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ORCID8th IDEAL 2007: Birmingham, UK
- Hujun Yin, Peter Tiño, Emilio Corchado, William Byrne, Xin Yao:
Intelligent Data Engineering and Automated Learning - IDEAL 2007, 8th International Conference, Birmingham, UK, December 16-19, 2007, Proceedings. Lecture Notes in Computer Science 4881, Springer 2007, ISBN 978-3-540-77225-5
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 I. 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, Abhisek 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 - Tamás 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 - Seyed 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 - Seyed Mostafa Fakhrahmad, A. Zare, Mansoor Zolghadri Jahromi:
Constructing Accurate Fuzzy Rule-Based Classification Systems Using Apriori Principles and Rule-Weighting. 547-556 - Ágnes 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-Gutiérrez:
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 R. 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, Young-Ho 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, 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 Manuel 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 Matsubara:
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
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