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[Call for Papers] ECML/PKDD-2005 ECML/PKDD-2005 Porto, Portugal, October 3-7, 2005 http://ecmlpkdd05.liacc.up.pt/ mailto:ecmlpkdd05@liacc.up.pt The 16th European Conference on Machine Learning (ECML) and the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD) will be co-located in Porto, Portugal, October 3-7, 2005. The combined event will comprise presentations of contributed papers and invited speakers, a wide program of workshops and tutorials, a demo session, and a discovery challenge. Important dates - Submission deadline: May 16, 2005 - Notification of acceptance: July 11, 2005 - Camera-ready copies due: July 25, 2005 - Conferences: October 3 to October 7, 2005 Paper submission   High quality research contributions pertinent to any aspects of machine learning and knowledge discovery are called for, ranging from principles to practice; particular attention will be paid to papers describing innovative, challenging applications. There will be a single electronic submission procedure, where authors should indicate whether they submit their paper to ECML, PKDD, or both. In the latter case, the topic of the joint submission must be within the scope of both conferences; accepted joint submissions will be assigned to the most appropriate of the conferences. Student submissions should be clearly indicated on the submission form. All submissions will be reviewed by the respective program committees. The papers must?be in English and should be formatted according to the Springer-Verlag Lecture Notes in Artificial Intelligence guidelines. Authors instructions and style files can be downloaded at http://www.springer.de/comp/lncs/authors.html The maximum length of papers is 12 pages. The proceedings of ECML and PKDD will be published as two separate volumes by Springer-Verlag in the Lecture Notes in Artificial Intelligence series and will be available at the conference. Simultaneous submissions to other?conferences are allowed, provided this fact is clearly indicated on the submission form. Simultaneous submissions that are not clearly specified as such will be rejected.?Accepted papers will appear in the ECML/PKDD conference proceedings only if they are? withdrawn from proceedings of other conferences. ** ECML Call for Papers The European Conference on Machine Learning series intends to provide an international forum for the discussion of the latest high quality research results in machine learning and is the major European scientific event in the field. Submissions of papers that describe the application of machine learning methods to real-world problems are encouraged, particularly exploratory research that describes novel learning tasks and applications requiring non-standard techniques. Submissions that demonstrate both theoretical and empirical rigor are especially encouraged. Topics of interest (non-exhaustive list): - artificial neural networks - Bayesian networks - case-based reasoning - computational models of human learning - computational learning theory - cooperative learning - decision trees - discovery of scientific laws - evolutionary computation - grammatical inference - incremental induction and on-line learning - inductive logic programming - information retrieval and learning - instance based learning - kernel methods? - knowledge acquisition and learning - knowledge base refinement - knowledge intensive learning - machine learning of natural language - meta learning - multi-agent learning - multi-strategy learning - planning and learning - reinforcement learning - revision and restructuring   - statistical approaches - unsupervised learning - vision and learning ** PKDD Call for Papers Data Mining and Knowledge Discovery in Databases (KDD) is the ability to extract useful patterns from large amounts of data stored in databases, data warehouses or other information repositories. KDD is a combination of many research areas: databases, statistics, machine learning, automated scientific discovery, artificial intelligence, visualization, and high performance computing. KDD focuses on the value that is added by the creative combination of the contributing areas. The European Conference on Principles and Practice of Knowledge Discovery in Databases series intends to provide an international forum for the discussion of the latest high quality research results in KDD and is the major European scientific event in the field. Submissions are invited that describe empirical and theoretical research?in all areas of KDD, as well as submissions that describe challenging applications of KDD. Topics of interest (non-exhaustive list): Algorithms and techniques - classification - clustering - frequent patterns - rule discovery - statistical techniques and mixture models - constraint-based mining - incremental algorithms - scalable algorithms - distributed and parallel algorithms - privacy preserving data mining - multi-relational data mining Data mining and databases - database integration - OLAP and data warehouse integration - data mining query languages - data mining query optimization Data pre-processing - dimensionality reduction - data reduction - discretization - uncertain and missing information handling Foundations of data mining - complexity issues - inductive databases - knowledge (pattern) representation - global vs. local patterns - logic for data mining - statistical inference and probabilistic modelling Innovative applications - mining bio-medical data - web content, structure and usage mining - semantic web mining - mining governmental data, mining for the public administration - personalization - adaptive data mining architectures - invisible data mining KDD process and process-centric data mining - models of the KDD process - standards for the KDD process - background knowledge integration - collaborative data mining - vertical data mining environments Mining different forms of data - graph, tree, sequence mining - semi-structured and XML data mining - text mining - temporal, spatial, and spatio-temporal data mining - data stream mining - multimedia mining Pattern post-processing - quality assessment - visualization - knowledge interpretation and use - knowledge exploration Committee and Chairs General Chair: Pavel Brazdil (email), LIACC/FEP, Portugal Program Chairs: - ECML - Rui Camacho (email), LIACC/FEUP, Portugal João Gama (email), LIACC/FEP, Portugal - PKDD - Alípio Jorge (email), LIACC/FEP, Portugal Luís Torgo (email), LIACC/FEP, Portugal Workshops Chair: Floriana Esposito (email), University of Bari, Italy Tutorials Chair: Dunja Mladenic (email), Josef Stefan Institute, Slovenia Area Chairs: Michael R. Berthold, University of Konstanz,Germany Elisa Bertino, University of Milan, Italy Ivan Bratko , University of Ljubljana, Slovenia Pavel Brazdil, University of Porto, Portugal Carla E. Brodley, University Tuffs, USA Rui Camacho, University of Porto, Portugal Luc Dehaspe , PharmaDM, Belgium Peter Flach, University of Bristol, UK Johannes Fürnkranz, TU Darmstadt, Germany Joao Gama , University of Porto, Portugal Howard J. Hamilton, University of Regina, USA Thorsten Joachims, Cornell University, USA Alípio Jorge, University Porto, Portugal Hillol Kargupta, University of Maryland, USA Pedro Larranaga, University of the Basque Country, Spain Ramon Lopez de Mantaras, Spanish Scientific Research Council, Spain Dunja Mladenic, Jozef Stefan Institute, Slovenia Hiroshi Motoda, Osaka University, Japan Jose Carlos Principe , University of Florida, USA Tobias Scheffer, Humboldt Universität zu Berlin, Germany Michele Sebag , Universit? Orsay, France Peter Stone, University of Texas, USA Luis Torgo, University of Porto, Portugal Gerhard Widmer , University of Vienna, Austria ?o:p> ECML Program Committee: Agnar Aamodt, Norwegian University of Science and Technology, Norway Jesus Aguilar, University Seville, Spain Michael Bain, University New South Wales, Australia Jose Luis Balcazar, Universitat Politècnica de Catalunya, Spain Ho Tu Bao, School of Knowledge Science, Japan Michael R. Berthold, University of Konstanz,Germany Fernando Berzal, University of Granada, Spain Hendrik Blockeel , K.U.Leuven, Belgium Daniel Borrajo, University Carlos III de Madrid, Spain Henrik Boström , Stockholm University, Sweden Marco Botta , University of Torino, Italy Jean-Francois Boulicaut, INSA Lyon, France Ivan Bratko , University of Ljubljana, Slovenia Pavel Brazdil, University of Porto, Portugal Carla E. Brodley, University Tuffs, USA Wray Buntine, Helsinki Institute of Information Technology, Finland Rui Camacho, University of Porto, Portugal Amilcar Cardoso, University of Coimbra, Portugal Remi Coulom, University Lille, France James Cussens, University of York, UK Luc Dehaspe , PharmaDM, Belgium Saso Dzeroski , Jozef Stefan Institute, Slovenia Tapio Elomaa, Tampere University of Technology, Finland Floriana Esposito , University of Bari, Italy Ad Feelders , Utrecht University, The Netherlands Peter Flach, University of Bristol, UK Eibe Frank, University of Waikato, New Zealand Alex Freitas, University of Kent at Canterbury, UK Johannes Fürnkranz, Knowledge Engineering Group, TU Darmstadt, Germany Joao Gama , University of Porto, Portugal Dragan Gamberger , Rudjer Boskovic Institute, Croatia Jean-Gabriel Ganascia, Universit?Pierre et Marie Curie, France Minos N. Garofalakis, Bell Labs, USA Fosca Giannotti, ISTI - Institute of CNR Attilio Giordana , Universit?di Torino, Italy Christophe Giraud-Carrier, ELCA Informatique SA, Switzerland Marko Grobelnik, Jozef Stefan Institute, Slovenia Howard J. Hamilton, University of Regina, USA Melanie Hilario, University of Geneve, Switzerland Robert J. Hilderman, University of Regina, USA Haym Hirsh , Rutgers University, USA Frank Hoeppner, University of Applied Sciences BS/WF, Germany Thomas Hofmann , Brown University, USA Nitin Indurkhya, University of New South Walles, Australia Inaki Inza, University of Basque Country,Spain Thorsten Joachims, Cornell University, USA Alípio Jorge, University Porto, Portugal Hong Se June, IBM T.J. Watson Research Center, USA Alexandros Kaloussis, University of Geneve, Switzerland Hillol Kargupta, University of Maryland, USA Dimitar Kazakov, University of York, UK Eamonn Keogh, University of California, Riverside, USA Roni Khardon , Tufts University, USA Ross D. King , University of Wales, UK Igor Kononenko , University of Ljubljana, Slovenia Stefan Kramer , Technische Universität München, Germany Miroslav Kubat, University of Miami, USA Stephen Kwek, University of Texas at San Antonio,USA Pedro Larranaga, University of the Basque Country, Spain Nada Lavrac, Jozef Stefan Institute, Slovenia Jinyan Li, Institute for Infocomm Research, Singapore Charles Ling, The University of Western Ontario, Canada Donato Malerba, University of Bari, Italy Ramon Lopez de Mantaras, Spanish Scientific Research Council, Spain Stan Matwin , University of Ottawa, Canada Michael May , Fraunhofer Institute for Autonomous Intelligent Systems, Germany Rosa Meo , Universit?di Torino, Italy Jos?del R. Millan , IDIAP Research Institute, Switzerland Dunja Mladenic, Jozef Stefan Institute, Slovenia Carolina Monard, University of S.Paulo, Brasil Katharina Morik, University Dortmund, Germany Shinichi Morishita, University of Tokyo, Japan Hiroshi Motoda, ISIR, Osaka University, Japan Claire Nedellec, Laboratoire Mathèmatique, Informatique et Gènome, France Richard Nock, Universit? Antilles-Guyane/Martinique,France Masayushi Numao, University of Osaka, Japan Arlindo Oliveira, Technical University Lisboa, Portugal Ramon Otero, University of Santiago, Spain Johann Petrak, University of Viena, Austria Bernhard Pfahringer , University of Waikato, New Zeland Enric Plaza, IIIA-CSIC, Spain Andre Ponce Leao, University S.Paulo, Brasil Jose Carlos Principe , University of Florida, USA Jan Rauch, University of Economics, Czech Republic Solange Rezende, University of S.Paulo, Brasil Jose Riquelme, University of Seville, Spain Joseph Roure, University of Mataro, Spain Juho Royal Rousu, Holloway University of London, UK Celine Rouveirol , LRI, Universite Paris Sud, France Stefan Rueping, University Dortmund, Germany Salvatore Ruggieri , University of Pisa, Italy Marques de Sa, Faculty of Engineering, Porto Lorenza Saiita, Universit? del Piemonte, Italy Tobias Scheffer, Humboldt Universität zu Berlin, Germany Bruno Scherrer, LORIA, France Michele Sebag , LRI, Universit?Orsay - France Giovanni Semeraro , University of Bari, Italy Jude Shavlik, University of Wisconsin - Madison, USA Arno Siebes, Utrecht University, The Netherlands Derek Sleeman, University of Aberdeen, Scotland Robert H. Sloan, University of Illinois at Chicago, USA Maarten van Someren, University of Amsterdam, The Netherlands Myra Spiliopoulou , Otto-von-Guericke Universitaet Magdeburg,Germany Ashwin Srinivasan, IBM Research, India Olga Stepankova, Czech Technical University, Czech Republic Peter Stone, University of Texas, USA Einoshin Suzuki , Yokohama National University, Japan Washio Takashi , University of Osaka, Japan Kai Ming Ting, Monash University, Australia Ljupco Todorovski, Jozef Stefan Institute, Slovenia Luis Torgo, University of Porto, Portugal Peter Turney , National Research Council of Canada, Canada Ricardo Vilalta, University of Houston, Usa Paul Vitanyi , CWI and University of Amsterdam, The Netherlands Ke Wang, Simon Fraser University, Canada Louis Wehenkel , University of Liège, Belgique Gary Weiss, Rutgers University / AT&T, USA Gerhard Widmer , University of Vienna, Austria Marco Wiering , Utrecht University, The Netherlands Gerson Zaverucha, Federal University of Rio de Janeiro, Brasil Thomas Zeugmann, Hokkaido University, Japan Blaz Zupan , University of Ljubljana, Slovenia ?o:p> PKDD Program Committee Jesus Aguilar, University Seville, Spain Paulo Azevedo, University Minho, Portugal Michael Bain, University New South Wales, Australia Jose Luis Balcazar, Universitat Politècnica de Catalunya, Spain Elena Baralis, Politecnico di Torino, Italy Bettina Berendt, Humboldt University Berlin, Germany Petr Berka, University of Economics, Czech Republic Michael R. Berthold, University of Konstanz,Germany Elisa Bertino, University of Milan, Italy Hendrik Blockeel , K.U.Leuven, Belgium Francesco Bonchi, CNR Pisa, Italy Henrik Boström , Stockholm University, Sweden Marco Botta , Universit?di Torino, Italy Jean-Francois Boulicaut, INSA Lyon, France Pavel Brazdil, University of Porto, Portugal Carla E. Brodley, University Tuffs, USA Wray Buntine, Helsinki Institute of Information Technology, Finland Rui Camacho, University of Porto, Portugal Amilcar Cardoso, University of Coimbra, Portugal Susan Craw, The Robert Gordon University, Scotland Bruno Cremilleux , Universite de Caen, France James Cussens, University of York, UK Luc Dehaspe , PharmaDM, Belgium Vasant Dhar, Stern Business School, USA Saso Dzeroski , Jozef Stefan Institute, Slovenia Tapio Elomaa, Tampere University of Technology, Finland Floriana Esposito , University of Bari, Italy Ronen Feldman , Bar-Ilan University, Israel Peter Flach, University of Bristol, UK Eibe Frank, University of Waikato, New Zealand Alex Freitas, University of Kent at Canterbury, UK Johannes Fürnkranz, Knowledge Engineering Group, TU Darmstadt, Germany Joao Gama , University of Porto, Portugal Dragan Gamberger , Rudjer Boskovic Institute, Croatia Minos N. Garofalakis, Bell Labs, USA Bart Goethals , Helsinki Institute for Information Technology, Finland Marko Grobelnik, Jozef Stefan Institute, Slovenia Howard J. Hamilton, University of Regina, USA Melanie Hilario, University of Geneve, Switzerland Haym Hirsh , Rutgers University, USA Frank Hoeppner, University of Applied Sciences BS/WF, Germany Andreas Hotho, University of Kassel, Kassel, Germany Nitin Indurkhya, University of New South Walles, Australia Radim Jirousek, Academy of Science, Czech Republic Thorsten Joachims, Cornell University, USA Alípio Jorge, University Porto, Portugal Murat Kantarcioglu, Purdue University, USA Hillol Kargupta, University of Maryland, USA Samuel Kaski , Helsinki University of Technology, Finland Eamonn Keogh, University of California, Riverside, USA Roni Khardon , Tufts University, USA Jorg-Uwe Kietz, KDlabs AG, Switzerland Joerg Kindermann, Institute for Autonomous intelligent Systems, Germany Ross D. King , University of Wales, UK Joost N. Kok, Leiden University, The Netherlands Igor Kononenko , University of Ljubljana, Slovenia Stefan Kramer , Technische Universität München, Germany Miroslav Kubat, University of Miami, USA Nicholas Kushmerick , University College Dublin, Ireland Pedro Larranaga, University of the Basque Country, Spain Nada Lavrac, Jozef Stefan Institute, Slovenia Jinyan Li, Institute for Infocomm Research, Singapore Charles Ling, The University of Western Ontario, Canada Donato Malerba, University of Bari, Italy Giuseppe Manco, National Research Council of Italy,Italy Ramon Lopez de Mantaras, Spanish Scientific Research Council, Spain Stan Matwin , University of Ottawa, Canada Michael May , Fraunhofer Institute for Autonomous Intelligent Systems, Germany Rosa Meo , Universit?di Torino, Italy Dunja Mladenic, Jozef Stefan Institute, Slovenia Katharina Morik, University Dortmund, Germany Shinichi Morishita, University of Tokyo, Japan Hiroshi Motoda, ISIR, Osaka University, Japan Steve Moyle, OXFORD UNIVERSITY, England Gholamreza Nakhaeizadeh, DaimlerChrysler AG, Germany Claire Nedellec, Laboratoire Mathèmatique, Informatique et Gènome, France Richard Nock, Universit?Antilles-Guyane/Martinique,France Masayushi Numao, University of Osaka, Japan Arlindo Oliveira, Technical University Lisboa, Portugal Georgios Paliouras, Institute of Informatics and Telecommunications, Greece Dino Pedreschi, Universit?di Pisa, Italy Johann Petrak, University of Viena, Austria Bernhard Pfahringer , University of Waikato, New Zeland Jose Carlos Principe , University of Florida, USA Jan Ramon, University of Leuven, Belgium Zbigniew W. Ras, University of North Carolina, USA Jan Rauch, University of Economics, Czech Republic Christophe Rigotti, INSA de Lyon, France Gilbert Ritschard, Dept of Econometrics, University of Geneva John Roddick, Flinders University, Australia Marques de Sa, University of Porto, Portugal Lorenza Saiita, Universit? del Piemonte, Italy Daniel Sanchez, University of Granada, Spain Yucel Saygin , Sabanci University, USA Tobias Scheffer, Humboldt Universität zu Berlin, Germany Michele Sebag , LRI, Universit?Orsay - France Marc Sebban , University Jean Monnet, France Giovanni Semeraro , University of Bari, Italy Arno Siebes, Utrecht University, The Netherlands Andrzej Skowron, Warsaw University, Poland Derek Sleeman, University of Aberdeen, Scotland Carlos Soares, University of Porto, Portugal Maarten van Someren, University of Amsterdam, The Netherlands Myra Spiliopoulou , Otto-von-Guericke Universitaet Magdeburg,Germany Nicolas Spyratos, LRI, Universit?Orsay Paris-Sud, France Ashwin Srinivasan, IBM Research, India Olga Stepankova, Czech Technical University, Czech Republic Reinhard Stolle, Xerox PARC, USA Peter Stone, University of Texas, USA Gerd Stumme, University of Kassel, Kassel, Germany Einoshin Suzuki , Yokohama National University, Japan Domenico Talia, University of Calabria, Italy Ah-Hwee Tan, Nanyang Technological University,Singapore Ljupco Todorovski, Jozef Stefan Institute, Slovenia Luis Torgo, University of Porto, Portugal Shusaku Tsumoto , Shimane Medical University, Japan Peter Turney , National Research Council of Canada, Canada Jaideep Vaidya, Rutgers University, USA Maria Amparo Vila, University of Granada, Spain Dietrich Wettschereck , The Robert Gordon University, UK Gerhard Widmer , University of Vienna, Austria Ruediger Wirth , DaimlerChrysler AG, Germany Mohammed J. Zaki , Rensselaer Polytechnic Institute, USA Carlo Zaniolo , UCLA Computer Science Department, USA Djamel A. Zighed, Universit?Lyon 2, France    Êղؠ  ·ÖÏí   ¶¥(0)

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