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1.

図書

図書
David P. Casasent, Ernest L. Hall, chairs/editors ; sponsored ... by SPIE--the International Society for Optical Engineering
出版情報: Bellingham, Wash., USA : SPIE, c2001  x, 582 p. ; 28 cm
シリーズ名: Proceedings / SPIE -- the International Society for Optical Engineering ; v. 4572
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2.

図書

図書
Markus Stumptner, Dan Corbett, Mike Brooks (eds.)
出版情報: Berlin : Springer, c2001  xii, 666 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2256 . Lecture notes in artificial intelligence
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Papers
A Memetic Pareto Evolutionary Approach to Artificial Neural Networks / Hussein A. Abbass
Relating Defeasible and Default Logic / Grigoris Antoniou ; David Billington
Resolving Minsky's Paradox: The d-Dimensional Normal Distribution Case / Luis Rueda ; B. John Oommen
Solving Overconstrained Temporal Reasoning Problems / Matthew Beaumont ; Abdul Sattar ; Michael Maher ; John Thornton
How the Level of Interchangeability Embedded in a Finite Constraint Satisfaction Problem Affects the Performance of Search / Amy M. Beckwith ; Berthe Y. Choueiry ; Hui Zou
Towards Learning Naive Physics by Visual Observation: Qualitative Spatial Representations / Paul A. Boxer
Phased Array Sub-beam Optimisation / N. J. Bracken ; R. I. McKay
Generation of Facial Expressions from Emotion Using a Fuzzy Rule-Based System / The Duy Bui ; Dirk Heylen ; Mannes Poel ; Anton Nijholt
An Efficient Form Classification Method Using Partial Matching / Yungcheol Byun ; Sungsoo Yoon ; Yeongwoo Choi ; Gyeonghwan Kim ; Yillbyung Lee
Gradient Descent Style Leveraging of Decision Trees and Stumps for Misclassification Cost Performance / Mike Cameron-Jones
Postdiction problems in Dynamic Logic / Samir Chopra ; Dongmo Zhang
A Method for Reasoning with Ontologies Represented as Conceptual Graphs / Dan Corbett
Selection of Tasks and Delegation of Responsibility in a Multiagent System for Emergent Process Management / John Debenham
State Minimization Re-visited / Norman Foo ; Abhaya Nayak ; Maurice Pagnucco ; Dongmo Zhang153
Decidability of Quantified Propositional Branching Time Logics / Tim French
Improved Techniques for an Iris Recognition System with High Performance / Gyundo Kee ; Kwanyong Lee
An Investigation of an Adaptive Poker Player / Graham Kendall ; Mark Willdig
Acquiring Adaptation Knowledge for CBR with MIKAS / Abdus Salam Khan ; Achim Hoffmann
A Real-Time Region-Based Motion Segmentation and Tracking Using Adaptive Thresholding and K-means Clustering / Jong Bae Kim ; Hye Sun Park ; Min Ho Park ; Hang Joon Kim
Automatic Cell Classification in Human's Peripheral Blood Images Based on Morphological Image Processing / Kyungsu Kim ; Jeonghee Jeon ; Wankyoo Choi ; Pankoo Kim ; Yo-Sung Ho
Formal Concept Analysis for Domain-Specific Document Retrieval Systems / Mihye Kim ; Paul Compton
Learner's Self-Assessment: A Case Study of SVM for Information Retrieval / Adam Kowalczyk ; Bhavani Raskutti
A Semiotic Model of Communication and Its Implications for the Digital City Development / Victor V. Kryssanov ; Masayuki Okabe ; Koh Kakusho ; Michihiko Minoh
Simulations for Comparing Knowledge Acquisition and Machine Learning / Rex Kwok
Application of Genetic Algorithms to the Optimisation of Neural Network Configuration for Stock Market Forecasting / Daniel Hulme ; Shuxiang Xu
Updating Epistemic States / Jerome Lang ; Pierre Marquis ; Mary-Anne Williams
Fast Text Classification Using Sequential Sampling Processes / Michael D. Lee
Agents in a Multi-cultural World: Towards Ontological Reconciliation / Kendall Lister ; Leon Sterling
Logical Foundations for Reasoning about Trust in Secure Digital Communication / Chuchang Liu
Phe-Q : A Pheromone Based Q-Learning / Ndedi Monekosso ; Paolo Remagnino
Specification of Kansei Patterns in an Adaptive Perceptual Space / Tomoko Murakami ; Ryohei Orihara ; Naomichi Sueda
Embodying the JACK Agent Architecture / Emma Norling ; Frank E. Ritter
Towards an Ontology of Part-of / Chris Nowak ; Richard Raban
Actions Made Explicit in BDI / Vineet Padmanabhan ; Guido Governatori
Wrapping Boosters against Noise / Bernhard Pfahringer ; Geoffrey Holmes ; Gabi Schmidberger
Continuous Temporal Models / Mark Reynolds
Language and Commonsense Knowledge / Walid S. Saba
Simulation of Network Security with Collaboration among IDS Models / Hee Suk Seo ; Tae Ho Cho
Programming Spoken Dialogs Using Grammatical Inference / Bradford Starkie
Towards Genetic Programming for Texture Classification / AndySong ; Thomas Loveard ; Vic Ciesielski
Using Design Information to Identify Structural Software Faults / Markus Stumptner
The Application of AI to Automatically Generated Animation / Adam Szarowicz ; Juan Amiguet-Vercher ; Peter Forte ; Jonathon Briggs ; Petros Gelepithis
Planning with Noisy Actions (Preliminary Report) / Michael Thielscher
Getting the Job Done in a Hostile Environment / Steven Versteeg ; Alan Blair 507
Solving the Qualification Problem (In the Presence of the Frame Problem) / Quoc Bao Vo ; Norman Y. Foo
Dialogue Modeling for a Conversational Agent / Peter Wallis ; Helen Mitchard ; Jyotsna Das ; Damian O'Dea
Candidate Elimination Criteria for Lazy Bayesian Rules / GeoffreyI. Webb
Simplifying the Development of Intelligent Agents / Michael Winikoff ; Lin Padgham ; James Harland
An Operational Semantics for a PRS-like Agent Architecture / Wayne Wobcke
A Model for Unconstrained Digit Recognition Based on Hypothesis Testing and Data Reconstruction
Collecting Quality Data for Database Mining / Chengqi Zhang ; Shichao Zhang
Further Pruning for Efficient Association Rule Discovery / Songmao Zhang ; Geoffrey I. Webb
Pattern Discovery in Probabilistic Databases
The Complexity of Logic Program Updates / Yan Zhang
Reasoning with Multimedia Information Using Symbolic Projection / Zili Zhang
Invited Contribution
Confidence Relations as a Basis for Uncertainty Modeling, Plausible Reasoning, and Belief Revision / Didier Dubois
Author Index
Papers
A Memetic Pareto Evolutionary Approach to Artificial Neural Networks / Hussein A. Abbass
Relating Defeasible and Default Logic / Grigoris Antoniou ; David Billington
3.

図書

図書
Pavel Brazdil, Alípio Jorge (eds.)
出版情報: Berlin : Springer, c2001  xii, 418 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2258 . Lecture notes in artificial intelligence
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4.

図書

図書
Takao Terano ... [et al.] (eds.)
出版情報: Berlin : Springer, c2001  xxvii, 553 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2253 . Lecture notes in artificial intelligence
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5.

図書

図書
John A. Campbell, Eugenio Roanes-Lozano (eds.)
出版情報: Berlin : Springer, c2001  x, 252 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1930 . Lecture notes in artificial intelligence
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Invited Papers
George Boole, a Forerunner of Symbolic Computation / Luis M. Laita ; Luis de Ledesma ; Eugenio Roanes-Lozano ; Alberto Brunori
Artificial Intelligence as a Decision Tool for Efficient Strategic and Operational Management / Marc Knoppe
OMDoc: Towards an Internet Standard for the Administration, Distribution, and Teaching of Mathematical Knowledge / Michael Kohlhase
Contributed Papers and Poster Summaries
On Communicating Proofs in Interactive Mathematical Documents / Olga Caprotti ; Martijn Oostdijk
Composite Distributive Lattices as Annotation Domains for Mediators / Jacques Calmet ; Peter Kullmann ; Morio Taneda
A Proof Strategy Based on a Dual Representation / Guilherme Bittencourt ; Isabel Tonin
Formalizing Rewriting in the ACL2 Theorem Prover / José-Luis Ruiz-Reina ; José-Antonio Alonso ; María-José Hidalgo ; Francisco-Jesús Martín-Mateos
Additional Comments on Conjectures, Hypotheses, and Consequences in Orthocomplemented Lattices / Angel Fernandez Pineda ; Enric Trillas ; Claudio Vaucheret
Reasoning about the Elementary Functions of Complex Analysis / Robert M. Corless ; James H. Davenport ; David J. Jeffrey ; Gurjeet Litt ; Stephen M. Watt
Solving Nonlinear Systems by Constraint Inversion and Interval Arithmetic / Martine Ceberio ; Laurent Granvilliers
Basic Operators for Solving Constraints via Collaboration of Solvers / Carlos Castro ; Eric Monfroy
Automatic Determination of Geometric Loci.3D-Extension of Simson-Steiner Theorem / Eugenio Roanes-Macías
Numerical Implicitization of Parametric Hypersurfaces with Linear Algebra / MarkW. Giesbrecht ; Ilias S. Kotsireas
A Note on Modeling Connectionist Network Structures: Geometric and Categorical Aspects / Jochen Pfalzgraf
A New Artificial Intelligence Paradigm for Computer-Aided Geometric Design / Andres Iglesias ; Akemi Galvez
How Symbolic Computation Can Benefit Computer-Aided Geometric Design
CDR: A Rewriting Based Tool to Design FPLA Circuits / Zahir Maazouzi ; Nirina Andrianarivelo ; Wadoud Bousdira ; Jacques Chabin
Locally Effective Objects and Artificial Intelligence / Julio Rubio
Negotiation Algorithms for Multi-agent Interactions / Marco A. Arranz
Some Techniques of Isomorph-Free Search / Thierry Boy de la Tour
Author Index
Invited Papers
George Boole, a Forerunner of Symbolic Computation / Luis M. Laita ; Luis de Ledesma ; Eugenio Roanes-Lozano ; Alberto Brunori
Artificial Intelligence as a Decision Tool for Efficient Strategic and Operational Management / Marc Knoppe
6.

図書

図書
Eleni Stroulia, Stan Matwin (eds.)
出版情報: Berlin : Springer, c2001  xii, 366 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2056 . Lecture notes in artificial intelligence
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7.

図書

図書
Peter Stone, Tucker Balch, Gerhard Kraetzschmar (eds.)
出版情報: Berlin : Springer, c2001  xvii, 658 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2019 . Lecture notes in artificial intelligence
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8.

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
9.

図書

図書
José Mira, Alberto Prieto (eds.)
出版情報: Berlin : Springer, c2001  xxvii, 836 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2084 . 6th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2001, Granada, Spain, June 13-15, 2001 : proceedings ; pt. 1
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Foundations of Connectionism and Biophysical Models of Neurons
Dendrites: The Last-Generation Computers / O. Herreras ; J.M. Ibarz ; L. López-Aguado ; P. Varona
Homogeneity in the Electrical Activity Pattern as a Function of Intercellular Coupling in Cell Networks / E. Andreu ; R. Pomares ; B. Soria ; J.V. Sanchez-Andres
A Realistic Computational Model of the Local Circuitry of the Cuneate Nucleus / E. Sánchez ; S. Barro ; J. Mariño ; A. Canedo
Algorithmic Extraction of Morphological Statistics from Electronic Archives of Neuroanatomy / R. Scorcioni ; G.A. Ascoli
What Can We Compute with Lateral Inhibition Circuits? / J. Mira ; A.E. Delgado
Neuronal Models with Current Inputs / J. Feng
Decoding the Population Responses of Retinal Ganglions Cells Using Information Theory / J.M. Ferrández ; M. Bongard ; F. García de Quirós ; J.A. Bolea ; J. Ammermüller ; R.A. Normann ; E. Fernández
Numerical Study of Effects of Co-transmission by Substance P and Acetylcholine on Synaptic Plasticity in Myenteric Neurons / R. Miftakov ; J. Christensen
Neurobiological Modeling of Bursting Response During Visual Attention / R. Rajimehr ; L. Montaser Kouhsari
Sensitivity of Simulated Striate Neurons to Cross-Like Stimuli Based on Disinhibitory Mechanism / K.A. Saltykov ; I.A. Shevelev
Synchronisation Mechanisms in Neuronal Networks / S. Chillemi ; M. Barbi ; A. Di Garbo
Detection of Oriented Repetitive Alternating Patterns in Color Images (A Computational Model of Monkey Grating Cells) / T. Lourens ; H.G. Okuno ; H. Kitano
Synchronization in Brain - Assessment by Electroencephalographic Signals / E. Pereda ; J. Bhattacharya
Strategies for the Optimization of Large Scale Networks of Integrate and Fire Neurons / M.A. Sánchez-Montañés
Structural and Functional Models of Neurons
A Neural Network Model of Working Memory (Processing of "What" and "Where" Information) / T. Minami ; T. Inui
Orientation Selectivity of Intracortical Inhibitory Cells in the Striate Visual Cortex: A Computational Theory and a Neural Circuitry / M.N. Shirazi
Interpreting Neural Networks in the Frame of the Logic of Lukasiewicz / C. Moraga ; L. Salinas
Time-Dispersive Effects in the J. Gonzalo's Research on Cerebral Dynamics / I. Gonzalo ; M.A. Porras
Verifying Properties of Neural Networks / P. Rodrigues ; J.F. Costa ; H.T. Siegelmann
Algorithms and Implementation Architectures for Hebbian Neural Networks / J.A. Berzal ; P.J. Zufiria
The Hierarchical Neuro-Fuzzy BSP Model: An Application in Electric Load Forecasting / F.J. de Souza ; M.M.R. Vellasco ; M.A.C. Pacheco
The Chemical Metaphor in Neural Computation / J. Barahona da Fonseca ; I. Barahona da Fonseca ; C.P. Suárez Araujo ; J. Simões da Fonseca
The General Neural-Network Paradigm for Visual Cryptography / T.-W. Yue ; S. Chiang
$$-DTB, Discrete Time Backpropagation with Product Units / J. Santos ; R.J. Duro
Neocognitron-Type Network for Recognizing Rotated and Shifted Patterns with Reduction of Resources / S. Satoh ; S. Miyake ; H. Aso
Classification with Synaptic Radial Basis Units / J.D. Buldain
A Randomized Hypercolumn Model and Gesture Recognition / N. Tsuruta ; Y. Yoshiki ; T. El. Tobely
Heterogeneous Kohonen Networks / S. Negri ; L.A. Belanche
Divided-Data Analysis in a Financial Case Classification with Multi-dendritic Neural Networks
Neuro Fuzzy Systems: State-of-the-Art Modeling Techniques / A. Abraham
Generating Linear Regression Rules from Neural Networks Using Local Least Squares Approximation / R. Setiono
Speech Recognition Using Fuzzy Second-Order Recurrent Neural Networks / A. Blanco ; M. Delgado ; M.C. Pegalajar ; I. Requena
sure of Noise Immunity for Functional Networks / E. Castillo ; O. Fontenla-Romero ; B. Guijarro-Berdinnas ; A. Alonso-Betanzos
A Functional-Neural Network for Post-Nonlinear Independent Component Analysis / O. Fontenla Romero ; B. Guijarro Berdinnas ; A. Alonso Betanzos
Optimal Modular Feedfroward Neural Nets Based on Functional Network Architectures / A.S. Cofiño ; J.M. Gutiérrez
Optimal Transformations in Multiple Linear Regression Using Functional Networks / A.S. Hadi ; B. Lacruz
Learning and Other Plasticity Phenomena, and Complex Systems Dynamics
Generalization Error and Training Error at Singularities of Multilayer Perceptrons / S.-I. Amari ; T. Ozeki ; H. Park
Bistable Gradient Neural Networks: Their Computational Properties / V. Chinarov ; M. Menzinger
Inductive Bias in Recurrent Neural Networks / S. Snyders ; C.W. Omlin
Accelerating the Convergence of EM-Based Training Algorithms for RBF Networks / M. Lázaro ; I. Santamaría ; C. Pantaleón
Expansive and Competitive Neural Networks / J.A. Gomez-Ruiz ; J. Muñoz-Perez ; E. Lopez-Rubio ; M.A. Garcia-Bernal
Fast Function Approximation with Hierarchical Neural Networks and Their Application to a Reinforcement Learning Agent / J. Fischer ; R. Breithaupt ; M. Bode
Two Dimensional Evaluation Reinforcement Learning / H. Okada ; H. Yamakawa ; T. Omori
Comparing the Learning Processes of Cognitive Distance Learning and Search Based Agent / Y. Miyamoto
Selective Learning for Multilayer Feedforward Neural Networks / A.P. Engelbrecht
Connectionist Models of Cortico-Basal Ganglia Adaptive Neural Networks During Learning of Motor Sequential Procedures / J. Molina Vilaplana ; J. Feliú Batlle ; J. López Coronado
Practical Consideration on Generalization Property of Natural Gradient Learning
Novel Training Algorithm Based on Quadratic Optimisation Using Neural Networks / G. Arulampalam ; A. Bouzerdoum
Non-symmetric Support Vector Machines
Natural Gradient Learning in NLDA Networks / J.R. Dorronsoro ; A. González ; C. Santa Cruz
AUTOWISARD: Unsupervised Modes for the WISARD / I. Wickert ; F.M.G. França
Neural Steering: Difficult and Impossible Sequential Problems for Gradient Descent / G. Milligan ; M.K. Weir ; J.P. Lewis
Analysis of Scaling Exponents of Waken and Sleeping Stage in EEG / J.-M. Lee ; D.-J. Kim ; I.-Y. Kim ; S.I. Kim
Model Based Predictive Control Using Genetic Algorithms. Application to Greenhouses Climate Control / X. Blasco ; M. Martínez ; J. Senent ; J. Sanchis
Nonlinear Parametric Model Identification with Genetic Algorithms. Application to a Thermal Process / J.M. Herrero
A Comparison of Several Evolutionary Heuristics for the Frequency Assignment Problem / C. Cotta ; J.M. Troya
GA Techniques Applied to Contour Search in Images of Bovine Livestock / H.M. González Velasco ; C.J. García Orellana ; M. Macías Macías ; M.I. Acevedo Sotoca
Richer Network Dynamics of Intrinsically Non-regular Neurons Measured through Mutual Information / F. Rodríguez ; R. Huerta ; M.I. Rabinovich ; H.D.I. Abarbanel
RBF Neural Networks, Multiobjective Optimization and Time Series Forecasting / J. González ; I. Rojas ; H. Pomares ; J. Ortega
Evolving RBF Neural Networks / V.M. Rivas ; P.A. Castillo ; J.J. Merelo
Evolutionary Cellular Configurations for Designing Feed-Forward Neural Networks Architectures / G. Gutiérrez ; P. Isasi ; J.M. Molina ; A. Sanchís ; I.M. Galván
A Recurrent Multivalued Neural Network for the N-Queens Problem / E. Mérida ; J. Muñoz ; R. Benítez
A Novel Approach to Self-Adaptation of Neuro-Fuzzy Controllers in Real Time / M. Damas
Expert Mutation Operators for the Evolution of Radial Basis Function Neural Networks / M. Salmerón
Studying Neural Networks of Bifurcating Recursive Processing Elements - Quantitative Methods for Architecture Design and Performance Analysis / E. Del Moral Hernandez
Topology-Preserving Elastic Nets / V. Tereshko
Optimization with Linear Constraints in the Neural Network / M. Oota ; N. Ishii ; K. Yamauchi ; M. Nakamura
Optimizing RBF Networks with Cooperative/Competitive Evolution of Units and Fuzzy Rules / A.J. Rivera ; A. Prieto
Study of Chaos in a Simple Discrete Recurrence Neural Network / J.D. Piñeiro ; R.L. Marichal ; L. Moreno ; J.F. Sigut ; E.J. González
Genetic Algorithm versus Scatter Search and Solving Hard MAX-W-SAT Problems / H. Drias
A New Approach to Evolutionary Computation: Segregative Genetic Algorithms (SEGA) / M. Affenzeller
Evolution of Firms in Complex Worlds: Generalized NK Model / N. Jacoby
Learning Adaptive Parameters with Restricted Genetic Optimization Method / S. Garrido
Solving NP-Complete Problems with Networks of Evolutionary Processors / J. Castellanos ; C. Martín-Vide ; V. Mitrana ; J.M. Sempere
Using SOM for Neural Network Visualization / G. Romero
Comparison of Supervised Self-Organizing Maps Using Euclidian or Mahalanobis Distance in Classification Context / F. Fessant ; P. Aknin ; L. Oukhellou ; S. Midenet
Introducing Multi-objective Optimization in Cooperative Coevolution of Neural Networks / N. García-Pedrajas ; E. Sanz-Tapia ; D. Ortiz-Boyer ; C. Hervás-Martínez
STAR - Sparsity through Automated Rejection / R. Burbidge ; M. Trotter ; B. Buxton ; S. Holden
Ordinal Regression with K-SVCR Machines / C. Angulo ; A. Català
Large Margin Nearest Neighbor Classifiers / S. Bermejo ; J. Cabestany
Reduced Support Vector Selection by Linear Programs / W.A. Fellenz
Edge Detection in Noisy Images Using the Support Vector Machines / H. Gómez-Moreno ; S. Maldonado-Bascón ; F. López Ferreras
Initialization in Genetic Algorithms for Constraint Satisfaction Problems / C.R. Vela ; R. Varela ; J. Puente
Evolving High-Posterior Self-Organizing Maps / J. Muruzábal
Using Statistical Techniques to Predict GA Performance / R. Nogueras
Multilevel Genetic Algorithm for the Complete Development of ANN / J. Dorado ; A. Santos ; J.R. Rabuñal
Graph Based GP Applied to Dynamical Systems Modeling / A.M. López ; H. López ; L. Sánchez
Nonlinear System Dynamics in the Normalisation Process of a Self-Organising Neural Network for Combinatorial Optimisation / T. Kwok ; K.A. Smith
Continuous Function Optimisation via Gradient Descent on a Neural Network Approxmiation Function / J.N.D. Gupta
An Evolutionary Algorithm for the Design of Hybrid Fiber Optic-Coaxial Cable Networks in Small Urban Areas / P. Cortés ; F. Guerrero ; D. Canca ; J.M. García
Channel Assignment for Mobile Communications Using Stochastic Chaotic Simulated Annealing / S. Li ; L. Wang
Artificial Intelligence and Cognitive Processes
Seeing is Believing: Depictive Neuromodelling of Visual Awareness / I. Aleksander ; H. Morton ; B. Dunmall
DIAGEN-WebDB: A Connectionist Approach to Medical Knowledge Representation and Inference / R. Martínez ; J.R. Álvarez
Conceptual Spaces as Voltage Maps / J. Aisbett ; Gibbon
Determining Hyper-planes to Generate Symbolic Rules / G. Bologna
Automatic Symbolic Modelling of Co-evolutionarily Learned Robot Skills / A. Ledezma ; A. Berlanga ; R. Aler
ANNs and the Neural Basis for General Intelligence / J.G. Wallace ; K. Bluff
Knowledge and Intelligence / J.C. Herrero
Conjecturing the Cognitive Plausibility of an ANN Theorem-Prover / M.O. Vilela ; P.M.V. Lima
Author Index
Foundations of Connectionism and Biophysical Models of Neurons
Dendrites: The Last-Generation Computers / O. Herreras ; J.M. Ibarz ; L. López-Aguado ; P. Varona
Homogeneity in the Electrical Activity Pattern as a Function of Intercellular Coupling in Cell Networks / E. Andreu ; R. Pomares ; B. Soria ; J.V. Sanchez-Andres
10.

図書

図書
José Mira, Alberto Prieto (eds.)
出版情報: Berlin : Springer, c2001  xxvii, 848 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2085 . 6th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2001, Granada, Spain, June 13-15, 2001 : proceedings ; pt. 2
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目次情報: 続きを見る
Bio-inspired Systems and Engineering
From Embryonics to POEtic Machines / D. Mange ; A. Stauffer ; G. Tempesti ; C. Teuscher
Design and Codesign of Neuro-Fuzzy Hardware / L.M. Reyneri
A Field-Programmable Conductance Array IC for Biological Neurons Modeling / V. Douence ; S. Renaud-Le Masson ; S. Saïghi ; G. Le Masson
A 2-by-n Hybrid Cellular Automaton Implementation Using a Bio-Inspired FPGA / H.F. Restrepo
Parametric Neurocontroller for Positioning of an Anthropomorfic Finger Based on an Oponent Driven-Tendon Transmission System / J.I. Mulero ; J. Feliú Batlle ; J. López Coronado
An Integration Principle for Multimodal Sensor Data Based on Temporal Coherence of Self-Organized Patterns / E.I. Barakova
Simultaneous Parallel Processing of Object and Position by Temporal Correlation / L.F. Lago-Fernández ; G. Deco
Methodology for Nets Design, Nets Simulation and Implementation
NeuSim: A Modular Neural Networks Simulator for Beowulf Clusters / C.J. García Orellana ; R. Gallardo Caballero ; H.M. González Velasco ; F.J. López Aligué
Curved Kernel Neural Network for Functions Approximation / P. Bourret ; B. Pelletier
Repeated Measures Multiple Comparison Procedures Applied to Model Selection in Neural Networks / E. Guerrero Vázquez ; A. Yañez Escolano ; P. Galindo Raiño ; J. Pizarro Junquera
Extension of HUMANN for Dealing with Noise and with Classes of Different Shape and Size: A Parametric Study / P. García Báez ; C.P. Suárez Araujo ; P. Fernández López
Evenet 2000: Designing and Training Arbitrary Neural Networks in Java / E.J. González ; A.F. Hamilton ; L. Moreno ; J.F. Sigut ; R.L. Marichal
Neyman-Pearson Neural Detectors / D. Andina ; J.L. Sanz-González
Optimal Genetic Representation of Complete Strictly-Layered Feedforward Neural Networks / P. Rousset ; C. Guinot ; S. Raptis ; S. Tzafestas ; H. Karagianni
Assessing the Noise Immunity of Radial Basis Function Neural Networks / J.L. Bernier ; J. González ; A. Cañas ; J. Ortega
Analyzing Boltzmann Machine Parameters for Fast Convergence / F.J. Salcedo ; A. Prieto
A Penalization Criterion Based on Noise Behaviour for Model Selection / P. Galindo Riaño
Image Processing
Wood Texture Analysis by Combining the Connected Elements Histogram and Artificial Neural Networks / M.A. Patricio Guisado ; D. Maravall Gómez-Allende
Dynamic Topology Networks for Colour Image Compression / E. López-Rubio ; J. Muñoz-Pérez ; J.A. Gómez-Ruiz
Analysis on the Viewpoint Dependency in 3-D Object Recognition by Support Vector Machines / T. Hayasaka ; E. Ohnishi ; S. Nakauchi ; S. Usui
A Comparative Study of Two Neural Models for Cloud Screening of Iberian Peninsula Meteosat Images / M. Macías Macías ; A. Serrano Pérez ; A. Astilleros Vivas
A Growing Cell Neural Network Structure for Off-Line Signature Recognition / K. Toscano-Medina ; G. Sanchez-Perez ; M. Nakano-Miyatake ; H. Perez-Meana
ZISC-036 Neuro-processor Based Image Processing / K. Madani ; G. de Trémiolles ; P. Tannhof
Self-Organizing Map for Hyperspectral Image Analysis / P. Martínez ; P.L. Aguilar ; R.M. Pérez ; M. Linaje ; J.C. Preciado ; A. Plaza
Classification of the Images of Gene Expression Patterns Using Neural Networks Based on Multi-valued Neurons / I. Aizenberg ; E. Myasnikova ; M. Samsonova
Image Restoration Using Neural Networks / S. Ghennam ; K. Benmahammed
Automatic Generation of Digital Filters by NN Based Learning: An Application on Paper Pulp Inspection / P. Campoy-Cervera ; D.F. Muñoz García ; D. Peña ; J.A. Calderón-Martínez
Image Quality Enhancement for Liquid Bridge Parameter Estimation with DTCNN / M.A. Jaramillo ; J. Álvaro Fernández ; J.M. Montanero ; F. Zayas
Neural Network Based on Multi-valued Neurons: Application in Image Recognition, Type of Blur and Blur Parameters Identification / N. Aizenberg ; C. Butakoff
Analyzing Wavelets Components to Perform Face Recognition / P. Isasi ; M. Velasco ; J. Segovia
Man-Machine Voice Interface Using a Commercially Available Neural Chip / N.J. Medraño-Marqués ; B. Martín-del-Brío
Partial Classification in Speech Recognition Verification / G. Hernández Ábrego ; I. Torres Sánchez
Speaker Recognition Using Gaussian Mixtures Model / E. Simancas-Acevedo ; A. Kurematsu ; M. Nakano Miyatake
A Comparative Study of ICA Filter Structures Learnt from Natural and Urban Images / C. Ziegaus ; E.W. Lang
Neural Edge Detector - A Good Mimic of Conventional One Yet Robuster against Noise / K. Suzuki ; I. Horiba ; N. Sugie
Neural Networks for Image Restoration from the Magnitude of Its Fourier Transform / A. Burian ; J. Saarinen ; P. Kuosmanen
Medical Applications
An Automatic System for the Location of the Optic Nerve Head from 2D Images / M. Bachiller ; M. Rincón ; J. Mira ; J. García-Feijó
Can ICA Help Classify Skin Cancer and Benign Lesions? / C. Mies ; C. Bauer ; G. Ackermann ; W. Bäumler ; C. Abels ; C.G. Puntonet ; M. Rodríguez-Alvarez
An Approach Fractal and Analysis of Variogram for Edge Detection of Biomedical Images / L. Hamami ; N. Lassouaoui
Some Examples for Solving Clinical Problems Using Neural Networks / A.J. Serrano ; E. Soria ; G. Camps ; J.D. Martín ; N.V. Jiménez
Medical Images Analysis: An Application of Artificial Neural Networks in the Diagnosis of Human Tissues / E. Restum Antonio ; L. Biondi Neto ; V. De Roberto Junior ; F. Hideo Fukuda
Feature Selection, Ranking of Each Feature and Classification for the Diagnosis of Community Acquired Legionella Pneumonia / E. Monte ; J. Solé i Casals ; J.A. Fiz ; N. Sopena
Rotation-Invariant Image Association for Endoscopic Positional Identification Using Complex-Valued Associative Memories / H. Aoki ; E. Watanabe ; A. Nagata ; Y. Kosugi
A Multi Layer Perceptron Approach for Predicting and Modeling the Dynamical Behavior of Cardiac Ventricular Repolarisation / R. El Dajani ; M. Miquel ; P. Rubel
Detection of Microcalcifications in Mammograms by the Combination of a Neural Detector and Multiscale Feature Enhancement / A. Vega-Corona
An Auto-learning System for the Classification of Fetal Heart Rate Decelerative Patterns / B. Guijarro Berdiñas ; A. Alonso-Betanzos ; O. Fontenla-Romero ; O. Garcia-Dans ; N. Sádnchez Maroño
Neuro-Fuzzy Nets in Medical Diagnosis: The DIAGEN Case Study of Glaucoma / E. Carmona ; J. García Feijó ; M.G. de la Rosa
Robotics
Evolving Brain Structures for Robot Control / F. Pasemann ; U. Steinmetz ; M. Hülse ; B. Lara
A Cuneate-Based Network and Its Application as a Spatio-Temporal Filter in Mobile Robotics / E. Sánchez ; M. Mucientes ; S. Barro
An Application of Fuzzy State Automata: Motion Control of an Hexapod Walking Machine / D. Morano
Neural Adaptive Force Control for Compliant Robots / N. Saadia ; Y. Amirat ; J. Pontnaut ; A. Ramdane-Cherif
Reactive Navigation Using Reinforment Learning Techniques in Situations of POMDPs / P. Puliti ; G. Tascini ; A. Montesanto
Landmark Recognition for Autonomous Navigation Using Odometric Information and a Network of Perceptrons / J. de Lope Asiaín
Topological Maps for Robot's Navigation: A Conceptual Approach / F. de la Paz López ; J.R. Álvarez-Sánchez
Information Integration for Robot Learning Using Neural Fuzzy Systems / C. Zhou ; Y. Yang ; J. Kanniah
Incorporating Perception-Based Information in Reinforcement Learning Using Computing with Words / X. Jia
Cellular Neural Networks for Mobile Robot Vision / M. Balsi ; A. Maraschini ; G. Apicella ; S. Luengo ; J. Solsona ; X. Vilasís-Cardona
Learning to Predict Variable-Delay Rewards and Its Role in Autonomous Developmental Robotics / A. Pérez-Uribe ; M. Courant
Robust Chromatic Identification and Tracking / J. Ramírez ; G. Grittani
Sequence Learning in Mobile Robots Using Avalanche Neural Networks / G. Quero ; C. Chang
Investigating Active Pattern Recognition in an Imitative Game / S. Moga ; P. Gaussier ; M. Quoy
Towards an On-Line Neural Conditioning Model for Mobile Robots / E. Şahin
General Applications
A Thermocouple Model Based on Neural Networks / N. Medraño-Marqués ; R. del-Hoyo-Alonso
Improving Biological Sequence Property Distances Using a Genetic Algorithm / O.M. Perez ; F.J. Marin ; O. Trelles
Data Mining Applied to Irrigation Water Management / J.A. Botía ; A.F. Gómez Skarmeta ; M. Valdés ; A. Padilla
Classification of Specular Object Based on Statistical Learning Theory / T.S. Yun
On the Application of Heteroassociative Morphological Memories to Face Localization / B. Raducanu ; M. Graña
Early Detection and Diagnosis of Faults in an AC Motor Using Neuro Fuzzy Techniques: FasArt+ Fuzzy k Nearest Neighbors / J. Juez ; G.I. Sainz ; E.J. Moya ; J.R. Perán
Knowledge-Based Neural Networks for Modelling Time Series / J. van Zyl ; C.W. Omlin
Using Artificial Neural Network to Define Fuzzy Comparators in FSQL with the Criterion of Some Decision-Maker / R. Carrasco ; J. Galindo ; A. Vila
Predictive Classification for Integrated Pest Management by Clustering in NN Output Space / M. Salmerón ; D. Guidotti ; R. Petacchi
Blind Source Separation in the Frequency Domain: A Novel Solution to the Amplitude and the Permutation Indeterminacies / A. Dapena ; L. Castedo
Evaluation, Classification and Clustering with Neuro-Fuzzy Techniques in Integrate Pest Management / E. Bellei ; I. Rizzi
Inaccessible Parameters Monitoring in Industrial Environment: A Neural Based Approach / I. Berechet
Autoorganized Structures for Extraction of Perceptual Primitives / M. Penas ; M.J. Carreira ; M.G. Penedo
Real-Time Wavelet Transform for Image Processing on the Cellular Neural Network Universal Machine / V.M. Preciado
OBLIC: Classification System Using Evolutionary Algorithm / J.L. Alvarez ; J. Mata ; J.C. Riquelme
Design of a Pre-processing Stage for Avoiding the Dependence on TSNR of a Neural Radar Detector / P. Jarabo Amores ; M. Rosa Zurera ; F. López Ferreras
Foetal Age and Weight Determination Using a Lateral Interaction Inspired Net / A. Fernández-Caballero ; F.J. Gómez ; M.A. Fernández
Inference of Stochastic Regular Languages through Simple Recurrent Networks with Time Dealys / G.A. Casañ ; M.A. Castaño
Is Neural Network a Reliable Forecaster on Earth? A MARS Query! / A. Abraham ; D. Steinberg
Character Feature Extraction Using Polygonal Projection Sweep (Contour Detection) / R.J. Rodrigues ; G.K. Vianna ; A.C.G. Thomé
Using Contextual Information to Selectively Adjust Preprocessing Parameters / P. Neskovic ; L.N. Cooper
Electric Power System's Stability Assessment and Online-Provision of Control Actions Using Self-Organizing Maps / C. Leder ; C. Rehtanz
Neural Networks for Contingency Evaluation and Monitoring in Power Systems / F. García-Lagos ; G. Joya ; F.J. Marín ; F. Sandoval
Hybrid Framework for Neuro-dynamic Programming Application to Water Supply Networks / M. Damas ; M. Salmeródn ; G. Olivares
Classification of Disturbances in Electrical Signals Using Neural Networks / C. León ; A. López ; J.C. Montaño ; Í. Monedero
Neural Classification and "Traditional" Data Analysis: An Application to Households' Living Conditions / S. Ponthieux ; M. Cottrell
Nonlinear Synthesis of Vowels in the LP Residual Domain with a Regularized RBF Network / E. Rank ; G. Kubin
Nonlinear Vectorial Prediction with Neural Nets / M. Faúndez-Zanuy
Separation of Sources Based on the Partitioning of the Space of Observations / M. Rodríguez-Álvarez ; I. Rojas
Adaptive ICA with Order Statistics in Multidmensional Scenarios / Y. Blanco ; S. Zazo ; J.M. Paez-Borrallo
Pattern Repulsion Revistited / Fabian J. Theis ; C. Puntonet
The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction / S. Cruces ; A. Cichocki ; S.-I. Amari
Feature Extraction in Digital Mammography: An Independent Component Analysis Approach / A. Koutras ; I. Christoyianni ; E. Dermatas ; G. Kokkinakis
Blind Source Separation in Convolutive Mixtures: A Hybrid Approach for Colored Sources / F. Abrard ; Y. Deville
A Conjugate Gradient Method and Simulated Annealing for Blind Separation of Sources / R. Martín-Clemente ; J.I. Acha
The Problem of Overlearning in High-Order ICA Approaches: Analysis and Solutions / J. Särelä ; R. Vigário
Equi-convergence Algorithm for Blind Separation of Sources with Arbitrary Distributions / L.-Q. Zhang ; S. Amari
Separating Convolutive Mixtures by Mutual Information Minimization / M. Babaie-Zadeh ; C. Jutten ; K. Nayebi
Author Index
Foundations of Connectionism and Biophysical Models of Neurons
Dendrites: The Last-Generation Computers / O. Herreras ; J.M. Ibarz ; L. López-Aguado ; P. Varona
Homogeneity in the Electrical Activity Pattern as a Function of Intercellular Coupling in Cell Networks / E. Andreu ; R. Pomares ; B. Soria ; J.V. Sanchez-Andres
A Realistic Computational Model of the Local Circuitry of the Cuneate Nucleus / J. Mariño ; A. Canedo
Algorithmic Extraction of Morphological Statistics from Electronic Archives of Neuroanatomy / R. Scorcioni ; G.A. Ascoli
What Can We Compute with Lateral Inhibition Circuits? / A.E. Delgado
Neuronal Models with Current Inputs / J. Feng
Decoding the Population Responses of Retinal Ganglions Cells Using Information Theory / J.M. Ferrández ; M. Bongard ; F. García de Quirós ; J.A. Bolea ; J. Ammermüller ; R.A. Normann ; E. Fernández
Numerical Study of Effects of Co-transmission by Substance P and Acetylcholine on Synaptic Plasticity in Myenteric Neurons / R. Miftakov ; J. Christensen
Neurobiological Modeling of Bursting Response During Visual Attention / R. Rajimehr ; L. Montaser Kouhsari
Sensitivity of Simulated Striate Neurons to Cross-Like Stimuli Based on Disinhibitory Mechanism / K.A. Saltykov ; I.A. Shevelev
Synchronisation Mechanisms in Neuronal Networks / S. Chillemi ; M. Barbi ; A. Di Garbo
Detection of Oriented Repetitive Alternating Patterns in Color Images (A Computational Model of Monkey Grating Cells) / T. Lourens ; H.G. Okuno ; H. Kitano
Synchronization in Brain - Assessment by Electroencephalographic Signals / E. Pereda ; J. Bhattacharya
Strategies for the Optimization of Large Scale Networks of Integrate and Fire Neurons / M.A. Sánchez-Montañés
Structural and Functional Models of Neurons
A Neural Network Model of Working Memory (Processing of "What" and "Where" Information) / T. Minami ; T. Inui
Orientation Selectivity of Intracortical Inhibitory Cells in the Striate Visual Cortex: A Computational Theory and a Neural Circuitry / M.N. Shirazi
Interpreting Neural Networks in the Frame of the Logic of Lukasiewicz / C. Moraga ; L. Salinas
Time-Dispersive Effects in the J. Gonzalo's Research on Cerebral Dynamics / I. Gonzalo ; M.A. Porras
Verifying Properties of Neural Networks / P. Rodrigues ; J.F. Costa ; H.T. Siegelmann
Algorithms and Implementation Architectures for Hebbian Neural Networks / J.A. Berzal ; P.J. Zufiria
The Hierarchical Neuro-Fuzzy BSP Model: An Application in Electric Load Forecasting / F.J. de Souza ; M.M.R. Vellasco ; M.A.C. Pacheco
The Chemical Metaphor in Neural Computation / J. Barahona da Fonseca ; I. Barahona da Fonseca ; J. Simões da Fonseca
The General Neural-Network Paradigm for Visual Cryptography / T.-W. Yue ; S. Chiang
II-DTB, Discrete Time Backpropagation with Product Units / J. Santos ; R.J. Duro
Neocognitron-Type Network for Recognizing Rotated and Shifted Patterns with Reduction of Resources / S. Satoh ; S. Miyake ; H. Aso
Classification with Synaptic Radial Basis Units / J.D. Buldain
A Randomized Hypercolumn Model and Gesture Recognition / N. Tsuruta ; Y. Yoshiki ; T. El. Tobely
Heterogeneous Kohonen Networks / S. Negri ; L.A. Belanche
Divided-Data Analysis in a Financial Case Classification with Multi-dendritic Neural Networks
Neuro Fuzzy Systems: State-of-the-Art Modeling Techniques
Generating Linear Regression Rules from Neural Networks Using Local Least Squares Approximation / Setiono
Speech Recognition Using Fuzzy Second-Order Recurrent Neural Networks / A. Blanco ; M. Delgado ; M.C. Pegalajar ; I. Requena
A Measure of Noise Immunity for Functional Networks / E. Castillo ; B. Guijarro-Berdinas
A Functional-Neural Network for Post-Nonlinear Independent Component Analysis / O. Fontenla Romero ; B. Guijarro Berdinnas ; A. Alonso Betanzos
Optimal Modular Feedfroward Neural Nets Based on Functional Network Architectures / A.S. Cofiño ; J.M. Gutiérrez
Optimal Transformations in Multiple Linear Regression Using Functional Networks / A.S. Hadi ; B. Lacruz
Learning and Other Plasticity Phenomena, and Complex Systems Dynamics
Generalization Error and Training Error at Singularities of Multilayer Perceptrons / T. Ozeki ; H. Park
Bistable Gradient Neural Networks: Their Computational Properties / V. Chinarov ; M. Menzinger
Inductive Bias in Recurrent Neural Networks / S. Snyders
Accelerating the Convergence of EM-Based Training Algorithms for RBF Networks / M. Lázaro ; I. Santamaría ; C. Pantaleón
Expansive and Competitive Neural Networks / J.A. Gomez-Ruiz ; J. Muñoz-Perez ; E. Lopez-Rubio ; M.A. Garcia-Bernal
Fast Function Approximation with Hierarchical Neural Networks and Their Application to a Reinforcement Learning Agent / J. Fischer ; R. Breithaupt ; M. Bode
Two Dimensional Evaluation Reinforcement Learning / H. Okada ; H. Yamakawa ; T. Omori
Comparing the Learning Processes of Cognitive Distance Learning and Search Based Agent / Y. Miyamoto
Selective Learning for Multilayer Feedforward Neural Networks / A.P. Engelbrecht
Connectionist Models of Cortico-Basal Ganglia Adaptive Neural Networks During Learning of Motor Sequential Procedures / J. Molina Vilaplana
Practical Consideration on Generalization Property of Natural Gradient Learning
Novel Training Algorithm Based on Quadratic Optimisation Using Neural Networks / G. Arulampalam ; A. Bouzerdoum
Non-symmetric Support Vector Machines
Natural Gradient Learning in NLDA Networks / J.R. Dorronsoro ; A. González ; C. Santa Cruz
AUTOWISARD: Unsupervised Modes for the WISARD / I. Wickert ; F.M.G. França
Neural Steering: Difficult and Impossible Sequential Problems for Gradient Descent / G. Milligan ; M.K. Weir ; J.P. Lewis
Analysis of Scaling Exponents of Waken and Sleeping Stage in EEG / J.-M. Lee ; D.-J. Kim ; I.-Y. Kim ; S.I. Kim
Model Based Predictive Control Using Genetic Algorithms. Application to Greenhouses Climate Control / X. Blasco ; M. Martínez ; J. Senent ; J. Sanchis
Nonlinear Parametric Model Identification with Genetic Algorithms. Application to a Thermal Process / J.M. Herrero
A Comparison of Several Evolutionary Heuristics for the Frequency Assignment Problem / C. Cotta ; J.M. Troya
GA Techniques Applied to Contour Search in Images of Bovine Livestock / M.I. Acevedo Sotoca
Richer Network Dynamics of Intrinsically Non-regular Neurons Measured through Mutual Information / F. Rodríguez ; R. Huerta ; M.I. Rabinovich ; H.D.I. Abarbanel
RBF Neural Networks, Multiobjective Optimization and Time Series Forecasting / H. Pomares
Evolving RBF Neural Networks / V.M. Rivas ; P.A. Castillo ; J.J. Merelo
Evolutionary Cellular Configurations for Designing Feed-Forward Neural Networks Architectures / G. Gutiérrez ; J.M. Molina ; A. Sanchís ; I.M. Galván
A Recurrent Multivalued Neural Network for the N-Queens Problem / E. Mérida ; J. Muñoz ; R. Benítez
A Novel Approach to Self-Adaptation of Neuro-Fuzzy Controllers in Real Time
Expert Mutation Operators for the Evolution of Radial Basis Function Neural Networks
Studying Neural Networks of Bifurcating Recursive Processing Elements - Quantitative Methods for Architecture Design and Performance Analysis / E. Del Moral Hernandez
Topology-Preserving Elastic Nets / V. Tereshko
Optimization with Linear Constraints in the Neural Network / M. Oota ; N. Ishii ; K. Yamauchi ; M. Nakamura
Optimizing RBF Networks with Cooperative/Competitive Evolution of Units and Fuzzy Rules / A.J. Rivera
Study of Chaos in a Simple Discrete Recurrence Neural Network / J.D. Piñeiro
Genetic Algorithm versus Scatter Search and Solving Hard MAX-W-SAT Problems / H. Drias
A New Approach to Evolutionary Computation: Segregative Genetic Algorithms (SEGA) / M. Affenzeller
Evolution of Firms in Complex Worlds: Generalized NK Model / N. Jacoby
Learning Adaptive Parameters with Restricted Genetic Optimization Method / S. Garrido
Solving NP-Complete Problems with Networks of Evolutionary Processors / J. Castellanos ; C. Martín-Vide ; V. Mitrana ; J.M. Sempere
Using SOM for Neural Network Visualization / G. Romero
Comparison of Supervised Self-Organizing Maps Using Euclidian or Mahalanobis Distance in Classification Context / F. Fessant ; P. Aknin ; L. Oukhellou ; S. Midenet
Introducing Multi-objective Optimization in Cooperative Coevolution of Neural Networks / N. García-Pedrajas ; E. Sanz-Tapia ; D. Ortiz-Boyer ; C. Hervás-Martínez
STAR - Sparsity through Automated Rejection / R. Burbidge ; M. Trotter ; B. Buxton ; S. Holden
Ordinal Regression with K-SVCR Machines / C. Angulo ; A. Català
Large Margin Nearest Neighbor Classifiers / S. Bermejo ; J. Cabestany
Reduced Support Vector Selection by Linear Programs / W.A. Fellenz
Edge Detection in Noisy Images Using the Support Vector Machines / H. Góimez-Moreno ; S. Maldonado-Bascón
Initialization in Genetic Algorithms for Constraint Satisfaction Problems / C.R. Vela ; R. Varela ; J. Puente
Evolving High-Posterior Self-Organizing Maps / J. Muruzábal
Using Statistical Techniques to Predict GA Performance / R. Nogueras
Multilevel Genetic Algorithm for the Complete Development of ANN / J. Dorado ; A. Santos ; J.R. Rabuñal
Graph Based GP Applied to Dynamical Systems Modeling / A.M. López ; H. López ; L. Sánchez
Nonlinear System Dynamics in the Normalisation Process of a Self-Organising Neural Network for Combinatorial Optimisation / T. Kwok ; K.A. Smith
Continuous Function Optimisation via Gradient Descent on a Neural Network Approxmiation Function / J.N.D. Gupta
An Evolutionary Algorithm for the Design of Hybrid Fiber Optic-Coaxial Cable Networks in Small Urban Areas / P. Cortiés ; F. Guerrero ; D. Canca ; J.M. García
Channel Assignment for Mobile Communications Using Stochastic Chaotic Simulated Annealing / S. Li ; L. Wang
Artificial Intelligence and Cognitive Processes
Seeing is Believing: Depictive Neuromodelling of Visual Awareness / I. Aleksander ; H. Morton ; B. Dunmall
DIAGEN-WebDB: A Connectionist Approach to Medical Knowledge Representation and Inference / R. Martínez ; J.R. Álvarez
Conceptual Spaces as Voltage Maps / J. Aisbett ; G. Gibbon
Determining Hyper-planes to Generate Symbolic Rules / G. Bologna
Automatic Symbolic Modelling of Co-evolutionarily Learned Robot Skills / A. Ledezma ; A. Berlanga ; R. Aler
ANNs and the Neural Basis for General Intelligence / J.G. Wallace ; K. Bluff
Knowledge and Intelligence / J.C. Herrero
Conjecturing the Cognitive Plausibility of an ANN Theorem-Prover / I.M.O. Vilela ; P.M.V. Lima
Bio-inspired Systems and Engineering
From Embryonics to POEtic Machines / D. Mange ; A. Stauffer ; G. Tempesti ; C. Teuscher
Design and Codesign of Neuro-Fuzzy Hardware / L.M. Reyneri
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