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IWANN
2005
Springer
16 years 3 days ago
Bias and Variance of Rotation-Based Ensembles
Abstract. In Machine Learning, ensembles are combination of classifiers. Their objective is to improve the accuracy. In previous works, we have presented a method for the generati...
Juan José Rodríguez, Carlos J. Alons...
IWANN
2005
Springer
16 years 3 days ago
Filtering-Free Blind Separation of Correlated Images
Abstract. When using ICA for image separation, a well-known problem is that most often a large correlation exists between the sources. Because of this dependence, there is no more ...
Frédéric Vrins, John Aldo Lee, Miche...
KES
2005
Springer
16 years 2 days ago
Support for Internet-Based Commonsense Processing - Causal Knowledge Discovery Using Japanese "If" Forms
Abstract. This paper introduces our method for causal knowledge retrieval from the Internet resources, its results and evaluation of using it in utterance creation process. Our sys...
Yali Ge, Rafal Rzepka, Kenji Araki
KES
2005
Springer
16 years 2 days ago
Watermarking Protocol Compatible with Secret Algorithms for Resisting Invertibility Attack
Abstract. Invertibility attack is a hostile measure to breach watermarking systems. In this paper, a novel watermarking protocol using a one-way hash function and a check of random...
Xinpeng Zhang, Shuozhong Wang
MATES
2005
Springer
16 years 2 days ago
The Distributed Weighing Problem: A Lesson in Cooperation Without Communication
Abstract. Cooperative problem solving without communication is an oftenstudied field within multi-agent research. Realistic problems investigated in this particular field are compl...
Tibor Bosse, Mark Hoogendoorn, Catholijn M. Jonker