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ATAL
2004
Springer
15 years 10 months ago
Agent Community Based Peer-to-Peer Information Retrieval
This paper proposes an Agent Community based Peer-toPeer information retrieval method called ACP2P method, which uses agent communities to manage and look up information related t...
Tsunenori Mine, Daisuke Matsuno, Koichiro Takaki, ...
160
Voted
ECML
2004
Springer
15 years 10 months ago
SWITCH: A Novel Approach to Ensemble Learning for Heterogeneous Data
The standard framework of machine learning problems assumes that the available data is independent and identically distributed (i.i.d.). However, in some applications such as image...
Rong Jin, Huan Liu
ICT
2004
Springer
194views Communications» more  ICT 2004»
15 years 10 months ago
Competitive Neural Networks for Fault Detection and Diagnosis in 3G Cellular Systems
We propose a new approach to fault detection and diagnosis in third-generation (3G) cellular networks using competitive neural algorithms. For density estimation purposes, a given ...
Guilherme De A. Barreto, João Cesar M. Mota...
121
Voted
IJCNLP
2004
Springer
15 years 10 months ago
The Use of SVM for Chinese New Word Identification
We present a study of new word identification (NWI) to improve the performance of a Chinese word segmenter. In this paper the distribution and types of new words are discussed emp...
Hongqiao Li, Changning Huang, Jianfeng Gao, Xiaozh...
ILP
2004
Springer
15 years 10 months ago
Learning an Approximation to Inductive Logic Programming Clause Evaluation
One challenge faced by many Inductive Logic Programming (ILP) systems is poor scalability to problems with large search spaces and many examples. Randomized search methods such as ...
Frank DiMaio, Jude W. Shavlik