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IJIT
2004
13 years 6 months ago
Improving the Convergence of the Backpropagation Algorithm Using Local Adaptive Techniques
Since the presentation of the backpropagation algorithm, a vast variety of improvements of the technique for training a feed forward neural networks have been proposed. This articl...
Z. Zainuddin, N. Mahat, Y. Abu Hassan
IJIT
2004
13 years 6 months ago
Practical Fair Anonymous Undeniable Signatures
We present a new model for undeniable signatures: fair-anonymous undeniable signatures. This protocol can not only preserve the privacy of the signer (i.e. anonymity) but also trac...
Song Han, Elizabeth Chang, Xiaotie Deng, Winson K....
IJIT
2004
13 years 6 months ago
Rule-Based Message Passing for Collaborative Application in Distributed Environments
In this paper, we describe a rule-based message passing method to support developing collaborative applications, in which multiple users share resources in distributed environments...
Wataru Yamazaki, Hironori Hiraishi, Fumio Mizoguch...
IJIT
2004
13 years 6 months ago
Formal Verification of a Multicast Protocol In Mobile Networks
As computer network technology becomes increasingly complex, it becomes necessary to place greater requirements on the validity of developing standards and the resulting technology...
Mohammad Reza Matash Borujerdi, S. M. Mirzababaei
IJIT
2004
13 years 6 months ago
Modeling Biology Inspired Reactive Agents Using X-machines
Recent advances in both the testing and verification of software based on formal specifications of the system to be built have reached a point where the ideas can be applied in a p...
George Eleftherakis, Petros Kefalas, Anna Sotiriad...
IJIT
2004
13 years 6 months ago
A Constructive Problem Solver Approach for Building Agriculture Disorder Treatment Task
Expert systems development is a complex and expensive process that needs to be applied in an organized manner. This paper presents an approach for building a generic treatment mode...
Abeer El-Korany, Ahmed A. Rafea
IJIT
2004
13 years 6 months ago
Consistent Hybrid Knowledge Representation in Order-Sorted Logic
Abstract-- We consider a hybrid knowledge representation system for ontological knowledge bases in order to maintain knowledge consistency between taxonomic knowledge and assertion...
Nwe Ni Tun, Satoshi Tojo
IJIT
2004
13 years 6 months ago
Corrosion Time Series Classification using the Continuous Wavelet Transform and MML Density Estimation
Corrosion causes many failures in chemical process installations. These failures generate high costs, therefore an effective corrosion monitoring system obtrudes. This paper focuse...
Gert Van Dijck, M. Wevers, Marc M. Van Hulle
IJIT
2004
13 years 6 months ago
Fuzzy Clustering of Categorical Attributes and its Use in Analyzing Cultural Data
We develop a three-step fuzzy logic-based algorithm for clustering categorical attributes, and we apply it to analyze cultural data. In the first step the algorithm employs an entr...
George E. Tsekouras, Dimitris Papageorgiou, Sotiri...
IJIT
2004
13 years 6 months ago
Genetic Algorithm for Feature Subset Selection with Exploitation of Feature Correlations from Continuous Wavelet Transform: a re
A genetic algorithm (GA) based feature subset selection algorithm is proposed in which the correlation structure of the features is exploited. The subset of features is validated a...
Gert Van Dijck, Marc M. Van Hulle, M. Wevers