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CIMCA
2005
IEEE
13 years 10 months ago
An Accelerating Learning Algorithm for Block-Diagonal Recurrent Neural Networks
An efficient training method for block-diagonal recurrent neural networks is proposed. The method modifies the RPROP algorithm, originally developed for static models, in order to...
Paris A. Mastorocostas, Dimitris N. Varsamis, Cons...
CIMCA
2005
IEEE
13 years 10 months ago
Independent Nearest Features Memory-Based Classifier
The classification task is one of the most important problems in the area of data mining. In this paper we propose a new algorithm for addressing this problem. The main idea deriv...
Christos Pateritsas, Andreas Stafylopatis
CIMCA
2005
IEEE
13 years 10 months ago
Multi-criteria Group Decision Making Using A Modified Fuzzy TOPSIS Procedure
In this paper we propose a modified Fuzzy Technique for Order Performance by Similarity to Ideal Solution (modified Fuzzy TOPSIS) for the Multi-criteria Decision Making (MCDM) prob...
Soroush Saghafian, S. Reza Hejazi
8
Voted
CIMCA
2005
IEEE
13 years 10 months ago
Leave-one-out Bounds for Support Vector Regression
Yingjie Tian, Naiyang Deng
CIMCA
2005
IEEE
13 years 10 months ago
Carnival - A low cost solution to Interactive Movie on Demand System
This paper aims at describing Carnival, a movie on demand system that provides Movie on demand service by implementing low cost storage architecture for movie storage server. Carn...
Sachin Agarwal 0002, Raman Mittal, Aayush Deep Gar...
CIMCA
2005
IEEE
13 years 10 months ago
Topic-Based Audience Metrics for Internet Marketing by Combining Ontologies and Output Page Mining
In Internet marketing, Web audience analysis is essential to understanding the visitors’ needs. However, the existing analysis tools fail to deliver summarized and conceptual me...
Jean-Pierre Norguet, Esteban Zimányi
CIMCA
2005
IEEE
13 years 10 months ago
Comparison of Performance between Different Selection Strategies on Simple Genetic Algorithms
This paper presents the comparison of performance on a simple genetic algorithm (SGA) using roulette wheel selection and tournament selection. A SGA is mainly composed of three ge...
Jinghui Zhong, Xiaomin Hu, Jun Zhang, Min Gu
CIMCA
2005
IEEE
13 years 10 months ago
Rankings from Fuzzy Pairwise Comparisons
We propose a new method for deriving rankings from fuzzy pairwise comparisons. It is based on the observation that quantification of the uncertainty of the pairwise comparisons sh...
Pim van den Broek, Joost Noppen
CIMCA
2005
IEEE
13 years 10 months ago
RBSLA A declarative Rule-based Service Level Agreement Language based on RuleML
This paper describes a Rule Based Service Level Agreement language called RBSLA which is based on RuleML. With this language SLAs can be implemented in a machine readable syntax w...
Adrian Paschke