[Bio-matrix] Call for papers ECML PKDD 05 (Reminder)

biomatrx at iubio.bio.indiana.edu biomatrx at iubio.bio.indiana.edu
Sun May 1 12:44:37 EST 2005


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Apologies for multiple posting

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Call for Papers

 

ECML/PKDD-2005

Porto, Portugal, October 3-7, 2005

http://ecmlpkdd05.liacc.up.pt/

mailto:ecmlpkdd05 at 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 , Universitè Orsay, France

Peter Stone, University of Texas, USA

Luis Torgo, University of Porto, Portugal

Gerhard Widmer , University of Vienna, Austria

 

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, Universitè Pierre et Marie Curie, France

Minos N. Garofalakis, Bell Labs, USA

Fosca Giannotti, ISTI - Institute of CNR

Attilio Giordana , Università 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 , Università di Torino, Italy

Josè 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, Universitè 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, Università del Piemonte, Italy

Tobias Scheffer, Humboldt Universität zu Berlin, Germany

Bruno Scherrer, LORIA, France

Michele Sebag , LRI, Universitè 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

 

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 , Università 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 , Università 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, Universitè 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, Università 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, Università del Piemonte, Italy

Daniel Sanchez, University of Granada, Spain

Yucel Saygin , Sabanci University, USA

Tobias Scheffer, Humboldt Universität zu Berlin, Germany

Michele Sebag , LRI, Universitè 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, Universitè 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, Universitè Lyon 2, France

 

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