8. IDEAL 2007:
Birmingham,
UK
Hujun Yin, Peter Tiño, Emilio Corchado, William Byrne, Xin Yao (Eds.):
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 BibTeX
Learning and Information Processing
- Jiuzhen Liang:
Support Function Machines.
1-9
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- Cristina Solares, Ana Maria Sanz:
Different Bayesian Network Models in the Classification of Remote Sensing Images.
10-16
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- Zeshui Xu:
Group Decision Making with Triangular Fuzzy Linguistic Variables.
17-26
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- Sheng Chen, Xia Hong, Chris J. Harris:
Sparse Kernel Modelling: A Unified Approach.
27-36
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- Ilya Mokhov, Alexey Minin:
Advanced Forecasting and Classification Technique for Condition Monitoring of Rotating Machinery.
37-46
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- Daniel Hernández-Lobato, Gonzalo Martínez-Muñoz, Alberto Suárez:
Out of Bootstrap Estimation of Generalization Error Curves in Bagging Ensembles.
47-56
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- Samuel W. K. Chan:
An Edit Distance Approach to Shallow Semantic Labeling.
57-66
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- 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
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- Iván Olier, Alfredo Vellido:
Variational GTM.
77-86
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- Zhihui Luo, David A. Bell, Barry McCollum:
Skill Combination for Reinforcement Learning.
87-96
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- Md. Monirul Islam, Mohammad Shafiul Alam, Kazuyuki Murase:
A New Recurring Multistage Evolutionary Algorithm for Solving Problems Efficiently.
97-106
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- Fatih Onur Hocaoglu, Mehmet Kurban:
The Effect of Missing Wind Speed Data on Wind Power Estimation.
107-114
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- Antoine Naud, Shiro Usui:
Exploration of a Text Collection and Identification of Topics by Clustering.
115-124
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- Chun Sing Louis Tsui, John Q. Gan:
Asynchronous BCI Control of a Robot Simulator with Supervised Online Training.
125-134
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- Sergio Donoso, Nicolás Marín, María Amparo Vila Miranda:
Fuzzy Ridge Regression with Non Symmetric Membership Functions and Quadratic Models.
135-144
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- Zeshui Xu, Jian Chen:
A Subjective and Objective Integrated Method for MAGDM Problems with Multiple Types of Exact Preference Formats.
145-154
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- José Ramón Villar, Enrique A. de la Cal, Javier Sedano:
Energy Saving by Means of Fuzzy Systems.
155-167
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- 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
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- Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, María Tombilla-Sanromán:
Filter Methods for Feature Selection - A Comparative Study.
178-187
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- Alejandro Rojas, René Cumplido, Jesús Ariel Carrasco-Ochoa, Claudia Feregrino Uribe, José Francisco Martínez Trinidad:
FPGA-Based Architecture for Computing Testors.
188-197
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- Petro M. Gopych:
Minimal BSDT Abstract Selectional Machines and Their Selectional and Computational Performance.
198-208
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- Robert Burbidge, Jem J. Rowland, Ross D. King:
Active Learning for Regression Based on Query by Committee.
209-218
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- 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
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- José Carlos Cortizo, J. Ignacio Giráldez, Maria Cruz Gaya:
Wrapping the Naive Bayes Classifier to Relax the Effect of Dependences.
229-239
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- Esther Dopazo, Mauricio Ruiz-Tagle, Juan Robles:
Preference Learning from Interval Pairwise Data. A Distance-Based Approach.
240-247
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- Petro M. Gopych, Anna Kolot:
Psychometric Functions Within the Framework of Binary Signal Detection Theory: Coding the Face Identity.
248-257
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- Jaco A. Jordaan, A. Ukil:
Load Forecasting with Support Vector Machines and Semi-parametric Method.
258-267
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- Jaco A. Jordaan, Michaël A. van Wyk, Barend J. van Wyk:
Reproducing Kernel Hilbert Space Methods to Reduce Pulse Compression Sidelobes.
268-276
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- Yasusi Sinohara, Atsuhiro Takasu:
Support Kernel Machine-Based Active Learning to Find Labels and a Proper Kernel Simultaneously.
277-286
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- Jie Gu, Yuanbing Zhou, Xianqiang Zuo:
Making Class Bias Useful: A Strategy of Learning from Imbalanced Data.
287-295
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- M. Dolores del Castillo, Ángel Iglesias, Jose Ignacio Serrano:
Detecting Phishing E-mails by Heterogeneous Classification.
296-305
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- D. N. Sujatha, K. Girish, B. Rashmi, K. R. Venugopal, Lalit M. Patnaik:
Load Balancing in Fault Tolerant Video Server.
306-315
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- Kilho Shin:
Position-Aware String Kernels with Weighted Shifts and a General Framework to Apply String Kernels to Other Structured Data.
316-325
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- Oktay Adalier, Aybars Ugur, Serdar Korukoglu, Kadir Ertas:
A New Regression Based Software Cost Estimation Model Using Power Values.
326-334
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- Colin Fyfe, Wei Chuang Ooi, Hanseok Ko:
Visualising and Clustering Video Data.
335-344
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- Zi-Wei Zheng:
Neural Network-Based Receiver for Uplink Multiuser Code Division Multiple Access Communication System.
345-355
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- Vincenzo Cannella, Riccardo Rizzo, Roberto Pirrone:
Evolving Tree Algorithm Modifications.
356-364
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- Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Paula Fraguela:
A Linear Learning Method for Multilayer Perceptrons Using Least-Squares.
365-374
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- Takaaki Sugiura, Naoto Gotou, Akira Hayashi:
A Discriminative Model Corresponding to Hierarchical HMMs.
375-384
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- Jianmin Zhang, ShengYu Shen, Sikun Li:
Finding Unsatisfiable Subformulas with Stochastic Method.
385-394
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- Javad Azimi, Monireh Abdoos, Morteza Analoui:
A New Efficient Approach in Clustering Ensembles.
395-405
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- Pablo Garrido, María-Cristina Riff:
An Evolutionary Hyperheuristic to Solve Strip-Packing Problems.
406-415
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- J. Michael Herrmann, Fabian J. Theis:
Statistical Analysis of Sample-Size Effects in ICA.
416-425
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- Letícia Maria Friske, Carlos H. C. Ribeiro:
HPGP: An Abstraction-Based Framework for Decision-Theoretic Planning.
426-436
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- Bartosz Broda, Maciej Piasecki:
Correction of Medical Handwriting OCR Based on Semantic Similarity.
437-446
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- Jun-Ki Min, Sung-Bae Cho:
Multiple Classifier Fusion Using k -Nearest Localized Templates.
447-456
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Data Mining and Information Management
- Liana Stanescu, Dumitru Dan Burdescu, Cosmin Stoica Spahiu:
Color Image Segmentation Applied to Medical Domain.
457-466
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- Fernando Berzal Galiano, Juan Carlos Cubero Talavera, Aída Jiménez:
Hierarchical Program Representation for Program Element Matching.
467-476
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- 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
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- Mingxin Zhang, Zhaogan Lu, Junyi Shen:
An Effective Content-Based Image Retrieval System by Hierachical Segmentation.
487-496
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- Lars Gräning, Markus Olhofer, Bernhard Sendhoff:
Knowledge Extraction from Unstructured Surface Meshes.
497-506
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- Wesam Barbakh, Colin Fyfe:
Clustering with Reinforcement Learning.
507-516
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- 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
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- David C. Trudgian, Zheng Rong Yang:
A Sparse Bayesian Position Weighted Bio-Kernel Network.
527-536
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- Álvaro Barbero Jiménez, Jorge López Lázaro, José R. Dorronsoro:
Square Penalty Support Vector Regression.
537-546
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- Seyyed Mostafa Fakhrahmad, A. Zare, Mansoor Zolghadri Jahromi:
Constructing Accurate Fuzzy Rule-Based Classification Systems Using Apriori Principles and Rule-Weighting.
547-556
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- Agnes Vathy-Fogarassy, Agnes Werner-Stark, Balázs Gaál, János Abonyi:
Visualization of Topology Representing Networks.
557-566
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- Dan Hu, Yuanfu Feng:
The Outer Impartation Information Content of Rules and Rule Sets.
567-577
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- Oscar Marbán, Gonzalo Mariscal, Ernestina Menasalvas Ruiz, Javier Segovia:
An Engineering Approach to Data Mining Projects.
578-588
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- Yukiteru Yoshihara, Takao Miura, Isamu Shioya:
Classifying Polyphonic Melodies by Chord Estimation Based on Hidden Markov Model.
589-598
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- Xinqiang Zuo, Yuanbing Zhou, Chunhui Zhao:
Elastic Non-contiguous Sequence Pattern Detection for Data Stream Monitoring.
599-608
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- Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Joint Cutoff Probabilistic Estimation Using Simulation: A Mailing Campaign Application.
609-619
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- Stephan Repp, Jörg Waitelonis, Harald Sack, Christoph Meinel:
Segmentation and Annotation of Audiovisual Recordings Based on Automated Speech Recognition.
620-629
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- Kazuhiro Shimizu, Isamu Shioya, Takao Miura:
Mining Disjunctive Sequential Patterns from News Stream.
630-642
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- Hisashi Koga, Hiroaki Saito, Toshinori Watanabe, Takanori Yokoyama:
A New Dissimilarity Measure Between Trees by Decomposition of Unit-Cost Edit Distance.
643-652
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- Jonathan Jeffrey, Peter Karski, Björn Lohrmann, Keivan Kianmehr, Reda Alhajj:
Optimizing Web Structures Using Web Mining Techniques.
653-662
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- Marta Millán, Maria F. Trujillo, Edward Ortiz:
A Collaborative Recommender System Based on Asymmetric User Similarity.
663-672
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- Jim E. Smith, Muhammad Atif Tahir:
Stop Wasting Time: On Predicting the Success or Failure of Learning for Industrial Applications.
673-683
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- Sajib Barua, Reda Alhajj:
Parallel Wavelet Transform for Spatio-temporal Outlier Detection in Large Meteorological Data.
684-694
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- José M. Domenech, Javier Lorenzo:
A Tool for Web Usage Mining.
695-704
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- Siyamand Ayubi, Maybin K. Muyeba, John A. Keane:
An Algorithm to Mine General Association Rules from Tabular Data.
705-717
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- Álvaro Herrero, Emilio Corchado, Paolo Gastaldo, Davide Leoncini, Francesco Picasso, Rodolfo Zunino:
Intrusion Detection at Packet Level by Unsupervised Architectures.
718-727
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- Bruno Baruque, Emilio Corchado, Hujun Yin:
Quality of Adaptation of Fusion ViSOM.
728-738
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- Frank Höppner, Alexander Topp:
Classification Based on the Trace of Variables over Time.
739-749
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- Youngseol Lee, Sung-Bae Cho:
Extracting Meaningful Contexts from Mobile Life Log.
750-759
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- Richard T. Freeman:
Topological Tree Clustering of Social Network Search Results.
760-769
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Bioinformatics and Neuroinformatics
- Rodrigo Santamaría, Roberto Therón, Luis Quintales:
A Framework to Analyze Biclustering Results on Microarray Experiments.
770-779
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- Rodrigo Santamaría, Luis Quintales, Roberto Therón:
Methods to Bicluster Validation and Comparison in Microarray Data.
780-789
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- Andrea Bosin, Nicoletta Dessì, Barbara Pes:
Capturing Heuristics and Intelligent Methods for Improving Micro-array Data Classification.
790-799
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- Sampath Deegalla, Henrik Boström:
Classification of Microarrays with kNN: Comparison of Dimensionality Reduction Methods.
800-809
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- Fabrizio Angiulli, Valeria Fionda, Simona E. Rombo:
Protein Data Condensation for Effective Quaternary Structure Classification.
810-820
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- Clara Pizzuti, Simona E. Rombo:
PINCoC : A Co-clustering Based Approach to Analyze Protein-Protein Interaction Networks.
821-830
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- Domingo S. Rodríguez-Baena, Norberto Díaz-Díaz, Jesús S. Aguilar-Ruiz, Isabel A. Nepomuceno-Chamorro:
Discovering alpha -Patterns from Gene Expression Data.
831-839
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- Juan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz, Jorge García-Gutiérrez:
Biclusters Evaluation Based on Shifting and Scaling Patterns.
840-849
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- 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
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- Shan He, Xiaoli Li:
Profiling of High-Throughput Mass Spectrometry Data for Ovarian Cancer Detection.
860-869
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- Faraz Rasheed, Mohammed Al-Shalalfa, Reda Alhajj:
Adapting Machine Learning Technique for Periodicity Detection in Nucleosomal Locations in Sequences.
870-879
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- Michael Biehl, Rainer Breitling, Yang Li:
Analysis of Tiling Microarray Data by Learning Vector Quantization and Relevance Learning.
880-889
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- Ali Al-Shahib, David Gilbert, Rainer Breitling:
Discriminating Microbial Species Using Protein Sequence Properties and Machine Learning.
890-897
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- 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
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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
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- Minjie Xu, Zhaoguang Hu, Xiaoyou Jiao, Junyong Wu:
A Hybrid Social Model for Simulating the Effects of Policies on Residential Power Consumption.
919-929
Electronic Edition (link) BibTeX
- Fidel Aznar Gregori, Mireia Sempere, Mar Pujol, Ramón Rizo:
On Intelligent Interface Agents for Human Based Computation.
930-939
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- 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
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- Raymond Chiong, Sandeep Dhakal, Lubo Jankovic:
Effects of Neighbourhood Structure on Evolution of Cooperation in N-Player Iterated Prisoner's Dilemma.
950-959
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- Claudio Cubillos, Sandra Gaete:
Interface Agents' Design for a DRT Transportation System Using PASSI.
960-969
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- Kazimierz Wilkosz:
A Multi-agent System Approach to Power System Topology Verification.
970-979
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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
Electronic Edition (link) BibTeX
- 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
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- He Ni, Hujun Yin:
Time-Series Prediction Using Self-Organising Mixture Autoregressive Network.
1000-1009
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- 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
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- Jian Li, Kun Zhang, Laiwan Chan:
Independent Factor Reinforcement Learning for Portfolio Management.
1020-1031
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- Cesarino Bertini, Sergio Ortobelli Lozza, Alessandro Staino:
Discrete Time Portfolio Selection with Lévy Processes.
1032-1041
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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
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- Shu-Heng Chen, Bin-Tzong Chie:
Modularity, Product Innovation, and Consumer Satisfaction: An Agent-Based Approach.
1053-1062
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- Biliana Alexandrova-Kabadjova, Andreas Krause, Edward Tsang:
An Agent-Based Model of Interactions in the Payment Card Market.
1063-1072
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- Masao Kubo, Keitaro Naruse, Hiroshi Sato, Takashi Matubara:
The Possibility of an Epidemic Meme Analogy for Web Community Population Analysis.
1073-1080
Electronic Edition (link) BibTeX
- Youwei Li, Bas Donkers, Bertrand Melenberg:
The Econometric Analysis of Agent-Based Models in Finance: An Application.
1081-1091
Electronic Edition (link) BibTeX
- Takashi Yamada, Yusuke Koyama, Takao Terano:
Short Run Dynamics in an Artificial Futures Market with Human Subjects.
1092-1101
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- Hiroshi Sato, Masao Kubo, Akira Namatame:
Video-Based Conjoint Analysis and Agent Based Simulation for Estimating Customer's Behavior.
1102-1111
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- Akihiro Yamashita, Hidenori Kawamura, Hiroyuki Iizuka, Azuma Ohuchi:
Effect of the Number of Users and Bias of Users' Preference on Recommender Systems.
1112-1121
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- 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
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Neural-evolutionary Fusion Algorithms and Their Applications
Copyright © Sat May 16 23:22:10 2009
by Michael Ley (ley@uni-trier.de)
