IFIP TC6 Open Digital Library

8. IDEAL 2007: Birmingham, UK

Intelligent Data Engineering and Automated Learning - IDEAL 2007, 8th International Conference, Birmingham, UK, December 16-19, 2007, Proceedings

Hujun Yin, Peter Tiño, Emilio Corchado, William Byrne, Xin Yao

Springer, Lecture Notes in Computer Science 4881, ISBN: 978-3-540-77225-5


Learning and Information Processing

Support Function Machines.

Jiuzhen Liang


Different Bayesian Network Models in the Classification of Remote Sensing Images.

Cristina Solares, Ana Maria Sanz


Group Decision Making with Triangular Fuzzy Linguistic Variables.

Zeshui Xu


Sparse Kernel Modelling: A Unified Approach.

Sheng Chen 0001, Xia Hong, Chris J. Harris


Advanced Forecasting and Classification Technique for Condition Monitoring of Rotating Machinery.

Ilya Mokhov, Alexey Minin


Out of Bootstrap Estimation of Generalization Error Curves in Bagging Ensembles.

Daniel Hernández-Lobato, Gonzalo Martínez-Muñoz, Alberto Suárez


An Edit Distance Approach to Shallow Semantic Labeling.

Samuel W. K. Chan


A Comparison of One-Class Classifiers for Novelty Detection in Forensic Case Data.

Frédéric Ratle, Mikhail F. Kanevski, Anne-Laure Terrettaz-Zufferey, Pierre Esseiva, Olivier Ribaux


Variational GTM.

Iván Olier, Alfredo Vellido


Skill Combination for Reinforcement Learning.

Zhihui Luo, David A. Bell, Barry McCollum


A New Recurring Multistage Evolutionary Algorithm for Solving Problems Efficiently.

Md. Monirul Islam, Mohammad Shafiul Alam, Kazuyuki Murase


The Effect of Missing Wind Speed Data on Wind Power Estimation.

Fatih Onur Hocaoglu, Mehmet Kurban


Exploration of a Text Collection and Identification of Topics by Clustering.

Antoine Naud, Shiro Usui


Asynchronous BCI Control of a Robot Simulator with Supervised Online Training.

Chun Sing Louis Tsui, John Q. Gan


Fuzzy Ridge Regression with Non Symmetric Membership Functions and Quadratic Models.

Sergio Donoso, Nicolás Marín, María Amparo Vila Miranda


A Subjective and Objective Integrated Method for MAGDM Problems with Multiple Types of Exact Preference Formats.

Zeshui Xu, Jian Chen


Energy Saving by Means of Fuzzy Systems.

José Ramón Villar, Enrique A. de la Cal, Javier Sedano


A Comparative Study of Local Classifiers Based on Clustering Techniques and One-Layer Neural Networks.

Yuridia Gago-Pallares, Oscar Fontenla-Romero, Amparo Alonso-Betanzos


Filter Methods for Feature Selection - A Comparative Study.

Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, María Tombilla-Sanromán


FPGA-Based Architecture for Computing Testors.

Alejandro Rojas, René Cumplido, Jesús Ariel Carrasco-Ochoa, Claudia Feregrino Uribe, José Francisco Martínez Trinidad


Minimal BSDT Abstract Selectional Machines and Their Selectional and Computational Performance.

Petro M. Gopych


Active Learning for Regression Based on Query by Committee.

Robert Burbidge, Jem J. Rowland, Ross D. King


Influence of Wavelet Frequency and Orientation in an SVM-Based Parallel Gabor PCA Face Verification System.

Ángel Serrano, Isaac Martín de Diego, Cristina Conde, Enrique Cabello, LinLin Shen, Li Bai


Wrapping the Naive Bayes Classifier to Relax the Effect of Dependences.

José Carlos Cortizo, J. Ignacio Giráldez, Maria Cruz Gaya


Preference Learning from Interval Pairwise Data. A Distance-Based Approach.

Esther Dopazo, Mauricio Ruiz-Tagle, Juan Robles


Psychometric Functions Within the Framework of Binary Signal Detection Theory: Coding the Face Identity.

Petro M. Gopych, Anna Kolot


Load Forecasting with Support Vector Machines and Semi-parametric Method.

Jaco A. Jordaan, Abhisek Ukil


Reproducing Kernel Hilbert Space Methods to Reduce Pulse Compression Sidelobes.

Jaco A. Jordaan, Michaël A. van Wyk, Barend J. van Wyk


Support Kernel Machine-Based Active Learning to Find Labels and a Proper Kernel Simultaneously.

Yasusi Sinohara, Atsuhiro Takasu


Making Class Bias Useful: A Strategy of Learning from Imbalanced Data.

Jie Gu, Yuanbing Zhou, Xianqiang Zuo


Detecting Phishing E-mails by Heterogeneous Classification.

M. Dolores del Castillo, Ángel Iglesias, Jose Ignacio Serrano


Load Balancing in Fault Tolerant Video Server.

D. N. Sujatha, K. Girish, B. Rashmi, K. R. Venugopal, Lalit M. Patnaik


Position-Aware String Kernels with Weighted Shifts and a General Framework to Apply String Kernels to Other Structured Data.

Kilho Shin


A New Regression Based Software Cost Estimation Model Using Power Values.

Oktay Adalier, Aybars Ugur, Serdar Korukoglu, Kadir Ertas


Visualising and Clustering Video Data.

Colin Fyfe, Wei Chuang Ooi, Hanseok Ko


Neural Network-Based Receiver for Uplink Multiuser Code Division Multiple Access Communication System.

Zi-Wei Zheng


Evolving Tree Algorithm Modifications.

Vincenzo Cannella, Riccardo Rizzo, Roberto Pirrone


A Linear Learning Method for Multilayer Perceptrons Using Least-Squares.

Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Paula Fraguela


A Discriminative Model Corresponding to Hierarchical HMMs.

Takaaki Sugiura, Naoto Gotou, Akira Hayashi


Finding Unsatisfiable Subformulas with Stochastic Method.

Jianmin Zhang, ShengYu Shen, Sikun Li


A New Efficient Approach in Clustering Ensembles.

Javad Azimi, Monireh Abdoos, Morteza Analoui


An Evolutionary Hyperheuristic to Solve Strip-Packing Problems.

Pablo Garrido 0001, María-Cristina Riff


Statistical Analysis of Sample-Size Effects in ICA.

J. Michael Herrmann, Fabian J. Theis


HPGP: An Abstraction-Based Framework for Decision-Theoretic Planning.

Letícia Maria Friske, Carlos H. C. Ribeiro


Correction of Medical Handwriting OCR Based on Semantic Similarity.

Bartosz Broda, Maciej Piasecki


Multiple Classifier Fusion Using k -Nearest Localized Templates.

Jun-Ki Min, Sung-Bae Cho


Data Mining and Information Management

Color Image Segmentation Applied to Medical Domain.

Liana Stanescu, Dumitru Dan Burdescu, Cosmin Stoica Spahiu


Hierarchical Program Representation for Program Element Matching.

Fernando Berzal Galiano, Juan Carlos Cubero Talavera, Aída Jiménez


A Combination-of-Tools Method for Learning Interpretable Fuzzy Rule-Based Classifiers from Support Vector Machines.

Tamás Kenesei, Johannes A. Roubos, János Abonyi


An Effective Content-Based Image Retrieval System by Hierachical Segmentation.

Mingxin Zhang, Zhaogan Lu, Junyi Shen


Knowledge Extraction from Unstructured Surface Meshes.

Lars Gräning, Markus Olhofer, Bernhard Sendhoff


Clustering with Reinforcement Learning.

Wesam Barbakh, Colin Fyfe


Mining Frequent Itemsets in Large Data Warehouses: A Novel Approach Proposed for Sparse Data Sets.

Seyyed Mostafa Fakhrahmad, Mansoor Zolghadri Jahromi, M. H. Sadreddini


A Sparse Bayesian Position Weighted Bio-Kernel Network.

David C. Trudgian, Zheng Rong Yang


Square Penalty Support Vector Regression.

Álvaro Barbero Jiménez, Jorge López Lázaro, José R. Dorronsoro


Constructing Accurate Fuzzy Rule-Based Classification Systems Using Apriori Principles and Rule-Weighting.

Seyyed Mostafa Fakhrahmad, A. Zare, Mansoor Zolghadri Jahromi


Visualization of Topology Representing Networks.

Agnes Vathy-Fogarassy, Agnes Werner-Stark, Balázs Gaál, János Abonyi


The Outer Impartation Information Content of Rules and Rule Sets.

Dan Hu, Yuanfu Feng


An Engineering Approach to Data Mining Projects.

Oscar Marbán, Gonzalo Mariscal, Ernestina Menasalvas Ruiz, Javier Segovia


Classifying Polyphonic Melodies by Chord Estimation Based on Hidden Markov Model.

Yukiteru Yoshihara, Takao Miura, Isamu Shioya


Elastic Non-contiguous Sequence Pattern Detection for Data Stream Monitoring.

Xinqiang Zuo, Yuanbing Zhou, Chunhui Zhao


Joint Cutoff Probabilistic Estimation Using Simulation: A Mailing Campaign Application.

Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana


Segmentation and Annotation of Audiovisual Recordings Based on Automated Speech Recognition.

Stephan Repp, Jörg Waitelonis, Harald Sack, Christoph Meinel


Mining Disjunctive Sequential Patterns from News Stream.

Kazuhiro Shimizu, Isamu Shioya, Takao Miura


A New Dissimilarity Measure Between Trees by Decomposition of Unit-Cost Edit Distance.

Hisashi Koga, Hiroaki Saito, Toshinori Watanabe, Takanori Yokoyama


Optimizing Web Structures Using Web Mining Techniques.

Jonathan Jeffrey, Peter Karski, Björn Lohrmann, Keivan Kianmehr, Reda Alhajj


A Collaborative Recommender System Based on Asymmetric User Similarity.

Marta Millán, Maria F. Trujillo, Edward Ortiz


Stop Wasting Time: On Predicting the Success or Failure of Learning for Industrial Applications.

Jim E. Smith, Muhammad Atif Tahir


Parallel Wavelet Transform for Spatio-temporal Outlier Detection in Large Meteorological Data.

Sajib Barua, Reda Alhajj


A Tool for Web Usage Mining.

José M. Domenech, Javier Lorenzo


An Algorithm to Mine General Association Rules from Tabular Data.

Siyamand Ayubi, Maybin K. Muyeba, John A. Keane


Intrusion Detection at Packet Level by Unsupervised Architectures.

Álvaro Herrero, Emilio Corchado, Paolo Gastaldo, Davide Leoncini, Francesco Picasso, Rodolfo Zunino


Quality of Adaptation of Fusion ViSOM.

Bruno Baruque, Emilio Corchado, Hujun Yin


Classification Based on the Trace of Variables over Time.

Frank Höppner, Alexander Topp


Extracting Meaningful Contexts from Mobile Life Log.

Youngseol Lee, Sung-Bae Cho


Topological Tree Clustering of Social Network Search Results.

Richard T. Freeman


Bioinformatics and Neuroinformatics

A Framework to Analyze Biclustering Results on Microarray Experiments.

Rodrigo Santamaría, Roberto Therón, Luis Quintales


Methods to Bicluster Validation and Comparison in Microarray Data.

Rodrigo Santamaría, Luis Quintales, Roberto Therón


Capturing Heuristics and Intelligent Methods for Improving Micro-array Data Classification.

Andrea Bosin, Nicoletta Dessì, Barbara Pes


Classification of Microarrays with kNN: Comparison of Dimensionality Reduction Methods.

Sampath Deegalla, Henrik Boström


Protein Data Condensation for Effective Quaternary Structure Classification.

Fabrizio Angiulli, Valeria Fionda, Simona E. Rombo


PINCoC : A Co-clustering Based Approach to Analyze Protein-Protein Interaction Networks.

Clara Pizzuti, Simona E. Rombo


Discovering alpha -Patterns from Gene Expression Data.

Domingo S. Rodríguez-Baena, Norberto Díaz-Díaz, Jesús S. Aguilar-Ruiz, Isabel A. Nepomuceno-Chamorro


Biclusters Evaluation Based on Shifting and Scaling Patterns.

Juan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz, Jorge García-Gutiérrez


A Deterministic Model to Infer Gene Networks from Microarray Data.

Isabel A. Nepomuceno-Chamorro, Jesús S. Aguilar-Ruiz, Norberto Díaz-Díaz, Domingo S. Rodríguez-Baena, Jorge García-Gutiérrez


Profiling of High-Throughput Mass Spectrometry Data for Ovarian Cancer Detection.

Shan He 0001, Xiaoli Li


Adapting Machine Learning Technique for Periodicity Detection in Nucleosomal Locations in Sequences.

Faraz Rasheed, Mohammed Al-Shalalfa, Reda Alhajj


Analysis of Tiling Microarray Data by Learning Vector Quantization and Relevance Learning.

Michael Biehl, Rainer Breitling, Yang Li


Discriminating Microbial Species Using Protein Sequence Properties and Machine Learning.

Ali Al-Shahib, David Gilbert, Rainer Breitling


Automatic Prognostic Determination and Evolution of Cognitive Decline Using Artificial Neural Networks.

Patricio García Báez, Carmen Paz Suárez Araujo, Carlos Fernández Viadero, José Regidor García


Agents and Distributed Systems

SCSTallocator: Sized and Call-Site Tracing-Based Shared Memory Allocator for False Sharing Reduction in Page-Based DSM Systems.

Jongwoo Lee, Youngho Park, Yongik Yoon


A Hybrid Social Model for Simulating the Effects of Policies on Residential Power Consumption.

Minjie Xu, Zhaoguang Hu, Xiaoyou Jiao, Junyong Wu


On Intelligent Interface Agents for Human Based Computation.

Fidel Aznar Gregori, Mireia Sempere, Mar Pujol, Ramón Rizo


Reverse Engineering an Agent-Based Hidden Markov Model for Complex Social Systems.

Hung-Ching Chen, Mark K. Goldberg, Malik Magdon-Ismail, William A. Wallace


Effects of Neighbourhood Structure on Evolution of Cooperation in N-Player Iterated Prisoner's Dilemma.

Raymond Chiong, Sandeep Dhakal, Lubo Jankovic


Interface Agents' Design for a DRT Transportation System Using PASSI.

Claudio Cubillos, Sandra Gaete


A Multi-agent System Approach to Power System Topology Verification.

Kazimierz Wilkosz


Financial Engineering and Modelling

A System for Efficient Portfolio Management.

Vivian F. López Batista, Luis Alonso 0003, María N. Moreno García, Saddys Segrera, Alfredo Belloso


Partitioning-Clustering Techniques Applied to the Electricity Price Time Series.

Francisco Martínez-Álvarez, Alicia Troncoso Lora, José Cristóbal Riquelme Santos, Jesús Riquelme Santos


Time-Series Prediction Using Self-Organising Mixture Autoregressive Network.

He Ni, Hujun Yin


Adjusting the Generalized Pareto Distribution with Evolution Strategies - An application to a Spanish Motor Liability Insurance Database.

María J. Pérez-Fructuoso, Almudena García, Antonio Berlanga, José M. Molina López


Independent Factor Reinforcement Learning for Portfolio Management.

Jian Li, Kun Zhang, Laiwan Chan


Discrete Time Portfolio Selection with Lévy Processes.

Cesarino Bertini, Sergio Ortobelli Lozza, Alessandro Staino


Agent-Based Approach to Service Sciences

Analyzing the Influence of Overconfident Investors on Financial Markets Through Agent-Based Model.

Hiroshi Takahashi, Takao Terano


Modularity, Product Innovation, and Consumer Satisfaction: An Agent-Based Approach.

Shu-Heng Chen, Bin-Tzong Chie


An Agent-Based Model of Interactions in the Payment Card Market.

Biliana Alexandrova-Kabadjova, Andreas Krause, Edward P. K. Tsang


The Possibility of an Epidemic Meme Analogy for Web Community Population Analysis.

Masao Kubo, Keitaro Naruse, Hiroshi Sato, Takashi Matubara


The Econometric Analysis of Agent-Based Models in Finance: An Application.

Youwei Li, Bas Donkers, Bertrand Melenberg


Short Run Dynamics in an Artificial Futures Market with Human Subjects.

Takashi Yamada, Yusuke Koyama, Takao Terano


Video-Based Conjoint Analysis and Agent Based Simulation for Estimating Customer's Behavior.

Hiroshi Sato, Masao Kubo, Akira Namatame


Effect of the Number of Users and Bias of Users' Preference on Recommender Systems.

Akihiro Yamashita, Hidenori Kawamura, Hiroyuki Iizuka, Azuma Ohuchi


Exploring Quantitative Evaluation Criteria for Service and Potentials of New Service in Transportation: Analyzing Transport Networks of Railway, Subway, and Waterbus.

Keiki Takadama, Takahiro Majima, Daisuke Watanabe, Mitsujiro Katsuhara


Neural-evolutionary Fusion Algorithms and Their Applications

Saw-Tooth Algorithm Guided by the Variance of Best Individual Distributions for Designing Evolutionary Neural Networks.

Pedro Antonio Gutiérrez, César Hervás, Manuel Lozano


Using a Genetic Algorithm for Editing k-Nearest Neighbor Classifiers.

Roberto Gil-Pita, Xin Yao


An Evolution of Geometric Structures Algorithm for the Automatic Classification of HRR Radar Targets.

Leopoldo Carro-Calvo, Sancho Salcedo-Sanz, Roberto Gil-Pita, Antonio Portilla-Figueras, Manuel Rosa-Zurera


Hybrid Cross-Entropy Method/Hopfield Neural Network for Combinatorial Optimization Problems.

Emilio G. Ortíz-García, Ángel M. Pérez-Bellido