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1.

図書

図書
Tim Hendtlass, Moonis Ali (eds.)
出版情報: Berlin : Springer, c2002  xiii, 833 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2358 . Lecture notes in artificial intelligence
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Neural Networks 1
An Error Back-Propagation Artificial Neural Networks Application in Automatic Car License Plate Recognition / Demetrios Michalopoulos ; Chih-Kang Hu
Use of Artificial Neural Networks for Buffet Loads Prediction / Oleg Levinski
Computational Cost Reduction by Selective Attention for Fast Speaker Adaptation in Multilayer Perceptron / In-Cheol Kim ; Sung-Il Chien
A Comparison of Neural Networks with Time Series Models for Forecasting Returns on a Stock Market Index / Juliana Yim
Image/Speech 1
Automatic Detection of Film Orientation with Support Vector Machines / Dane Walsh ; Christian Omlin
A Generic Approach for the Vietnamese Handwritten and Speech Recognition Problems / Vu Hai Quan ; Pham Nam Trung ; Nguyen Due Hoang Ha ; Lam Tri Tin ; Hoang Kiem ; An H Nguyen
Efficient and Automatic Faces Detection Based on Skin-Tone and Neural Network Model / Bae-Ho Lee ; Kwang-Hee Kim ; Yonggwan Won ; Jiseung Nam
Efficient Image Segmentation Based on Wavelet and Watersheds for Video Objects Extraction / Jong-Bae Kim ; Hang-Joon Kim
Evolutionary and Genetic Algorithms 1
FPGA-Based Implementation of Genetic Algorithm for the Traveling Salesman Problem and Its Industrial Application / Iouliia Skliarova ; António B.Ferrari
Minimal Addition Chain for Efficient Modular Exponentiation Using Genetic Algorithms / Nadia Nedjah ; Luiza de Macedo Mourelle
An Evolutionary Algorithm for the Synthesis of RAM-Based FSMs / Valery Sklyarov
Genetic Algorithms for Design of Liquid Retaining Structure / K. W. Chau ; F. Albermani
Autonomous Agents
Modelling Crew Assistants with Multi-Agent Systems in Fighter Aircraft / Arjen Vollebregt ; Daan Hannessen ; Henk Hesselink ; Jelle Beetstra
Learning from Human Decision-Making Behaviors - An Application to RoboCup Software Agents / Ruck Thawonmas ; Junichiro Hirayama ; Fumiaki Takeda
Distributed Deadlock Detection in Mobile Agent Systems / Bruce Ashfield ; Dwight Deugo ; Franz Oppacher ; Tony White
An Agent-Based Approach for Production Control Incorporating Environmental and Life-Cycle Issues, together with Sensitivity Analysis / Elisabeth Hie Zudor ; László Monostori
Feasibility Restoration for Iterative Meta-heuristics Search Algorithms / Marcus Randall
Best Paper Candidates 1
Optimization of Pulse Pattern for a Multi-robot Sonar System Using Genetic Algorithm / George Nyauma Nyakoe ; Makoto Ohki ; Suichiro Tabuchi ; Masaaki Ohkita
The Suitability of Particle Swarm Optimisation for Training Neural Hardware / David Braendler ; Tim Hendtlass
Evolutionary Multi-objective Integer Programming for the Design of Adaptive Cruise Control Systems / Nando Laumanns ; Marco Laumanns ; Hartmut Kitterer
The Macronet Element: A Substitute for the Conventional Neuron / Gerrard Murray
Genetic Algorithm Optimisation of Mathematical Models Using Distributed Computing / S. Dunn ; S. Peucker
Best Paper Candidates 2
Genetic Algorithm Optimisation of Part Placement Using a Connection-Based Coding Method / Alan Crispin ; Paul Clay ; Gaynor Taylor ; Robert Hackney ; Tom Bayes ; David Reedman
A Fast Evolutionary Algorithm for Image Compression in Hardware / Mehrdad Salami
Automatic Speech Recognition: The New Millennium / Khalid Daoudi
Applying Machine Learning for Ensemble Branch Predictors / Gabriel H. Loh ; Dana S. Henry
A Customizable Configuration Tool for Design of Multi-part Products / Niall Murtagh
Neural Networks 2
Phase-to-Phase Wave Parameters Measurement of Distribution Lines Based on BP Networks / Fengling Han ; Xinghuo Yu ; Yong Feng ; Huifeng Dong
Learning Capability: Classical RBF Network vs. SVM with Gaussian Kernel / Rameswar Debnath ; Haruhisa Takahashi
Trading off between Misclassification, Recognition and Generalization in Data Mining with Continuous Features / Dianhui Wang ; Tharam Dillon ; Elizabeth Chang
Interacting Neural Modules / Garry Briscoe
The Application of Visualization and Neural Network Techniques in a Power Transformer Condition Monitoring System / Zhi-Hua Zhou ; Yuan Jiang ; Xu-Ri Yin ; Shi-Fu Chen
Internet Applications 1
Entrepreneurial Intervention in an Electronic Market Place / John Debenham
Intelligent Auto-downloading of Images / Vikram Natarajan ; Angela Goh
Intelligent Facilitation Agent for Online Web-Based Group Discussion System / Junalux Chalidabhongse ; Wirat Chinnan ; Piehet Weehasaethnon ; Arpakorn Tantisirithanakorn
TWIMC: An Anonymous Recipient E-mail System / Sebon Ku ; Bogju Lee ; Dongman Lee
Mental States of Autonomous Agents in Competitive and Cooperative Settings / Walid S. Saba
Expert Systems
An Expert System Application for Improving Results in a Handwritten Form Recognition System / Silvana Rossetto ; Flávio M. Varejão ; Thomas W. Rauber
A Knowledge-Based System for Construction Site Level Facilities Layout / M. Anson
A Decision-Support System to Improve Damage Survivability of Submarine / D. Lee ; J. Lee ; K. H. Lee
On the Verification of an Expert System: Practical Issues / Jorge Santos ; Zita Vale ; Carlos Ramos
DOWNSIZINGX: A Rule-Based System for Downsizing the Corporation's Computer Systems / J. L. Mitrpanont ; T. Plengpung
Credit Apportionment Scheme for Rule-Based Systems: Implementation and Comparative Study / N. M. Hewahi ; H. Ahmad
Internet Applications 2
An Adaptive Web Cache Access Predictor Using Neural Network / Wen Tian ; Ben Choi ; Vir V. Phoha
A Designated Bid Reverse Auction for Agent-Based Electronic Commerce / Tokuro Matsuo ; Takayuki Ito
Design of a Fuzzy Usage Parameter Controller for Diffserv and MPLS / K. K. Phang ; S. H. Lim ; M. Hj. Yaaeob ; T. C. Ling
A Tool for Extension and Restructuring Natural Language Question Answering Domains / Boris Galitsky
Effective Retrieval of Information in Tables on the Internet / Sung-Won Jung ; Kyung-Hee Sung ; Tae-Won Park ; Hyuk-chul Kwon
Evolutionary and Genetic Algorithms 2
A Fitness Estimation Strategy for Genetic Algorithms
Derivation of L-system Models from Measurements of Biological Branching Structures Using Genetic Algorithms / Bian Runqiang ; Phoebe Chen ; Kevin Burrage ; Jim Hanan ; Peter Room ; John Belward
Evolving a Schedule with Batching, Precedence Constraints, and Sequence-Dependent Setup Times: Crossover Needs Building Blocks / Paul J. Darwen
The Development of the Feature Extraction Algorithms for Thai Handwritten Character Recognition System / S. Kiwprasopsak
Route Planning Wizard: Basic Concept and Its Implementation / Teruaki Ito
AI Applications
The Design and Implementation of Color Matching System Based on Back Propagation / HaiYi Zhang ; JianDong Bi ; Barbro Back
Component-Oriented Programming as an AI-Planning Problem / Debasis Mitra ; Walter P. Bond
Dynamic CSPs for Interval-Based Temporal Reasoning / Malek Mouhoub ; Jonathan Yip
Efficient Pattern Matching of Time Series Data / Sangjun Lee ; Dongseop Kwon ; Sukho Lee
A Multi-attribute Decision-Making Approach toward Space System Design Automation through a Fuzzy Logic-Based Analytic Hierarchical Process / Michelle Lavagna ; Amalia Ercoli Finzi
Best Paper Candidates 3
A Case Based System for Oil and Gas Well Design / Simon Kravis ; Rosemary Irrgang
Ant Colony Optimisation Applied to a Dynamically Changing Problem / Daniel Angus
A GIS-Integrated Intelligent System for Optimization of Asset Management for Maintenance of Roads and Bridges / M. D. Salim ; T. Strauss ; M. Emch
A Unified Approach for Spatial Object Modelling and Map Analysis Based on 2nd Order Many-Sorted Language / Oscar Luiz Monteiro de Farias ; Sueli Bandeira Teixeira Mendes
Training and Application of Artificial Neural Networks with Incomplete Data / Zs. J. Viharos ; L. Monostori ; T. Vincze
Knowledge Processing
Message Analysis for the Recommendation of Contact Persons within Defined Subject Fields / Frank Heeren ; Wilfried Sihn
An Intelligent Knowledge Processing System on Hydrodynamics and Water Quality Modeling / C.Cheng ; Y. S. Li ; C. W. Li ; O. Wai
Uncertainty Management and Informational Relevance / M. Chachoua ; D. Pacholczyk
Potential Governing Relationship and a Korean Grammar Checker Using Partial Parsing / Mi-young Kang ; Su-ho Park ; Ae-sun Yoon
Image/Speech 2
On-Line Handwriting Character Recognition Using Stroke Information / Jungpil Shin
Face Detection by Integrating Multiresolution-Based Watersheds and a Skin-Color Model / Su-Woong Jung
Social Interaction of Humanoid Robot Based on Audio-Visual Tracking / Hiroshi G. Okuno ; Kazuhiro Nakadai ; Hiroaki Kitano
Hybrid Confidence Measure for Domain-Specific Keyword Spotting / Jinyoung Kim ; Joohun Lee ; Seungho Choi
Model Based Reasoning
Model-Based Debugging or How to Diagnose Programs Automatically / Franz Wotawa ; Markus Stumptner ; Wolfgang Mayer
On a Model-Based Design Verification for Combinatorial Boolean Networks / Satoshi Hiratsuka ; Akira Fusaoka
Optimal Adaptive Pattern Matching / Luiza de Maeedo Mourelle
Analysis of Affective Characteristics and Evaluation of Harmonious Feeling of Image Based on 1/f Fluctuation Theory / Mao Xia ; Chen Bin ; Zhu Gang ; Muta Itsuya
Adaptive Control
Collective Intelligence and Priority Routing in Networks / Bernard Pagurek
An Agent-Based Approach to Monitoring and Control of District Heating Systems / Fredrik Wernstedt ; Paul Davidsson
Using Machine Learning to Understand Operator's Skill / Ivan Bratko ; Dorian Šue
Reactive Load Control of Parallel Transformer Operations Using Neural Networks / Fakhrul Islam ; Baikunth Nath ; Joarder Kamruzzaman
Author Index
Neural Networks 1
An Error Back-Propagation Artificial Neural Networks Application in Automatic Car License Plate Recognition / Demetrios Michalopoulos ; Chih-Kang Hu
Use of Artificial Neural Networks for Buffet Loads Prediction / Oleg Levinski
2.

図書

図書
edited by Haya Hirsh and Steve Chien
出版情報: Menlo Park, CA : AAAI Press, c2001  xiii, 97 p. ; 28 cm
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3.

図書

図書
Matthias Jarke, Jana Koehler, Gerhard Lakemeyer (eds.)
出版情報: Berlin : Springer, c2002  xiii, 326 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2479 . Lecture notes in artificial intelligence
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Natural Language
LIGHT - A Constraint Language and Compiler System for Typed-Unification Grammars / Liviu Ciortuz
Phrase-Based Statistical Machine Translation / Richard Zens ; Franz Josef Och ; Hermann Ney
Compiling Dynamic Agent Conversations / Pierre Bonzon
Machine Learning - Combined Approaches
Dynamic Pricing of Information Products Based on Reinforcement Learning: A Yield-Management Approach / Michael Schwind ; Oliver Wendt
Incremental Fuzzy Decision Trees / Marina Guetova ; Steffen Holldobler ; Hans-Peter Storr
Learning from Multiple Bayesian Networks for the Revision and Refinement of Expert Systems / Michael Borth
Knowledge Representation, Semantic Web, AI Planning
On the Problem of Computing Small Representations of Least Common Subsumers / Franz Baader ; Anni-Yasmin Turhan
Approximate Information Filtering on the Semantic Web / Heiner Stuckenschmidt
ParleE: An Adaptive Plan Based Event Appraisal Model of Emotions / The Duy Bui ; Dirk Heylen ; Mannes Poel ; Anton Nijholt
Integrating Function Application in State-Based Planning / Ute Schmid ; Marina Muller ; Fritz Wysotzki
Machine Learning - Neural Networks
Fast Winner-Takes-All Networks for the Maximum Clique Problem / Brijnesh J. Jain
Augmenting Supervised Neural Classifier Training Using a Corpus of Unlabeled Data / Andrew Skabar
Learning of Class Descriptions from Class Discriminations: A Hybrid Approach for Relational Objects / Peter Geibel ; Kristina Schädler
Logic Programming - Theorem Proving - Model Checking
The Well-Founded Semantics Is a Stratified Fitting Semantics / Pascal Hitzler ; Matthias Wendt
Axiomatization of Finite Algebras / Jochen Burghardt
Algorithms for Guiding Clausal Temporal Resolution / M. Carmen Fernandez Gago ; Michael Fisher ; Clare Dixon
Vision and Spatial Reasoning
Axiom - A Modular Visual Object Retrieval System / Jochen Wickel ; Pablo Alvarado ; Peter Dorfler ; Thomas Kruger ; Karl-Friedrich Kraiss
Representation of Behavioral Knowledge for Planning and Plan-Recognition in a Cognitive Vision System / Michael Arens ; Hans-Hellmut Nagel
Qualitative Velocity and Ball Interception / Frieder Stolzenburg ; Oliver Obst ; Jan Murray
Spatial Inference - Learning vs. Constraint Solving / Carsten Gips ; Petra Hofstedt
Invited Presentations
From Simulated Dialogues to Interactive Performances with Virtual Actors / Elisabeth Andre
Time, Knowledge, and Cooperation: Alternating-Time Temporal Epistemic Logic and Its Applications / Michael Wooldridge
Semantic Web Enabled Web Services / Dieter Fensel
DFG Priority Programs
DFG Priority Program RoboCup (SPP-1125): Cooperating Teams of Mobile Robots in Dynamic Environments / Thomas Christaller
DFG Priority Program (SPP-1083): Intelligent Agents and Realistic Commercial Application Scenarios / Stefan Kirn
DFG Priority Program (SPP-1077): Socionics - Investigating and Modelling Artificial Societies / Thomas Malsch
Author Index
Natural Language
LIGHT - A Constraint Language and Compiler System for Typed-Unification Grammars / Liviu Ciortuz
Phrase-Based Statistical Machine Translation / Richard Zens ; Franz Josef Och ; Hermann Ney
4.

図書

図書
Jacques Calmet ... [et al.] (eds.)
出版情報: Berlin : Springer, c2002  xi, 341 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2385 . Lecture notes in artificial intelligence
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Invited Talks
Constraint Acquisition / Eugene C. Freuder
Expressiveness and Complexity of Full First-Order Constraints in the Algebra of Trees / Alain Colmerauer
Deduction versus Computation: The Case of Induction / Eric Deplagne ; Claude Kirchner
Integration of Quantifier Elimination with Constraint Logic Programming / Thomas Sturm
AISC Regular Talks
Towards a Hybrid Symbolic/Numeric Computational Approach in Controller Design / Madhu Chetty
Inductive Synthesis of Functional Programs / Emanuel Kitzelmann ; Ute Schmid ; Martin Muhlpfordt ; Fritz Wysotzki
A Symbolic Computation-Based Expert System for AlzheimerÆs Disease Diagnosis / Begoña Herrero ; Luis M. Laita ; Eugenio Roanes-Lozano ; Víctor Maojo ; Luis de Ledesma ; José Crespo ; Laura Laita
On a Generalised Logicality Theorem / Marc Aiguier ; Diane Bahrami ; Catherine Dubois
Using Symbolic Computation in an Automated Sequent Derivation System for Multi-valued Logic / Elena Smirnova
The Wright ? Function / Robert M. Corless ; D.J. Jeffrey
Multicontext Logic for Semigroups of Contexts / RolfNossum ; Luciano Serafini
Indefinite Integration as a Testbed for Developments in Multi-agent Systems / J.A. Campbell
Expression Inference - Genetic Symbolic Classification Integrated with Non-linear Coefficient Optimisation / Andrew Hunter
A Novel Face Recognition Method / Li Bai ; Yihui Liu
Non-commutative Logic for Hand-Written Character Modeling / Jacqueline Castaing
From Numerical to Symbolic Data during the Recognition of Scenarii / S. Loriette-Rougegrez
On Mathematical Modeling of Networks and Implementation Aspects / Regina Bernhaupt ; Jochen Pfalzgraf
Continuous First-Order Constraint Satisfaction / Stefan Ratschan
Coloring Algorithms for Tolerance Graphs: Reasoning and Scheduling with Interval Constraints / Martin Charles Golumbic ; AssafSiani
A Genetic-Based Approach for Satisfiability Problems / Mohamed Tounsi
On Identifying Simple and Quantified Lattice Points in the 2SAT Polytope / K. Subramani
Calculemus Regular Talks
Integrating Boolean and Mathematical Solving: Foundations, Basic Algorithms, and Requirements / Gilles Audemard ; Piergiorgio Bertoli ; Alessandro Cimatti ; Artur Kornilowicz ; Roberto Sebastiani
The Meaning of Infinity in Calculus and Computer Algebra Systems / Michael Beeson ; Freek Wiedijk
Making Conjectures about Maple Functions / Simon Colton
Employing Theory Formation to Guide Proof Planning / Andreas Meier ; Volker Sorge
Unification with Sequence Variables and Flexible Arity Symbols and Its Extension with Pattern-Terms / Temur Kutsia
Combining Generic and Domain Specific Reasoning by Using Contexts / Silvio Ranise
Inductive Theorem Proving and Computer Algebra in the MathWeb Software Bus / Jurgen Zimmer ; Louise A. Dennis
Yacas: A Do-It-Yourself Symbolic Algebra Environment / Ayal Z. Pinkus ; Serge Winitzki
Focus Windows: A New Technique for Proof Presentation / Florina Piroi ; Bruno Buchberger
Author Index
Invited Talks
Constraint Acquisition / Eugene C. Freuder
Expressiveness and Complexity of Full First-Order Constraints in the Algebra of Trees / Alain Colmerauer
5.

図書

図書
Sven Koenig, Robert C. Holte (eds.)
出版情報: Berlin : Springer, c2002  xi, 346 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2371 . Lecture notes in artificial intelligence
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6.

図書

図書
Andreas Birk, Silvia Coradeschi, Satoshi Tadokoro (eds.)
出版情報: Berlin : Springer, c2002  xix, 763 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2377 . Lecture notes in artificial intelligence
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7.

図書

図書
José R. Dorronsoro (ed.)
出版情報: Berlin ; Tokyo : Springer, c2002  xxviii, 1382 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2415
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8.

図書

図書
Mitsuru Ishizuka, Abdul Sattar (eds.)
出版情報: Berlin : Springer, c2002  xx, 623 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2417 . Lecture notes in artificial intelligence
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Invited Talks
Commercial Applications of Machine Learning for Personalized Wireless Portals / Michael J. Pazzani
Learning, Collecting, and Using Ontological Knowledge for NLP / Eduard Hovy
Hidden Variables in Knowledge Representation / Norman Y. Foo
Intellimedia Systems: Research and Applications at the Intersection of Multimedia and Artificial Intelligence / Thomas Rist
Integration of Multimedia and Art for New Human-ComputerCommunications / Ryohei Nakatsu
Logic and AI Foundation
R-UNSEARCHMO: A Refinement on UNSEARCHMO / Yuyan Chao ; Norimitsu Kawana ; Lifeng He ; Tsuyoshi Nakamura ; Hidenori Itoh
Deontic Relevant Logic: A Strong Relevant Logic Approach to Removing Paradoxes from Deontic Logic / Takahiro Tagawa ; Jingde Cheng
Solving the Ramification Problem: Causal Propagation in an Argumentation-Theoretic Approach / Quoc Bao Vo
Representation and Reasoning of Actions
Representing Actions over Dynamic Domains / Yan Zhang
Consistency of Action Descriptions / Dongmo Zhang ; Samir Chopra
Solving Factored MDPs with Large Action Space Using Algebraic Decision Diagrams / Kee-Eung Kim ; Thomas Dean
Dynamic Fuzziness / Andrzej Buller
Constraint Satisfaction
Distributed Reinforcement of Arc-Consistency / Ahlem Ben Hassine ; Khaled Ghédira
Parallel Execution of Stochastic Search Procedures on Reduced SAT Instances / Wenhui Zhang ; Zhuo Huang ; Jian Zhang
Two Transformations of Clauses into Constraints and Their Properties for Cost-Based Hypothetical Reasoning / Yutaka Matsuo ; Mitsuru Ishizuka
Foundations for Agents
Hidden Markov Modeling for Multi-agent Systems / Noda Itsuki
Modelling PRS-Like Agents' Mental States / Wayne Wobcke
Genetic Algorithm and Social Simulation / Pinata Winoto
Foundations for Learning
Adaptive Directed Acyclic Graphs for Multiclass Classification / Boonserm Kijsirikul ; Nitiwut Ussivakul ; Surapant Meknavin
Network Optimization through Learning and Pruning in Neuromanifold / Hyunjin Lee ; Hyeyoung Park ; Yillbyung Lee
DIC: A Novel Discrete Incremental Clustering Technique for the Derivation of Fuzzy Membership Functions / W.L. Tung ; C. Quek
Reinforcement Learning
Application of Episodic Q-Learning to a Multi-agent Cooperative Task / Akira Ito
LC-Learning: Phased Method for Average Reward Reinforcement Learning - Analysis of Optimal Criteria - / Taro Konda ; Tomohiro Yamaguchi
LC-Learning: Phased Method for Average Reward Reinforcement Learning - Preliminary Results - / Shinjiro Tensyo
Knowledge Acquisition and Management
Extension of the RDR Method That Can Adapt to Environmental Changes and Acquire Knowledge from Both Experts and Data / Takuya Wada ; Tetsuya Yoshida ; Hiroshi Motoda ; Takashi Washio
Case Generation Method for Constructing an RDR Knowledge Base / Keisei Fujiwara
Data Mining and Knowledge Discovery
Association Rules Using Rough Set and Association Rule Methods / Defit Sarjon ; Noor Md Sap Mohd
Change-Point Estimation Using New Minimum Message Length Approximations / Leigh J. Fitzgibbon ; David L. Dowe ; Lloyd Allison
Knowledge Discovery from Structured Data by Beam-Wise Graph-Based Induction / Takashi Matsuda
Neural Network Learning
BackPOLE: Back Propagation Based on Objective Learning Errors
A Method on Improvement of the Online Mode Error Backpropagation Algorithm for Pattern Recognition / Tae-Seung Lee ; Ho-Jin Choi ; Young-Kil Kwag ; Byong-Won Hwang
Optimizing a Multiple Classifier System / Hirotaka Inoue ; Hiroyuki Narihisa
Learning for Robots
Generalization of Iterative Learning Control for Multiple Desired Trajectories in Robotic Systems / M. Arif ; T. Ishihara ; H. Inooka
Learning Topological Maps from Sequential Observation and Action Data under Partially Observable Environment / Takehisa Yairi ; Masahito Togami ; Koichi Hori
A Saliency Map Model for Active Perception Using Color Information and Local Competitive Mechanism / Kyungjoo Cheoi
Generation of Optimal Biped Walking for Humanoid Robot by Co-evolving Morphology and Controller / Ken Endo ; Funinori Yamasaki ; Takashi Maeno ; Hiroaki Kitano
Multi-agent Applications
Multi-agent Coordination in Planning / Jeroen Valk ; Cees Witteveen
A Multi-agent Based Approach to the Inventory Routing Problem / Yizhi Lao ; Hon Wai Leong
An Agent-Based Hybrid Intelligent System for Financial Investment Planning / Zili Zhang ; Chengqi Zhang
Socially Intelligent Aerial Combat Simulator / Henry Hexmoor ; Xin Zhang
Bayesian Network
Construction of Large-Scale Bayesian Networks by Local to Global Search / Kyu-Baek Hwang ; Jae Won Lee ; Seung-Woo Chung ; Byoung-Tak Zhang
Using Bayesian Networks with Hidden Nodes to Recognise Neural Cell Morphology / Jung-Wook Bang ; Duncan Gillies
Recognizing 100 Speakers Using Homologous Naive Bayes / Hung-Ju Huang ; Chun-Nan Hsu
Document Analysis and Categorization
An Approach to Microscopic Clustering of Terms and Documents / Akiko Aizawa
Effective Methods for Improving Naive Bayes Text Classifiers / Sang-Bum Kim ; Hae-Chang Rim ; DongSuk Yook ; Heui-Seok Lim
Efficiently Clustering Documents with Committees / Patrick Pantel ; Dekang Lin
Topic Extraction from Text Documents Using Multiple-Cause Networks / Jeong-Ho Chang ; Yuseop Kim
A Comparative Study on Statistical Machine Learning Algorithms and Thresholding Strategies for Automatic Text Categorization / Kang Hyuk Lee ; Judy Kay ; Byeong Ho Kang ; Uwe Rosebrock
PATI: An Approach for Identifying and Resolving Ambiguities / Sung-Dong Kim
Internet/Web Intelligence and Bioinformatics
Extracting User Profiles from E-mails Using the Set-Oriented Classifier / Sebon Ku ; Bogju Lee ; Eunyong Ha
Wrapper Generation by Using XML-Based Domain Knowledge for Intelligent Information Extraction / Jaeyoung Yang ; Jungsun Kim ; Kyoung-Goo Doh ; Joongmin Choi
Modified PrefixSpan Method for Motif Discovery in Sequence Databases / Hajime Kitakami ; Tomoki Kanbara ; Yasuma Mori ; Susumu Kuroki ; Yukiko Yamazaki
A Multi-agent Bioinformatics Integration System with Adjustable Autonomy / Konstantinos Karasavvas ; Albert Burger ; Richard Baldock
Intelligent Learning Environments
Using Case-Based Reasoning Approach in Planning Instructional Activities / Rhodora L. Reyes ; Raymund C. Sison
Feature Construction for Student Group Forming Based on Their Browsing Behaviors in an E-learning System / Tiffany Y. Tang ; Keith C. Chan
Web-Based Tutoring System for Computer Security / Chong-woo Woo ; Jin-woo Choi
Face Recognition
A Simple Illumination Normalization Algorithm for Face Recognition / Jaepil Ko ; Eunju Kim ; Hyeran Byun
A Self-Adaptive Architecture and Its Application to Robust Face Identification / Paul Robertson ; Robert Laddaga
Multimedia and Emotion
Realizing Audio-Visually Triggered ELIZA-Like Non-verbal Behaviors / Hiroshi G. Okuno ; Kazuhiro Nakadai
Audio-to-Visual Conversion Using Hidden Markov Models / Soonkyu Lee
Scripting the Bodies and Minds of Life-Like Characters / Helmut Prendinger ; Sylvain Descamps
An Affective Decision Making Agent Architecture Using Emotion Appraisals / Penny Baillie ; Dickson Lukose
Poster Papers
Logic Programming for Agents / Hisashi Hayashi ; Kenta Cho ; Akihiko Ohsuga
Evolutionary Multi-agents System for Prediction of Social Behavior in Large Cities / Marie Piron ; Alain Cardon ; Christophe Cambier
Agent-Based Cooperative Distributed Tutoring Systems / Elhadi Shakshuki ; Trang Dang
A Computational Model of Reasoning as Socially-Constructed Process / Ruediger Oehlmann
Managing Information Complexity of Supply Chains via Agent-Based Genetic Programming / Ken Taniguchi ; Setsuya Kurahashi ; Takao Terano
Semantic Integration of E-business Models Based on Multi-layered Repository / Noriaki Izumi ; Takahira Yamaguchi
Randomization and Uncertain Inference / Henry E. Kyburg ; Choh Man Teng
Checkers Strategy Evolution with Speciated Neural Networks / Kyung-Joong Kim ; Sung-Bae Cho
Generation and Optimization of Fuzzy Neural Network Structure / Zbigniew Świ&acedil;tnicki ; Vladimír Olej
FuzzyDrive: A Fuzzy Rule-Based Auto Pilot System
Implementing NRDR Using OO Database Management System (OODBMS) / Ghassan Beydoun ; Lina Al-Jadir
Using Ripple Down Rules for Actions and Planning / Rex B.H. Kwok
A Generative Dependency Grammar / Stefan Diaconescu
Indonesian Morphological Parser with Minimum Connectivity Cost to Solve Ambiguities / Mohammad Teduh Uliniansyah ; Shun Ishizaki ; Kiyoko Uchiyama
Target Word Selection Using WordNet and Data-Driven Models in Machine Translation
A Study on Using Natural Language as a Computer Communication Protocol / Ichiro Kobayashi ; Michiaki Iwazume ; Shino Iwashita ; Toru Sugimoto ; Michio Sugeno
Automatic Indexing Based on Term Activities / Naohiro Matsumura ; Yukio Ohsawa
Answer Extraction by Flexible Matching, Filtering, and Interpretation / Kyung-Soon Lee ; Jae-Ho Kim ; Key-Sun Choi
A Statistical Identification and Verification Method for Biometrics / Kwanyong Lee
Proposal of a Multimodal Dialogue Description Language / Masahiro Araki ; Kiyoshi Ueda ; Masashi Akita ; Takuya Nishimoto ; Yasuhisa Niimi
Image Classification by Web Images / Keiji Yanai
Real-Time Face Detection and Tracking Using PCA and NN / Chang-Woo Lee ; Yeon-Chul Lee ; Sang-Yong Bak ; Hang-Joon Kim
A Wrapper-Based Approach to Robot Learning Concepts from Images / Nicolas Bredeche ; Jean-Daniel Zucker ; Yann Chevaleyre
An Effective HMM-Based Intrusion Detection System with Privilege Change Event Modeling / Hyuk-Jang Park
A Method on Improving of Enrolling Speed for the MLP-Based Speaker Verification System through Reducing Learning Data / Seung-Hoe Choi
Syntactic Representations of Semantic Merging Operations / Thomas Meyer ; Aditya Ghose
Author Index
Invited Talks
Commercial Applications of Machine Learning for Personalized Wireless Portals / Michael J. Pazzani
Learning, Collecting, and Using Ontological Knowledge for NLP / Eduard Hovy
9.

図書

図書
Donia Scott (ed.)
出版情報: Berlin ; Tokyo : Springer, c2002  x, 278 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2443 . Lecture notes in artificial intelligence
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目次情報: 続きを見る
Multimodal Speech Synthesis: Improving Information Flow in Dialogue Systems Using 3D Talking Heads / David House ; Björn Granström
Efficient Relational Learning from Sparse Data / LuboÜ Popelínský
Efficient Instance Retraction / E.N. Smirnov ; I.G. Sprinkhuizen-Kuyper ; H.J. van den Herik
Learning Patterns in Multidimensional Space Using Interval Algebra / A. Osmani
A Machine Learning Approach to Automatic Production of Compiler Heuristics / Antoine Monsifrot ; François Bodin ; René Quiniou
Using Failed Local Search for SAT as an Oracle for Tackling Harder A.I. Problems More Efficiently / E ric Grégoire ; Bertrand Mazure ; Lakhdar Sais
A Heuristic for Planning Based on Action Evaluation / Dimitris Vrakas ; Ioannis Vlahavas
WHAT: Web-Based Haskell Adaptive Tutor / Natalia Lopez ; Manuel Núñez ; Ismael Rodríguez ; Fernando Rubio
Decomposing and Distributing Configuration Problems / Diego Magro ; Pietro Torasso
Direct Adaptive Neural Control with Integral-Plus-State Action / Ieroham Baruch ; Alfredo del Carmen Martinez Q. ; Ruben Garrido ; Boyka Nenkova
ILP Techniques for Free-Text Input Processing / Svetla Boytcheva
A Dempster-Shafer Approach to Physical Database Design / Sunil Choenni ; Henk Blanken
Technical Documentation: An Integrated Architecture for Supporting the Author in Generation and Resource Editing / Nestor Miliaev ; Alison Cawsey ; Greg Michaelson
Optimistic vs. Pessimistic Interpretation of Linguistic Negation / Daniel Pacholczyk ; Mohamed Quafafou ; Laurent Garcia
Left Corner Parser for Tree Insertion Grammars / Vicente Carrillo ; Victor J. Diaz
Bulgarian Noun - Definite Article in DATR / Velislava Stoykova
A Methodology to Solve Optimisation Problems with MAS Application to the Graph Colouring Problem / Gaële Simon ; Marianne Flouret ; Bruno Mermet
OCOA: An Open, Modular, Ontology Based Autonomous Robotic Agent Architecture / Feliciano Manzano Casas ; L.A. García
A Replanning Algorithm for a Reactive Agent Architecture / Guido Boella ; Rossana Damiano
A Broker Approach for Multi-agent Scheduling / S.L.M. Lin
Recognition of Common Areas in a Web Page Using a Visualization Approach / MiloÜ Kovačević ; Michelangelo Dilligenti ; Marco Gori ; Veljko Milutinović
A Neural Approach to Abductive Multi-adjoint Reasoning / Jesús Medina ; Enrique Mérida-Casermeiro ; Manuel Ojeda-Aciego
Restricted &Increment;-Trees in Multiple-Valued Logics / I.P. de Guzmán ; A. Valverde
Knowledge Management in Expert System Creator / Daniel Pop ; Viorel Negru
Towards Semantic Goal-Directed Forward Reasoning in Resolution / Seungyeob Choi
Do What We Do to Find What You Want / Christo Dichev
Adapting a Robust Multi-genre NE System for Automatic Content Extraction / Diana Maynard ; Hamish Cunningham ; Kalina Bontcheva ; Marin Dimitrov
The Semantic Web: A Killer App for AI? / Carole Goble
Author Index
Multimodal Speech Synthesis: Improving Information Flow in Dialogue Systems Using 3D Talking Heads / David House ; Björn Granström
Efficient Relational Learning from Sparse Data / LuboÜ Popelínský
Efficient Instance Retraction / E.N. Smirnov ; I.G. Sprinkhuizen-Kuyper ; H.J. van den Herik
10.

図書

図書
Alessandro Armando (ed.)
出版情報: Berlin : Springer-Verlag, c2002  viii, 254 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2309 . Lecture notes in artificial intelligence
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