8. IDEAL 2007: Birmingham, UK

Learning and Information Processing

• Jiuzhen Liang:
  Support Function Machines. 1-9
  
• Cristina Solares, Ana Maria Sanz:
  Different Bayesian Network Models in the Classification of Remote Sensing Images. 10-16
  
• Zeshui Xu:
  Group Decision Making with Triangular Fuzzy Linguistic Variables. 17-26
  
• Sheng Chen, Xia Hong, Chris J. Harris:
  Sparse Kernel Modelling: A Unified Approach. 27-36
  
• Ilya Mokhov, Alexey Minin:
  Advanced Forecasting and Classification Technique for Condition Monitoring of Rotating Machinery. 37-46
  
• Daniel Hernández-Lobato, Gonzalo Martínez-Muñoz, Alberto Suárez:
  Out of Bootstrap Estimation of Generalization Error Curves in Bagging Ensembles. 47-56
  
• Samuel W. K. Chan:
  An Edit Distance Approach to Shallow Semantic Labeling. 57-66
  
• Frédéric Ratle, Mikhail F. Kanevski, Anne-Laure Terrettaz-Zufferey, Pierre Esseiva, Olivier Ribaux:
  A Comparison of One-Class Classifiers for Novelty Detection in Forensic Case Data. 67-76
  
• Iván Olier, Alfredo Vellido:
  Variational GTM. 77-86
  
• Zhihui Luo, David A. Bell, Barry McCollum:
  Skill Combination for Reinforcement Learning. 87-96
  
• Md. Monirul Islam, Mohammad Shafiul Alam, Kazuyuki Murase:
  A New Recurring Multistage Evolutionary Algorithm for Solving Problems Efficiently. 97-106
  
• Fatih Onur Hocaoglu, Mehmet Kurban:
  The Effect of Missing Wind Speed Data on Wind Power Estimation. 107-114
  
• Antoine Naud, Shiro Usui:
  Exploration of a Text Collection and Identification of Topics by Clustering. 115-124
  
• Chun Sing Louis Tsui, John Q. Gan:
  Asynchronous BCI Control of a Robot Simulator with Supervised Online Training. 125-134
  
• Sergio Donoso, Nicolás Marín, María Amparo Vila Miranda:
  Fuzzy Ridge Regression with Non Symmetric Membership Functions and Quadratic Models. 135-144
  
• Zeshui Xu, Jian Chen:
  A Subjective and Objective Integrated Method for MAGDM Problems with Multiple Types of Exact Preference Formats. 145-154
  
• José Ramón Villar, Enrique A. de la Cal, Javier Sedano:
  Energy Saving by Means of Fuzzy Systems. 155-167
  
• Yuridia Gago-Pallares, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
  A Comparative Study of Local Classifiers Based on Clustering Techniques and One-Layer Neural Networks. 168-177
  
• Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, María Tombilla-Sanromán:
  Filter Methods for Feature Selection - A Comparative Study. 178-187
  
• Alejandro Rojas, René Cumplido, Jesús Ariel Carrasco-Ochoa, Claudia Feregrino Uribe, José Francisco Martínez Trinidad:
  FPGA-Based Architecture for Computing Testors. 188-197
  
• Petro M. Gopych:
  Minimal BSDT Abstract Selectional Machines and Their Selectional and Computational Performance. 198-208
  
• Robert Burbidge, Jem J. Rowland, Ross D. King:
  Active Learning for Regression Based on Query by Committee. 209-218
  
• Ángel Serrano, Isaac Martín de Diego, Cristina Conde, Enrique Cabello, LinLin Shen, Li Bai:
  Influence of Wavelet Frequency and Orientation in an SVM-Based Parallel Gabor PCA Face Verification System. 219-228
  
• José Carlos Cortizo, J. Ignacio Giráldez, Maria Cruz Gaya:
  Wrapping the Naive Bayes Classifier to Relax the Effect of Dependences. 229-239
  
• Esther Dopazo, Mauricio Ruiz-Tagle, Juan Robles:
  Preference Learning from Interval Pairwise Data. A Distance-Based Approach. 240-247
  
• Petro M. Gopych, Anna Kolot:
  Psychometric Functions Within the Framework of Binary Signal Detection Theory: Coding the Face Identity. 248-257
  
• Jaco A. Jordaan, A. Ukil:
  Load Forecasting with Support Vector Machines and Semi-parametric Method. 258-267
  
• Jaco A. Jordaan, Michaël A. van Wyk, Barend J. van Wyk:
  Reproducing Kernel Hilbert Space Methods to Reduce Pulse Compression Sidelobes. 268-276
  
• Yasusi Sinohara, Atsuhiro Takasu:
  Support Kernel Machine-Based Active Learning to Find Labels and a Proper Kernel Simultaneously. 277-286
  
• Jie Gu, Yuanbing Zhou, Xianqiang Zuo:
  Making Class Bias Useful: A Strategy of Learning from Imbalanced Data. 287-295
  
• M. Dolores del Castillo, Ángel Iglesias, Jose Ignacio Serrano:
  Detecting Phishing E-mails by Heterogeneous Classification. 296-305
  
• D. N. Sujatha, K. Girish, B. Rashmi, K. R. Venugopal, Lalit M. Patnaik:
  Load Balancing in Fault Tolerant Video Server. 306-315
  
• Kilho Shin:
  Position-Aware String Kernels with Weighted Shifts and a General Framework to Apply String Kernels to Other Structured Data. 316-325
  
• Oktay Adalier, Aybars Ugur, Serdar Korukoglu, Kadir Ertas:
  A New Regression Based Software Cost Estimation Model Using Power Values. 326-334
  
• Colin Fyfe, Wei Chuang Ooi, Hanseok Ko:
  Visualising and Clustering Video Data. 335-344
  
• Zi-Wei Zheng:
  Neural Network-Based Receiver for Uplink Multiuser Code Division Multiple Access Communication System. 345-355
  
• Vincenzo Cannella, Riccardo Rizzo, Roberto Pirrone:
  Evolving Tree Algorithm Modifications. 356-364
  
• Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Paula Fraguela:
  A Linear Learning Method for Multilayer Perceptrons Using Least-Squares. 365-374
  
• Takaaki Sugiura, Naoto Gotou, Akira Hayashi:
  A Discriminative Model Corresponding to Hierarchical HMMs. 375-384
  
• Jianmin Zhang, ShengYu Shen, Sikun Li:
  Finding Unsatisfiable Subformulas with Stochastic Method. 385-394
  
• Javad Azimi, Monireh Abdoos, Morteza Analoui:
  A New Efficient Approach in Clustering Ensembles. 395-405
  
• Pablo Garrido, María-Cristina Riff:
  An Evolutionary Hyperheuristic to Solve Strip-Packing Problems. 406-415
  
• J. Michael Herrmann, Fabian J. Theis:
  Statistical Analysis of Sample-Size Effects in ICA. 416-425
  
• Letícia Maria Friske, Carlos H. C. Ribeiro:
  HPGP: An Abstraction-Based Framework for Decision-Theoretic Planning. 426-436
  
• Bartosz Broda, Maciej Piasecki:
  Correction of Medical Handwriting OCR Based on Semantic Similarity. 437-446
  
• Jun-Ki Min, Sung-Bae Cho:
  Multiple Classifier Fusion Using k -Nearest Localized Templates. 447-456
  

Data Mining and Information Management

• Liana Stanescu, Dumitru Dan Burdescu, Cosmin Stoica Spahiu:
  Color Image Segmentation Applied to Medical Domain. 457-466
  
• Fernando Berzal Galiano, Juan Carlos Cubero Talavera, Aída Jiménez:
  Hierarchical Program Representation for Program Element Matching. 467-476
  
• Tamas Kenesei, Johannes A. Roubos, János Abonyi:
  A Combination-of-Tools Method for Learning Interpretable Fuzzy Rule-Based Classifiers from Support Vector Machines. 477-486
  
• Mingxin Zhang, Zhaogan Lu, Junyi Shen:
  An Effective Content-Based Image Retrieval System by Hierachical Segmentation. 487-496
  
• Lars Gräning, Markus Olhofer, Bernhard Sendhoff:
  Knowledge Extraction from Unstructured Surface Meshes. 497-506
  
• Wesam Barbakh, Colin Fyfe:
  Clustering with Reinforcement Learning. 507-516
  
• Seyyed Mostafa Fakhrahmad, Mansoor Zolghadri Jahromi, M. H. Sadreddini:
  Mining Frequent Itemsets in Large Data Warehouses: A Novel Approach Proposed for Sparse Data Sets. 517-526
  
• David C. Trudgian, Zheng Rong Yang:
  A Sparse Bayesian Position Weighted Bio-Kernel Network. 527-536
  
• Álvaro Barbero Jiménez, Jorge López Lázaro, José R. Dorronsoro:
  Square Penalty Support Vector Regression. 537-546
  
• Seyyed Mostafa Fakhrahmad, A. Zare, Mansoor Zolghadri Jahromi:
  Constructing Accurate Fuzzy Rule-Based Classification Systems Using Apriori Principles and Rule-Weighting. 547-556
  
• Agnes Vathy-Fogarassy, Agnes Werner-Stark, Balázs Gaál, János Abonyi:
  Visualization of Topology Representing Networks. 557-566
  
• Dan Hu, Yuanfu Feng:
  The Outer Impartation Information Content of Rules and Rule Sets. 567-577
  
• Oscar Marbán, Gonzalo Mariscal, Ernestina Menasalvas Ruiz, Javier Segovia:
  An Engineering Approach to Data Mining Projects. 578-588
  
• Yukiteru Yoshihara, Takao Miura, Isamu Shioya:
  Classifying Polyphonic Melodies by Chord Estimation Based on Hidden Markov Model. 589-598
  
• Xinqiang Zuo, Yuanbing Zhou, Chunhui Zhao:
  Elastic Non-contiguous Sequence Pattern Detection for Data Stream Monitoring. 599-608
  
• Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
  Joint Cutoff Probabilistic Estimation Using Simulation: A Mailing Campaign Application. 609-619
  
• Stephan Repp, Jörg Waitelonis, Harald Sack, Christoph Meinel:
  Segmentation and Annotation of Audiovisual Recordings Based on Automated Speech Recognition. 620-629
  
• Kazuhiro Shimizu, Isamu Shioya, Takao Miura:
  Mining Disjunctive Sequential Patterns from News Stream. 630-642
  
• Hisashi Koga, Hiroaki Saito, Toshinori Watanabe, Takanori Yokoyama:
  A New Dissimilarity Measure Between Trees by Decomposition of Unit-Cost Edit Distance. 643-652
  
• Jonathan Jeffrey, Peter Karski, Björn Lohrmann, Keivan Kianmehr, Reda Alhajj:
  Optimizing Web Structures Using Web Mining Techniques. 653-662
  
• Marta Millán, Maria F. Trujillo, Edward Ortiz:
  A Collaborative Recommender System Based on Asymmetric User Similarity. 663-672
  
• Jim E. Smith, Muhammad Atif Tahir:
  Stop Wasting Time: On Predicting the Success or Failure of Learning for Industrial Applications. 673-683
  
• Sajib Barua, Reda Alhajj:
  Parallel Wavelet Transform for Spatio-temporal Outlier Detection in Large Meteorological Data. 684-694
  
• José M. Domenech, Javier Lorenzo:
  A Tool for Web Usage Mining. 695-704
  
• Siyamand Ayubi, Maybin K. Muyeba, John A. Keane:
  An Algorithm to Mine General Association Rules from Tabular Data. 705-717
  
• Álvaro Herrero, Emilio Corchado, Paolo Gastaldo, Davide Leoncini, Francesco Picasso, Rodolfo Zunino:
  Intrusion Detection at Packet Level by Unsupervised Architectures. 718-727
  
• Bruno Baruque, Emilio Corchado, Hujun Yin:
  Quality of Adaptation of Fusion ViSOM. 728-738
  
• Frank Höppner, Alexander Topp:
  Classification Based on the Trace of Variables over Time. 739-749
  
• Youngseol Lee, Sung-Bae Cho:
  Extracting Meaningful Contexts from Mobile Life Log. 750-759
  
• Richard T. Freeman:
  Topological Tree Clustering of Social Network Search Results. 760-769
  

Bioinformatics and Neuroinformatics

• Rodrigo Santamaría, Roberto Therón, Luis Quintales:
  A Framework to Analyze Biclustering Results on Microarray Experiments. 770-779
  
• Rodrigo Santamaría, Luis Quintales, Roberto Therón:
  Methods to Bicluster Validation and Comparison in Microarray Data. 780-789
  
• Andrea Bosin, Nicoletta Dessì, Barbara Pes:
  Capturing Heuristics and Intelligent Methods for Improving Micro-array Data Classification. 790-799
  
• Sampath Deegalla, Henrik Boström:
  Classification of Microarrays with kNN: Comparison of Dimensionality Reduction Methods. 800-809
  
• Fabrizio Angiulli, Valeria Fionda, Simona E. Rombo:
  Protein Data Condensation for Effective Quaternary Structure Classification. 810-820
  
• Clara Pizzuti, Simona E. Rombo:
  PINCoC : A Co-clustering Based Approach to Analyze Protein-Protein Interaction Networks. 821-830
  
• Domingo S. Rodríguez-Baena, Norberto Díaz-Díaz, Jesús S. Aguilar-Ruiz, Isabel A. Nepomuceno-Chamorro:
  Discovering alpha -Patterns from Gene Expression Data. 831-839
  
• Juan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz, Jorge García-Gutiérrez:
  Biclusters Evaluation Based on Shifting and Scaling Patterns. 840-849
  
• Isabel A. Nepomuceno-Chamorro, Jesús S. Aguilar-Ruiz, Norberto Díaz-Díaz, Domingo S. Rodríguez-Baena, Jorge García:
  A Deterministic Model to Infer Gene Networks from Microarray Data. 850-859
  
• Shan He, Xiaoli Li:
  Profiling of High-Throughput Mass Spectrometry Data for Ovarian Cancer Detection. 860-869
  
• Faraz Rasheed, Mohammed Al-Shalalfa, Reda Alhajj:
  Adapting Machine Learning Technique for Periodicity Detection in Nucleosomal Locations in Sequences. 870-879
  
• Michael Biehl, Rainer Breitling, Yang Li:
  Analysis of Tiling Microarray Data by Learning Vector Quantization and Relevance Learning. 880-889
  
• Ali Al-Shahib, David Gilbert, Rainer Breitling:
  Discriminating Microbial Species Using Protein Sequence Properties and Machine Learning. 890-897
  
• Patricio García Báez, Carmen Paz Suárez Araujo, Carlos Fernández Viadero, José Regidor García:
  Automatic Prognostic Determination and Evolution of Cognitive Decline Using Artificial Neural Networks. 898-907
  

Agents and Distributed Systems

• Jongwoo Lee, Youngho Park, Yongik Yoon:
  SCSTallocator: Sized and Call-Site Tracing-Based Shared Memory Allocator for False Sharing Reduction in Page-Based DSM Systems. 908-918
  
• Minjie Xu, Zhaoguang Hu, Xiaoyou Jiao, Junyong Wu:
  A Hybrid Social Model for Simulating the Effects of Policies on Residential Power Consumption. 919-929
  
• Fidel Aznar Gregori, Mireia Sempere, Mar Pujol, Ramón Rizo:
  On Intelligent Interface Agents for Human Based Computation. 930-939
  
• Hung-Ching Chen, Mark K. Goldberg, Malik Magdon-Ismail, William A. Wallace:
  Reverse Engineering an Agent-Based Hidden Markov Model for Complex Social Systems. 940-949
  
• Raymond Chiong, Sandeep Dhakal, Lubo Jankovic:
  Effects of Neighbourhood Structure on Evolution of Cooperation in N-Player Iterated Prisoner's Dilemma. 950-959
  
• Claudio Cubillos, Sandra Gaete:
  Interface Agents' Design for a DRT Transportation System Using PASSI. 960-969
  
• Kazimierz Wilkosz:
  A Multi-agent System Approach to Power System Topology Verification. 970-979
  

Financial Engineering and Modelling

• Vivian F. López Batista, Luis Alonso, María N. Moreno García, Saddys Segrera, Alfredo Belloso:
  A System for Efficient Portfolio Management. 980-989
  
• Francisco Martínez-Álvarez, Alicia Troncoso Lora, José Cristóbal Riquelme Santos, Jesús Riquelme Santos:
  Partitioning-Clustering Techniques Applied to the Electricity Price Time Series. 990-999
  
• He Ni, Hujun Yin:
  Time-Series Prediction Using Self-Organising Mixture Autoregressive Network. 1000-1009
  
• María J. Pérez-Fructuoso, Almudena García, Antonio Berlanga, José M. Molina López:
  Adjusting the Generalized Pareto Distribution with Evolution Strategies - An application to a Spanish Motor Liability Insurance Database. 1010-1019
  
• Jian Li, Kun Zhang, Laiwan Chan:
  Independent Factor Reinforcement Learning for Portfolio Management. 1020-1031
  
• Cesarino Bertini, Sergio Ortobelli Lozza, Alessandro Staino:
  Discrete Time Portfolio Selection with Lévy Processes. 1032-1041
  

Agent-Based Approach to Service Sciences

• Hiroshi Takahashi, Takao Terano:
  Analyzing the Influence of Overconfident Investors on Financial Markets Through Agent-Based Model. 1042-1052
  
• Shu-Heng Chen, Bin-Tzong Chie:
  Modularity, Product Innovation, and Consumer Satisfaction: An Agent-Based Approach. 1053-1062
  
• Biliana Alexandrova-Kabadjova, Andreas Krause, Edward P. K. Tsang:
  An Agent-Based Model of Interactions in the Payment Card Market. 1063-1072
  
• Masao Kubo, Keitaro Naruse, Hiroshi Sato, Takashi Matubara:
  The Possibility of an Epidemic Meme Analogy for Web Community Population Analysis. 1073-1080
  
• Youwei Li, Bas Donkers, Bertrand Melenberg:
  The Econometric Analysis of Agent-Based Models in Finance: An Application. 1081-1091
  
• Takashi Yamada, Yusuke Koyama, Takao Terano:
  Short Run Dynamics in an Artificial Futures Market with Human Subjects. 1092-1101
  
• Hiroshi Sato, Masao Kubo, Akira Namatame:
  Video-Based Conjoint Analysis and Agent Based Simulation for Estimating Customer's Behavior. 1102-1111
  
• Akihiro Yamashita, Hidenori Kawamura, Hiroyuki Iizuka, Azuma Ohuchi:
  Effect of the Number of Users and Bias of Users' Preference on Recommender Systems. 1112-1121
  
• Keiki Takadama, Takahiro Majima, Daisuke Watanabe, Mitsujiro Katsuhara:
  Exploring Quantitative Evaluation Criteria for Service and Potentials of New Service in Transportation: Analyzing Transport Networks of Railway, Subway, and Waterbus. 1122-1130
  

Neural-evolutionary Fusion Algorithms and Their Applications

• Pedro Antonio Gutiérrez, César Hervás, Manuel Lozano:
  Saw-Tooth Algorithm Guided by the Variance of Best Individual Distributions for Designing Evolutionary Neural Networks. 1131-1140
  
• Roberto Gil-Pita, Xin Yao:
  Using a Genetic Algorithm for Editing k-Nearest Neighbor Classifiers. 1141-1150
  
• Leopoldo Carro-Calvo, Sancho Salcedo-Sanz, Roberto Gil-Pita, Antonio Portilla-Figueras, Manuel Rosa-Zurera:
  An Evolution of Geometric Structures Algorithm for the Automatic Classification of HRR Radar Targets. 1151-1159
  
• Emilio G. Ortíz-García, Ángel M. Pérez-Bellido:
  Hybrid Cross-Entropy Method/Hopfield Neural Network for Combinatorial Optimization Problems. 1160-1169