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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
Performance Analysis of MADO Dynamic Optimization Algorithm. 37-42 - Laura García-Hernandez
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
RSS-Generated Contents through Personalizing e-Learning Agents. 49-54 - Gaëtan Pruvost, Achilles Kameas, Tobias Heinroth, Lambrini Seremeti
Combining Agents and Ontologies to Support Task-Centred Interoperability in Ambient Intelligent Environments. 55-60 - José M. Morales-del-Castillo
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
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
An Automat for the Semantic Processing of Structured Information. 85-89 - Enrique Herrera-Viedma
Using Incomplete Fuzzy Linguistic Preference Relations to Characterize User Profiles in Recommender Systems. 90-95
Genetic Fuzzy Systems: Design and Applications
- Yusuke Nojima
Effects of Data Reduction on the Generalization Ability of Parallel Distributed Genetic Fuzzy Rule Selection. 96-101 - Luciano Sánchez
Obtaining a Linguistically Understandable Random Sets-Based Classifier from Interval-Valued Data with Genetic Algorithms. 102-108 - María José Gacto
Handling High-Dimensional Regression Problems by Means of an Efficient Multi-Objective Evolutionary Algorithm. 109-114 - Michela Antonelli
Exploiting a New Interpretability Index in the Multi-Objective Evolutionary Learning of Mamdani Fuzzy Rule-Based Systems. 115-120 - Krzysztof Trawinski
On the Combination of Accuracy and Diversity Measures for Genetic Selection of Bagging Fuzzy Rule-Based Multiclassification Systems. 121-127 - Alessandro G. Di Nuovo
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
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
Natural Scene Image Recognition by Fusing Weighted Colour Moments with Bag of Visual Patches on Spatial Pyramid Layout. 140-145 - Suprio Das, Shamik Sural
A Fuzzy System for Impact Analysis of Advertisement Billboards in Soccer Telecast. 146-151 - Luca Mussi, Stefano Cagnoni
GPU-Based Road Sign Detection Using Particle Swarm Optimization. 152-157 - José Francisco Vélez
Improved Fuzzy Snakes Applied to Biometric Verification Problems. 158-163 - Aldo Franco Dragoni
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
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
- Francisco Fernández-Navarro
A Sensitivity Clustering Method for Memetic Training of Radial Basis Function Neural Networks. 187-192 - César Hervás-Martínez, Pedro Antonio Gutiérrez
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
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
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
Hardware Architecture for Particle Swarm Optimization Using Floating-Point Arithmetic. 243-248 - Carmelo J. A. Bastos Filho
Dynamic Clan Particle Swarm Optimization. 249-254
Tags and Recommendations in Web 2.0
- Pasquale Lops
Content-Based Filtering with Tags: The FIRSt System. 255-260 - Danilo Dell'Agnello, Corrado Mencar
Item Recommendation with Veristic and Possibilistic Metadata: A Preliminary Approach. 261-266 - Antonina Dattolo
Neighbor Selection and Recommendations in Social Bookmarking Tools. 267-272 - Christian Wartena
Using Tag Co-occurrence for Recommendation. 273-278 - Nicola Raffaele Di Matteo, Silvio Peroni
A Parametric Architecture for Tags Clustering in Folksonomic Search Engines. 279-282 - Stefano Baccianella, Andrea Esuli
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
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
Some Parametric Forms for LR Fuzzy Numbers and LR Fuzzy Arithmetic. 312-317 - Przemyslaw Grzegorzewski
Bi-symmetrically Weighted Trapezoidal Approximations of Fuzzy Numbers. 318-323 - Maria Letizia Guerra, Laerte Sorini
Value Function Computation in Fuzzy Real Options by Differential Evolution. 324-329
Intelligent Systems Design and Applications in the Health Domain
- Filippo Castiglione
Toward Multi-organs Simulations of Immune-Pathogen Interactions. 330-334 - Filippo Geraci
An Efficient Combinatorial Approach for Solving the DNA Motif Finding Problem. 335-340 - Constantinos Koutsojannis
Using Machine Learning Techniques to Improve the Behaviour of a Medical Decision Support System for Prostate Diseases. 341-346 - Vangelis Sakkalis, Konstantinos Marias
Translating Cancer Research into Clinical Practice: A Framework for Analyzing and Modeling Cancer from Imaging Data. 347-350 - Sara Colantonio
A Decision Support System for Aiding Heart Failure Management. 351-356 - Antonio Candelieri
Knowledge Discovery Approaches for Early Detection of Decompensation Conditions in Heart Failure Patients. 357-362 - Vassilis Koutkias
On Intelligent Procedures in Medication for Patient Safety: The PSIP Approach. 363-366 - George Zacharioudakis
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
A Genetic Programming-Based Algorithm for Composing Web Services. 379-384 - Janusz Kacprzyk
Linguistic Summaries of Time Series Using a Degree of Appropriateness as a Measure of Interestingness. 385-390 - Sinan Apak
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
A Multi-objective Evolutionary Approach to Data Compression in Wireless Sensor Networks. 402-407 - Juan Carlos Fernández
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
Wavelength Converter Allocation in Optical Networks: An Evolutionary Multi-objective Optimization Approach. 414-419 - John Atkinson
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
An Interpretability-Guided Modeling Process for Learning Comprehensible Fuzzy Rule-Based Classifiers. 432-437 - Raffaele Cannone, Ciro Castiello, Corrado Mencar
A Study on Interpretability Conditions for Fuzzy Rule-Based Classifiers. 438-443 - Melanie C. Wright
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
Improved Accuracy Rates of a Prototype Based Classifier Using Evolutionary Computation. 491-496 - Fernando Buarque de Lima Neto
Hybrid and Evolutionary Agent-Based Social Simulations Using the PAX Framework. 497-504 - Pedro Evangelista, Paulo Maia
Implementing Metaheuristic Optimization Algorithms with JECoLi. 505-510 - Haluk Rahmi Topcuoglu
Hybrid Evolutionary Algorithms for Sensor Placement on a 3D Terrain. 511-516
Intelligent Systems for Data Reduction
- Salvador García
A First Approach to Nearest Hyperrectangle Selection by Evolutionary Algorithms. 517-522 - Julián Luengo
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
Empirical Study of Individual Feature Evaluators and Cutting Criteria for Feature Selection in Classification. 541-546 - Patrick Marques Ciarelli
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
Measures for Unsupervised Fuzzy-Rough Feature Selection. 560-565
Intelligent Signal and Image Analysis in Remote Sensing
- Luca Capobianco, Andrea Garzelli
Semi-supervised Kernel Target Detection in Hyperspectral Images. 566-571 - Gabriele Moser
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
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
Fully Unsupervised Learning of Gaussian Mixtures for Anomaly Detection in Hyperspectral Imagery. 596-601 - Raffaele Grasso
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
An Ontology-Driven Multisensorial Platform to Enable Unobtrusive Human Monitoring and Independent Living. 620-623 - Antonella Meloni
Improved Learning of Bayesian Networks in Biomedicine. 624-628 - Danilo Menicucci
Extraction and Synchronization of BOLD Spontaneous Oscillations Using Singular Spectrum Analysis. 629-634 - Alberto Landi
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
Automatic Detection of Arrhythmias Using Wavelets and Self-Organized Artificial Neural Networks. 648-653 - Gianni Orsi, Carmelo De Maria, Federico Vozzi
ENMET: Endothelial Cell Metabolism Mathematical Model. 654-659 - Antonio Armato, Elena Nardini, Antonio Lanatà, Gaetano Valenza, C. Mancuso, Enzo Pasquale Scilingo, Danilo De Rossi:
An FPGA Based Arrhythmia Recognition System for Wearable Applications. 660-664 - Harm van Seijen, Shimon Whiteson:
Postponed Updates for Temporal-Difference Reinforcement Learning. 665-672 - Stefano Cagnoni
Sensor Fusion-Oriented Fall Detection for Assistive Technologies Applications. 673-678 - Marcello Ferro
Event Related Biometrics: Towards an Unobtrusive Sensing Seat System for Continuous Human Authentication. 679-682
Innovative Networking and Communication Techniques
- Tomoyuki Hiroyasu, Kozo Kawasaki, Michihiro Koibuchi, Shigeo Urushidani, Mitsunori Miki, Masato Yoshimi:
Efficient Scheduling Algorithms on Bandwidth Reservation Service of Internet Using Metaheuristics. 683-688 - Sónia M. Almeida-Luz
Solving a Realistic Location Area Problem Using SUMATRA Networks with the Scatter Search Algorithm. 689-694 - Moisés Danziger, Marcelo Lacerda, Fernando Buarque de Lima Neto
Danger Theory and Multi-agents Applied for Addressing the Deny of Service Detection Problem in IEEE 802.11 Networks. 695-702 - Qian Ma, Yingxu Lai, Guangzhi Jiang:
Design and Implementation of Distributed Intelligent Firewall Based on IPv6. 703-707
Intelligent Control and Automation
- Liu Jia, Li Yunze, Wang Yuying, Wang Jun:
Agent-Oriented Intelligent Control Strategies for the Nano-satellite Autonomous Thermal System. 708-713 - Tomoyuki Hiroyasu, Akiyuki Nakamura, Sho Shinohara, Masato Yoshimi, Mitsunori Miki, Hisatake Yokouchi:
Intelligent Lighting Control User Interface through Design of Illuminance Distribution. 714-719 - Ruihua Wei, Lihong Xu:
Adaptive Paralleled DMC-PID Controller Design on System with Uncertainties. 720-724 - Hiroyuki Goto
An Efficient Solver for Scheduling Problems on a Class of Discrete Event Systems Using CELL/B. E. Processor. 725-730 - Jin-Wook Kim, Yoon-Gu Kim, Young-Duk Kim, Won-Seok Kang
Design Based on a Shared Lookup-Table for an Obstacle Avoidance Fuzzy Controller for Mobile Robots. 731-736 - Taichi Okamoto, Yuichi Kobayashi
Acquisition of Image Feature on Collision for Robot Motion Generation. 737-742 - Adolfo Otero, José Otero
Using Fuzzy Techniques for Bounding the Tolerance of GPS-Based Speed and Distance Measurements in Taximeter Verification. 743-748 - Maria Elena Meda-Campaña
Identification of Petri Net Models Based on an Asymptotic Approach. 749-754 - Hiroyuki Goto
Transferring the Progress Control Policy for a Class of Discrete Event Systems. 755-760 - Alireza Fereidunian
AAFES: An Intelligent Fuzzy Expert System for Realization of Adaptive Autonomy Concept. 761-766 - Thatiana C. N. de Souza, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg:
The Bi-objective Problem of Distribution of Oil Products by Pipeline Networks Approached by a Particle Swarm Optimization Algorithm. 767-772 - Takahiro Kawasaki, Teruyoshi Sadahiro, Masami Iwase, Shoshiro Hatakeyama:
Detection of Similarity of Trajectory of Center of Gravity in Operating Unicycle Uses Motion Capture System. 773-778 - Horst Schulte, Patrick Gerland:
Observer Design Using T-S Fuzzy Systems for Pressure Estimation in Hydrostatic Transmissions. 779-784
Intelligent Internet Modeling
- Fernando Bobillo, Umberto Straccia
Extending Datatype Restrictions in Fuzzy Description Logics. 785-790 - Saeedeh Momtazi
A Combined Query Expansion Technique for Retrieving Opinions from Blogs. 791-796 - Alessandro Rozza, Gabriele Lombardi, Elena Casiraghi
Novel IPCA-Based Classifiers and Their Application to Spam Filtering. 797-802 - Zhengping Wu, Hao Wu:
A Fuzzy Decision System Using Shoppers' Preferences for Recommendations in E-Commerce Applications. 803-808
Consensus and Decision Making
- Sergio Alonso
Consensus with Linguistic Preferences in Web 2.0 Communities. 809-814 - Macarena Espinilla
Optimizing the Method for Building an Extended Linguistic Hierarchy. 815-820 - Francisco Mata
A Preliminary Study of the Effects of Different Aggregation Operators on Consensus Processes. 821-826 - Janusz Kacprzyk
Action Rules in Consensus Reaching Process Support. 827-832 - José Luis García-Lapresta
Measuring Social Welfare through Location and Consensus Measures. 833-838 - Susana Díaz
Connection Among Some Characterizations of Complete Fuzzy Preorders. 839-844 - Jesús M. Doña Fernánde, I. Moya, J. López:
Definition of a Consensual Drug Selection Process in Hospital Universitario Virgen de la Victoria. 845-850 - Jesús M. Doña
Strategic Assessment of Business. 851-855 - José M. Merigó
On the Use of the Uncertain Induced OWA Operator and the Uncertain Weighted Average and its Application in Tourism Management. 856-861
Education and Learning Models, Applications and Solutions
- Ana Leticia Galastri:
Cognition and Affectivity: Its Influences in Teacher-Student Relation and in the Teaching-Learning Process. 862-866 - Maria Murri, Marco Lupinelli, Luca Onofri:
Intelligent Reporting System with e-Training Capabilities. 867-871 - B. Erlin, Norazah Yusof, Azizah Abdul Rahman:
Analyzing Online Asynchronous Discussion Using Content and Social Network Analysis. 872-877 - Nguyen Thai-Nghe
Improving Academic Performance Prediction by Dealing with Class Imbalance. 878-883
Provisioning of Smart Services in Ontology-Based Systems
- Angelo Chianese, Anna Rita Fasolino
Using Ontologies to Achieve Semantic Interoperability in the Web: An Approach Based on the Semantic Triangle Model. 884-889 - Giuseppina Rita Mangione
Ontology-Based System for Enterprise 2.0. 890-895 - Filippo Sciarrone
A Business Intelligence Process to Support Information Retrieval in an Ontology-Based Environment. 896-901 - Giuseppe Pirrò
Combining DHTs and SONs for Semantic-Based Service Discovery. 902-907 - Francesco Colace
Product Configurator: An Ontological Approach. 908-912 - Roberto Pirrone
WikiArt: An Ontology-Based Information Retrieval System for Arts. 913-918 - Chun-Wei Tsai, Shih-Pang Tseng, Yu-Sheng Yang, Ming-Chao Chiang, Chu-Sing Yang:
An Ontology-Based Method for Integrating Heterogeneous Itembanks. 919-924 - Antonella Poce:
Higher Education in the Twenty-First Century. The Chance of Adaptive Learning Environments. 925-931 - Fabio Clarizia, Massimo De Santo, Paolo Napoletano
A Probabilistic Method for Text Analysis. 932-937
Intelligent E-Learning Systems
- Bariah Yusob, Siti Mariyam Hj. Shamsuddin, Nor Bahiah Ahmad
Developing Student Model Using Kohonen Network in Adaptive Hypermedia Learning System. 938-943 - Francesco Colleoni, Silvia Calegari, Davide Ciucci
OCEAN Project A Prototype of AIWBES Based on Fuzzy Ontology. 944-949 - Carla Limongelli
LS-LAB: A Framework for Comparing Curriculum Sequencing Algorithms. 950-955 - Norsham Idris, Norazah Yusof, Puteh Saad:
Concept-Based Classification for Adaptive Course Sequencing Using Artificial Neural Network. 956-960 - Siti Fadzilah Mat Noor, Norazah Yusof, Siti Zaiton Mohd Hashim:
A Metrics Suite for Measuring Reusability of Learning Objects. 961-963
Intelligent Systems for Industrial Processes
- Leonardo Maria Reyneri:
Tutorial: About Industrial Acceptance of Intelligent Systems. 964-969 - Marco Cococcioni
Automatic Diagnosis of Defects of Rolling Element Bearings Based on Computational Intelligence Techniques. 970-975 - Valentina Colla
GA-Based Solutions Comparison for Storage Strategies Optimization for an Automated Warehouse. 976-981 - Víctor Yepes
Profit Forecasting Using Support Vector Regression for Consulting Engineering Firms. 982-987 - Yassine Sayouti
On-Line Neural Network Stator Resistance Estimation in Direct Torque Controlled Induction Motor Drive. 988-992
Intelligent Data Mining
- Thiago F. Covoes, Eduardo R. Hruschka
An Experimental Study on Unsupervised Clustering-Based Feature Selection Methods. 993-1000 - Nicoletta Del Buono
A Penalty Function for Computing Orthogonal Non-negative Matrix Factorizations. 1001-1005 - Murilo Coelho Naldi, Andre Fontana, Ricardo J. G. B. Campello
Comparison Among Methods for k Estimation in k-means. 1006-1013 - Saeedeh Momtazi
A Possibilistic Approach for Building Statistical Language Models. 1014-1018 - Roberta A. de A. Fagundes, Renata M. C. R. de Souza, Francisco José de A. Cysneiros:
A Robust Prediction Method for Interval Symbolic Data. 1019-1024 - José María Valls
Optimizing Linear and Quadratic Data Transformations for Classification Tasks. 1025-1030
Computational Intelligence for Personalization in Web Content and Service Delivery
- Corrado Mencar
Modeling User Preferences through Adaptive Fuzzy Profiles. 1031-1036 - Alessandro Ciaramella, Mario G. C. A. Cimino
Situation-Aware Mobile Service Recommendation with Fuzzy Logic and Semantic Web. 1037-1042 - Antonio Maratea, Alfredo Petrosino:
An Heuristic Approach to Page Recommendation in Web Usage Mining. 1043-1048 - Leo Iaquinta, Marco de Gemmis
Recommendations toward Serendipitous Diversions. 1049-1054 - Luigi Troiano
A Preliminary Experience in Optimizing the Layout of Web Pages by Genetic Algorithms to Fit Mobile Devices. 1055-1061 - Pierpaolo Di Bitonto
A Recommendation Technique for Cultural Heritage Hypermedial Objects. 1062-1067
Evolutionary Algorithms and other Metaheuristics for Continuous Optimization Problems - A Scalability Test
- Daniel Molina
Memetic Algorithm with Local Search Chaining for Continuous Optimization Problems: A Scalability Test. 1068-1073 - Carlos García-Martínez
Continuous Variable Neighbourhood Search Algorithm Based on Evolutionary Metaheuristic Components: A Scalability Test. 1074-1079 - Santiago Muelas, Antonio LaTorre
A Memetic Differential Evolution Algorithm for Continuous Optimization. 1080-1084 - Abraham Duarte
An Adaptive Memory Procedure for Continuous Optimization. 1085-1089 - Hui Wang, Zhijian Wu, Shahryar Rahnamayan, Lishan Kang:
A Scalability Test for Accelerated DE Using Generalized Opposition-Based Learning. 1090-1095 - Vincent Gardeux
Unidimensional Search for Solving Continuous High-Dimensional Optimization Problems. 1096-1101
Educational Data Mining
- Cláudia Antunes
Mining Models for Failing Behaviors. 1102-1107 - Javier Bravo
Checking the Reliability of GeSES: Method for Detecting Symptoms of Low Performance. 1108-1113 - Nikola Trcka, Mykola Pechenizkiy
From Local Patterns to Global Models: Towards Domain Driven Educational Process Mining. 1114-1119 - Amelia Zafra
Predicting Academic Achievement Using Multiple Instance Genetic Programming. 1120-1125 - Alfredo Zapata
Discovering Learning Objects Usability Characteristics. 1126-1130 - Carlo Alberto Bentivoglio
Time Analysis of Forum Evolution as Support Tool for E-Moderating. 1131-1135
Data Mining and Ontologies Models, Applications and Solutions
- Denise Fukumi Tsunoda, Alex Alves Freitas
MAHATMA: A Genetic Programming-Based Tool for Protein Classification. 1136-1142 - Andréa C. F. Albuquerque, José Laurindo Campos dos Santos, J. F. de Magalhães Netto:
A Strategy for Biodiversity Knowledge Acquisition Based on Domain Ontology. 1143-1148 - Luigi Troiano
A Fast Algorithm for Mining Rare Itemsets. 1149-1155 - Hugo Bulegon, Silvio Bortoleto, Angelmar Constantino Roman:
Developing an Implementation through a Modeling of the Database for Cardiovascular Monitoring. 1156-1160 - Weifeng Lv, Leishi Xu, Tongyu Zhu
An FCD Information Processing Model under Traffic Signal Control. 1161-1166 - Azlida Mamat, Azizah Abdul Rahman:
Designing a Conceptual Model for Herbal Research Domain Using Ontology Technique. 1167-1172 - Hamidah Jantan, Abdul Razak Hamdan, Zulaiha Ali Othman:
Potential Data Mining Classification Techniques for Academic Talent Forecasting. 1173-1178 - Nanna Suryana
Ontology Merging and Data Schema Integration: An Approach to Identify Semantic Similarity and Resolve Schematic Heterogeneity in Interoperable GIS Application. 1179-1183 - Francesca Arcelli Fontana, Ferrante Formato, Remo Pareschi
Equalizing the Structures of Web Communities in Ontology Development Tools. 1184-1189 - Petr Gajdos, Michal Radecký:
Searching Common Pattern in Agents Behaviors with Usage of FCA. 1190-1195 - Laila A. Abd El-Megid
Vertical Mining of Frequent Patterns Using Diffset Groups. 1196-1201
Intelligent Knowledge Management
- Nadim Obeid
On the Role of Dialogue and Argumentation In Collaborative Problem Solving. 1202-1208 - Claudia d'Amato
Inductive Query Answering and Concept Retrieval Exploiting Local Models. 1209-1214 - José M. Merigó
Some Basic Results of Fuzzy Research in the ISI Web of Knowledge. 1215-1220 - Nurfadhlina Mohd Sharef
Order Independent Incremental Evolving Fuzzy Grammar Fragment Learner. 1221-1226 - Davide Magatti, Silvia Calegari, Davide Ciucci
Automatic Labeling of Topics. 1227-1232
Intelligent Systems and Data Mining Techniques for Bioinformatics
- Rocío Romero-Záliz
Optimization of Multi-classifiers for Computational Biology: Application to the Gene Finding Problem. 1233-1238 - Juan A. Nepomuceno
An Overlapping Control-Biclustering Algorithm from Gene Expression Data. 1239-1244 - Imen Boukhris, Zied Elouedi, Thomas Fober, Marco Mernberger, Eyke Hüllermeier:
Similarity Analysis of Protein Binding Sites: A Generalization of the Maximum Common Subgraph Measure Based on Quasi-Clique Detection. 1245-1250 - Thomas Fober, Gerhard Klebe, Eyke Hüllermeier:
Efficient Construction of Multiple Geometrical Alignments for the Comparison of Protein Binding Sites. 1251-1256 - Fernando José Mateus da Silva
Optimizing Multiple Sequence Alignment by Improving Mutation Operators of a Genetic Algorithm. 1257-1262
Neural Networks and Neuro-Fuzzy Systems
- Alberto Guillén
Risk Factor Identification and Classification of Macrosomic Newborns by Neural Networks. 1263-1267 - Luis Javier Herrera, Maria del Mar Pérez
A Data Mining Approach Based on a Local-Global Fuzzy Modelling for Prediction of Color Change after Tooth Bleaching Using Vita Classical Shades. 1268-1273 - José P. Pérez
Trajectory Tracking of Complex Dynamical Network for Recurrent Neural Network Via Control V-Stability. 1274-1277 - Silvia Cateni, Valentina Colla
General Purpose Input Variables Extraction: A Genetic Algorithm Based Procedure GIVE A GAP. 1278-1283 - Sevcan Yilmaz
A Fuzzy Wavelet Neural Network Model for System Identification. 1284-1289 - Ying-Chih Hung, Faa-Jeng Lin
FPGA-Based Recurrent Wavelet Neural Network Control System for Linear Ultrasonic Motor. 1290-1295 - Javier Miranda, Antonio Baeza
Fitting Multiple Alpha Peaks Using Neural Network Techniques. 1296-1300 - David González Ortega
Computer Vision-Based Eyelid Closure Detection: A Comparison of MLP and SVM Classifiers. 1301-1306 - Valentina Colla
A Method to Point Out Anomalous Input-Output Patterns in a Database for Training Neuro-Fuzzy System with a Supervised Learning Rule. 1307-1311 - Takahiro Asamizu, Yuichi Kobayashi
Acquisition of Body and Object Representation Based on Motion Learning and Planning Framework. 1312-1317
Soft Computing and Image Processing
- Pedro Couto
A A-IFSs Based Image Segmentation Methodology for Gait Analysis. 1318-1323 - Sedat Telceken, Sukru Gorgulu, Ömer Nezih Gerek
A 3D Lifting Based Method Augmented by Motion Compensation for Video Coding. 1324-1328 - Daniel Gómez
A Structural Approach to Image Segmentation. 1329-1334 - Manuel González Hidalgo
Noisy Image Edge Detection Using an Uninorm Fuzzy Morphological Gradient. 1335-1340 - Fatima Tensaouti
Assessment of Asymmetry in Pyramidal Tract by Using Fiber Tracking. 1341-1346 - Carlos Lopez-Molina
On the Use of t-Conorms in the Gravity-Based Approach to Edge Detection. 1347-1352 - Aranzazu Jurio
Ignorance-Based Fuzzy Clustering Algorithm. 1353-1358 - Fabio Vaschetto, Eduard Montseny, Pilar Sobrevilla, Enrique Lerma:
THREECOND: An Automated and Unsupervised Three Colour Fuzzy-Based Algorithm for Detecting Nuclei in Cervical Pap Smear Images. 1359-1364 - M. J. Rastegar Fatemi, Seyed Mostafa Mirhassani, Bardia Yousefi:
Fusion of IKONOS Remote Sensing Filtered Images Using Shadow Information to Improve the Rate of Building Extraction in Urban Images. 1365-1370 - Jesús Chamorro-Martínez
Introducing Type-2 Fuzzy Sets for Image Texture Modelling. 1371-1376
Hybrid Systems
- Hiroyuki Mori, Wenjun Jiang:
Integration of Graphical Modeling with Fuzzy Clustering for Casual Relationship of Electric Load Forecasting. 1377-1382 - José Luis Aznarte-Mellado
Testing for Serial Independence of the Residuals in the Framework of Fuzzy Rule-Based Time Series Modeling. 1383-1387 - Hiroyuki Goto
Efficient Computation Methods for the Kleene Star in Max-Plus Linear Systems. 1388-1393 - Vinícius Veloso de Melo, Alexandre C. B. Delbem
Using Smart Sampling to Discover Promising Regions and Increase the Efficiency of Differential Evolution. 1394-1399 - Jonathan de Andrade Silva, Eduardo R. Hruschka
EACImpute: An Evolutionary Algorithm for Clustering-Based Imputation. 1400-1406
Intelligent Image and Signal Processing
- Shin Yoshizawa
Intracellular Volume Registration. 1407-1412 - Satoko Takemoto, Hideo Yokota:
Algorithm Selection for Intracellular Image Segmentation Based on Region Similarity. 1413-1418 - Changjing Shang, Dave Barnes, Qiang Shen
Effective Feature Selection for Mars McMurdo Terrain Image Classification. 1419-1424 - Alireza Hajiany, Nina Taheri Makhsoos, Reza Ebrahimpour
View-Independent Face Recognition with Biological Features Based on Mixture of Experts. 1425-1429 - Mingyou Liu, Wenzi Liao, Youguo Pi:
Study on Mapping of Basic Elements in the Chinese Character Intelligent Formation without Character Library System. 1430-1434
Bioinspired and Evolutionary Computation Based Data Mining Techniques
- Juan Ignacio Alonso-Barba, Luis delaOssa
Structural Learning of Bayesian Networks by Using Variable Neighbourhood Search Based on the Space of Orderings. 1435-1440 - Jose Garcia Moreno-Torres, Xavier Llorà, David E. Goldberg:
Binary Representation in Gene Expression Programming: Towards a Better Scalability. 1441-1444 - Elisabet Parras-Gutierrez, Víctor M. Rivas
E-tsRBF: Preliminary Results on the Simultaneous Determination of Time-Lags and Parameters of Radial Basis Function Neural Networks for Time Series Forecasting. 1445-1449 - Petr Buryan, Jirí Kubalík, Katsumi Inoue
Grammatical Concept Representation for Randomised Optimisation Algorithms in Relational Learning. 1450-1455 - Danilo Horta, Ricardo J. G. B. Campello
Fast Evolutionary Algorithms for Relational Clustering. 1456-1462
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