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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
Lȧszlo︠ Monostori, Jo︠zsef Vȧncza, Moonis Ali (eds.)
出版情報: Berlin : Springer, c2001  xviii, 951 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2070 . Lecture notes in artificial intelligence
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Search
Solving Network Synthesis Problems Using Ant Colony Optimisation / M. Randall ; E. Tonkes
A Combined Swarm Differential Evolution Algorithm for Optimization Problems / T. Hendtlass
An Evolutionary Optimum Searching Tool / Z. Tóth ; G. Kókai
Value Prediction in Engineering Applications / G. Ziegler ; Z. Palotai ; T. Cinkler ; P. Arató ; A. Lörincz
Scatter Search with Random Walk Strategy for SAT and MAX-W-SAT Problems / H. Drias ; M. Khabzaoui
Move Ordering Using Neural Networks / L. Kocsis ; J. Uiterwijk ; J. van den Herik
Knowledge Representation
Why Use a Unified Knowledge Representation? / J. Debenham
Lazy Knowledge Base Update / W. &Lstroke;ukaszewicz ; E. Madalińska-Bugaj
On the Computational Aspect of Rule Based Database Updates / Y. Bai ; Y. Zhang
Building an Information and Knowledge Fusion System / T. Meszdros ; Z. Barczikay ; F. Bodon ; T.P. Dobrowiecki ; G. Strausz
Hierarchical Approach for Engineering Skills Acquisition / M.S. Levin
Dealing with Information in the Different Styles Together - Skill Inheritance and Integration of Information / S. Ohsuga ; N. Ueda
Knowledge Modelling in Support of Knowledge Management / R. Kende
A New Approach in Object-Based Knowledge Representation: The AROM System / M. Page ; J. Gensel ; D. Bardou ; C. Capponi ; C. Bruley ; V. Dupierris ; P. Genoud ; D. Ziébelin
Ontology Integration Tasks in Business-to-Business E-Commerce / B. Omelayenko
Model-Based Reasoning
Using Multiple Models for Debugging VHDL Designs / F. Wotawa
Lessons Learned from Diagnosing Dynamic Systems Using Possible Conflicts and Quantitative Models / B. Pulido ; C. Alonso ; F. Acebes
Intelligent Assumption Retrieval from Process Models by Model-Based Reasoning / R. Lakner ; K.M. Hangos
A Knowledge Model for Automatic Configuration of Traffic Messages / M. Molina ; M. Robledo
Machine Learning
Information Extraction from HTML: Combining XML and Standard Techniques for IE from the Web / L. Xiao ; D. Wissmann ; M. Brown ; S. Jablonski
Flexible Similarity Assessment for XML Documents Based on XQL and Java Reflection / D. Bühler ; W. Küchlin
Where to Position the Precision in Knowledge Extraction from Text
Generation of Similarity Measures from Different Sources / B. Stein ; O. Niggemann
SNN: A Supervised Clustering Algorithm / J.S. Aguilar ; R. Ruiz ; J.C. Riquelme ; R. Giráldez
An Eager Regression Method Based on Best Feature Projections / T. Aydin ; H.A. Güvenir
On the Relationship between Learning Capability and the Boltzmann-Formula / P. Stefán ; L. Monostori
Data Mining
A View Selection Tool for Multidimensional Databases / H.M. Jamil ; G.A. Modica
Inductive Learning of a Knowledge Dictionary for a Text Mining System / S. Sakurai ; Y. Ichimura ; A. Suyama ; R. Orihara
Combining Symbolic and Numeric Techniques for DL Contents Classification and Analysis / Y. Toussaint ; J.-C. Lamirel
Soft Computing
Neural Learning from Unbalanced Data Using Noise Modeling / H. Guo ; Y.L. Murphey
Neural Modeling of an Industrial Process with Noisy Data / P. Berényi ; J. Valyon ; G. Horváth
Enhanced Artificial Neurons for Network Applications / G. Murray
Time Delay Neural Networks Designed Using Genetic Algorithms for Short Terms Inter-City Traffic Forecasting / P. Lingras ; P. Mountford
An Efficient Hardware Implementation of Feed-Forward Neural Networks / T. Szabó
MAPS: A Method for Identifying and Predicting Aberrant Behavior in Time Series / E. Kotsakis ; A. Wolski
Comparisons of QP and LP Based Learning from Empirical Data / V. Kecman ; T. Arthanari
A Fuzzy Cognitive Map Based on the Random Neural Model / J. Aguilar
Synthetic Damage Assessment for RC Structure Based on Fuzzy Logic / C.-H. Tsai ; D.-S. Hsu
Genetic Algorithm for Fuzzy Logical Equations Solving in Diagnostic Expert Systems / A. Rotshtein ; H. Rakytyanska
Diagnosis Based on Genetic Algorithms and Fuzzy Logic in NPPs / Y. Zhou ; X. Fang ; B. Zhao
Vagueness in Spatial Data: Rough Set and Egg-Yolk Approaches / T. Beaubouef ; F. Petry
Evolutionary Algorithms
Dynamic Trait Expression for Multiploid Individuals of Evolutionary Algorithms / C. Woodward
A Genetic and Evolutionary Programming Environment with Spatially Structured Populations and Built-In Parallelism / M. Rocha ; F. Pereira ; S. Afonso ; J. Neves
Genetic and Evolutionary Algorithms for Time Series Forecasting / P. Cortez
Layout of Two Dimensional Irregular Shapes Using Genetic Algorithms / R. M'hallah ; A. Bouziri ; W. Jilani
An Application of Genetic Algorithms to Course Scheduling at the United States Army War College / J.J. Donlon
Separation Surfaces through Genetic Programming
Distributed Problem Solving
Distributed Configuration as Distributed Dynamic Constraint Satisfaction / A. Felfernig ; G. Friedrich ; D. Jannach ; M. Zanker|P434
Representation Choice Methods as the Tool for Solving Uncertainty in Distributed Temporal Database Systems with Indeterminate Valid Time / N.T. Nguyen
Checkpoint-Recovery for Mobile Intelligent Networks / Y. Morita ; H. Higaki
Expert Systems
Automotive Product Documentation / A. Kaiser
The Design and Implementation of a Traffic Accident Analysis System / H. Zhang ; B. Back ; W.L. Zhou
Decision Support System for Shadow Mask Development Using Rule and Case / H. Jin ; M. Kim ; S. Jung ; K. Shon ; H. Ha ; B. Ye ; J. Jo
An Expert System for Ironmaking / J. Tuya ; E. Diaz ; M. Hermida ; J.A.L. Brugos ; A. Neira ; A. Alguero ; F. Obeso
Pattern and Speech Recognition, Vision
Short Circuit Detection on Printed Circuit Boards during the Manufacturing Process by Using an Analogic CNN Algorithm / T. Hidvégi ; P. Szolgay
Application of Feature Transformation and Learning Methods in Phoneme Classification / A. Kocsor ; L. Tóth ; L. Felföldi
A Smart Machine Vision System for PCB Inspection / T.Q. Chen ; J. Zhang
Language Processing
Linguistic and Logical Tools for an Advanced Interactive Speech System in Spanish / J. Álvarez ; V. Arranz ; N. Castell ; M. Civit
Selecting a Relevant Set of Examples to Learn IE-Rules / J. Turmo ; H. Rodríguez
An Environment for Formal Specification and Verification of Lingware / B. Gargouri ; M. Jmaiel ; A. Ben Hamadou
Sentence Analysis by Case-Based Reasoning / F. Chakkour
Topic Detection Using Lexical Chains / Y. Chali
Planning and Scheduling
A Mixed Closure-CSP Method to Solve Scheduling Problems / M.I. Alfonso Galipienso ; F. Barber Sanchís
Decentralized Autonomous FMS Control by Hypothetical Reasoning Including Discrete Simulator / H. Yamamoto ; E. Marui
Distributed Learning and Control for Manufacturing Systems Scheduling / J. Hong ; V. Prabhu
An Agent for Providing the Optimum Cycle Length Value in Urban Traffic Areas Constrained by Soft Temporal Deadlines / L.A. García ; F. Toledo
Interactive Modeling for Batch Simulation of Engineering Systems: A Constraint Satisfaction Problem / D. Mitra
Approaches to Increase the Performance of Agent-Based Production Systems / B. Kádár
Scheduling of Production Using the Multi-agent Approach by Hierarchical Structure / B. Frankovic ; T.T. Dang
Optimization of Disassembly Sequences for Recycling of End-of-Life Products by Using a Colony of Ant-Like Agents / F. Failli ; G. Dini
Robotics
Sound and Visual Tracking for Humanoid Robot / H.G. Okuno ; K. Nakadai ; T. Lourens ; H. Kitano
Developing a Mobile Robot Control Application with CommonKADS-RT / M. Henao ; J. Soler ; V. Botti
Intelligent Control of Mobile Robot during Autonomous Inspection of Welding Damage Based on Genetic Algorithm / D.-Y. Ju ; S. Kushida
Machine Learning for Car Navigation / D. Mitrovic
Autonomous Agents
Implementing Agent Management Using Conversation Patterns and Role Theory / C. Stergiou ; G. Arys
An Approach to Coalition Formation Using Argumentation-Based Negotiation in Multi-agent Systems / H. Hattori ; T. Ito ; T. Ozono ; T. Shintani
A Negotiation Model to Support Material Selection in Concurrent Design / R. Barker ; L. Holloway ; A. Meehan
An XML-Based Language for Coordination Protocol Description in Multi-agent System / M. Weiliang ; S. Huanye ; Dingpeng
A Distributed Multi-agent Model for Value Nets / C. Dodd ; S.R.T. Kumara
Norms for DLP Agents Working in a Warehouse Scenario / I.A. Letia ; F. Craciun ; Z. Köpe
Design
A Methodology for Reliable Systems Design / J. Solano-Soto ; L.E. Sucar
Intelligent Support for Interactive Configuration of Mass-Customized Products / M. Zanker
Knowledge Decomposition for Conceptual Product Design: An Approach to Develop Specific Domain Expert Systems for Supporting Concurrent Engineering Projects / R. Hermes de Araúijo ; O. Possamai ; L.D. Valentina
Control
Intelligent Control Synthesis of Manufacturing Systems / F. Čapkovič ; P. Capkovic
A Knowledge Based System for the Maintenance of Chemical Plants and Its Implementation Using OPTRANS / G. Pieri ; M.R. Klein ; M. Milanese
Different Kinds of Neural Networks in Control and Monitoring of Hot Rolling Mill / L. Cser ; J. Gulyáis ; L. Szücs ; A. Horváth ; L. Árvai ; B. Baross
Non-linear Prediction of Vibration Series for Turbogenerator Unit / Z.-H. Ge ; Z.-H. Han ; C.-F. Ding
Autonomous Agents Architecture to Supervise and Control a Wastewater Treatment Plant / D. Riaño ; M. Sànchez-Marrè ; I. R.-Roda
Agent-Based Support for Handling Environmental and Life-Cycle Issues / E. Zudor
Manufacturing Systems
Fractal Businesses in an E-Business World / W. Sihn ; J. Klink
Optimisation of Process Chains and Production Plants by Using a Hybrid-, AI-, and Simulation-Based Approach / Z.J. Viharos
A Multi-agent Fuzzy Cognitive Tool for Reengineering Manufacturing Systems / J. Macedo
Finance and Business
Product Line Design with Customer Preferences / A. Márkus ; J. Váncza
Applying Logic of Information Flow and Situation Theory to Model Agents That Simulate the Stock Market Behaviour / S.B. Teixeira Mendes ; O.L.M. de Farias
GAs and Financial Analysis / M. Leus ; D. Deugo ; F. Oppacher ; R. Cattral
Semi-structured Knowledge Representation for the Automated Financial Advisor / B. Galitsky
Software Engineering
Improving Space, Time, and Termination in Rewriting-Based Programming / N. Nedjah ; L. de Macedo Mourelle
Knowledge Intensive Case-Based Assistance for Framework Reuse / M. Gómez-Albarráin ; P.A. González-Calero
Deciding on a Pattern / J.C. McPhail
Program Modeling for Fault Definition Based Static Analysis / T. Illgen
Goal-Driven, Scalable Generation of Complete Interaction Sequences for Testing Graphical User Interfaces / F. Belli
Tutoring
Planning Agents in a Multi-agents Intelligent Tutoring System / R. Nkambou ; F. Kabanza
Constraint-Based Tutors: A Success Story / A. Mitrovic ; M. Mayo ; P. Suraweera ; B. Martin
Applying Collision Avoidance Expert System to Navigation Training Systems as an Intelligent Tutor / C. Yang ; S. Phan ; P. Kuo ; F.O. Lin
Author Index
Search
Solving Network Synthesis Problems Using Ant Colony Optimisation / M. Randall ; E. Tonkes
A Combined Swarm Differential Evolution Algorithm for Optimization Problems / T. Hendtlass
3.

図書

図書
Moonis Ali, Floriana Esposito (eds.)
出版情報: Berlin : Springer, c2005  xx, 858 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 3533 . Lecture notes in artificial intelligence
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4.

図書

図書
José Mira, Angel Pasqual del Pobil, Moonis Ali (eds.)
出版情報: Berlin : Springer, c1998  xxiv, 887 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1415 . Lecture notes in artificial intelligence . 11th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert systems, IEA-98-AIE, Benicàssim, Castellón, Spain, June 1-4, 1998 : proceedings ; vol. 1
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5.

図書

図書
Ibrahim Imam, Yves Kodratoff, Ayman El-Dessouki, Moonis Ali (eds.)
出版情報: Berlin : Springer, c1999  xix, 899 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1611 . Lecture notes in artificial intelligence
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Invited Talks
Formalisations of Uncertain Reasoning / F. S. C. da Silva
Agent-Oriented Software Engineering / N. R. Jennings
A Unified-Metaheuristic Framework / I. H. Osman
Fuzzy Systems
A Fuzzy Knowledge Representation and Acquisition Scheme for Diagnostic Systems / S.-L. Wang ; Y.-H. Wu
Modeling Fuzzy Sets Using Object-Oriented Techniques / G. Y. C. Wong ; H. W. Chun
A Fuzzy Approach to Map Building / H. Zreak ; M. Alwan ; M. Khaddour
Towards an Affirmative Interpretation of Linguistically Denied Fuzzy Properties in Knowledge-Based Systems / D. Pacholczyk
Representational Hierarchy of Fuzzy Logic Concepts in the OBOA Model / R. Sendelj ; Yugoslav Navy ; V. Devedzic
Design of Fuzzy Sliding Controller Based on Cerebellar Learning Model / H.-K. Fan ; C. Chen ; C.-M. Hong
A New Fuzzy Flexible Flow-Shop Algorithm for Continuous Fuzzy Domain / T.-P. Hong ; T.-T. Wang
Neural Networks
Testing the Performance of a Neural Networks-Based Adaptive Call Admission Controller with Multimedia Traffic / Y. Dakroury ; A. A. El Al ; O. Badr
A Combined Neural Network and Mathematical Morphology Method for Computerized Detection of Microcalcifications / D. Manrique ; J. Ríos ; A. Vilarrasa
Study of Weight Importance in Neural Networks Working With Colineal Variables in Regression Problems / A. Martínez ; J. Castellanos ; C. Hernández ; F. de Mingo
The Parallel Path Artificial Micronet / G. Murray ; T. Hendtlass ; J. Podlena
Genetic Algorithms
A Generation Method to Produce GA with GP Capabilities for Signal Modeling / A. Ezzat ; N. Inuzuka ; H. Itoh
Preventing Premature Convergence to Local Optima in Genetic Algorithms via Random Offspring Generation / M. Rocha ; J. Neves
Using Self Organizing Maps and Genetic Algorithms for Model Selection in Multilevel Optimization / M. El-Beltagy ; A. Keane
A Genetic Algorithm for Visualizing Networks of Association Rules / F. Guillet ; P. Kuntz ; R. Lehn
Genetic Algorithms in Solving Graph Partitioning Problem / S. Shazely ; H. Baraka ; A. Abdel-Wahab ; H. Kamal
Application of Genetic Algorithms in Power System Stabilizer Design / A. I. Baaleh ; A. F. Sakr
A Study of a Genetic Classifier System Based on the Pittsburgh Approach on a Medical Domain / E. B. Mansilla ; A. Mekaouche ; J. M. G. Guiu
Search
A New Gradient-Based Search Method: Grey-Gradient Search Method / C.-M. Chen ; H. Fan
An Improvised A* Algorithm for Mobile Robots to Find the Optimal Path in an Unknown Environment with Minimized Search Efforts / D. A. L. Piriyakumar ; P. Levi
Speeding the Vector Search Algorithm for Regional Color Channel Features Based Indexing and Retrieval Systems / A. R. Appas ; A. M. Darwish ; A. El-Dessouki ; S. I. Shaheen
Reasoning
Cost-Based Abduction Using Binary Decision Diagrams / S. Kato ; S. Oono ; H. Seki
New Directions in Debugging Hardware Designs / F. Wotawa
Reasoning with Diagrams: The Semantics of Arrows / G. Ligozat
MAD: A Real World Application of Qualitative Model-Based Decision Tree Generation for Diagnosis / H. Milde ; L. Hotz ; J. Kahl ; B. Neumann ; S. Wessel
Expert Systems and Applications
WebMaster: Knowledge-Based Verification of Web-Pages / F. van Harmelen ; J. van der Meer
Towards Task-Oriented User Support for Failure Mode and Effects Analysis / G. Peter ; D. Rösner
Incremental and Integrated Evaluation of Rule-Based Systems / P. G. Chander ; R. Shinghal ; T. Radhakrishnan
A Model of Reflection for Developing AI Applications / M. H. Ibrahim ; F. A. Cummins
A Compositional Process Control Model and Its Application to Biochemical Processes / C. M. Jonker ; J. Treur
Visual and Textual Knowledge Representation in DESIRE / R. Kremer ; P. van Leeuwen ; D. Pan
Verification of Knowledge Based-Systems for Power System Control Centers / J. Santos ; L. Faria ; C. Ramos ; Z. A. Vale ; A. Marques
Self-Crossover and Its Application to the Traveling Salesman Problem / M. K. Kundu ; N. R. Pal
Enabling Client-Server Explanation Facilities in a Real Time Expert System / N. Malheiro
Using Extended Logic Programming for Alarm-Correlation in Cellular Phone Networks / P. Fröhlich ; W. Nejdl ; M. Schroeder ; C. Damásio ; L. M. Pereira
Knowledge Acquisition Based on Semantic Balance of Internal and External Knowledge / V. Y. Terziyan ; S. Puuronen
Alex: A Computer Aid for Treating Alexithymia / R. N. Smith ; W. J. Frawley
Case-Base Reasoning
Mechanizing Proofs of Integrity Constraints in the Situation Calculus / E. Kounalis ; P. Urso
Using Cases for Process Modelling: An Example from the Water Supply Industry / G. Saward
Financial Analysis by Case Based Reasoning / E. Aïmeur ; K. Boudina
Training of the Learner in Criminal Law by Case-Based Reasoning / S. Bélanger ; M. A. Thibodeau
Intelligent Agents
Constraint-Based Agent Specification for a Multi-Agent Stock Brokering System / B. H. Ooi ; A. K. Ghose
A Communication Language and the Design of a Diagnosis Agent - Towards a Framework for Mobile Diagnosis Agents / C. Piccardi
Information Brokering Agents in Intelligent Websites
Learner-Model Approach to Multi-agent Intelligent Distance Learning System for Program Testing / T. Gavrilova ; A. Voinov ; I. Lescheva
A Multi-agent Solution for Advanced Call Centers / B. Bauer ; C. Klein
A Multi-agent System for Emergency Management in Floods / J. Cuena ; M. Molina
Problem-Solving Frameworks for Sensible Agents in an Electronic Market / K. S. Barber ; A. Goel ; D. Han ; J. Kim ; T. H. Liu ; C. E. Martin ; R. McKay
A Model for Distributed Multi-agent Traffic Control / C. Bel ; W. van Stokkum
Smart Equipment Creating New Electronic Business Opportunities / R. Gustavsson
Distributed AI
Agent Oriented Conceptual Modeling of Parallel Workflow Systems / S. Aknine ; S. Pinson
A Distributed Algorithm as Mobile Agents / D. Deugo
Why Ontologies are Not Enough for Knowledge Sharing / W. Weber ; J. Agustí ; D. Robertson ; A. C. V. de Melo
Pattern Recognition and Vision
A Novel Approach for Detecting and Correcting Segmentation and Recognition Errors in Arabic OCR Systems / K. Mostafa ; I. Farag
Face Recognition Using Principal Component Analysis Applied to an Egyptian Face Database / M. E. Ragab ; E. M. Abed
Using Labeled and Unlabeled Data to Train a Multilayer Perceptron for Color Classification in Graphic Arts / A. Verikas ; A. Gelzinis ; K. Malmqvist
A Novel 3D-2D Computer Vision Algorithm for Automatic Inspection of Filter Components / M.A. Rodrigues ; Y. Liu
A Robust and Unified Algorithm for Indoor and Outdoor Scenes Based on Region Segmentation / E. Zangrouba ; T. Hedidar ; A. Jaoua
SAPIA: A Model Based Satellite Image Interpretation System / F. Ramparany ; F. Sandt
Hierarchical Multifeature Integration for Automatic Object Recognition in Forward Looking Infrared Images / S. Shah ; J.K. Aggarwal
Machine Learning
Air-Crew Scheduling through Abduction / A. C. Kakas ; A. Michael
Unfold/Fold Inductive Proof: An Extension of a Folding Technique / R. Salem ; K. Bsaïes
On Solving the Capacity Assignment Problem Using Continuous Learning Automata / B. J. Oommen ; T. D. Roberts
Supervised Parameter Optimization of a Modular Machine Learning System / M. Link ; M. Ishitobi
Non-supervised Rectangular Classification of Binary Data / H. M. Sellami
Synthesizing Intelligent Behavior: A Learning Paradigm / M. S. Hamdi ; K. Kaiser
Automatic Input-output Configuration and Generation of ANN-based Process Models and Their Application in Machining / Z. J. Viharos ; L. Monostori
DCL: A Disjunctive Learning Algorithm for Rule Extraction / S. M. Abu-Soud ; M. R. Tolun
Temporal Reasoning
Modeling and Simulating Breakdown Situation in Telecommunication Networks / A. Osmani
Handling Context-Sensitive Temporal Knowledge from Multiple Differently Ranked Sources / H. Kaikova
Introduction to Reasoning About Cyclic Intervals
A Multiple-Platform Decentralized Route Finding System / H. W. Guesgen ; D. Mitra
Heuristic Selection of Aggregated-Temporal Data for Knowledge Discovery / H. Hamilton ; D. J. Randall
Knowledge Representation
Architectural Knowledge Representation Using the Galois Lattice Technique / D. Chitchian ; S. Sariyildiz ; H. Koppelaar
Automated Solving of the DEDS Control Problems / F. Čapkovič
A More Efficient Knowledge Representation for Allen's Algebra and Point Algebra
Unified Chromosome Representation for Large Scale Problems / H. H. Baraka ; S. Eid ; A. H. AbdelWahab
A Novel Framework for Hybrid Intelligent Systems / H. A. Hefny ; A. Abdel Wahab ; A. A. Bahnasawi
Planning and Scheduling
The Design of a Multi-tiered Bus Timetabling System / S. H. C. Chan
Scheduling of a Production Unit via Critical Block Neighborhood Structures / P. van Bael ; M. Rijckaert
An Algorithm for Station Shunting Scheduling Problems Combining Probabilistic Local Search and PERT / N. Tomii ; L. J. Zhou ; N. Fukumura
Tutoring and Manufacturing Systems
Designing an Intelligent Tutoring Systems in the Domain of Formal Languages / D. Popovic
Leveraging a Task-Specific Approach for Intelligent Tutoring System Generation: Comparing the Generic Tasks and KADS Frameworks / E. El-Sheikh ; J. Sticklen
An Object-Oriented Robot Model and Its Integration into Flexible Manufacturing Systems / C. Schaefer ; O. Lopez
The Economic Benefits of Internet-Based Business Operations in Manufacturing / E. Gide ; F. Soliman
CNC Manufacturing of Complex Surfaces Based on Solid Modeling / A. Elkeran ; M. A. El-baz
Analysis of Manufacturing Lines Using a Phase Space Algorithm: Open Line Case / T. El-Fouly ; N. Zerhoini ; M. Ferney ; A. El Moundi
Intelligent Software Engineering
A Formal Approach to Lingware Development / B. Gargouri ; M. Jmaiel ; A. Ben Hamadou
A Formal Knowledge Level Process Model of Requirements Engineering / D. E. Herlea ; N. J. E. Wijngaards
Pieces of Mind: Component-Based Software Development of Artificial Intelligence / J. Cakic
CNC Automatic Programming System for Wire-EDM / T. T. El-Midany ; H. T. Radwan
Index
Invited Talks
Formalisations of Uncertain Reasoning / F. S. C. da Silva
Agent-Oriented Software Engineering / N. R. Jennings
6.

図書

図書
Bob Orchard, Chunsheng Yang, Moonis Ali (eds.)
出版情報: Berlin ; Tokyo : Springer, c2004  xxi, 1272 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 3029 . Lecture notes in artificial intelligence
所蔵情報: loading…
目次情報: 続きを見る
Neural Networks (1) / Session 1a:
A Comparison of Neural Network Input Vector Selection Techniques / B. Choi ; T. Hendtlass ; K. Bluff
Application of Direction Basis Function Neural Network to Adaptive Identification and Control / M. Jalili-Kharaajoo
Knowledge Discovery Using Neural Networks / K. Kaikhah ; S. Doddameti
Bioinformatics (1) / Session 1b:
Knowledge Discovery in Hepatitis C Virus Transgenic Mice / A Fazel Famili ; J. Ouyang ; M. Kryworuchko ; I. Alvarez-Maya ; B Smith ; F. Diaz-Mitoma
Digital Signal Processing in Predicting Secondary Structures of Proteins / D. Mitra ; M. Smith
Predicting Protein-Protein Interactions from One Feature Using SVM / Y. Chung ; G.-M. Kim ; Y.-S. Hwang ; H. Park
Data Mining (1) / Session 1c:
Fuzzy OLAP Association Rules Mining Based Novel Approach for Multiagent Cooperative Learning / M. Kaya ; R. Alhajj
OIDM: Online Interactive Data Mining / Q. Chen ; X. Wu ; X. Zhu
A Novel Manufacturing Defect Detection Method Using Data Mining Approach / W.-C. Chen ; S.-S. Tseng ; C.-Y. Wang
Neural Networks (2) / Session 2a:
Neural Representation of a Solar Collector with Statistical Optimization of the Training Set / L.E. Zárate ; E. Marques Duarte Pereira ; J.P. Domingos Silva ; R. Vimeiro ; A.S. Cardoso Diniz
An Experiment in Task Decomposition and Ensembling for a Modular Artificial Neural Network / B. Ferguson ; R. Ghosh ; J. Yearwood
The Effect of Deterministic and Stochastic VTG Schemes on the Application of Backpropagation to Multivariate Time Series Prediction / T. Jo
Bioinforniatics (2) / Session 2b:
Gene Discovery in Leukemia Revisited: A Computational Intelligence Perspective / J.J. Valdés ; A.J. Barton
Cell Modeling Using Agent-Based Formalisms / K. Webb ; T. White
Computational Identification of RNA Motifs in Genome Sequences / G. Narale ; J. Beaumont ; P.A. Rice ; M.E. Schmitt
General Applications / Session 2c:
An Extensible Framework for Knowledge-Based Multimedia Adaptation / D. Jannach ; K. Leopold ; H. Hellwagner
Methods for Reducing the Number of Representatives in Representation Choice Tasks / N.T. Nguyen ; C. Danilowicz
Incremental Maintenance of All-Nearest Neighbors Based on Road Network / J. Feng ; N. Mukai ; T. Watanabe
Knowledge Intensive Interpretation of Signal Data / K. Mason ; C. Howard
Autonomous Agents (1) / Session 3a:
Coalition Formation among Agents in Complex Problems Based on a Combinatorial Auction Perspective / H. Hattori ; T. Ozono ; T. Ito ; T. Shintani
Multi-agent Based Home Network Management System with Extended Real-Time Tuple Space / M.J. Lee ; J.H. Park ; S.J. Kang ; J.B. Lee
Modelling Multi-aspect Negotiations in Multiagent Systems Using Petri Nets / M. Lenar ; A. Zgrzywa
Multi-agent Development Toolkits: An Evaluation / E. Shakshuki ; Y. Jun
Intelligent Systems (1) / Session 3b:
An Artificial Immune System for Fault Detection / J. Aguilar
Heuristic Approach Based on Lambda-Interchange for VRTPR-Tree on Specific Vehicle Routing Problem with Time Windows
Stochastic Learning Automata-Based Dynamic Algorithms for the Single Source Shortest Path Problem / S. Misra ; B.J. Oommen
Multi-agent Based Integration Scheduling System under Supply Chain Management Environment / H.R. Choi ; H.S. Kim ; B.J. Park ; Y.S. Park
Knowledge Processing and Natural Language Processing / Session 3c:
A Representation of Temporal Aspects in Knowledge Based Systems Modelling: A Monitoring Example / J.A. Maestro ; C. Llamas ; C.J. Alonso
On Description and Reasoning about Hybrid Systems / K. Nakamura ; A. Fusaoka
A Hybrid Approach to Automatic Word-Spacing in Korean / M.-y. Kang ; S.-w. Choi ; H.-c. Kwon
Natural Language Requirements Analysis and Class Model Generation Using UCDA / D. Liu ; K. Subramaniam ; A. Eberlein ; B.H. Far
Intelligent User Interfaces / Session 4a:
Using Cognitive Modelling Simulations for User Interface Design Decisions / B Emond ; R.L. West
An Intelligent Interface for Customer Behaviour Analysis from Interaction Activities in Electronic Commerce / C.-C. Hsu ; C.-W. Deng
Integration of an Interactive Multimedia Datacasting System / W. Li ; H. Liu ; G. Gagnon
The Exploration and Application of Knowledge Structures in the Development of Expert System: A Case Study on a Motorcycle System / K.-W. Su ; S.-L. Hwang ; Y.-F. Zhou
Evolutionary Computing (1) / Session 4b:
Binary Decision Tree Using K-Means and Genetic Algorithm for Recognizing Defect Patterns of Cold Mill Strip / K.M. Kim ; J.J. Park ; M.H. Song ; I.C. Kim ; C.Y. Suen
Evolutionary RSA-Based Cryptographic Hardware Using the Co-design Methodology / N. Nedjah ; L. de Macedo Mourelle
GA-EDA: Hybrid Evolutionary Algorithm Using Genetic and Estimation of Distribution Algorithms / J.M. Peña ; V. Robles ; P. Larrañaga ; V. Herves ; F. Rosales ; M.S. Pérez
Fuzzy Logic / Session 4c:
Handwritten Numeral Recognition Based on Simplified Feature Extraction,Structural Classification, and Fuzzy Memberships / C Jou ; H.-C. Lee
Using Chaos Theory for the Genetic Learning of Fuzzy Controllers / A. Schuster
A Chromatic Image Understanding System for Lung Cancer Cell Identification Based on Fuzzy Knowledge / Y. Yang ; S. Chen ; H. Lin ; Y. Ye
Human Robot Interaction / Session 5a:
Reading Human Relationships from Their Interaction with an Interactive Humanoid Robot / T. Kanda ; H. Ishiguro
Recognition of Emotional States in Spoken Dialogue with a Robot / K. Komatani ; R. Ito ; T. Kawahara ; H. G. Okuno
Development of an Android Robot for Studying Human-Robot Interaction / T. Minato ; M. Shimada ; S. Itakura
Open-End Human Robot Interaction from the Dynamical Systems Perspective: Mutual Adaptation and Incremental Learning / T. Ogata ; S. Sugano ; J. Tani
Computer Vision and Image Processing / Session 5b:
Stereo Camera Handoff / K. Yuan ; H. Zhang
Word Separation in Handwritten Legal Amounts on Bank Cheques Based on Spatial Gap Distances
Shape Recognition of the Embryo Cell Using Deformable Template for Micromanipulation / M.-S. Jang ; S.-J. Lee ; H.-d. Lee ; Y.-G. Kim ; B. Kim ; G.-T. Park
Improved Edge Enhanced Error Diffusion Based on First-Order Gradient Shaping Filter / B.-W. Hwang ; T.-H. Kang ; T.-S. Lee
Machine Learning and Case Based Reasoning / Session 5c:
Capitalizing Software Development Skills Using CBR: The CIAO-SI System / R. Nkambou
A Hybrid Case Based Reasoning Approach for Monitoring Water Quality / C.A. Policastro ; A.C.P.L.F. Carvalho ; A.C.B. Delbem
Constructive Meta-learning with Machine Learning Method Repositories / H. Abe ; T. Yamaguchi
An Algorithm for Incremental Mode Induction / N. Di Mauro ; F. Esposito ; S. Ferilli ; T.M.A. Basile
Heuristic Search / Session 6a:
TSP Optimisation Using Multi Tour Ants
Neighborhood Selection by Probabilistic Filtering for Load Balancing in Production Scheduling / B. Kang ; K.R. Ryu
Systematic versus Non Systematic Methods for Solving Incremental Satisfiability / M. Mouhoub ; S. Sadaoui
Improved GRASP with Tabu Search for Vehicle Routing with Both Time Window and Limited Number of Vehicles / Z. Li ; S. Guo ; F. Wang ; A. Lim
Evolutionary Computing (2) / Session 6b:
Robust Engineering Design with Genetic Algorithms / B. Forouraghi
Evolutionary Computation Using Island Populations in Time / B. Prime
Genetic Algorithm Based Parameter Tuning of Adaptive LQR-Repetitive Controllers with Application to Uninterruptible Power Supply Systems / B. Moshiri ; K. Shabani ; H. Ebrahimirad
A Comparison of Two Circuit Representations for Evolutionary Digital Circuit Design
Security / Session 6c:
Motif-Oriented Representation of Sequences for a Host-Based Intrusion Detection System / G. Tandon ; P.K. Chan
Computational Intelligent Techniques for Detecting Denial of Service Attacks / S. Mukkamala ; A.H. Sung
Writer Identification Forensic System Based on Support Vector Machines with Connected Components / M. Tapiador ; J. Gómez ; J.A. Sigüenza
Modeling Intrusion Detection Systems Using Linear Genetic Programming Approach / A. Abraham
Internet Applications / Session 7a:
Data Mining in Evaluation of Internet Path Performance / L. Borzemski
Change Summarization in Web Collections / A. Jatowt ; K.K. Bun ; M. Ishizuka
Control System Design for Internet-Enabled Arm Robots / S.H. Yang ; X. Zuo ; L. Yang
Source Estimating Anycast for High Quality of Service of Multimedia Traffic / W.-H. Choi ; J.-S. Kim
Planning and Scheduling / Session 7b:
Scheduling Meetings with Distributed Local Consistency Reinforcement / A. Ben Hassine ; T.B. Ho
Potential Causality in Mixed Initiative Planning / Y. El Fattah
Reactive Planning Simulation in Dynamic Environments with VirtualRobot / O. Sapena ; E. Onaindía ; M. Mellado ; C. Correcher ; E. Vendrell
Constraint Satisfaction / Session 7c:
New Distributed Filtering-Consistency Approach to General Networks / K. Ghedira
A Systematic Search Strategy for Product Configuration / H. Xie ; P. Henderson ; J. Neelamkavil ; J. Li
A Bayesian Framework for Groundwater Quality Assessment / K. Shihab ; N. Al-Chalabi
E-learning (1) / Session 8a:
Facilitating E-learning with a MARC to IEEE LOM Metadata Crosswalk Application / Y. Cao ; F. Lin ; R. McGreal ; S. Schafer ; N. Friesen ; T. Tin ; T. Anderson ; D. Kariel ; B. Powell ; M. Anderson
An Agent-Based Framework for Adaptive M-learning / L. Esmahi ; E. Badidi
Determination of Learning Scenarios in Intelligent Web-BasedLearning Environment / E Kukla ; J. Sobecki
Intelligent Systems (2) / Session 8b:
An Intelligent GIS-Based Spatial Zoning System with Multiobjective Hybrid Metaheuristic Method / B Chin Wei ; W. Yin Chai
Dynamic User Profiles Based on Boolean Formulas / C Danilowicz ; A. Indyka-Piasecka
Application of Intelligent Information Retrieval Techniques to a Television Similar Program Guide / C. Machiraju ; S. Kanda ; V. Dasigi
A Location Information System Based on Real-Time Probabilistic Position Inference / K. Oguri ; T. Matsuo
Expert Systems / Session 8c:
Expertise in a Hybrid Diagnostic-Recommendation System for SMEs: A Successful Real-Life Application / S. Delisle ; J. St-Pierre
How to Speed Up Reasoning in a System with Uncertainty? / B. Jankowska
Efficient BDD Encodings for Partial Order Constraints with Application to Expert Systems in Software Verification / M. Kurihara ; H. Kondo
Abductive Validation of a Power-Grid Expert System Diagnoser / J. Ferreira de Castro ; L. Moniz Pereira
E-learning (2) / Session 9a:
Integrating Web Services and Agent Technology for E-learning Course Content Maintenance / L. Poon
Chemical Reaction Metaphor in Distributed Learning Environments / C. Yang
An E-learning Support System Based on Qualitative Simulations for Assisting Consumers' Decision Making
Applications to Design / Session 9b:
Methodology for Graphic Redesign Applied to Textile and Tile Pattern Design / F. Albert ; J.M. Gomis ; M. Valor ; J.M. Valiente
Knowledge Representation on Design of Storm Drainage System / K.W. Chau ; C.S. Cheung
Test Case Sequences in System Testing: Selection of Test Cases for a Chain (Sequence) of Function Clusters / M.Sh. Levin ; M. Last
Supporting Constraint-Aided Conceptual Design from First Principles in Autodesk Inventor / A. Holland ; B. O'Callaghan ; B. O'Sullivan
Machine Learning / Session 9c:
Incremental Induction of Classification Rules for Cultural Heritage Documents
Applying Multi-class SVMs into Scene Image Classification / J. Ren ; Y. Shen ; S. Ma ; L. Guo
Machine Learning Approaches for Inducing Student Models / O. Licchelli ; G. Semeraro
Monte Carlo Approach for Switching State-Space Models / C. Popescu ; Y.S. Wong
E-learning (3) / Session 10a:
Epistemological Remediation in Intelligent Tutoring Systems / J. Tchétagni ; F. Kabanza
XML-Based Learning Scenario Representation and Presentation in the Adaptive E-learning Environment / P. Kazienko
Building Ontologies for Interoperability among Learning Objects and Learners / Y. Biletskiy ; O. Vorochek ; A. Medovoy
Autonomous Agents (2) / Session 10b:
Comparison of Different Coordination Strategies for the RoboCupRescue Simulation / S. Paquet ; N. Bernier ; B. Chaib-draa
Multiple Reinforcement Learning Agents in a Static Environment / E Shakshuki ; K. Rahim
A Modular Architecture for a Multi-purpose Mobile Robot / G. Steinbauer ; G. Fraser ; A. Mühlenfeld ; F. Wotawa
An Agent-Based E-engineering Services Framework for Engineering Design and Optimization / Q. Hao ; W. Shen ; S.-W. Park ; J.-K. Lee ; Z. Zhang ; B.-C. Shin
Neural Networks (3) / Session 10c:
Robust and Adaptive Tuning of Power System Stabilizers Using Artificial Neural Networks / F Rashidi ; M. Rashidi
Modified Bifurcating Neuron with Leaky-Integrate-and-Fire Model / L. Risinger
An Application of Elman's Recurrent Neural Networks to Harmonic Detection / F. Temurtas ; R. Gunturkun ; N. Yumusak ; H. Temurtas ; A. Unsal
Design of an Adaptive Artificial Neural Network for Online Voltage Stability Assessment / F. Rashidi
Data Mining (2) / Session 11a:
Mining Multivariate Associations within GIS Environments / I. Lee
Comparison between Objective Interestingness Measures and Real Human Interest in Medical Data Mining / M. Ohsaki ; Y. Sato ; S. Kitaguchi ; H. Yokoi
Boosting with Data Generation: Improving the Classification of Hard to Learn Examples / H. Guo ; H.L. Viktor
Data Mining Approach for Analyzing Call Center Performance / M. Paprzycki ; R. Guo
Intelligent Systems (3) / Session 11b:
The Cognitive Controller: A Hybrid, Deliberative/Reactive Control Architecture for Autonomous Robots / F. Qureshi ; D. Terzopoulos ; R. Gillett
Intelligent Systems Integration for Data Acquisition and Modeling of Coastal Ecosystems / C. Steidley ; A. Sadovski ; R. Bachna
Extracting Patterns in Music for Composition via Markov Chains / K. Verbeurgt ; M. Dinolfo ; M. Fayer
Analyzing the Performance of Genetically Designed Short-Term Traffic Prediction Models Based on Road Types and Functional Classes / M. Zhong ; S. Sharma ; P. Lingras
Neural Networks (4) / Session 11c:
Nonstationary Time Series Prediction Using Local Models Based on Competitive Neural Networks / G.A. Barreto ; J.C.M. Mota ; L.G.M. Souza ; R.A. Frota
Predictive Modeling and Planning of Robot Trajectories Using the Self-Organizing Map / A.F.R. Araùjo
River Stage Forecasting with Particle Swarm Optimization / K. W. Chau
Convergence Analysis of a Neural Network Based on Generalised Compound Gradient Vector / Z. Chen ; X. Chen ; J. Zhang ; L. Liu
Image Processing / Session 12a:
Locating Oil Spill in SAR Images Using Wavelets and Region Growing / R.T.S. Araùjo ; F.N.S. deMedeiros ; R.C.S. Costa ; R.C.P. Marques ; R.B. Moreira ; J.L. Silva
A New Edge-Grouping Algorithm for Multiple Complex Objects Localization / Y. Motai
Processing and Analysis of Ground Penetrating Radar Landmine Detection / B. Nath
Evolutionary Computing (3) / Session 12b:
Tuning of Power System Stabilizers via Genetic Algorithm for Stabilization of Power Systems
An Application of Adaptive Genetic Algorithm in Financial Knapsack Problem / K.Y. Szeto ; M.H. Lo
Assimilation Exchange Based Software Integration / B.F. Jones
Data Mining (3) / Session 12c:
Iterative Semi-supervised Learning: Helping the User to Find the Right Records / C. Drummond
Semantic Analysis for Data Preparation of Web Usage Mining / J.J. Jung ; G.-S. Jo
Prediction of Preferences through Optimizing Users and Reducing Dimension in Collaborative Filtering System / S.-J. Ko
Author Index
Neural Networks (1) / Session 1a:
A Comparison of Neural Network Input Vector Selection Techniques / B. Choi ; T. Hendtlass ; K. Bluff
Application of Direction Basis Function Neural Network to Adaptive Identification and Control / M. Jalili-Kharaajoo
7.

図書

図書
Paul W.H. Chung, Chris Hinde, Moonis Ali (eds.)
出版情報: Berlin ; Tokyo : Springer, c2003  xiv, 817 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2718 . Lecture notes in artificial intelligence
所蔵情報: loading…
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