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ISDA 2009: Pisa, Italy
- Ninth International Conference on Intelligent Systems Design and Applications, ISDA 2009, Pisa, Italy , November 30-December 2, 2009. IEEE Computer Society 2009, ISBN 978-0-7695-3872-3
Evolutionary Algorithms
- Mostafa Mostafa Hashim Ellabaan, Yew-Soon Ong:
Valley-Adaptive Clearing Scheme for Multimodal Optimization Evolutionary Search. 1-6 - Massimo Spadoni, Luciano Stefanini:
Handling Box, Linear and Quadratic-Convex Constraints for Boundary Optimization with Differential Evolution Algorithms. 7-12 - Abhishek Verma, Xavier Llorà, David E. Goldberg, Roy H. Campbell:
Scaling Genetic Algorithms Using MapReduce. 13-18 - Vinícius Veloso de Melo, Thyago S. P. C. Duque, Alexandre C. B. Delbem:
Efficiency Enhancement of ECGA Through Population Size Management. 19-24 - Antonin Ponsich, Ma. Guadalupe Castillo Tapia, Carlos A. Coello Coello:
Solving Permutation Problems with Differential Evolution: An Application to the Jobshop Scheduling Problem. 25-30 - Mehdi Baradaran Nia, Yousef Alipouri:
Speeding Up the Genetic Algorithm Convergence Using Sequential Mutation and Circular Gene Methods. 31-36 - Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry:
Performance Analysis of MADO Dynamic Optimization Algorithm. 37-42 - Laura García-Hernandez, Antonio Arauzo-Azofra, Henri Pierreval, Lorenzo Salas-Morera:
Encoding Structures and Operators Used in Facility Layout Problems with Genetic Algorithms. 43-48
Soft Computing in Intelligent Agents and Web Technologies
- Carmen De Maio, Giuseppe Fenza, Matteo Gaeta, Vincenzo Loia, Francesco Orciuoli, Sabrina Senatore:
RSS-Generated Contents through Personalizing e-Learning Agents. 49-54 - Gaëtan Pruvost, Achilles Kameas, Tobias Heinroth, Lambrini Seremeti, Wolfgang Minker:
Combining Agents and Ontologies to Support Task-Centred Interoperability in Ambient Intelligent Environments. 55-60 - José M. Morales-del-Castillo, Eduardo Peis, Enrique Herrera-Viedma:
A Web-Based Fuzzy Linguistic Tool to Filter Information in a Biomedical Domain. 61-66 - Raymond S. T. Lee, James Nga-Kwok Liu, Karo S. Y. Yeung, Alan H. L. Sin, Dennis T. F. Shum:
Agent-Based Web Content Engagement Time (WCET) Analyzer on e-Publication System. 67-72 - Jesús Serrano-Guerrero, José Angel Olivas, Jesus A. Gallego, Francisco P. Romero, Andrés Soto:
CASTALIA: Architecture of a Fuzzy Metasearch Engine for Question Answering Systems. 73-78 - Andrés Soto, José A. Olivas, Francisco P. Romero, Jesús Serrano-Guerrero:
An Experiment About Using Copulative and Comparative Sentences as Constraining Relations. 79-84 - Amed Leiva-Mederos, José A. Senso, Sandor Dominguez-Velasco, Pedro Hipola:
An Automat for the Semantic Processing of Structured Information. 85-89 - Enrique Herrera-Viedma, Carlos Porcel:
Using Incomplete Fuzzy Linguistic Preference Relations to Characterize User Profiles in Recommender Systems. 90-95
Genetic Fuzzy Systems: Design and Applications
- Yusuke Nojima, Hisao Ishibuchi:
Effects of Data Reduction on the Generalization Ability of Parallel Distributed Genetic Fuzzy Rule Selection. 96-101 - Luciano Sánchez, Inés Couso:
Obtaining a Linguistically Understandable Random Sets-Based Classifier from Interval-Valued Data with Genetic Algorithms. 102-108 - María José Gacto, Rafael Alcalá, Francisco Herrera:
Handling High-Dimensional Regression Problems by Means of an Efficient Multi-Objective Evolutionary Algorithm. 109-114 - Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni:
Exploiting a New Interpretability Index in the Multi-Objective Evolutionary Learning of Mamdani Fuzzy Rule-Based Systems. 115-120 - Krzysztof Trawinski, Arnaud Quirin, Oscar Cordón:
On the Combination of Accuracy and Diversity Measures for Genetic Selection of Bagging Fuzzy Rule-Based Multiclassification Systems. 121-127 - Alessandro G. Di Nuovo, Vincenzo Catania:
Linguistic Modifiers to Improve the Accuracy-Interpretability Trade-Off in Multi-Objective Genetic Design of Fuzzy Rule Based Classifier Systems. 128-133 - Miguel A. De Vega, Juan M. Bardallo, Francisco Alfredo Márquez, Antonio Peregrín:
Parallel Distributed Two-Level Evolutionary Multiobjective Methodology for Granularity Learning and Membership Functions Tuning in Linguistic Fuzzy Systems. 134-139
Intelligent Image Processing and Artificial Vision
- Yousef Alqasrawi, Daniel Neagu, Peter I. Cowling:
Natural Scene Image Recognition by Fusing Weighted Colour Moments with Bag of Visual Patches on Spatial Pyramid Layout. 140-145 - Suprio Das, Shamik Sural, Arun K. Majumdar:
A Fuzzy System for Impact Analysis of Advertisement Billboards in Soccer Telecast. 146-151 - Luca Mussi, Stefano Cagnoni, Fabio Daolio:
GPU-Based Road Sign Detection Using Particle Swarm Optimization. 152-157 - José Francisco Vélez, Ángel Sánchez, F. Fernández:
Improved Fuzzy Snakes Applied to Biometric Verification Problems. 158-163 - Aldo Franco Dragoni, Paola Baldassarri, Germano Vallesi, Mauro Mazzieri:
Multiple Neural Networks System for Dynamic Environments. 164-168 - Safaa M. Bedawi, Mohamed S. Kamel:
A Comparative Study of Clustering Methods for Urban Areas Segmentation from High Resolution Remote Sensing Image. 169-174 - Ali Taimori, Alireza Behrad, Samira Sabouri:
A New Scheme for Vision Based Flying Vehicle Detection Using Motion Flow Vectors Classification. 175-180 - N. M. Hussein Hassan, Angel Barriga:
Image Contrast Control Based on Lukasiewicz's Operators and Fuzzy Logic. 181-186
Hybrid Learning for Artificial Neural Networks: Architectures and Applications
- César Hervás-Martínez, Pedro Antonio Gutiérrez, Juan Carlos Fernández, Sancho Salcedo-Sanz, Antonio Portilla-Figueras, Ángel M. Pérez-Bellido, Luis Prieto:
Hyperbolic Tangent Basis Function Neural Networks Training by Hybrid Evolutionary Programming for Accurate Short-Term Wind Speed Prediction. 193-198 - Gonzalo Ramos-Jiménez, José del Campo-Ávila, Rafael Morales Bueno:
Hybridizing Ensemble Classifiers with Individual Classifiers. 199-202 - Adiel Castaño, César Hervás-Martínez, Pedro Antonio Gutiérrez, Francisco Fernández-Navarro, María Matilda García:
Classification by Evolutionary Generalized Radial Basis Functions. 203-208 - Antonio Miguel F. Zarth, Teresa Bernarda Ludermir:
Optimization of Neural Networks Weights and Architecture: A Multimodal Methodology. 209-214 - N. Genaro, Antonio J. Torija, Ángel F. Ramos-Ridao, Ignacio Requena, Diego P. Ruiz, M. Zamorano:
Modeling Environmental Noise Using Artificial Neural Networks. 215-219 - Ricardo Bastos Cavalcante Prudêncio, Teresa Bernarda Ludermir:
Combining Uncertainty Sampling Methods for Active Meta-Learning. 220-225 - Qingsong Song, Zuren Feng, Liangjun Ke, Min Li:
Echo State Network for Abrupt Change Detections in Non-stationary Signals. 226-231
Swarm Intelligence
- Djasli Djamarus, Ku Ruhana Ku-Mahamud:
Heuristic Factors in Ant System Algorithm for Course Timetabling Problem. 232-236 - Robson A. Santana, Murilo Rebelo Pontes, Carmelo J. A. Bastos Filho:
A Multiple Objective Particle Swarm Optimization Approach Using Crowding Distance and Roulette Wheel. 237-242 - Daniel M. Muñoz Arboleda, Carlos H. Llanos, Leandro dos Santos Coelho, Mauricio Ayala-Rincón:
Hardware Architecture for Particle Swarm Optimization Using Floating-Point Arithmetic. 243-248 - Carmelo J. A. Bastos Filho, Danilo Ferreira de Carvalho, Elliackin M. N. Figueiredo, Péricles B. C. de Miranda:
Dynamic Clan Particle Swarm Optimization. 249-254
Tags and Recommendations in Web 2.0
- Pasquale Lops, Marco de Gemmis, Giovanni Semeraro, Paolo Gissi, Cataldo Musto, Fedelucio Narducci:
Content-Based Filtering with Tags: The FIRSt System. 255-260 - Danilo Dell'Agnello, Corrado Mencar, Anna Maria Fanelli:
Item Recommendation with Veristic and Possibilistic Metadata: A Preliminary Approach. 261-266 - Antonina Dattolo, Felice Ferrara, Carlo Tasso:
Neighbor Selection and Recommendations in Social Bookmarking Tools. 267-272 - Christian Wartena, Rogier Brussee, Martin Wibbels:
Using Tag Co-occurrence for Recommendation. 273-278 - Nicola Raffaele Di Matteo, Silvio Peroni, Fabio Tamburini, Fabio Vitali:
A Parametric Architecture for Tags Clustering in Folksonomic Search Engines. 279-282 - Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani:
Evaluation Measures for Ordinal Regression. 283-287 - Ruba Awawdeh, Terry Anderson:
Improved Search in Tag-Based Systems. 288-293 - Frederico Araújo Durão, Peter Dolog:
Social and Behavioral Aspects of a Tag-Based Recommender System. 294-299 - Javier Ignacio Carbó Rubiera, José M. Molina López:
A JADE-Based ART-Inspired Ontology and Protocols for Handling Trust and Reputation. 300-305
Representation and Approximation of Fuzzy Numbers and Applications
- Gianna Figà-Talamanca, Maria Letizia Guerra:
Fuzzy Option Value with Stochastic Volatility Models. 306-311 - Laerte Sorini, Luciano Stefanini:
Some Parametric Forms for LR Fuzzy Numbers and LR Fuzzy Arithmetic. 312-317 - Przemyslaw Grzegorzewski, Karolina Pasternak-Winiarska:
Bi-symmetrically Weighted Trapezoidal Approximations of Fuzzy Numbers. 318-323 - Maria Letizia Guerra, Laerte Sorini, Luciano Stefanini:
Value Function Computation in Fuzzy Real Options by Differential Evolution. 324-329
Intelligent Systems Design and Applications in the Health Domain
- Filippo Castiglione, Francesco Pappalardo:
Toward Multi-organs Simulations of Immune-Pathogen Interactions. 330-334 - Filippo Geraci, Marco Pellegrini, M. Elena Renda:
An Efficient Combinatorial Approach for Solving the DNA Motif Finding Problem. 335-340 - Constantinos Koutsojannis, Eman Nabil, Maria Tsimara, Ioannis Hatzilygeroudis:
Using Machine Learning Techniques to Improve the Behaviour of a Medical Decision Support System for Prostate Diseases. 341-346 - Vangelis Sakkalis, Konstantinos Marias, Alexandros Roniotis, Emmanouil Skounakis:
Translating Cancer Research into Clinical Practice: A Framework for Analyzing and Modeling Cancer from Imaging Data. 347-350 - Sara Colantonio, Massimo Martinelli, Davide Moroni, Ovidio Salvetti, Franco Chiarugi, Dimitra Emmanouilidou:
A Decision Support System for Aiding Heart Failure Management. 351-356 - Antonio Candelieri, Domenico Conforti, Angela Sciacqua, Francesco Perticone:
Knowledge Discovery Approaches for Early Detection of Decompensation Conditions in Heart Failure Patients. 357-362 - Vassilis Koutkias, Katerina Lazou, Vassilis Kilintzis, Régis Beuscart, Nicos Maglaveras:
On Intelligent Procedures in Medication for Patient Safety: The PSIP Approach. 363-366 - George Zacharioudakis, Lefteris Koumakis, Stelios Sfakianakis, Manolis Tsiknakis:
A Semantic Infrastructure for the Integration of Bioinformatics Services. 367-372 - Naotake Kamiura, Ayumu Saitoh, Teijiro Isokawa, Nobuyuki Matsui:
Accuracy Improvement of SOM-Based Data Classification for Hematopoietic Tumor Patients. 373-378
From Business Intelligence to Business Artificial Intelligence: New Challenges for Intelligent Systems
- Manuel Mucientes, Manuel Lama, Miguel I. Couto:
A Genetic Programming-Based Algorithm for Composing Web Services. 379-384 - Janusz Kacprzyk, Anna Wilbik:
Linguistic Summaries of Time Series Using a Degree of Appropriateness as a Measure of Interestingness. 385-390 - Sinan Apak, Özalp Vayvay:
Evaluating an Intelligent Business System with a Fuzzy Multi-criteria Approach. 391-396 - Anatoli Nachev:
Support Vector Machines for Insolvency Prediction of Irish Companies. 397-401
Special Session S3: Evolutionary Multiobjective Optimization-Design and Applications (EMODA)
- Francesco Marcelloni, Massimo Vecchio:
A Multi-objective Evolutionary Approach to Data Compression in Wireless Sensor Networks. 402-407 - Juan Carlos Fernández, César Hervás-Martínez, Francisco José Martínez, Manuel Cruz:
Design of Artificial Neural Networks Using a Memetic Pareto Evolutionary Algorithm Using as Objectives Entropy versus Variation Coefficient. 408-413 - Diego Pinto Roa, Benjamín Barán, Carlos A. Brizuela:
Wavelength Converter Allocation in Optical Networks: An Evolutionary Multi-objective Optimization Approach. 414-419 - John Atkinson, Juan Matamala:
Evolutionary Shallow Parsing. 420-425 - Hisashi Handa:
Solving Multi-objective Reinforcement Learning Problems by EDA-RL - Acquisition of Various Strategies. 426-431
Designing Comprehensible Intelligent Systems
- José Maria Alonso, Luis Magdalena:
An Interpretability-Guided Modeling Process for Learning Comprehensible Fuzzy Rule-Based Classifiers. 432-437 - Raffaele Cannone, Ciro Castiello, Corrado Mencar, Anna Maria Fanelli:
A Study on Interpretability Conditions for Fuzzy Rule-Based Classifiers. 438-443 - Melanie C. Wright, Noa Segall, Jonathan B. Mark, Jeffrey M. Taekman:
Qualitative and Task Analytic Methods to Support Comprehensible Intelligent System Design. 444-449 - Alberto Alvarez-Alvarez, Gracián Triviño:
Comprehensible Model of a Quasi-periodic Signal. 450-455 - I-Hsien Yin, Estevam R. Hruschka Jr., Heloisa de Arruda Camargo:
The Impact of Pruning BayesFuzzy Rule Set. 456-461
Computational Intelligence in Business Management and Risk Analysis
- Davide Aloini, Riccardo Dulmin, Valeria Mininno:
A Hybrid Fuzzy-Promethee Method for Logistic Service Selection: Design of a Decision Support Tool. 462-466 - Antonella Meneghetti:
Optimizing Allocation in Floor Storage Systems for the Shoe Industry by Constraint Logic Programming. 467-472 - Fahem Kebair, Frédéric Serin:
Dynamic Representation of a Situation: A Step of a Decision Support Process. 473-478 - Kiyoshi Nagata, Michio Amagasa, Yutaka Kigawa, Dongmei Cui:
Method to Select Effective Risk Mitigation Controls Using Fuzzy Outranking. 479-484 - José M. Merigó:
The Fuzzy Probabilistic Weighted Averaging Operator and its Application in Decision Making. 485-490
Hybrid Metaheuristics and Their Applications
- Gustavo Recio, Yago Sáez, Pedro Isasi:
Improved Accuracy Rates of a Prototype Based Classifier Using Evolutionary Computation. 491-496 - Fernando Buarque de Lima Neto, Marcelo Souza Pita, Hugo Serrano Barbosa Filho:
Hybrid and Evolutionary Agent-Based Social Simulations Using the PAX Framework. 497-504 - Pedro Evangelista, Paulo Maia, Miguel Rocha:
Implementing Metaheuristic Optimization Algorithms with JECoLi. 505-510 - Haluk Rahmi Topcuoglu, Murat Ermis, Mesut Sifyan:
Hybrid Evolutionary Algorithms for Sensor Placement on a 3D Terrain. 511-516
Intelligent Systems for Data Reduction
- Salvador García, Joaquín Derrac, Julián Luengo, Francisco Herrera:
A First Approach to Nearest Hyperrectangle Selection by Evolutionary Algorithms. 517-522 - Julián Luengo, Alberto Fernández, Salvador García, Francisco Herrera:
Addressing Data-Complexity for Imbalanced Data-Sets: A Preliminary Study on the Use of Preprocessing for C4.5. 523-528 - Giang P. Nguyen, Hans Jørgen Andersen:
Context-Based Adaptive Filtering of Interest Points in Image Retrieval. 529-534 - Ianisse Quinzán, José Martínez Sotoca, Filiberto Pla:
Clustering-Based Feature Selection in Semi-supervised Problems. 535-540 - Antonio Arauzo-Azofra, José Luis Aznarte-Mellado, José Manuel Benítez:
Empirical Study of Individual Feature Evaluators and Cutting Criteria for Feature Selection in Classification. 541-546 - Patrick Marques Ciarelli, Elias Oliveira:
Agglomeration and Elimination of Terms for Dimensionality Reduction. 547-552 - Albert van der Heide, Gracián Triviño:
Automatically Generated Linguistic Summaries of Energy Consumption Data. 553-559 - Neil Mac Parthaláin, Richard Jensen:
Measures for Unsupervised Fuzzy-Rough Feature Selection. 560-565
Intelligent Signal and Image Analysis in Remote Sensing
- Luca Capobianco, Andrea Garzelli, Gustavo Camps-Valls:
Semi-supervised Kernel Target Detection in Hyperspectral Images. 566-571 - Gabriele Moser, Elena Angiati, Sebastiano B. Serpico:
A Contextual Multiscale Unsupervised Method for Change Detection with Multitemporal Remote-Sensing Images. 572-577 - Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi:
Texture-Based Segmentation of Very High Resolution Remote-Sensing Images. 578-583 - Luís A. Lucas, Tania Mezzadri Centeno, Myriam Regattieri Delgado:
Towards Interpretable General Type-2 Fuzzy Classifiers. 584-589 - David P. Williams, Johannes Groen:
On the Effects of Synthetic-Aperture Length on SAS Seabed Segmentation. 590-595 - Tiziana Veracini, Stefania Matteoli, Marco Diani, Giovanni Corsini:
Fully Unsupervised Learning of Gaussian Mixtures for Anomaly Detection in Hyperspectral Imagery. 596-601 - Raffaele Grasso, S. Mirra, Alberto Baldacci, Jochen Horstmann, M. Coffin, M. Jarvis:
Performance Assessment of a Mathematical Morphology Ship Detection Algorithm for SAR Images through Comparison with AIS Data. 602-607 - Yan Lu, Shahram Payandeh:
Intelligent Cooperative Tracking in Multi-camera Systems. 608-613
Human Monitoring and Machine Learning Strategies
- Ahmet Yardimci:
Applications of Soft Computing to Medical Problems. 614-619 - Giovanni Pioggia, Giulia Ricci, Silvio Bonfiglio, Evangelos Bekiaris, Gabriele Siciliano, Danilo De Rossi:
An Ontology-Driven Multisensorial Platform to Enable Unobtrusive Human Monitoring and Independent Living. 620-623 - Antonella Meloni, Andrea Ripoli, Vincenzo Positano, Luigi Landini:
Improved Learning of Bayesian Networks in Biomedicine. 624-628 - Danilo Menicucci, Angelo Gemignani, Andrea Piarulli, Remo Bedini, Claudio Gentili, Giacomo Handjaras, Sabrina Danti, Mario Guazzelli, Marco Laurino, Paolo Piaggi, Alberto Landi:
Extraction and Synchronization of BOLD Spontaneous Oscillations Using Singular Spectrum Analysis. 629-634 - Alberto Landi, Paolo Piaggi, Giovanni Pioggia:
Backpropagation-Based Non Linear PCA for Biomedical Applications. 635-640 - Masood Mehmood Khan:
Cluster Analytic Detection of Disgust-Arousal. 641-647 - Sérgio Renato Rogal, Alfredo Beckert Neto, Marcus Vinícius Mazega Figueredo, Emerson Cabrera Paraiso, Celso Antônio Alves Kaestner:
Automatic Detection of Arrhythmias Using Wavelets and Self-Organized Artificial Neural Networks. 648-653 - Gianni Orsi, Carmelo De Maria, Federico Vozzi, Mariaangela Guzzardi, Arti Ahluwalia, Giovanni Vozzi:
ENMET: Endothelial Cell Metabolism Mathematical Model. 654-659