AIA 2005:
Innsbruck, Austria
M. H. Hamza (Ed.):
IASTED International Conference on Artificial Intelligence and Applications, part of the 23rd Multi-Conference on Applied Informatics, Innsbruck, Austria, February 14-16, 2005.
IASTED/ACTA Press 2005, ISBN 0-88986-459-4 
Planning and Scheduling
- Hidetomo Nabeshima, Hirohito Nozawa, Koji Iwanuma:
Effective SAT Planning by Lemma-Reusing.
1-5
- Menno Heeren:
Ant System for Solving Reactive Scheduling Problems in Value Added Chains.
6-11
- Botond Virginas, Marian Florin Ursu, Gilbert Owusu, Christos Voudouris:
Intelligent Workforce Allocation within an Agent-based Paradigm: Central and Distributed Decision Powers.
12-17
- Giuliano Armano, Giancarlo Cherchi, Eloisa Vargiu:
DHG: A System for Generating Macro-Operators from Static Domain Analysis.
18-23
- Markus Chimani, Neal Lesh, Michael Mitzenmacher, Candy L. Sidner, Hidetoshi Tanaka:
A Case Study in Large-Scale Interactive Optimization.
24-29
- Kok Seng Low, M. Tahar Kechadi:
Evaluation of a Neural Network Approach on FMS Cyclic Task Scheduling Problem.
30-35
- Alfredo Milani, Silvia Suriani, Valentina Poggioni:
Representing Temporal Constraints in PPDL.
36-41
- Tadeusz Dyduch, Ewa Dudek-Dyduch:
Two Level Adaptive Evolutionary Computation.
42-47
- Rubiyah Yusof, Tay Cheng San, Marzuki Khalid, Osamu Ono:
Solving University Timetabling Problems by Distributed Micro-Genetic Algorithm with Local Search.
48-53
Data and Web Mining
- Graeme Richards, Karl J. Brazier, Wenjia Wang:
A Fast Wrapper Method for Feature Subset Selection.
54-59
- Arit Thammano, Ladawan Attavirojanakul:
Time Series Forecasting using the Evolutionary Fuzzy System.
60-65
- Alexandre L. Gonçalves, Victoria S. Uren, Vinícius Medina Kern, Roberto Carlos dos Santos Pacheco:
Mining Knowledge from Textual Databases: An Approach using Ontology-based Context Vectors.
66-71
- Fadl Mutaher Ba-Alwi, Kamal Kant Bharadwaj:
Automated Discovery of Hierarchical Ripple-Down Rules (HRDRs).
72-77
- Wong Siew Yeung, Ahmad Tajudin Khader, Jerzy J. Korczak:
A Method of Detecting Early Warning in Project Management using Classification Approach.
78-83
- Hiroshi Murata, Takashi Onoda, Seiji Yamada:
Non-Relevance Feedback for Document Retrieval.
84-89
- Jarno Haapamäki, Satu Tamminen, Juha Röning:
Data Mining Methods in Hot Steel Rolling for Scale Defect Prediction.
90-94
- Kittisak Kerdprasop, Nittaya Kerdprasop, Junping Sun:
Density Biased Reservoir Sampling for Clustering.
95-100
- Rein Kuusik, Innar Liiv, Grete Lind:
An Efficient Method for Post Analysis of Patterns.
101-105
- Axel Saalbach, Thorsten Twellmann, Tim W. Nattkemper, Axel Wismüller, Jörg Ontrup, Helge Ritter:
A Hyperbolic Topographic Mapping for Proximity Data.
106-111
- Kritsada Sriphaew, Thanaruk Theeramunkong:
Revealing Topic-based Relationship Among Documents using Association Rule Mining.
112-117
- Helman Stern, Yoash Chassidim, Moshe Zofi, Moshe Kaspi:
Multi Agent Visual Area Coverage Strategies using an Adaptive Queen Genetic Algorithm.
118-124
Computational Intelligence
Probabilistic and Temporal Reasoning
- Sam Maes, Stijn Meganck, Bernard Manderick:
Identification of Causal Effects in Multi-Agent Causal Models.
178-182
- Kanji Tanaka, Eiji Kondo:
A Factored PF-SLAM for Robot Localization with a Partially-Incorrect Map.
183-188
- Rahel Bekele, Wolfgang Menzel:
A Bayesian Approach to Predict Performance of a Student (BAPPS): A Case with Ethiopian Students.
189-194
- Patrick de Oude, Brammert Ottens, Gregor Pavlin:
Information Fusion with Distributed Probabilistic Networks.
195-201
- Stefano Carpin:
Correlated Samples for Fast Exploration of Configuration Spaces.
202-206
- Luis E. Garza-Castañón, Rubén Morales-Menéndez, Francisco J. Cantú Ortiz:
A Framework to Design Fault-Tolerant Mechatronics Systems Under Uncertainty.
207-211
- Amedeo Cesta, Gabriella Cortellessa, Federico Pecora, Riccardo Rasconi:
Mediating the Knowledge of End-Users and Technologists: A Problem in the Deployment of Scheduling Technology.
212-218
- Philippe Balbiani:
A Uniform Approach to Modelling Timed Protection.
219-224
- Samarth Swarup, Kiran Lakkaraju, Alexandre Klementiev, Sylvian R. Ray, Ernst Sassen:
An Anticipatory Self-Organized Map for Robust Recognition.
225-229
Fuzzy Logic
- Gleb Beliakov:
Identification of General Aggregation Operators by Lipschitz Approximation.
230-233
- Gleb Beliakov, Matthew King:
Fuzzy C-Means Density based Clustering using Data Induced Metric.
234-239
- J. Plüss, A. Menéndez, E. Yaglián, A. Menéndez Fernández, F. Marcelo, J. Romero, J. L. Simón, A. Hermández:
Fuzzy Logic Application to Brackish Feedwater Pre-Treatment of Reverse Osmosis Desalation Plants.
240-244
- Perfecto Mariño, Vicente Pastoriza Santos, Miguel Santamaría Sánchez, Emilio Martínez Expósito:
Neuro-Fuzzy Modeling Applied to Coating Quality Control.
245-250
- Horng-Lin Shieh, Ying-Kuei Yang, Chien-Nan Lee:
A Robust Fuzzy Clustering Approach and Its Application to Principal Component Analysis.
251-256
- Seong-Jun Kim, Deokki Choi, Sung Ho Choi:
A Fuzzy Logic Approach with Desirability Functions for Multi-Response Optimisation in the Taguchi Method.
257-261
- George E. Tsekouras, Dimitris Papageorgiou, Christos Kalloniatis:
Analysis of Cross-Cultural Data using Hierarchical Fuzzy Logic Clustering.
262-267
- Malihe Sabeti, S. D. Katebi:
Fuzzy Classifier System for Classification Task.
268-272
- Mukul Jain, Manu Pratap Singh:
Neuro-Fuzzy Controller for Two-Group Pattern Classification Problems.
273-278
Genetic Algorithms
- Yu-Chen Lin, Chun-Liang Lin, Niahn-Chung Shieh, Nanjou Lin:
Optimal Active Suspension Design of Rail Vehicles using Evolutionary Approach.
279-280
- Kristina Davoian, Sergei Gorlatch:
A Modified Genetic Algorithm for the Traveling Salesman Problem and Its Parallelization.
281-286
- Kazunori Kojima, Masaaki Ishigame:
Implementation of Layered Server-Client Model for Asynchronous Parallel Distributed GA.
287-292
- Angelos Molfetas:
Comparing Structured Genetic Algorithms for Artificial Neural Network Generation.
293-299
- Balázs Gaál, István Vassányi, György Kozmann:
Automated Planning of Weekly Dietary Menus for Personalized Nutrition Counseling.
300-305
- George G. Mitchell:
Validity Constraints and the TSP - GeneRepair of Genetic Algorithms.
306-311
- Angelos Molfetas:
Structured Genetic Algorithms: Some Ways Forward.
312-317
- Aladdin Ayesh, Andrew Hugill:
Genetic Approaches for Evolving Form in Musical Composition.
318-321
- Ralf Salomon:
Inverse Mutations: Making the Evolutionary-Gradient-Search Procedure Noise Robust.
322-327
- Prayoth Kumsawat, Kitti Attakitmongcol, Arthit Srikaew:
A New Approach for Optimization in Wavelet-based Image Watermarking by using Genetic Algorithm.
328-332
- Damian Mongru, Christian W. Dawson:
The Inversion Intron Genetic Algorithm (I2GA).
333-338
Knowledge Acquisition and Representation
- Antoni Diller:
How Empiricism Distorts AI and Robotics.
339-343
- Peter Busch, Debbie Richards:
The Implications of Tacit Knowledge Research for Organizations.
344-349
- Georg Kindermann, Uwe-Philipp Käppeler, Nicola Hönle, Daniela Nicklas, Dominique Dudkowski:
Shared Dynamic Context Models: Benefits for Advanced Sensor Data Fusion for Autonomous Robots.
350-355
- Yun-Chung Chung, Shyang-Lih Chang, Jung Ming Wang, Sei-Wang Chen:
An Improved Method for Extraction of Intrinsic Images from a Single Image with Integrated Measures.
356-361
- Xiaogang Peng, Ben Choi:
Document Classifications based on Word Semantic Hierarchies.
362-367
- Ong Siew Kin, Tang Enya Kong:
Service Description and Composition using Ontologies.
368-374
- Miguel A. Carrillo, Francisco J. Cantú Ortiz, Rubén Morales-Menéndez, Luis E. Garza-Castañón:
Learning Bayesian Network Structures from Small Datasets using Simulated Annealing and Bayesian Score.
375-380
- Risto Lahdelma, Tommi Tervonen, Pekka Salminen, José Rui Figueira:
Group Preference Modelling in SMAA using Belief Functions.
381-386
- Ozan Kahramanogullari:
Towards Planning as Concurrency.
387-393
- Pablo San Segundo, Ramón Galán:
Bitboards: A New Approach.
394-399
Machine Learning I
- Marius C. Codrea, Tero Aittokallio, Mika Keränen, Esa Tyystjärvi, Olli Nevalainen:
On the Robustness of Fluorescence Fingerprinting of Plants.
400-405
- Alessandra Lumini, Loris Nanni:
Machine Learning for HIV-1 Protease Cleavage Site Prediction.
406-410
- Alessandra Lumini, Loris Nanni:
Subspace Classifier for Protein Subcellular Localization Prediction.
411-415
- Alessandra Lumini, Loris Nanni:
Identifying Splice-Junction Sequences by Hierarchical Multiclassifier.
416-420
- Mehran Asadi, Manfred Huber:
Action Dependent State Space Abstraction for Hierarchical Learning Systems.
421-426
- Raquel Montes Diez, Cristina Conde, Ángel Serrano, Licesio J. Rodríguez-Aragón, Enrique Cabello:
Optimization of a Face Verification System using Bayesian Screening Techniques.
427-432
- Sudharsan Iyengar:
A Hypothesis on the Mechanism of Learning and a Theory of Abstraction and Cognition.
433-438
- Michiko Yamana, Hiroshi Murata, Takashi Onoda, Tohru Ohashi, Seiji Kato:
Comparison of Pattern Classification Methods in System for Crossarm Reuse Judgement on the Basis of Rust Images.
439-444
- Sébastien Jodogne, Justus H. Piater:
Reinforcement Learning of Perceptual Classes using Q Learning Updates.
445-450
- Giuliano Armano, Gianmaria Mancosu, Alessandro Orro:
Using Multiple Experts for Predicting Protein Secondary Structure.
451-456
Machine Learning II
- Gülsen Eryigit, A. Cüneyd Tantug:
A Comparison of Support Vector Machines, Memory-based and Naïve Bayes Techniques on Spam Recognition.
457-462
- Peter Gaughran:
A Novel Approach to Binary Neighbourhood Operations Utilising a Hardware based RBF Network.
463-466
- Mark A. Kon, Leszek Plaskota, Andrzej W. Przybyszewski:
Statistical Likelihood Representations of Prior Knowledge in Machine Learning.
467-472
- Dymitr Ruta:
Visualisation of the Classifier Fusion Models.
473-478
- Janusz A. Starzyk, Mingwei Ding, Haibo He:
Optimized Interconnections in Probabilistic Self-Organizing Learning.
479-484
- Hyejin Kim, Seungjin Choi:
Independent Subspaces of Gene Expression Data.
485-490
- John Pratt, Mahir Aydin, Tom Chen:
RC Extraction of Interconnects at Sub-Wavelength Dimensions.
491-496
- Michael Baskara L. A. Siek, Dimitri P. Solomatine:
Optimizing Mixtures of Local Experts in Tree-Like Regression Models.
497-502
- Noriyasu Homma, Madan M. Gupta:
Brain-State-Dependency for Neural Memory Formation.
503-508
- Hong Jeong, Yong Kim:
A Parallel FPGA Architecture for Blind Separation of Speech Signals.
509-514
Intelligent Information Systems
- Inwon Lee, Byoung-Ju Yun, Minho Lee:
Optical Flow based Motion Detection using Biologically Motivated Selective Attention Model.
515-520
- Shoji Kurakake, Takefumi Naganuma:
A Framework of Task-based Service Selection Support for Mobile Internet and Ubiquitous Networks.
521-526
- Takefumi Naganuma, Shoji Kurakake:
A Task Oriented Approach to Service Retrieval in Mobile Computing Environment.
527-532
- Matthew Browne, Michael Blumenstein, Rodger Tomlinson, Christopher Lane:
An Intelligent System for Remote Monitoring and Prediction of Beach Safety.
533-538
- Sahin Albayrak, Dragan Milosevic:
Resource and Job Aware Coordination in Multi Agent Filtering Framework.
539-544
- Jan Nunnink, Gregor Pavlin:
Accuracy of Sequential Bayesian Information Fusion.
545-550
- Ruichao Wang, Nicola Stokes, William P. Doran, Eamonn Newman, Joe Carthy, John Dunnion:
News Headline Generation based on Linguistic Methods.
551-555
- Patrice Clemente:
Taking into Account Usersa^EUR^(TM) (Dis-)Abilities within a Formal Theory of Rational Interaction.
556-561
- Chee K. Wong, Wai-Kiang Yeap, Mohammad Sapiyan:
A Mobile Robot that Maps Naively But Plans Intelligently.
562-567
Intelligent Systems
- Hemal Kothari, Bernadette Sharp:
Multi-Agent Architecture for Rehabilitation Strategy (MAARS).
568-572
- Karthi Selvarajah, Debbie Richards:
Using Artificial Intelligence to Assist Psychological Testing.
573-578
- Anton Nijholt, Herwin van Welbergen, Job Zwiers:
Introducing an Embodied Virtual Presenter Agent in a Virtual Meeting Room.
579-584
- Danko Schröer, Hagen Burchardt, Frank Sill, Frank Golatowski, Ralf Salomon, Dirk Timmermann:
Role-based Strategies at Example of RoboCup.
585-590
- Leandro de M. Nunes, João Carlos de C. e S. Ribeiro, Lucia M. M. Giraffa, Úrsula F. Ribeiro:
Wrapping of an Environment of Learning of Math in the Elementary School.
591-596
- Calin Sandru, Viorel Negru, Daniel Pop:
A Multi-Agent Problem Solving Architecture based on UPML.
597-602
- Chun-Liang Lin, Chun-Hsin Chen, Van-Tsai Liu, Thong-Shing Hwang:
Time-Delay Compensation and Disturbance Rejection for Pneumatic Systems.
603-608
- Mai Bando, Hiroaki Nakanishi:
Modular Learning based on Lyapunov Design Method for Control System of Autonomous Robot.
602-
- Phi Anh Phan, Timothy J. Gale:
Adaptive Fuzzy Controller: Approximation Error Estimator Approach.
615-621
- Shanghua Sun, Mike Joy:
An Autonomous Multi-Agent Solution for Adaptive Education.
622-626
- Stepas Janusonis, Liudas Leonas:
Future Trends in Self-Formation.
627-632
Natural Language Processing
Model and Case-based Reasoning
- Munehiro Iwami:
Persistence of Termination for Term Rewriting Systems with Ordered Sorts.
674-679
- Rong Chen, Franz Wotawa:
Understanding and Isolating Data Structure Errors of Java Programs.
680-685
- Munehiro Iwami:
Persistence of Termination for Right-Linear Overlay Term Rewriting Systems.
686-691
- Munehiro Iwami:
Persistence of Semi-Completeness for Term Rewriting Systems.
692-696
- Xin Tong, Mingyang Gu:
A Framework for Grouping and Comparing Feature Weighting Methods.
697-702
- Norbert Jankowski, Marek Grochowski:
Instances Selection Algorithms in the Conjunction with LVQ.
703-708
Expert Systems and Distributed Artificial Intelligence
- Nick P. Clarke, Beng-Seuk Lee, Basim A. Majeed, Trevor P. Martin:
Long-Term Condition Monitoring for Tele-Care Systems.
709-714
- Andreas L. Symeonidis, Kyriakos C. Chatzidimitriou, Dionisis Kehagias, Pericles A. Mitkas:
An Intelligent Recommendation Framework for ERP Systems.
715-720
- Megan Vazey, Debbie Richards:
Troubleshooting at the Call Centre: A Knowledge-based Approach.
721-726
- Toshihiro Matsui, Hiroshi Matsuo, Akira Iwata:
Efficient Methods for Asynchronous Distributed Constraint Optimization Algorithm.
727-732
- Udo Seiffert:
Adaptive Implementation of Artificial Neural Networks Reflecting Changing Hardware Resources at Run-Time.
733-737
- George G. Mitchell:
Quality-Time Tradeoff in a Distributed Parameter-less Genetic Algorithm.
738-742
- A. J. Hoffman, R. E. Tessendorf:
Artificial Intelligence based Fraud Agent to Identify Supply Chain Irregularities.
743-750
Neural Networks I
- Heather Richardson, Loretta Macklem, Mohamed Zohdy:
Novel Hybrid Neural Networks for 'In Silico' Metabolic Modeling.
751-755
- Jami M. Carroll:
OSINT Analysis using Adaptive Resonance Theory for Conterterrorism Warnings.
756-760
- Ranadhir Ghosh, John Yearwood, Moumita Ghosh, Adil M. Bagirov:
Fusion Strategies for Neural Learning Algorithms using Evolutionary and Discrete Gradient Approaches.
761-766
- John McCullagh:
A Modular Neural Network Architecture for Rainfall Estimation.
767-772
- Ho Joon Kim, Hyun Seung Yang:
A Modified FMM Neural Network for Pattern Classification and Feature Analysis.
773-778
- Ken Udono, Renate Sitte:
Modelling Dam Water Level Changes in a Drought Affected Catchment Area using Neural Networks.
779-784
- Dayong Gao, Michael G. Madden, Michael Schukat, Desmond Chambers, Gerard Lyons:
ANN-based Diagnostic System for Arrhythmia with ECG Signals.
785-790
- Wieslaw Wajs:
Classification Medical Data Series by Artificial Immune Methods.
791-796
- Tarik Rashid, M. Tahar Kechadi:
Multi-Context-Recurrent Neural Network for Load Forecasting.
797-802
- Habiboulaye Amadou Boubacar, Stéphane Lecoeuche:
System Drifts Monitoring using a Neural Supervision System.
803-808
- Kanad Keeni, Wei Yan, Noriyuki Kitazima, Takashi Takeda:
A Rehabilitation Guidance System using Multi-Layer Feed-Forward Neural Networks.
809-813
Neural Networks II
- Alexander Iversen, Nicholas K. Taylor, Keith E. Brown, Jørn Kårstad:
Hybrid Neural Network Classifying Recognisable and Detecting Unrecognisable Radio Signals.
814-819
- Tai-Ning Yang, Shi-Jim Yen, Chun-Jung Chen, Chih-Jen Lee:
Connectivity Strategies for Second-Order Rotation Invariant Neural Networks.
820-824
- Steve Green, Michael Blumenstein, Vallipuram Muthukkumarasamy, Jun Jo:
Investigation of a Classification-based Technique to Detect Illicit Objects for Aviation Security.
825-830
- Paulo Roberto de Aguiar, Eduardo C. Bianchi, Fábio R. L. Dotto, Rogério Andrade Flauzino, Danilo H. Spatti:
Neural Network Applied to Detect Burn in Grinding.
831-836
- Peter Phillips, John MacIntyre, Alfredo Moscardini:
Exponential Cluster Smearing.
837-841
- Mahdi S. Alajmi, Samy E. Oraby, Ibrahim I. Esat:
Neural Network Models on the Prediction of Tool Wear in Turning Process: A Comparison Study.
842-849
- Maria Conceição de Andreade, Reinaldo R. Rosa, Atair Rios Neto, Hanumant S. Sawant, Francisco C. R. Fernandes, Robert A. Syck:
Estimation of Spatiotemporal Solar Data using Artificial Neural Networks and Gradient Pattern Analysis.
850-855
- Farhad Haghgoeian, Mohand A. Ouhrouche, Jogendra Singh Thongam:
Neural Network based Real-Time Speed Estimation in an Induction Motor Sensorless Drive.
856-860
- Hironori Aokage, Keisuke Kameyama, Koichi Wada:
Image Interpolation using Feedforward Neural Network.
861-866
- Stamos T. Karamouzis, Dee Wood Harper:
Artificial Neural Networks for Predicting Death Penalty Outcomes.
867-870
- Adrian Horzyk:
Interval Basis Neural Networks as a New Classification Tool.
871-876
- Issam Dagher:
ART Networks with Geometrical Distances.
877-882
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