Artificial Intelligence and Applications    (AIA 2008)

February 11 – 13, 2008
Innsbruck, Austria
Editor(s): A. Gammerman
433 pages
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Abstracts may contain minor errors and formatting inconsistencies.
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Track Pattern Recognition FreeSubscription
595-025 Estimating High Dimensional Faithful Gaussian Graphical Models by Low-Order Conditioning
D. Malouche (Tunisia) and S. Sevestre-Ghalila (France)
Abstract
595-042 Text Categorization of Commercial Web Pages
E. Binaghi, M. Carullo, I. Gallo, and M. Madaio (Italy)
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595-080 Pixel-by-Pixel Base Representation in Image Classification from Cherenkov Telescopes
C. Malagón, J.A. Barrio, and D. Nieto (Spain)
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595-098 Analysis of the Neural Extended Kalman Filter for Target Tracking using Different Neural Network Functions
S.C. Stubberud and K.A. Kramer (USA)
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595-105 Extensions of the k Nearest Neighbour Methods for Classification Problems
Z. Voulgaris and G.D. Magoulas (UK)
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595-109 A Problem in Data Variability on Speaker Identification System using Hidden Markov Model
A. Buono and B. Kusumoputro (Indonesia)
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Track Machine Learning FreeSubscription
595-022 A Comparative Study of Decision Tree Approaches to Multi-Class Support Vector Machines
P. Krauthausen and A. Laubenheimer (Germany)
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595-048 An Improved Support Vector Machine with Soft Decision-Making Boundary
B. Li, J. Hu, and K. Hirasawa (Japan)
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595-053 A Modified Algorithm for Nonconvex Support Vector Classification
A. Takeda (Japan)
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595-054 A Novel Hierarchical Bayesian HMM for Multi-Dimensional Discrete Data
S. Motoi, Y. Nakada, T. Misu, T. Matsumoto, and N. Yagi (Japan)
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595-060 One-Class Classification Methods via Automatic Counter-Example Generation
A. Bánhalmi (Hungary)
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595-177 Normalized Nonconformity Measures for Regression Conformal Prediction
H. Papadopoulos (Cyprus), A. Gammerman, and V. Vovk (UK)
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Track Artificial Intelligence and Applications FreeSubscription
595-021 A Refined Multisite Fungal Protein Localizer
M. Nathan and G. Butler (Canada)
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595-028 A Method of Positioning Unknown Words in an Existing Thesaurus based on an Association Mechanism
S. Tsuchiya, N. Okumura, H. Watabe, T. Kawaoka (Japan), F. Ren (Japan, PRC), and S. Kuroiwa (Japan)
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595-043 Fast Object Tracking through the use of Artificial Neural Networks
D.T. Smith (USA)
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595-064 Real-Time Systems: Incomplete Solution Approach for the Maximum-Weighted Clique Problem
D. Kumlander (Estonia)
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595-065 Language Model Adaptation for Medical Dictations by Automatic Phonetics-Driven Transcript Reconstruction
S. Petrik and F. Pernkopf (Austria)
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595-071 Asynchronous, Adaptive BCI using Movement Imagination Training and Rest-State Inference
S. Fazli, M. Danóczy, M. Kawanabe, and F. Popescu (Germany)
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595-081 Fuzzy ARTMAP with Feature Weighting
R. Andonie (USA), A. Caţaron, and L.M. Sasu (Romania)
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595-087 Statistical Investigation on the Day-of-the-Week Effect in Emerging Stock Markets
V. Sakalauskas and D. Kriksciuniene (Lithuania)
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595-095 A Multi-Level Abstraction Model for Competitive Learning Neural Networks
R. Kassab and J.-C. Lamirel (France)
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595-100 An Intelligent Hybrid Decision Support Algorithm for Cutting Tool Replacement in High Performance Machining Operations
J.V. Abellan, F. Romero, H.R. Siller, C. Vila (Spain), and R. Morales-Menendez (Mexico)
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595-113 Designing a Discrepancy Supporting Perception Module of an Agent for Multimedia Entertainment Applications
S.-J. Ji, J.-W. Kwon, and J.-H. Park (Korea)
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595-128 Neural Networks Solutions of Thermistor Problem Tuned by Genetic Algorithms and Gradient Descent Method
C. Wongsathan and N. Suyaroj (Thailand)
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595-133 A Cellular Automata based Method for Predicting Binary Sequences
P. Caballero-Gil and A. Fúster-Sabater (Spain)
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595-138 Novel Labeling Strategies for Hierarchical Representation of Multidimensional Data Analysis Results
J.-C. Lamirel, A.P. Ta, and M. Attik (France)
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595-140 Classification of Burn Degrees in Grinding by Neural Nets
M.M. Spadotto, P.R. Aguiar, C.C.P. Souza, E.C. Bianchi, and A.N. de Souza (Brazil)
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595-143 A Comparison of an SOM and ALEV for Data Reduction Purposes in Transport Telematics
W. Toplak (Austria)
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595-147 Mining Balanced Patterns in Web Access Data
E.H. de Graaf, J.N. Kok, and W.A. Kosters (The Netherlands)
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595-156 An Application of Artificial Neural Networks in Environmental Pollution Forecasting
E. Lungu, M. Oprea, and D. Dunea (Romania)
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595-158 Text Dependent Speaker Verification System using Discriminative Weighting Method and Artificial Neural Networks
M.Z. Ibrahim, M. Khalid, and R. Yusof (Malaysia)
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595-169 Ontological Support for Association Rule Mining
A. Bellandi, B. Furletti, V. Grossi, and A. Romei (Italy)
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595-171 A Model Searching Method based on Marginal Model Structures
S.-H. Kim and S. Lee (Korea)
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595-190 Oncogenes Classification Measured by Microarray using Genetic Algorithms
L. Rodrigues do Amaral, F.S. Espindola, G. Sadoyama, and G.M. Barbosa de Oliveira (Brazil)
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595-801 Multifeature Knuckles Parameterization
A. Morales, P. Henríquez, J.B. Alonso, C.M. Travieso, and M.A. Ferrer (Spain)
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Track Intelligent Data Analysis FreeSubscription
595-049 Improved Particle Swarm Optimization Algorithm based on Statistical Laws and Dynamic Learning Factors
X.-j. Bi, G.-a. Liu, and J. Li (PRC)
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595-058 Weighted Class based Hybrid Algorithm for Top-N Recommender Systems
S. Ray and A. Mahanti (India)
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595-061 Impacts of Team Size on Role Learning in Multiagent Systems
M. Saito (Japan)
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595-112 Optimizing Multiple Pronunciation Dictionary based on a Confusability Measure for Non-Native Speech Recognition
M. Kim, Y.R. Oh, and H.K. Kim (Korea)
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595-120 Accurate Tool based on JPEG Image Compression for Arabic Handwritten Character Shape Recognition
A.A. Aburas and S.A. Rehiel (Malaysia)
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595-162 Using Bayesian Belief Networks for Credit Card Fraud Detection
L.E. Mukhanov (Russia)
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595-163 Switching between Different State Representations in Reinforcement Learning
H. van Seijen, B. Bakker, and L. Kester (The Netherlands)
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595-168 Feature-based Cluster Validation for High-Dimensional Data
R. Kassab and J.-C. Lamirel (France)
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Track Genetic Algorithms FreeSubscription
595-032 Using an Evolutionary Neural Network for Web Intrusion Detection
I. Xydas, G. Miaoulis (Greece), P.-F. Bonnefoi, D. Plemenos, and D. Ghazanfarpour (France)
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595-056 Consideration of the Efficiency of Layered Server-Client Topology for Parallel Distributed GA on Large Problem
K. Kojima, M. Ishigame, and S. Makino (Japan)
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595-062 Iterated Mutation in an Evolutionary Algorithm for Sudoku
D.O. Hamnes and B.A. Julstrom (USA)
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595-097 Dependence Modeling Rule Mining using Multi-Objective Genetic Algorithms
G.M. Barbosa de Oliveira, M.C.S. Takiguti, and L. Gustavo Almeida Martins (Brazil)
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595-110 Learning Parameters of a Genetic Algorithm Applied to Signal Classification
A.J. Cantos and M. Santos (Spain)
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595-142 Multi-Objective Stochastic Design of Robust PI Controllers for Systems with Probabilistic Uncertainty using Genetic Algorithm
N. Nariman-zadeh, A. Hajiloo, and A. Jamali (Iran)
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595-154 GA Search Method for Multiple Evacuation Routes using the Information of Hazard Map
M. Xie and Y. Kinoshita (Japan)
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595-159 Designing Particle Swarm Optimization - Performance Comparison of Two Temporally Cumulative Fitness Functions in EPSO
H. Zhang and M. Ishikawa (Japan)
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595-802 A New Genetic Algorithm for Resource Constrained Project Scheduling
Y. Mohsenin and H.H. Ali (USA)
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Track Data Mining FreeSubscription
595-026 Multivariate Similarity-based Conformity Measure (MSCM): An Outlier Detection Measure for Data Mining Applications
S.A. Badawy (Canada), A. Elragal, and M. Gabr (Egypt)
Abstract
595-031 Generating Method of Appropriate Greeting Sentences for Conversation based on the Situation
E. Yoshimura, S. Tsuchiya, H. Watabe, and T. Kawaoka (Japan)
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595-037 Frequent Pattern Mining from High-Dimensional Data using Record Space Search
K. Mori and R. Orihara (Japan)
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595-051 Research Paper Title Evaluation for Reaching New Audiences
Y. Nishihara, W. Sunayama, and M. Yachida (Japan)
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595-066 Knowledge Discovery by Rough Sets Mathematical Flow Graphs and its Extension
D. Chitchareon and P. Pattaraintakorn (Thailand)
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595-084 Construction of a Knowledge System which includes Association and Sensibility Information
S. Ikemasu, T. Kanamori, Y. Kato, and J. Takeno (Japan)
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595-091 Data Mining Methods for Malware Detection using Instruction Sequences
M. Siddiqui, M.C. Wang, and J. Lee (USA)
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595-141 Game Engine Design using Data Mining
K.S.Y. Chiu and K.C.C. Chan (PRC)
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Track Neural Networks FreeSubscription
595-006 Fuzzy Automata and Neural Associative Memories Compatible with Principles of Quantum Computation
G.G. Rigatos (Greece)
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595-045 Chaotic Neural Network with Time Delay Term for Sequential Patterns
K. Hirozawa and Y. Osana (Japan)
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595-046 Improved Chaotic Associative Memory for Successive Learning
T. Ikeya, T. Sazuka, A. Hagiwara, and Y. Osana (Japan)
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595-047 Kohonen Feature Map Associative Memory with Refractoriness based on Area Representation
T. Imabayashi and Y. Osana (Japan)
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595-052 Categorising Insurance Policy Data with MLPs and SOMs
A. Shah and C. Huyck (UK)
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595-149 An Information-Theoretic Approach to Feature Extraction in Competitive Learning
R. Kamimura, T. Taniguchi, and R. Kitajima (Japan)
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595-150 Free Energy-based Competititve Learning and Minimum Information Production Learning
R. Kamimura (Japan)
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595-172 Vehicle Integrated Stability Control using Hybrid Fuzzy C-Mean Clustering-Adaptive Back Propagation Scheme
M. Harly, I.N. Sutantra, and H.P. Mauridhi (Indonesia)
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595-184 Free Energy-based Competititve Learning for Self-Organizing Maps
R. Kamimura (Japan)
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595-800 Multilayer Feed Forward Neural Networks for Olive Trees Identification
G.A. Azim (Saudi Arabia) and M.K. Sousow (Syria)
Abstract
Abstracts may contain minor errors and formatting inconsistencies.
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This publication covers the following topics: Machine Learning; Pattern Recognition; Learning Theory; Inductive and Transductive Inference; Graphical Models; Model Selection; Knowledge Discovery; Intelligent Data Analysis; Applications to Bioinformatics; Medical Diagnostics; Law; Forensic Science; Target Recognition; Fault Diagnosis; Financial Forecasting; Probabilistic Reasoning; Prediction with Expert Advice; Neural Networks; Data Mining; and Genetic Algorithms

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