yang
Concept-based Topic Model Improvement,
Claudiu Musat, Julien Velcin, Marian-Andrei Rizoiu, Stefan Trausan-Matu
A Taxonomic Generalization Technique for Natural Language Processing,
Stefano Ferilli, Nicola Di Mauro, Teresa M.A. Basile, and Floriana Esposito
Learning with Semantic Kernels for Clausal Knowledge Bases,
Nicola Fanizzi and Claudia d’Amato
Architecture of Distributed System for Challenging Data Mining Tasks,
Maciej Jarka, Roman Podraza
Automatic Supply of a Medical Knowledge Base Using Linguistic Methods,
Grażyna Szostek, Marek Jaszuk
Evaluation of Feature Combination Approaches for Text Categorisation,
Robert Neumayer and Kjetil Nørvåg
A New Method for Adaptive Sequential Sampling for Learning and Parameter Estimation,
Jianhua Chen and Xinjia Chen
Knowledge Trends – Analysis of Data Frames,
Roman Podraza, Andrzej Żukowski
Dynamic Syntax Model in Automated Language Analysis Systems for Increasing Full-Text Search Systems Efficiency
Marcin Karwiński
Extracting Conceptual Feature Structures from Text,
Troels Andreasen, Henrik Bulskov, Per Anker Jensen, and Tine Lassen
Compression and Learning in Linear Regression,
Florin Popescu and Daniel Renz
Correlated Gauss Distribution based Rough Entropy Thresholding Measures in Image Segmentation,
Dariusz Małyszko, Jarosław Stepaniuk
External Validation measures for nested documents clustering,
Karol Draszawka, Julian Szymański
Towards Automatic Acquisition of a Fully Sense Tagged Corpus for Persian,
Bahareh Sarrafzadeh, Nikolay Yakovets, Nick Cercone, and Aijun An
Topic Graph Based Non-negative Matrix Factorization for Transfer Learning,
Hiroki Ogino and Tetsuya Yoshida
Lazy Approach to Privacy Preserving Classification with Emerging Patterns,
Piotr Andruszkiewicz
19:45 Gala dinner

Thursday, 30.06.2011

9:00-10:00 Central AuditoriumPlenary talk 4
Intelligent Multimedia Solutions Supporting Special Education Needs,
Andrzej Czyżewski and Bozena Kostek
10:00-10:20 Coffee break
10:20-11:40 105Data Mining (II) 108Application of Intelligent Systems in Sound Processing
FAST Sequence Mining Based on Sparse Id-Lists,
Eliana Salvemini, Fabio Fumarola, Donato Malerba, and Jiawei Han
All That Jazz in the Random Forest,
Elżbieta Kubera, Miron B. Kursa, Witold R. Rudnicki,Radoslaw Rudnicki, and Alicja A. Wieczorkowska
Batch Weighted Ensemble for Mining Data Streams with Concept Drift,
Magdalena Deckert
Repetition and Rhythmicity Based Assessment Model for Chat Conversations,
Costin-Gabriel Chiru, Valentin Cojocaru, Stefan Trausan-Matu, Traian Rebedea, and Dan Mihaila
A Generic Approach for Modeling and Mining n-ary Patterns,
Mehdi Khiari, Patrice Boizumault, and Bruno Cremilleux
Emotion Based Music Visualization System,
Jacek Grekow
From Connected Frequent Graphs to Unconnected Frequent Graphs,
Łukasz Skonieczny
Notes on Automatic Music Conversions,
Wladyslaw Homenda and Tomasz Sitarek
11:40-11:50 Coffee break
11:50-12:50 105Social Networks 108Intelligent Systems, Tools and Applications (II)
Learning Diffusion Probability Based on Node Attributes in Social Networks,
Kazumi Saito, Kouzou Ohara, Yuki Yamagishi,Masahiro Kimura, and Hiroshi Motoda
Investigating the Effectiveness of Thesaurus Generated Using Tolerance Rough Set Model,
Gloria Virginia and Hung Son Nguyen
Extracting Social Networks Enriched by Using Text,
Mathilde Forestier, Julien Velcin, and Djamel Zighed
Application of DRSA-ANN Classifier in Computational Stylistics,
Urszula Stańczyk
Enhancing Navigation in Virtual Worlds through Social Networks Analysis,
Hakim Hacid, Karim Hebbar, Abderrahmane Maaradji, Mohamed Adel Saidi, Myriam Ribière, and Johann Daigremont
Semantics of Calendar Adverbials for Information Retrieval,
Delphine Battistelli, Marcel Cori, Jean-Luc Minel, and Charles Teissedre
12:50-14:20 Lunch
14:20-15:20 105Intelligent Applications in Biology and Medicine 108Intelligent Systems, Tools and Applications (III)
Biometric System for Person Recognition Using Gait,
Marcin Derlatka
Analysis of Synergetic Aerodynamic Process by Means of Locally Asymptotic Estimation Derived from Telemetry Data,
Victor F. Dailyudenko and Alexander A. Kalinovsky
Selection of the Optimal Microelectrode during DBS Surgery in Parkinson’s Patients,
Konrad Ciecierski, Zbigniew W. Raś, and Andrzej W. Przybyszewski
Precise and Computationally Efficient Nonlinear Predictive Control Based on Neural Wiener Models,
Maciej Ławryńczuk
minedICE: A Knowledge Discovery Platform for Neurophysiological Artificial Intelligence,
Rory A. Lewis and Allen Waziri
A Memetic Algorithm for a Tour Planning in the Selective Travelling Salesman Problem on a Road Network,
Anna Piwońska and Jolanta Koszelew
15:20-15:40 Coffee break
15:40-16:40 105Contest on Music Information Retrieval
Report of the ISMIS 2011 Contest: Music Information Retrieval,
Bozena Kostek, Adam Kupryjanow, Pawel Zwan, Wenxin Jiang, Zbigniew W. Raś, Marcin Wojnarski, and Joanna Swietlicka
High–Performance Music Information Retrieval System for Song Genre Classification,
Amanda Schierz and Marcin Budka
Multi-label Learning Approaches for Music Instrument Recognition,
Eleftherios Spyromitros Xioufis, Grigorios Tsoumakas, and Ioannis Vlahavas
16:40-16:50 Closing