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ICCS
2005
Springer
16 years 10 days ago
A Multi-level Approach for Document Clustering
Abstract. The divisive MinMaxCut algorithm of Ding et al. [3] produces more accurate clustering results than existing document cluster methods. Multilevel algorithms [4, 1, 5, 7] h...
Suely Oliveira, Sang-Cheol Seok
ICNC
2005
Springer
16 years 10 days ago
A Game-Theoretic Approach to Competitive Learning in Self-Organizing Maps
Abstract. Self-Organizing Maps (SOM) is a powerful tool for clustering and discovering patterns in data. Competitive learning in the SOM training process focusses on finding a neu...
Joseph P. Herbert, Jingtao Yao
ICNC
2005
Springer
16 years 10 days ago
Modeling Belief, Capability and Promise for Cognitive Agents - A Modal Logic Approach
From the last decade, modeling of cognitive agents have drawn great attention and provide a new paradigm for addressing fundamental questions in cognitive science. In this paper, a...
Xinyu Zhao, Zuoquan Lin
ICWE
2005
Springer
16 years 9 days ago
A Model-Based Approach for Integrating Third Party Systems with Web Applications
New Web applications are rapidly moving from stand-alone systems to distributed applications that need to interoperate with third party systems, such as external Web services or le...
Nathalie Moreno, Antonio Vallecillo
IJCNLP
2005
Springer
16 years 9 days ago
A Machine Learning Approach to Sentence Ordering for Multidocument Summarization and Its Evaluation
Ordering information is a difficult but a important task for natural language generation applications. A wrong order of information not only makes it difficult to understand, but a...
Danushka Bollegala, Naoaki Okazaki, Mitsuru Ishizu...