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ESWA
2006
114views more  ESWA 2006»
13 years 4 months ago
Bankruptcy prediction with neural logic networks by means of grammar-guided genetic programming
The paper demonstrates the efficient use of hybrid intelligent systems for solving the classification problem of bankruptcy. The aim of the study is to obtain classification schem...
Athanasios Tsakonas, Georgios Dounias, Michael Dou...
ESWA
2006
195views more  ESWA 2006»
13 years 4 months ago
JavaDON: an open-source expert system shell
The paper describes JavaDON, an open-source expert systems shell based on the OBOA framework for developing intelligent systems. The central idea of the JavaDON project was to mak...
Bojan Tomic, Jelena Jovanovic, Vladan Devedzic
ESWA
2006
86views more  ESWA 2006»
13 years 4 months ago
Modeling consumer acceptance probabilities
This paper investigates how to estimate the likelihood of a customer accepting a loan offer as a function of the offer parameters and how to choose the optimal set of parameters f...
L. C. Thomas, Ki Mun Jung, Steve D. Thomas, Y. Wu
ESWA
2006
123views more  ESWA 2006»
13 years 4 months ago
Development of a knowledge management initiative and system: A case study
As knowledge emerges as the primary strategic resource in the 21st century, many firms in the manufacturing and service sectors alike are beginning to introduce and implement Know...
Kuan Yew Wong, Elaine Aspinwall
ESWA
2006
122views more  ESWA 2006»
13 years 4 months ago
Ontology construction for information classification
Following the advent of the Internet technology and the rapid growth of its applications, users have spent long periods of time browsing through the ocean of information found in ...
Sung-Shun Weng, Hsine-Jen Tsai, Shang-Chia Liu, Ch...
ESWA
2006
149views more  ESWA 2006»
13 years 4 months ago
An effective refinement strategy for KNN text classifier
Due to the exponential growth of documents on the Internet and the emergent need to organize them, the automated categorization of documents into predefined labels has received an...
Songbo Tan
ESWA
2006
66views more  ESWA 2006»
13 years 4 months ago
Response modeling with support vector machines
Hyunjung Shin, Sungzoon Cho
ESWA
2006
105views more  ESWA 2006»
13 years 4 months ago
Predicting box-office success of motion pictures with neural networks
Predicting box-office receipts of a particular motion picture has intrigued many scholars and industry leaders as a difficult and challenging problem. In this study, the use of ne...
Ramesh Sharda, Dursun Delen
ESWA
2006
161views more  ESWA 2006»
13 years 4 months ago
Automated trend analysis of proteomics data using an intelligent data mining architecture
Proteomics is a field dedicated to the analysis and identification of proteins within an organism. Within proteomics, two-dimensional electrophoresis (2-DE) is currently unrivalle...
James Malone, Kenneth McGarry, Chris Bowerman
ESWA
2006
103views more  ESWA 2006»
13 years 4 months ago
Model gene network by semi-fixed Bayesian network
Gene networks describe functional pathways in a given cell or tissue, representing processes such as metabolism, gene expression regulation, and protein or RNA transport. Thus, le...
Tie-Fei Liu, Wing-Kin Sung, Ankush Mittal