MMAML 2013 (call for papers in pdf)

Special Session on Multiple Model Approach to Machine Learning

at the 5th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2013)

Kuala Lumpur, Malaysia, March 18-20, 2013
Conference web site: http://seminar.spaceutm.edu.my/aciids2013/
MMAML 2013 web site: http://kms.ii.pwr.wroc.pl/events/mmaml2013/

Objectives and topics

Ensemble methods have gained great attention of scientific community over the last several years. Multiple models have been theoretically and empirically shown to provide significantly better performance than their single base models. Ensemble algorithms have found their application in various real word problems ranging from person recognition through medical diagnosis and text classification to financial forecasting. The MMAML 2013 Special Session at the 5th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2013) is devoted to the ensemble methods and their application to classification, prediction, and clustering problems. We want to offer an opportunity for researchers and practitioners to identify new promising research directions as well as to publish recent advances in this area. The scope of the MMAML 2013 includes, but is not limited to the following topics:
  • Theoretical framework for ensemble methods
  • Ensemble learning algorithms: bagging, boosting, stacking, etc.
  • Ensemble methods in clustering
  • Dealing with large volumes of data and lack of adequate data
  • Subsampling and feature selection in multiple model machine learning
  • Diversity, accuracy, interpretability, and stability issues
  • Homogeneous and heterogeneous ensembles
  • Hybrid methods in prediction and classification
  • Ensemble methods for dealing with concept drift
  • Incremental, evolving, and online ensemble learning
  • Mining data streams using ensemble methods
  • Multi-objective ensemble learning
  • Ensemble methods in agent and multi-agent systems
  • Implementations of ensemble learning algorithms
  • Assessment and statistical analysis of ensemble models
  • Applications of ensemble methods in business, engineering, medicine, etc.

Session chairs

Contact

Przemysław Kazienko, Wroclaw University of Technology, Poland kazienko@pwr.wroc.pl
Edwin Lughofer, Johannes Kepler University Linz, Austria edwin.lughofer@jku.at
Bogdan Trawiński, Wroclaw University of Technology, Poland bogdan.trawinski@pwr.wroc.pl

Important dates

Submission of papers: 10 November 2012 (hard extension)
Notification of acceptance: 30 November 2012
Camera-ready papers: 20 December 2012
Conference date: 18-20 March 2013

International Program Committee

Jesús Alcalá-Fdez, University of Granada, Spain
Ethem Alpaydin, Bogaziçi University, Turkey
Emili Balaguer-Ballester, Bournemouth University, UK
Abdelhamid Bouchachia, University of Klagenfurt, Austria
Robert Burduk, Wrocław University of Technology, Poland
Oscar Castillo, Tijuana Institute of Technology, Mexico
Rung-Ching Chen, Chaoyang University of Technology, Taiwan
Suphamit Chittayasothorn, King Mongkut's Institute of Technology Ladkrabang, Thailand
José Alfredo F. Costa, Federal University (UFRN), Brazil
Bogusław Cyganek, AGH University of Science and Technology, Poland
Ireneusz Czarnowski, Gdynia Maritime University, Poland
Patrick Gallinari, Pierre et Marie Curie University, France
Fernando Gomide, State University of Campinas, Brazil
Francisco Herrera, University of Granada, Spain
Tzung-Pei Hong, National University of Kaohsiung, Taiwan
Hisao Ishibuchi, Osaka Prefecture University, Japan
Yaochu Jin, University of Surrey, UK
Tomasz Kajdanowicz, Wrocław University of Technology, Poland
Przemysław Kazienko, Wrocław University of Technology, Poland
Yong Seog Kim, Utah State University, USA
Mark Last, Ben-Gurion University of the Negev, Israel
Chunshien Li, National Central University, Taiwan
Kun Chang Lee, Sungkyunkwan University, Korea
Edwin Lughofer, Johannes Kepler University Linz, Austria
Mustafa Mat Deris, Universiti Tun Hussein Onn Malaysia, Malaysia
Jerzy Stefanowski, Poznan University of Technology, Poland
Zbigniew Telec, Wrocław University of Technology, Poland
Bogdan Trawiński, Wrocław University of Technology, Poland
Olgierd Unold, Wrocław University of Technology, Poland
Michał Woźniak, Wrocław University of Technology, Poland
Faisal Zaman, Kyushu Institute of Technology, Japan
Zhongwei Zhang, University of Southern Queensland, Australia
Zhi-Hua Zhou, Nanjing University, China
Dan Zhu, Iowa State University, USA

Submission

All contributions should be original and not published elsewhere or intended to be published during the review period. Authors are invited to submit their papers electronically in pdf format, using main ACIIDS 2013 submission system. Submitted papers should be prepared in Springer LNAI style and should not exceed 10 pages. To ensure high quality, all papers will be thoroughly reviewed by the MMAML 2013 International Program Committee. All accepted papers must be presented by one of the authors who must register for the conference and pay the fee. The conference proceedings will be published by Springer in the prestigious series LNCS/LNAI (indexed by ISI, EI, DBLP, Inspec, Scope, etc.). A selected number of accepted and personally presented papers will be expanded and revised for possible inclusion in special issues in high quality scientific journals.


Organizing committee

Contact

Tomasz Kajdanowicz (chair), Wroclaw University of Technology, Poland kajdanowicz@gmail.com
Tomasz Łuczak Wroclaw University of Technology, Poland tk.luczak@gmail.com
Grzegorz Matoga, Wroclaw University of Technology, Poland greg.matoga@gmail.com