| 2007 | A Collaborative Recommender System Based on Asymmetric User Similarity. Marta Millán, Maria F. Trujillo, Edward Ortiz |
| 2007 | A Combination-of-Tools Method for Learning Interpretable Fuzzy Rule-Based Classifiers from Support Vector Machines. Tamás Kenesei, Johannes A. Roubos, János Abonyi |
| 2007 | A Comparative Study of Local Classifiers Based on Clustering Techniques and One-Layer Neural Networks. Yuridia Gago-Pallares, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
| 2007 | 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 |
| 2007 | 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 |
| 2007 | A Discriminative Model Corresponding to Hierarchical HMMs. Takaaki Sugiura, Naoto Gotou, Akira Hayashi |
| 2007 | A Framework to Analyze Biclustering Results on Microarray Experiments. Rodrigo Santamaría, Roberto Therón, Luis Quintales |
| 2007 | A Hybrid Social Model for Simulating the Effects of Policies on Residential Power Consumption. Minjie Xu, Zhaoguang Hu, Xiaoyou Jiao, Junyong Wu |
| 2007 | A Linear Learning Method for Multilayer Perceptrons Using Least-Squares. Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Paula Fraguela |
| 2007 | A Multi-agent System Approach to Power System Topology Verification. Kazimierz Wilkosz |
| 2007 | A New Dissimilarity Measure Between Trees by Decomposition of Unit-Cost Edit Distance. Hisashi Koga, Hiroaki Saito, Toshinori Watanabe, Takanori Yokoyama |
| 2007 | A New Efficient Approach in Clustering Ensembles. Javad Azimi, Monireh Abdoos, Morteza Analoui |
| 2007 | A New Recurring Multistage Evolutionary Algorithm for Solving Problems Efficiently. Md. Monirul Islam, Mohammad Shafiul Alam, Kazuyuki Murase |
| 2007 | A New Regression Based Software Cost Estimation Model Using Power Values. Oktay Adalier, Aybars Ugur, Serdar Korukoglu, Kadir Ertas |
| 2007 | A Sparse Bayesian Position Weighted Bio-Kernel Network. David C. Trudgian, Zheng Rong Yang |
| 2007 | A Subjective and Objective Integrated Method for MAGDM Problems with Multiple Types of Exact Preference Formats. Zeshui Xu, Jian Chen |
| 2007 | A System for Efficient Portfolio Management. Vivian F. López, Luis Alonso, María N. Moreno García, Saddys Segrera, Alfredo Belloso |
| 2007 | A Tool for Web Usage Mining. José M. Domenech, Javier Lorenzo |
| 2007 | Active Learning for Regression Based on Query by Committee. Robert Burbidge, Jem J. Rowland, Ross D. King |
| 2007 | Adapting Machine Learning Technique for Periodicity Detection in Nucleosomal Locations in Sequences. Faraz Rasheed, Mohammed Al-Shalalfa, Reda Alhajj |
| 2007 | 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 |
| 2007 | Advanced Forecasting and Classification Technique for Condition Monitoring of Rotating Machinery. Ilya I. Mokhov, Alexey Minin |
| 2007 | An Agent-Based Model of Interactions in the Payment Card Market. Biliana Alexandrova-Kabadjova, Andreas Krause, Edward P. K. Tsang |
| 2007 | An Algorithm to Mine General Association Rules from Tabular Data. Siyamand Ayubi, Maybin K. Muyeba, John A. Keane |
| 2007 | An Edit Distance Approach to Shallow Semantic Labeling. Samuel W. K. Chan |
| 2007 | An Effective Content-Based Image Retrieval System by Hierachical Segmentation. Mingxin Zhang, Zhaogan Lu, Junyi Shen |
| 2007 | An Engineering Approach to Data Mining Projects. Oscar Marbán, Gonzalo Mariscal, Ernestina Menasalvas Ruiz, Javier Segovia |
| 2007 | 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 |
| 2007 | An Evolutionary Hyperheuristic to Solve Strip-Packing Problems. Pablo Garrido, María Cristina Riff |
| 2007 | Analysis of Tiling Microarray Data by Learning Vector Quantization and Relevance Learning. Michael Biehl, Rainer Breitling, Yang Li |
| 2007 | Analyzing the Influence of Overconfident Investors on Financial Markets Through Agent-Based Model. Hiroshi Takahashi, Takao Terano |
| 2007 | Asynchronous BCI Control of a Robot Simulator with Supervised Online Training. Chun Sing Louis Tsui, John Q. Gan |
| 2007 | 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 |
| 2007 | Biclusters Evaluation Based on Shifting and Scaling Patterns. Juan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz, Jorge García-Gutiérrez |
| 2007 | Capturing Heuristics and Intelligent Methods for Improving Micro-array Data Classification. Andrea Bosin, Nicoletta Dessì, Barbara Pes |
| 2007 | Classification Based on the Trace of Variables over Time. Frank Höppner, Alexander Topp |
| 2007 | Classification of Microarrays with kNN: Comparison of Dimensionality Reduction Methods. Sampath Deegalla, Henrik Boström |
| 2007 | Classifying Polyphonic Melodies by Chord Estimation Based on Hidden Markov Model. Yukiteru Yoshihara, Takao Miura, Isamu Shioya |
| 2007 | Clustering with Reinforcement Learning. Wesam Barbakh, Colin Fyfe |
| 2007 | Color Image Segmentation Applied to Medical Domain. Liana Stanescu, Dumitru Dan Burdescu, Cosmin Stoica Spahiu |
| 2007 | Constructing Accurate Fuzzy Rule-Based Classification Systems Using Apriori Principles and Rule-Weighting. Seyed Mostafa Fakhrahmad, A. Zare, Mansoor Zolghadri Jahromi |
| 2007 | Correction of Medical Handwriting OCR Based on Semantic Similarity. Bartosz Broda, Maciej Piasecki |
| 2007 | Detecting Phishing E-mails by Heterogeneous Classification. M. Dolores del Castillo, Ángel Iglesias, Jose Ignacio Serrano |
| 2007 | Different Bayesian Network Models in the Classification of Remote Sensing Images. Cristina Solares, Ana Maria Sanz |
| 2007 | Discovering Domingo S. Rodríguez-Baena, Norberto Díaz-Díaz, Jesús S. Aguilar-Ruiz, Isabel A. Nepomuceno-Chamorro |
| 2007 | Discrete Time Portfolio Selection with Lévy Processes. Cesarino Bertini, Sergio Ortobelli Lozza, Alessandro Staino |
| 2007 | Discriminating Microbial Species Using Protein Sequence Properties and Machine Learning. Ali Al-Shahib, David R. Gilbert, Rainer Breitling |
| 2007 | Effect of the Number of Users and Bias of Users' Preference on Recommender Systems. Akihiro Yamashita, Hidenori Kawamura, Hiroyuki Iizuka, Azuma Ohuchi |
| 2007 | Effects of Neighbourhood Structure on Evolution of Cooperation in N-Player Iterated Prisoner's Dilemma. Raymond Chiong, Sandeep Dhakal, Lubo Jankovic |
| 2007 | Elastic Non-contiguous Sequence Pattern Detection for Data Stream Monitoring. Xinqiang Zuo, Yuanbing Zhou, Chunhui Zhao |
| 2007 | Energy Saving by Means of Fuzzy Systems. José Ramón Villar, Enrique A. de la Cal, Javier Sedano |
| 2007 | Evolving Tree Algorithm Modifications. Vincenzo Cannella, Riccardo Rizzo, Roberto Pirrone |
| 2007 | Exploration of a Text Collection and Identification of Topics by Clustering. Antoine Naud, Shiro Usui |
| 2007 | 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 |
| 2007 | Extracting Meaningful Contexts from Mobile Life Log. Youngseol Lee, Sung-Bae Cho |
| 2007 | FPGA-Based Architecture for Computing Testors. Alejandro Rojas, René Cumplido, Jesús Ariel Carrasco-Ochoa, Claudia Feregrino-Uribe, José Francisco Martínez Trinidad |
| 2007 | Filter Methods for Feature Selection - A Comparative Study. Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, María Tombilla-Sanromán |
| 2007 | Finding Unsatisfiable Subformulas with Stochastic Method. Jianmin Zhang, Shengyu Shen, Sikun Li |
| 2007 | Fuzzy Ridge Regression with Non Symmetric Membership Functions and Quadratic Models. Sergio Donoso, Nicolás Marín, María Amparo Vila Miranda |
| 2007 | Group Decision Making with Triangular Fuzzy Linguistic Variables. Zeshui Xu |
| 2007 | HPGP: An Abstraction-Based Framework for Decision-Theoretic Planning. Letícia Maria Friske, Carlos H. C. Ribeiro |
| 2007 | Hierarchical Program Representation for Program Element Matching. Fernando Berzal Galiano, Juan Carlos Cubero Talavera, Aída Jiménez |
| 2007 | Hybrid Cross-Entropy Method/Hopfield Neural Network for Combinatorial Optimization Problems. Emilio G. Ortíz-García, Ángel M. Pérez-Bellido |
| 2007 | Independent Factor Reinforcement Learning for Portfolio Management. Jian Li, Kun Zhang, Laiwan Chan |
| 2007 | 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 |
| 2007 | 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 |
| 2007 | Interface Agents' Design for a DRT Transportation System Using PASSI. Claudio Cubillos, Sandra Gaete |
| 2007 | Intrusion Detection at Packet Level by Unsupervised Architectures. Álvaro Herrero, Emilio Corchado, Paolo Gastaldo, Davide Leoncini, Francesco Picasso, Rodolfo Zunino |
| 2007 | Joint Cutoff Probabilistic Estimation Using Simulation: A Mailing Campaign Application. Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana |
| 2007 | Knowledge Extraction from Unstructured Surface Meshes. Lars Gräning, Markus Olhofer, Bernhard Sendhoff |
| 2007 | Load Balancing in Fault Tolerant Video Server. D. N. Sujatha, K. Girish, B. Rashmi, K. R. Venugopal, Lalit M. Patnaik |
| 2007 | Load Forecasting with Support Vector Machines and Semi-parametric Method. Jaco A. Jordaan, Abhisek Ukil |
| 2007 | Making Class Bias Useful: A Strategy of Learning from Imbalanced Data. Jie Gu, Yuanbing Zhou, Xianqiang Zuo |
| 2007 | Methods to Bicluster Validation and Comparison in Microarray Data. Rodrigo Santamaría, Luis Quintales, Roberto Therón |
| 2007 | Minimal BSDT Abstract Selectional Machines and Their Selectional and Computational Performance. Petro M. Gopych |
| 2007 | Mining Disjunctive Sequential Patterns from News Stream. Kazuhiro Shimizu, Isamu Shioya, Takao Miura |
| 2007 | Mining Frequent Itemsets in Large Data Warehouses: A Novel Approach Proposed for Sparse Data Sets. Seyed Mostafa Fakhrahmad, Mansoor Zolghadri Jahromi, M. H. Sadreddini |
| 2007 | Modularity, Product Innovation, and Consumer Satisfaction: An Agent-Based Approach. Shu-Heng Chen, Bin-Tzong Chie |
| 2007 | Multiple Classifier Fusion Using Jun-Ki Min, Sung-Bae Cho |
| 2007 | Neural Network-Based Receiver for Uplink Multiuser Code Division Multiple Access Communication System. Zi-Wei Zheng |
| 2007 | On Intelligent Interface Agents for Human Based Computation. Fidel Aznar Gregori, Mireia Sempere, Mar Pujol, Ramón Rizo |
| 2007 | Optimizing Web Structures Using Web Mining Techniques. Jonathan Jeffrey, Peter Karski, Björn Lohrmann, Keivan Kianmehr, Reda Alhajj |
| 2007 | Out of Bootstrap Estimation of Generalization Error Curves in Bagging Ensembles. Daniel Hernández-Lobato, Gonzalo Martínez-Muñoz, Alberto Suárez |
| 2007 | Parallel Wavelet Transform for Spatio-temporal Outlier Detection in Large Meteorological Data. Sajib Barua, Reda Alhajj |
| 2007 | Partitioning-Clustering Techniques Applied to the Electricity Price Time Series. Francisco Martínez-Álvarez, Alicia Troncoso Lora, José Cristóbal Riquelme Santos, Jesús Manuel Riquelme-Santos |
| 2007 | Position-Aware String Kernels with Weighted Shifts and a General Framework to Apply String Kernels to Other Structured Data. Kilho Shin |
| 2007 | Preference Learning from Interval Pairwise Data. A Distance-Based Approach. Esther Dopazo, Mauricio Ruiz-Tagle, Juan Robles |
| 2007 | Profiling of High-Throughput Mass Spectrometry Data for Ovarian Cancer Detection. Shan He, Xiaoli Li |
| 2007 | Protein Data Condensation for Effective Quaternary Structure Classification. Fabrizio Angiulli, Valeria Fionda, Simona E. Rombo |
| 2007 | Psychometric Functions Within the Framework of Binary Signal Detection Theory: Coding the Face Identity. Petro M. Gopych, Anna Kolot |
| 2007 | Quality of Adaptation of Fusion ViSOM. Bruno Baruque, Emilio Corchado, Hujun Yin |
| 2007 | Reproducing Kernel Hilbert Space Methods to Reduce Pulse Compression Sidelobes. Jaco A. Jordaan, Michaël A. van Wyk, Barend J. van Wyk |
| 2007 | Reverse Engineering an Agent-Based Hidden Markov Model for Complex Social Systems. Hung-Ching Chen, Mark K. Goldberg, Malik Magdon-Ismail, William A. Wallace |
| 2007 | SCSTallocator: Sized and Call-Site Tracing-Based Shared Memory Allocator for False Sharing Reduction in Page-Based DSM Systems. Jongwoo Lee, Young-Ho Park, Yongik Yoon |
| 2007 | Saw-Tooth Algorithm Guided by the Variance of Best Individual Distributions for Designing Evolutionary Neural Networks. Pedro Antonio Gutiérrez, César Hervás, Manuel Lozano |
| 2007 | Segmentation and Annotation of Audiovisual Recordings Based on Automated Speech Recognition. Stephan Repp, Jörg Waitelonis, Harald Sack, Christoph Meinel |
| 2007 | Short Run Dynamics in an Artificial Futures Market with Human Subjects. Takashi Yamada, Yusuke Koyama, Takao Terano |
| 2007 | Skill Combination for Reinforcement Learning. Zhihui Luo, David A. Bell, Barry McCollum |
| 2007 | Sparse Kernel Modelling: A Unified Approach. Sheng Chen, Xia Hong, Chris J. Harris |
| 2007 | Square Penalty Support Vector Regression. Álvaro Barbero Jiménez, Jorge López Lázaro, José R. Dorronsoro |
| 2007 | Statistical Analysis of Sample-Size Effects in ICA. J. Michael Herrmann, Fabian J. Theis |
| 2007 | Stop Wasting Time: On Predicting the Success or Failure of Learning for Industrial Applications. Jim E. Smith, Muhammad Atif Tahir |
| 2007 | Support Function Machines. Jiuzhen Liang |
| 2007 | Support Kernel Machine-Based Active Learning to Find Labels and a Proper Kernel Simultaneously. Yasusi Sinohara, Atsuhiro Takasu |
| 2007 | The Econometric Analysis of Agent-Based Models in Finance: An Application. Youwei Li, Bas Donkers, Bertrand Melenberg |
| 2007 | The Effect of Missing Wind Speed Data on Wind Power Estimation. Fatih Onur Hocaoglu, Mehmet Kurban |
| 2007 | The Outer Impartation Information Content of Rules and Rule Sets. Dan Hu, Yuanfu Feng |
| 2007 | The Possibility of an Epidemic Meme Analogy for Web Community Population Analysis. Masao Kubo, Keitaro Naruse, Hiroshi Sato, Takashi Matsubara |
| 2007 | Time-Series Prediction Using Self-Organising Mixture Autoregressive Network. He Ni, Hujun Yin |
| 2007 | Topological Tree Clustering of Social Network Search Results. Richard T. Freeman |
| 2007 | Using a Genetic Algorithm for Editing k-Nearest Neighbor Classifiers. Roberto Gil-Pita, Xin Yao |
| 2007 | Variational GTM. Iván Olier, Alfredo Vellido |
| 2007 | Video-Based Conjoint Analysis and Agent Based Simulation for Estimating Customer's Behavior. Hiroshi Sato, Masao Kubo, Akira Namatame |
| 2007 | Visualising and Clustering Video Data. Colin Fyfe, Wei Chuang Ooi, Hanseok Ko |
| 2007 | Visualization of Topology Representing Networks. Ágnes Vathy-Fogarassy, Agnes Werner-Stark, Balázs Gaál, János Abonyi |
| 2007 | Wrapping the Naive Bayes Classifier to Relax the Effect of Dependences. José Carlos Cortizo, J. Ignacio Giráldez, Maria Cruz Gaya |