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Neural Networks and Applications II

Machine Learning and Applications I

A Study of the Compression Method for a Reference Character Dictionary used for On-line Character Recognition

Mercer Kernels and 1-Cohomology of Certain Semi-Simple Lie Groups

On-line Profit Sharing Works Efficiently

Fast Feature Ranking Algorithm

            R. Ruiz, J. C. Riquelme, J. S. Aguilar-Ruiz

Visual Clustering with Artificial Ants Colonies

Cognitive Humanoid Robots Based on Complex Kinematic Features

            F. Kirchner, T. Koshizen, D. Spenneberg

A Multi-Layered Hierarchical Architecture for a Humanoid Robot

            K. Suzuki, S. Hashimoto

Active Detection of Anomalous Region as Primitive Processing for Visual Object Segregation

            S. Nagai, K. Akatsuka, T. Ido, H. Kondo, A. Miura, H. Tsujino

ANNA: An Artificial Neural Network for Attention to Emotional Recognition

            J. G. Taylor, N. Fragopanagos

Attention-Based Robot Control

            S. Kasderidis, J. G. Taylor

PCA Based Digital Watermarking

Image Retrieval Based on Independent Components of Color Histograms

Face Recognition Using Overcomplete Independent Component Analysis

An ICA-based Method for Poisson Noise Reduction

Recursive Approach for Real-Time Blind Source Separation of Acoustic Signals

Putting the Utility of Match Tracking in Fuzzy ARTMAP Training to the Test

An ART-based Hybrid Network for Medical Pattern Classification Tasks with Missing Data

Combining Support Vector Machines and ARTMAP Architectures for Natural Classification

            A. Munoz, J.M. Moguerza

ART-based Neuro-Fuzzy Modeling Applied to Reinforcement Learning

AFC: ART-Based Fuzzy Classifier

Two Industrial Problems Solved Through a Novel Optimization Algorithm

            M. Vannucci, V. Colla, G. Bioli, R. Valentini

Do Neuro-Fuzzy Systems Have Chances in Industrial Applications?

            L. M. Reyneri

Clusterability and Centroid Approximation

An Artificial Olfactory System for Quality and Geographical Discrimination of Olive Oils

            M. Cococcioni, B. Lazzerini, F. Marcelloni

A Fuzzy Logic Approach to Improve Manufacturing Effectiveness

            R. Dulmin, V. Mininno

A New MPEG-2 Solution Using a 2^nd ALU in the RISC

Idea Generation Support System GUNGEN DX II Beyond Papers

            T. Shigenobu, T. Yoshino, J. Munemori

Data Processing Method of Small-scale Five Senses Communication System

A Trial of a Bidirectional Learning Management Tool for Promoting Learning by Mobile Phone

            K. Yoshida, K. Matsumoto, K. Nakada, T. Akutsu, S. Fujii, H. Ichimura

Development of a Remote Communication System for Computer Novices and Their Instructors

            S. Fujii, J. Iwata, K. Yoshida, T. Mizuno

Data Mining & Knowledge Discovery II

SPIN! - an Enterprise Architecture for Spatial Data Mining

The Role of Discretization Parameters in Sequence Rule Evolution

            M. L. Hetland, P. Sætrom

Feature Extraction for Classification in Knowledge Discovery Systems

Hybrid Intelligent Systems

Adaptive Per-Application Load Balancing with Neuron-Fuzzy to Support Quality of Service for Voice over IP in the Internet

            S. Chimmanee, K. Wipusitwarakun, S. Runggeratigul

Hybrid Intelligent Production Simulator by GA and its Individual Expression

On the Design of an Artificial Life Simulator

3-Dimensional Object Recognition by Evolutional RBF Network

Soft Computing-Based Design and Control for Vehicle Health Monitoring

Neural Networks and Applications I

Automated Knowledge Acquisition Based on Unsupervised Neural Network and Expert System Paradigms

Selective-Learning-Rate Approach for Stock Market Prediction by Simple Recurrent neural Networks

A Neural-Network Technique for Recognition of Filaments in Solar Images

Learning Multi-Class Neural Network Models from Electroencephalograms

Establishing Safety Criteria for Artificial Neural Networks

Neural Chaos Scheme of Perceptual Conflicts

Signal and Image Processing I

An Adaptive Novelty Detection Approach to Low Level Analysis of Images Corrupted by Mixed Noise

The Image Recognition System by Using the FA and SNN

            S. Ito, Y. Mitsukura, M. Fukumi, N. Akamatsu, S. Omatsu

License Plate Detection using Hereditary Threshold Determined Method

Recognition from EMG signals by an Evolutional Method and Non-Negative Matrix Factorization

A Feature Extraction Method for Personal Identification System

A Feature Extraction of the EEG Using the Factor Analysis and Neural Networks

Machine Learning and Applications III

On the Benchmarking of Multiobjective Optimization Algorithm

            M. Koppen

Multicategory Incremental Proximal Support Vector Classifiers

            A. Tveit, M. L. Hetland

Arc Consistency for Dynamic CSPs

            M. Mouhoub

Determination of Decision Boundaries for Online Signature Verification

On the Accuracy of Rotation Invariant Wavelet-based Moments Applied to Recognize Traditional Thai Musical Instruments

            S. Rodtook, S. Makhanov

Artificial Intelligence and the Internet

Self-Organization Leads to Hierarchical Modularity in an Internet Community

Neighborhood Matchmaker Method: A Decentralized Optimization Algorithm for Personal Human Network

Design and Implementation of an Automatic Installation System for Application Program in PDA

Combination of a Cognitive Theory with the Multi-Attribute Utility Theory

            K. Kabassi, M. Virvou

Rule-driven Mobile Intelligent Agents for Real-time Configuration of IP networks

Text Mining & Information Retrieval I

Connecting Word Clusters to Represent Concepts with Application to Web Searching

A Framework for Integrating Deep and Shallow Semantic Structures in Text Mining

            N. Collier, K. Takeuchi, A. Kawazoe, T. Mullen, T. Wattarujeekrit

Fuzzy Methods for Knowledge Discovery from Multilingual Text

            R. Chau, C. H. Yeh

Term-length Normalization for Centroid-based Text Categorization

Automatic Extraction of Keywords from Abstracts

On the Analysis of Neural Networks for Image Processing

Development of Methods How to Avoid the Overfitting-Effect within the GeLog-System

An Optimal Algorithm for Combining Multivariate Forecasts in Hybrid Systems

Probabilistic Neuro-Fuzzy Network with Non-Conventional Activation Functions

An Optimization of Data Mining Algorithms Used in Fuzzy Association Rules

Some Test Problems Regarding Intelligent Tutoring Systems

Personalized Environment for Skimming Documents

            T. Hayama, T. Kanai, S. Kunifuji

GUNGEN-GO: Real-time Groupware Development Environment for a Hypermedia System

            T. Yuizono, T. Yoshino, J. Munemori

Visualization Methods for Sharing Knowledge Pieces and Relationships Based on Biological Models

Multi-Agent Systems

A Multi-Agent System for Knowledge Management in Software Maintenance

D²G²A: a Distributed Double Guided Genetic Algorithm for Max_CSPs

Modelling Intelligent Agents for Organisational Memories

Multi-Layered Distributed Agent Ontology for Soft Computing Systems

A Model for Personality and Emotion Simulation

Evolutionary Computation and Applications

Evolutionary Design of Rule Changing Cellular Automata

            H. Kanoh, Y. Wu

Dynamic Control of the Browsing-Exploitation Ratio for Iterative Optimisations

Intelligent Motion Generator for Mobile Robot by Automatic Constructed Action Knowledge-Base using GA

Population-Based Approach to Multiprocessor Task Scheduling in Multistage Hybrid Flowshops

A New Paradigm of Optimisation by using Artificial Immune Reactions

            M. Koster, A, Grauel, G. Klene, H. Convey

Multi-Objective Genetic Programming Optimization of Decision Trees for Classifying Medical Data

Knowledge-Based Systems III

Knowledge Support for Modeling and Simulation

Expert System for Simulating and Predicting Sleep and Alertness Patterns

Using Conceptual Decision Model in a Case Study

Two Expert Diagnosis Systems for SMEs: From Database-Only Technologies to the Unavoidable Addition of AI Techniques

            S. Delisle, J. St-Pierre

Intelligent Tutoring Systems

Ontology of Domain Modeling in Web based Adaptive Learning System

Individualizing a Cognitive Model of Students’ Memory in Intelligent Tutoring Systems

An Ontology-Based Approach to Intelligent Instructional Design Support

Javy: Virtual Environment for Case-Based Teaching of Java Virtual Machine

Cellular Automata Model Based on Multiagent Techniques

            Y. Hassan, E. Tazaki, D. Yamaguchi

Extraction of Rules by Heterogeneous Agents Using Automatically Defined Groups

            A. Hara, T. Ichimura, T. Takahama, Y. Isomichi

Data Mining for Distributed Databases with Multiagents

            A. Niimi, O. Konishi

Applying Self-Organizing Agents to University Class Scheduling

            E. Nunohiro, K. J. Mackin

Emergence in Agents with Different Internal Time Frames

            K. J. Mackin, K. Yamasaki

Development of an ESP E-Learning Tool using In-House Corpora

            Y. Koyama, T. Nakano, C. Matsuura

Evaluation of Learning Support System for Agent-based C Programming

            K. Nagao, N. Ishii

EM Algorithm for Cleaning of Answers Generated by an E-Learning System

            T. Nakano, Y. Koyama, N. Inuzuka, C. Matsuura

Reinforcement Learning Methods to Handle Actions with Differing Costs in MDPs

            T. Ishiguro, T. Matsui, N. Inuzuka, K. Wada

Text Mining & Information Retrieval II

Recommendation System Based on the Discovery of Meaningful Categorical Clusters

            N. Durand, L. Lancieri, B. Cremilleux

A Formal Framework for Combining Evidence in an Information Retrieval Domain

Managing Articles Sent to the Conference Organizer

Information Retrieval Using Deep Natural Language Processing

A Note on the Sensitivity to Parameters in the Convergence of Self-Organizing Maps

Utilization of AI & GAs to Improve the Traditional Technical Analysis in the Financial Markets

On the Predictability of High-Frequency Financial Time Series

            M. Tanaka-Yamawaki

Incremental Learning and Forgetting in RBF Networks and SVMs with Applications to Financial Problems

            H. Nakayama, A. Hattori

Intelligent Industrial Applications I

Knowledge-Based Automatic Components Placement for Single-Layer PCB Layout

            T. Pannerec

Knowledge-Based Hydraulic Model Calibration

            J. P. Vidal, S. Moisan, J. B. Faure

Using Artificial Neural Networks for Combustion Interferometry

An Operating and Diagnostic Knowledge-Based System for Wire EDM

Intelligent Web Applications

Using Self Organizing Feature Maps to Acquire Knowledge about Visitor Behavior in a Web Site

A Framework for the Development of Personalized Agents

Topic Cascades: An Interactive Interface for Exploration of Clustered Web Search Results Based on the SVG Standard

Active Knowledge Mining for Intelligent Web Page Management

Computational Intelligence for Fault Diagnosis

Faults Diagnosis through Genetic Matching Pursuit

A Fuzzy Classification Solution for Fault Diagnosis of Valve Actuators

Evolution Strategy Applied to Aero-Engine Fault Diagnosis

Engine Diagnostics - A Fuzzy Logic Approach

Deep and Shallow Knowledge in Fault Diagnosis

A Practical Study of Some Virtual Sensor Methods as Part of Data Fusion

A Mamdami Model to Predict the Weighted Joint Density

Mining Spatial Rules by Finding Empty Intervals in Data

            A. Savinov

The Application of Virtual Reality to the Understanding and Treatment of Schizophrenia

Representation of Algorithmic Knowledge in Medical Information Systems

A Case-based Reasoning Approach to Business Failure Prediction

A Metaheuristic Approach to Fuzzy Project Scheduling

Pellucid: A Platform for Organizationally Mobile Public Employees

Knowledge Model of a Therapy Administration Task Applied to an Agricultural Domain

Acquisition and Representation of Causal and Temporal Knowledge in Medical Domains

            J. Palma, B. Llamas, A. Gonzalez, M. Menarguez

Extended Models of Dynamic Selection using Ontological Elements. Application to Design and Image Analysis Problems

Experiences in Reusing Problem Solving Methods. An Application in Constraint Programming.

Problem-Solving Analysis for the Budgeting Task in Furniture Industry

            J. C. Vidal, M. Lama, A. Bugarin, S. Barro

Collecting, Analyzing and Interpreting Data for User Model Acquisition in Open Web-based Adaptive Collaborative Environment

Qubit Neural Network and Its Efficiency

Performance of Adaptive Beamforming by Using Complex-Valued Neural Network

Quaternion Neural Network and Its Application

Building up of a Pen Oriented Human-Software Interface with Complex-Valued Spiking Machines

Pitch-Asynchronous Overlap-Add Waveform-Concatenation Speech Synthesis by Using a Phase-Optimizing Neural Network

A Data-Reusing Gradient Descent Algorithm for Complex-Valued Recurrent Neural Networks

Some Properties of the Network Consisting of Two Complex-Valued Nagumo-Sato Neurons

Support Vector Machines for Improved Voiceband Classification

Adaptive Prediction of Mobile Radio Channels Utilization a Filtered Random Walk Model for the Coefficients

Amplitude Modulated Sinusoidal Models for Audio Modeling and Coding

A Fast Converging Sequential Blind Source Separation Algorithm for Cyclostationary Sources

Computationally Efficient Doubletalk Detection Using Estimated Loudspeaker Impulse Responses

Texture Segmentation Using Semi-Supervised Support Vector Machine

A Non-Parametric Test for Detecting the Complex-Valued Nature of Time Series

Domain Ontology Analysis in Agent-Oriented Requirements Engineering

A Framework for ACL Message Translation for Information Agents

An Ontology for Modelling Security: The Tropos Approach

Towards a Pragmatic Use of Ontologies in Multi-Agent Platforms

Ontological Foundations of Natural Language Communication in Multiagent Systems

Ontology Management for Agent Development

A Multiagent Distributed Approach to Service Robotics

Secure Matchmaking of Fuzzy Criteria Between Agents

Finding Efficient Nonlinear Functions by Means of Genetic Programming

Keystream Generator Analysis in Terms of Cellular Automata

Graphic Cryptography with Pseudorandom Bit Generators and Cellular Automata

Agent-Oriented Public Key Infrastructure for Multi-Agent E-Service

SOID: An Ontology for Agent-Aided Intrusion Detection

Pseudorandom Number Generator - The Self-Programmable Cellular Automata

Age and Gender Estimation Based on Facial Image Analysis

Age and Gender Estimations by Modelling Statistical Relationships Among Faces

Subjective Age Obtained from Facial Images - How Old We Feel Compared to Others

Robust Facial Parts Detection by Using Four Dir