SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Tony Allen, Richard Ellis, Miltos Petridis, British Computer Society.
SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Max A. Bramer, Frans Coenen, Andrew L. Tuson, British Computer Society.
Combining Task Execution and Background Knowledge for the Verification of Medical Guidelines / Arjen Hommersom ; Perry Groot ; Peter Lucas ; Michael Balser ; Jonathan Schmitt
AI Techniques (GAs, Bio-Motivated Computing and Bayes) / Session 1:
A Discrete Particle Swarm Optimization Algorithm for the Permutation Flowshop Sequencing Problem with Makespan Criterion / Quan-Ke Pan ; M. Fatih Tasgetiren ; Yun-Chia Liang
Intialization Method for Grammar-guided Genetic Programming / Marc Garcia-Arnau ; Daniel Manrique ; Juan Rios ; Alfonso Rodriguez-Paton
Improving the Gradient Based Search Direction to Enhance Training Efficiency of Back Propagation Based Neural Network Algorithms / Nazri Mohd Nawi ; Meghana R. Ransing ; Rajesh S. Ransing
A Decision Tree-Based Attribute Weighting Filter for Naive Bayes / Mark Hall
Graphical Reasoning with Bayesian Networks / Ildiko Flesch
Two Different Approaches to Automated Mark Up of Emotions in Text / Virginia Francisco ; Raquel Hervas ; Pablo Gervas
Towards a Framework for Change Detection in Data Sets / Mirko Botthcer ; Detlef Nauck ; Dymitr Ruta ; Martin Spott
Incremental Inductive Learning in a Constructivist Agent / Filipo Studzinski Perotto ; Luis Otavio Alvares
Argumentation, Dialogue Games and Optimisation / Session 2b:
Argument Based Contract Enforcement / Nir Oren ; Alun Preece ; Timothy J. Norman
Negotiating Intelligently / John Debenham ; Simeon Simoff
Avoiding Long and Fruitless Dialogues in Critiquing / David McSherry ; David W. Aha
LSA-based Landscape Analysis for Multicast Routing / Mohammed S. Zahrani ; Martin J. Loomes ; James A. Malcolm ; Andreas A. Albrecht
Knowledge Representation and Management / Session 3:
Dependent Record Types for Dynamic Context Representation / Richard Dapoigny ; Patrick Barlatier
Adjusting game difficulty level through Formal Concept Analysis / Marco A. Gomez-Martin ; Pedro P. Gomez-Martin ; Pedro A. Gonzalez-Calero ; Belen Diaz-Agudo
Integrating Uncertain Knowledge in a Domain Ontology for Room Concept Classifications / Joana Hois ; Kerstin Schill ; John A. Bateman
Semantic Web / Session 4:
Using AI and Semantic Web Technologies to attack Process Complexity in Open Systems / Simon Thompson ; Nick Giles ; Yang Li ; Hamid Ghari ; Thuc Nguyen (BT)
A Semantic Web Blackboard System / Craig McKenzie ; Peter Gray
Planning with the Semantic Web by fusing Ontologies and Planning Domain Definitions / Marco Cioffi ; Simon Thompson (BT)
A Reusable Commitment Management Service using Semantic Web Technology / Stuart Chalmers
Model Based Systems and Simulation / Session 5:
On-Line Monitoring of Plan Execution: a Distributed Approach / Roberto Micalizio ; Pietro Torasso
Incremental Fault Isolation for Dynamic Processes / George Coghill ; Guofu Wu
Qualitative Approaches to Semantic Scene Modelling and Retrieval / Zia Ul Qayyum ; A.G. Cohn
A Platform for Simulating Language Evolution / Carl Vogel ; Justin Woods
Short Papers
Improving the Interpretability of Classification Rules in Sparse Bioinformatics Datasets / James Smaldon ; Alex A. Freitas
An Agent-Based Approach to Non-Distributed and Distributed Clustering / Ireneusz Czarnowski ; Piotr Jedrzejowicz
Transparency of Computational Intelligence Models / Peter Owotoki ; Friedrich Mayer-Lindenberg
Exploring Web Search Results Clustering / Xiaoxia Wang ; Max Bramer
Case-based Intention Selection for Autonomous Agent that Acts in Structured Synthetic Worlds / Haris Supic
On Clustering Attribute-oriented Induction / Maybin Muyeba ; M. Sulaiman Khan ; Zhiguo Gong
Chinese Text Clustering for Topic Detection Based on Word Pattern Relation / Yen-Ju Yang ; Su-Hsin Yu
Text Classification Using Language Independent Pre-processing / Yanbo J. Wang ; Frans Coenen ; Paul Leng ; Robert Sanderson
Author Index
Best Technical Paper
Combining Task Execution and Background Knowledge for the Verification of Medical Guidelines / Arjen Hommersom ; Perry Groot ; Peter Lucas ; Michael Balser ; Jonathan Schmitt
AI Techniques (GAs, Bio-Motivated Computing and Bayes) / Session 1:
Man-Machine Interface for Intuitive Knowledge Access
Do Knowledge Assets Really Exist in the World and Can We Access Such Knowledge? Knowledge Evolves Through a Cycle of Knowledge Liquidization and Crystallization / Koichi Hori
Benefits of Subjunctive Interface Support for Exploratory Access to Online Resources / Aran Lunzer
Eye Movement Navigation Interface Supporting Reading / Satoru Morita
Intuitive Interfaces for Motion Generation and Search / Yoshihiro Okada ; Hiroaki Etou ; Koichi Niijima
IntelligentPad / Meme Media
Human-Agent Co-operation in Accessing and Communicating Knowledge Media - A Case in Medical Therapy Planning / Volker Dötsch ; Kimihito Ito ; Klaus P. Jantke
Accessing Related Web Resources Through Annotated Documents / Jun Fujima ; Yuzuru Tanaka
The Biotope Issue in Meme Media Implementations
Meme Media Architecture for Intuitively Accessing and Organizing Intellectual Resources
Visualization and Design of Information Access Spaces
Enhancing Visual Perception Using Dynamic Updating of Display / Toshio Kawashima ; Takanori Terashima ; Takeshi Nagasaki ; Masashi Toda
3D Space Framework for the Multi-facet Accessing of Database Records / Makoto Ohigashi
Integrated Visualization Framework for Relational Databases and Web Resources / Tsuyoshi Sugibuchi
Semantic and Narrative Organization and Access of Knowledge Discovering Implicit Relationships in a Web of Contexts / Mina Akaishi ; Nicolas Spyratos
On Information Organization in Annotation Systems / Panos Constantopoulos ; Martin Doerr ; Maria Theodoridou ; Manos Tzobanakis
Modelling Learning Subjects as Relationships
Formalizing Retrieval Goal Change by Prioritized Abduction / Ken Satoh
Similarity of Documents Based on the Vector Sequence Model / Akihiro Yamamoto ; Akira Ogiso
Towards Constructing Story Databases Using Maximal Analogies Between Stories / Masaharu Yoshioka ; Makoto Haraguchi ; Akihito Mizoe
Author Index
Man-Machine Interface for Intuitive Knowledge Access
Do Knowledge Assets Really Exist in the World and Can We Access Such Knowledge? Knowledge Evolves Through a Cycle of Knowledge Liquidization and Crystallization / Koichi Hori
Benefits of Subjunctive Interface Support for Exploratory Access to Online Resources / Aran Lunzer
Joint ERCIM/CoLogNET International Workshop on Constraint Solving and Constraint Logic Programming, Boi Faltings, Takeo Kanade, European Research Consortium for Informatics and Mathematics., Adrian Petcu, Francesca Rossi
出版情報:
Springer eBooks Computer Science , Springer Berlin / Heidelberg, 2005
International Conference on Applications of Declarative Programming and Knowledge Management, Takeo Kanade, Dietmar Seipel, Ulrich Geske, Michael Hanus
出版情報:
Springer eBooks Computer Science , Springer Berlin / Heidelberg, 2005
Centralized Indirect Control of an Anaerobic Digestion Bioprocess Using Recurrent Neural Identifier / Ieroham S. Baruch ; Rosalba Galvan-Guerra ; Boyka Nenkova
Logical Analysis of Mappings between Medical Classification Systems / Elena Cardillo ; Claudio Eccher ; Andrei Tamilin
Modeling Reuse on Case-Based Reasoning with Application to Breast Cancer Diagnosis / Carles Pous ; Pablo Gay ; Albert Pla ; Joan Brunet ; Judit Sanz ; Teresa Ramon y Cajal ; Beatriz Lopez
Toward Expert Knowledge Representation for Automatic Breast Cancer Detection / Marina Velikova ; Maurice Samulski ; Nico Karssemeijer ; Peter Lucas
Hybrid Wavelet-RBFNN Model for Monthly Anchovy Catches Forecasting / Nibaldo Rodriguez ; Broderick Crawford ; Carlos Castro ; Eleuterio Yanez
Trilateration Analysis for Movement Planning in a Group of Mobile Robots / Svetoslav Genchev ; Pencho Venkov ; Boris Vidolov
Posters / 7:
Dynamic and Neuro-Dynamic Optimization of a Fed-Batch Fermentation Process / Tatiana Ilkova ; Mitko Petrov
Classification Model for Estimation of Risk Factors in Cardiological Diagnostics / Plamena Andreeva
A Hybrid Approach to Distributed Constraint Satisfaction / David Lee ; Kit-Ying Hui
Interleaved Alldifferent Constraints: CSP vs. SAT Approaches / Frederic Lardeux ; Eric Monfroy
Adaptation of Personality-Based Decision Making to Crowd Behavior Simulations / Fatemeh Alavizadeh ; Caro Lucas ; Behzad Moshiri
Conceptualizing Interactions with Matchmakers and Front-Agents Using Formal Verification Methods / Amelia Badica ; Costin Badica
A Social and Emotional Model for Obtaining Believable Emergent Behaviors / Javier Asensio ; Marta Jimenez ; Susana Fernandez
A Learning Approach to Eary Bug Prediction in Deployed Softward / Saeed Parsa ; Somaye Arabi ; Mojtaba Vahidi-Asl
Evolutionary Decision Support System for Stock Market Trading / Piotr Lipinski
Suboptimal Nonlinear Predictive Control Based on Neural Wiener Models
Author Index
Agents / 1:
Context Model for Multi-Agent System Reconfiguration / Krzysztof Stebel ; Dariusz Choinski
NN-Based Multiagent Platform for Testing Investing Strategies / Darius Plikynas
A Study of SAT-Based Branching Heuristics for the CSP / Yannis Argyropoulos ; Kostas Stergiou
Autonomy in Virtual Agents: Integrating Perception and Action on Functionally Grounded Representations / Argyris Arnellos ; Spyros Vosinakis ; George Anastasakis ; John Darzentas
A Sparse Regression Mixture Model for Clustering Time-Series / K. Blekas ; N. Galatsanos ; A. Likas
Human Distress Sound Analysis and Characterization Using Advanced Classification Techniques / Charalampos Doukas ; Ilias Maglogiannis
A Genetic Programming Environment for System Modeling / Efstratios F. Georgopoulos ; George P. Zarogiannis ; Adam V. Adamopoulos ; Anastasios P. Vassilopoulos ; Spiridon D. Likothanassis
Mining Gene Expression Profiles and Gene Regulatory Networks: Identification of Phenotype-Specific Molecular Mechanisms / Alexandros Kanterakis ; Dimitris Kafetzopoulos ; Vassilis Moustakis ; George Potamias
MOpiS: A Multiple Opinion Summarizer / Fotis Kokkoras ; Efstratia Lampridou ; Konstantinos Ntonas ; Ioannis Vlahavas
Human Behavior Classification Using Multiple Views / Dimitrios I. Kosmopoulos ; Panagiota Antonakaki ; Konstandinos Valasoulis ; Anastasios Kesidis ; Stavros Perantonis
A Hamming Maxnet That Determines all the Maxima / Konstantinos Koutroumbas
Item-Based Filtering and Semantic Networks for Personalized Web Content Adaptation in E-Commerce / Panayiotis Koutsabasis
Fuzzy Representation and Synthesis of Concepts in Engineering Design / Vassilis C. Moulianitis ; Nikos A. Aspragathos ; Argiris J. Dentsoras
Phonotactic Recognition of Greek and Cypriot Dialects from Telephone Speech / Iosif Mporas ; Todor Ganchev ; Nikos Fakotakis
A "Bag" or a "Window" of Words for Information Filtering? / Nikolaos Nanas ; Manolis Vavalis
A Fuzzy Clustering Algorithm to Estimate the Parameters of Radial Basis Functions Neural Networks and Its Application to System Modeling / Antonios D. Niros ; George E. Tsekouras
Speech/Music Discrimination Based on Discrete Wavelet Transform / Stavros Ntalampiras
Comparing Datasets Using Frequent Itemsets: Dependency on the Mining Parameters / Irene Ntoutsi ; Yannis Theodoridis
A Theory of Action, Knowledge and Time in the Event Calculus / Theodore Patkos ; Dimitris Plexousakis
Tensor Space Models for Authorship Identification / Spyridon Plakias ; Efstathios Stamatatos
Efficient Incremental Model for Learning Context-Free Grammars from Positive Structural Examples / Gend Lal Prajapati ; Narendra S. Chaudhari ; Manohar Chandwani
Histogram-Based Visual Object Recognition for the 2007 Four-Legged RoboCup League / Souzana Volioti ; Michail G. Lagoudakis
Learning Ontologies of Appropriate Size / Elias Zavitsanos ; Sergios Petridis ; Georgios Paliouras ; George A. Vouros
Short Papers
Bayesian Model of Recognition on a Finite Set of Events / Vladimir Berikov ; Gennady Lbov
The DR-Prolog Tool Suite for Defeasible Reasoning and Proof Explanation in the Semantic Web / Constantinos Papatheodorou
Modeling Stroke Diagnosis with the Use of Intelligent Techniques / S. Lalas ; N. Ampazis ; A. Tsakonas ; G. Dounias ; K. Vemmos
Introducing Parallel Computations to a PTTP-Based First-Order Reasoning Process in the Oz Language / Adam Meissner
A Dense Stereo Correspondence Algorithm for Hardware Implementation with Enhanced Disparity Selection / Lazaros Nalpantidis ; Georgios Ch. Sirakoulis ; Antonios Gasteratos
MyCites: An Intelligent Information System for Maintaining Citations / George Papadakis
Improving the Integration of Neuro-Symbolic Rules with Case-Based Reasoning / Jim Prentzas ; Ioannis Hatzilygeroudis ; Othon Michail
Rule-Based Fuzzy Logic System for Diagnosing Migraine / Svetlana Simic ; Dragan Simic ; Petar Slankamenac ; Milana Simic-Ivkov
An Individualized Web-Based Algebra Tutor Based on Dynamic Deep Model Tracing / Dimitrios Sklavakis ; Ioannis Refanidis
Design and Optimization of IIR Digital Filters with Non-standard Characteristics Using Continuous Ant Colony Optimization Algorithm / Adam Slowik ; Michal Bialko
An Empirical Study of Lazy Multilabel Classification Algorithms / E. Spyromitros ; G. Tsoumakas ; I. Vlahavas
An Algorithm of Decentralized Artificial Immune Network and Its Implementation / Mariusz Swiecicki
Predicting Defects in Software Using Grammar-Guided Genetic Programming / Athanasios Tsakonas ; Georgios Dounias
A Clustering Framework to Build Focused Web Crawlers for Automatic Extraction of Cultural Information / Damianos Gavalas ; Stefanos Filios ; George Bafaloukas
Non-negative Matrix Factorization for Endoscopic Video Summarization / Spyros Tsevas ; Dimitris Iakovidis ; Dimitris Maroulis ; Emmanuel Pavlakis ; Andreas Polydorou
Nature Inspired Intelligence for the Constrained Portfolio Optimization Problem / Vassilios Vassiliadis
CLIVE - An Artificially Intelligent Chat Robot for Conversational Language Practice / John Zakos ; Liesl Capper
Author Index
Invited Talks
Grounding Concrete Motion Concepts with a Linguistic Framework / Gutemberg Guerra-Filho ; Yiannis Aloimonos
Emotion in Cognitive Systems Architectures / Tom Ziemke
Kernel k-Means Clustering Applied to Vector Space Embeddings of Graphs / Kaspar Riesen ; Horst Bunke
Probabilistic Models Based on the [Pi]-Sigmoid Distribution / Anastasios Alivanolgou ; Aristidis Likas
How Robust Is a Probabilistic Neural VLSI System Against Environmental Noise / C.C. Lu ; C.C. Li ; H. Chen
Supervised Learning
Sparse Least Squares Support Vector Machines by Forward Selection Based on Linear Discriminant Analysis / Shiego Abe
Supervised Incremental Learning with the Fuzzy ARTMAP Neural Network / Jean-Francois Connolly ; Eric Granger ; Robert Sabourin
Discriminatory Data Mapping by Matrix-Based Supervised Learning Metrics / M. Strickert ; P. Schneider ; J. Keilwagen ; T. Villmann ; M. Biehl ; B. Hammer
Neural Approximation of Monte Carlo Policy Evaluation Deployed in Connect Four / Stefan Fausser ; Friedhelm Schwenker
Cyclostationary Neural Networks for Air Pollutant Concentration Prediction / Monica Bianchini ; Ernesto Di Iorio ; Marco Maggini ; Augusto Pucci
Experiments with Supervised Fuzzy LVQ / Christian Thiel ; Britta Sonntag
A Neural Network Approach to Similarity Learning / Stefano Melacci ; Lorenzo Sarti
Partial Discriminative Training of Neural Networks for Classification of Overlapping Classes / Cheng-Lin Liu
Multiple Classifiers
Boosting Threshold Classifiers for High-Dimensional Data in Functional Genomics / Ludwig Lausser ; Malte Buchholz ; Hans A. Kestler
Decision Fusion on Boosting Ensembles / Joaquin Torres-Sospedra ; Carlos Hernandez-Espinosa ; Mercedes Fernandez-Redondo
The Mixture of Neural Networks as Ensemble Combiner
Combining Methods for Dynamic Multiple Classifier Systems / Amber Tomas
Researching on Multi-net Systems Based on Stacked Generalization
Applications
Real-Time Emotion Recognition from Speech Using Echo State Networks / Stefan Scherer ; Mohamed Oubbati ; Gunther Palm
Sentence Understanding and Learning of New Words with Large-Scale Neural Networks / Heiner Markert ; Zohre Kara Kayikci
Multi-class Vehicle Type Recognition System / Xavier Clady ; Pablo Negri ; Maurice Milgram ; Raphael Poulenard
A Bio-inspired Neural Model for Colour Image Segmentation / Francisco Javier Diaz-Pernas ; Miriam Anton-Rodriguez ; Jose Fernando Diez-Higuera ; Mario Martinez-Zarzuela
Bayesian Classifiers for Predicting the Outcome of Breast Cancer Preoperative Chemotherapy / Antonio P. Braga ; Euler G. Horta ; Rene Natowicz ; Roman Rouzier ; Roberto Incitti ; Thiago S. Rodrigues ; Marcelo A. Costa ; Carmen D.M. Pataro ; Arben Cela
Feature Selection
Feature Ranking Ensembles for Facial Action Unit Classification / Terry Windeatt ; Kaushala Dias
Texture Classification with Generalized Fourier Descriptors in Dimensionality Reduction Context: An Overview Exploration / Ludovic Journaux ; Marie-France Destain ; Johel Miteran ; Alexis Piron ; Frederic Cointault
Improving Features Subset Selection Using Genetic Algorithms for Iris Recognition / Kaushik Roy ; Prabir Bhattacharya
Artificial Neural Network Based Automatic Face Model Generation System from Only One Fingerprint / Seref Sagiroglu ; Necla Ozkaya
Author Index
Unsupervised Learning
Patch Relational Neural Gas - Clustering of Huge Dissimilarity Datasets / Alexander Hasenfuss ; Barbara Hammer ; Fabrice Rossi
Simple and Effective Connectionist Nonparametric Estimation of Probability Density Functions / Edmondo Trentin
Comparison Between Two Spatio-Temporal Organization Maps for Speech Recognition / Zouhour Neji Ben Salem ; Laurent Bougrain ; Frederic Alexandre
Adaptive Feedback Inhibition Improves Pattern Discrimination Learning / Frank Michler ; Thomas Wachtler ; Reinhard Eckhorn
Semi-supervised Learning
Supervised Batch Neural Gas / Barbara Hammer ; Alexander Hasenfuss ; Frank-Michael Schleif ; Thomas Villmann
Fuzzy Labeled Self-Organizing Map with Label-Adjusted Prototypes / Udo Seiffert ; Cornelia Bruss ; Tina Geweniger
On the Effects of Constraints in Semi-supervised Hierarchical Clustering / Hans A. Kestler ; Johann M. Kraus ; Gunther Palm ; Friedhelm Schwenker
A Study of the Robustness of KNN Classifiers Trained Using Soft Labels / Neamat El Gayar
Supervised Learning
An Experimental Study on Training Radial Basis Functions by Gradient Descent / Joaquin Torres-Sospedra ; Carlos Hernandez-Espinosa ; Mercedes Fernandez-Redondo
A Local Tangent Space Alignment Based Transductive Classification Algorithm / Jianwei Yin ; Xiaoming Liu ; Zhilin Feng ; Jinxiang Dong
Incremental Manifold Learning Via Tangent Space Alignment
A Convolutional Neural Network Tolerant of Synaptic Faults for Low-Power Analog Hardware / Johannes Fieres ; Karlheinz Meier ; Johannes Schemmel
Ammonium Estimation in a Biological Wastewater Plant Using Feedforward Neural Networks / Hilario Lopez Garcia ; Ivan Machon Gonzalez
Support Vector Learning
Support Vector Regression Using Mahalanobis Kernels / Yuya Kamada ; Shigeo Abe
Incremental Training of Support Vector Machines Using Truncated Hypercones / Shinya Katagiri
Fast Training of Linear Programming Support Vector Machines Using Decomposition Techniques / Yusuke Torii
Multiple Classifier Systems
Multiple Classifier Systems for Embedded String Patterns / Barbara Spillmann ; Michel Neuhaus ; Horst Bunke
Multiple Neural Networks for Facial Feature Localization in Orientation-Free Face Images / Lionel Prevost ; Rachid Belaroussi ; Maurice Milgram
Hierarchical Neural Networks Utilising Dempster-Shafer Evidence Theory / Rebecca Fay ; Christian Thiel
Combining MF Networks: A Comparison Among Statistical Methods and Stacked Generalization
Visual Object Recognition
Object Detection and Feature Base Learning with Sparse Convolutional Neural Networks / Alexander R.T. Gepperth
Visual Classification of Images by Learning Geometric Appearances Through Boosting / Martin Antenreiter ; Christian Savu-Krohn ; Peter Auer
An Eye Detection System Based on Neural Autoassociators / Monica Bianchini ; Lorenzo Sarti
Orientation Histograms for Face Recognition / Andreas Sachs
Data Mining in Bioinformatics
An Empirical Comparison of Feature Reduction Methods in the Context of Microarray Data Classification / Christoph Mussel
Unsupervised Feature Selection for Biomarker Identification in Chromatography and Gene Expression Data / Marc Strickert ; Nese Sreenivasulu ; Silke Peterek ; Winfriede Weschke ; Hans-Peter Mock
Learning and Feature Selection Using the Set Covering Machine with Data-Dependent Rays on Gene Expression Profiles / Wolfgang Lindner ; Andre Muller
Author Index
Unsupervised Learning
Simple and Effective Connectionist Nonparametric Estimation of Probability Density Functions / Edmondo Trentin
Comparison Between Two Spatio-Temporal Organization Maps for Speech Recognition / Zouhour Neji Ben Salem ; Laurent Bougrain ; Frederic Alexandre