| 2008 | A Bayesian Approach to Switching Linear Gaussian State-Space Models for Unsupervised Time-Series Segmentation. Silvia Chiappa |
| 2008 | A Bayesian Learning Automaton for Solving Two-Armed Bernoulli Bandit Problems. Ole-Christoffer Granmo |
| 2008 | A Clustering Approach in Developing Prognostic Systems of Cancer Patients. Dechang Chen, Kai Xing, Donald Henson, Li Sheng, Arnold M. Schwartz, Xiuzhen Cheng |
| 2008 | A Combination of Positive and Negative Fuzzy Rules for Image Classification Problem. Thanh Minh Nguyen, Q. M. Jonathan Wu |
| 2008 | A Comparative Study of Selected Classification Accuracy in User Profiling. Ayse Cufoglu, Mahi Lohi, Kambiz Madani |
| 2008 | A Comparison of Three Different Methods for Classification of Breast Cancer Data. Daniele Soria, Jonathan M. Garibaldi, Elia Biganzoli, Ian O. Ellis |
| 2008 | A Data Driven Knowledge Acquisition Method and Its Application in Power System Dynamic Stability Assessment. Lin Guan, Tong-Wen Wang, Yao Zhang, Li-jun Zhang |
| 2008 | A Fully Automatic Crossword Generator. Leonardo Rigutini, Michelangelo Diligenti, Marco Maggini, Marco Gori |
| 2008 | A Greedy Approach for Building Classification Cascades. Sherif Abdelazeem |
| 2008 | A Multi-expert Classification Framework with Transferable Voting for Intrusion Detection. Tich Phuoc Tran, Pohsiang Tsai, Tony Jan |
| 2008 | A New Neural Network to Process Missing Data without Imputation. Mary M. Randolph-Gips |
| 2008 | A Predictive Model for Imitation Learning in Partially Observable Environments. Abdeslam Boularias |
| 2008 | A Qualia Framework for Ladar 3D Object Classification. Matthew D. Eyster, Michael J. Mendenhall, Steven K. Rogers |
| 2008 | A Study of GP's Division Operators for Symbolic Regression. Matej Sprogar |
| 2008 | A Supervised Decision Rule for Multiclass Problems Minimizing a Loss Function. Nisrine Jrad, Edith Grall-Maës, Pierre Beauseroy |
| 2008 | A User Modeling Approach to Web Based Adaptive Educational Hypermedia Systems. Ilhami Colak, Seref Sagiroglu, Hamdi Tolga Kahraman |
| 2008 | A Weighted Distance Measure for Calculating the Similarity of Sparsely Distributed Trajectories. Pekka Siirtola, Perttu Laurinen, Juha Röning |
| 2008 | Active Stereo Olfactory Sensing System for Localization of Gas/Odor Source. Atsushi Kohnotoh, Hiroshi Ishida |
| 2008 | Adaptive Control of Antilock Braking System Using Grey Multilayer Feedforward Neural Networks. Erdal Kayacan, Yesim Oniz, Okyay Kaynak, Andon V. Topalov |
| 2008 | Adaptive Localization through Transfer Learning in Indoor Wi-Fi Environment. Zhuo Sun, Yiqiang Chen, Juan Qi, Junfa Liu |
| 2008 | Adaptively Evolving Probabilities of Genetic Operators. Fatemeh Vafaee, Weimin Xiao, Peter C. Nelson, Chi Zhou |
| 2008 | An Application of Latent Dirichlet Allocation to Analyzing Software Evolution. Erik Linstead, Cristina Videira Lopes, Pierre Baldi |
| 2008 | An Improved Generalized Discriminant Analysis for Large-Scale Data Set. Weiya Shi, Yue-Fei Guo, Cheng Jin, Xiangyang Xue |
| 2008 | An Investigation of Non-Uniform Error Cost Function Design in Automatic Speech Recognition. Qiang Fu, Biing-Hwang Juang |
| 2008 | Applying Learning by Tutelage and Multimodal Interface to Sociable Robots. Cláudio Adriano Policastro, Gabriel D. Pais, Vitor R. Munhoz, Roseli A. F. Romero, Giovana Zuliani, Ednaldo Brigante Pizzolato |
| 2008 | Are Neural Fields Suitable for Vector Quantization? Lucian Alecu, Hervé Frezza-Buet |
| 2008 | Assessing Torso Deformity in Scoliosis Using Self-Organizing Neural Networks (SNN). Philip Igwe, Mahdieh Emrani, Samer Adeeb, Doug Hill |
| 2008 | Automated Analysis for Detecting Beams in Laser Wakefield Simulations. Daniela Mayumi Ushizima, Oliver Rübel, Prabhat, Gunther H. Weber, E. Wes Bethel, Cecilia R. Aragon, Cameron G. R. Geddes, Estelle Cormier-Michel, Bernd Hamann, Peter Messmer, Hans Hagen |
| 2008 | Automated Microarray Classification Based on P-SVM Gene Selection. Johannes Mohr, Sambu Seo, Klaus Obermayer |
| 2008 | Automating Microarray Classification Using General Regression Neural Networks. Caio Soares, Lacey Montgomery, Kenneth Rouse, Juan E. Gilbert |
| 2008 | Autonomous Detector Using Saliency Map Model and Modified Mean-Shift Tracking for a Blind Spot Monitor in a Car. Sungmoon Jeong, Sang-Woo Ban, Minho Lee |
| 2008 | Basis Function Construction in Reinforcement Learning Using Cascade-Correlation Learning Architecture. Sertan Girgin, Philippe Preux |
| 2008 | Biological Plausibility in Artificial Neural Networks: An Improvement on Earlier Models. Alberione Braz da Silva, João Luís Garcia Rosa |
| 2008 | Boltzmann Machine Topology Learning for Distributed Sensor Networks Using Loopy Belief Propagation Inference. Cristina Picus, Luigi Cambrini, Wolfgang Herzner |
| 2008 | Boundary Constrained Manifold Unfolding. Bo Liu, Hongbin Zhang, Wenan Chen |
| 2008 | Calibrating Random Forests. Henrik Boström |
| 2008 | Cancer Profiles by Affinity Propagation. Federico Ambrogi, Elena Raimondi, Daniele Soria, Patrizia Boracchi, Elia Biganzoli |
| 2008 | Chi-Sim: A New Similarity Measure for the Co-clustering Task. Gilles Bisson, Syed Fawad Hussain |
| 2008 | Classification, Dimensionality Reduction, and Maximally Discriminatory Visualization of a Multicentre 1H-MRS Database of Brain Tumors. Paulo J. G. Lisboa, Enrique Romero, Alfredo Vellido, Margarida Julià-Sapé, Carles Arús |
| 2008 | Classifier-Based Policy Representation. Ioannis Rexakis, Michail G. Lagoudakis |
| 2008 | Clustering for DNA Microarray Data Analysis with a Graph Cut Based Algorithm. Jia Song, Chunmei Liu, Yinglei Song, Junfeng Qu |
| 2008 | CoReJava: Learning Functions Expressed as Object-Oriented Programs. Alexander Brodsky, Juan Luo, Hadon Nash |
| 2008 | Combining Dissimilarities in a Hyper Reproducing Kernel Hilbert Space for Complex Human Cancer Prediction. Ángela Blanco, Manuel Martín-Merino, Javier De Las Rivas |
| 2008 | Combining the Wavelet Transform and Forecasting Models to Predict Gas Forward Prices. Hang T. Nguyen, Ian T. Nabney |
| 2008 | Comparative Analysis of the Impact of Discretization on the Classification with Naïve Bayes and Semi-Naïve Bayes Classifiers. Marcin J. Mizianty, Lukasz A. Kurgan, Marek R. Ogiela |
| 2008 | Comparison of Evaluation Metrics in Classification Applications with Imbalanced Datasets. Mehrdad Fatourechi, Rabab K. Ward, Steven G. Mason, Jane E. Huggins, Alois Schlögl, Gary E. Birch |
| 2008 | Comparison of Four Performance Metrics for Evaluating Sampling Techniques for Low Quality Class-Imbalanced Data. Andres Folleco, Taghi M. Khoshgoftaar, Amri Napolitano |
| 2008 | Comparison of the Effects of Morphological and Ontological Information on Text Categorization. Cesar Koirala, Khaled Rasheed |
| 2008 | Comparison with Parametric Optimization in Credit Card Fraud Detection. Manoel Fernando Alonso Gadi, Xidi Wang, Alair Pereira do Lago |
| 2008 | Comprehensible Models for Predicting Molecular Interaction with Heart-Regulating Genes. Cecilia Sönströd, Ulf Johansson, Ulf Norinder, Henrik Boström |
| 2008 | Crayfish Robot Employing Flow Induced by Waving to Locate a Chemical Source. Mari Ohashi, Yuichi Minagawa, Yuki Myoren, Hiroshi Ishida |
| 2008 | Data Integration for Recommendation Systems. Zhonghang Xia, Houduo Qi, Manghui Tu, Wenke Zhang |
| 2008 | Decision Fusion of Machine Learning Models to Predict Radiotherapy-Induced Lung Pneumonitis. Shiva K. Das, Shifeng Chen, Joseph O. Deasy, Sumin Zhou, Fang-Fang Yin, Lawrence B. Marks |
| 2008 | Decision Tree Ensemble: Small Heterogeneous Is Better Than Large Homogeneous. Michael Gashler, Christophe G. Giraud-Carrier, Tony R. Martinez |
| 2008 | Detecting Disease Associated Genes and Gene-Gene Interactions with Penalized AUC Maximization. Zhenqiu Liu |
| 2008 | Detection of Sequential Outliers Using a Variable Length Markov Model. Cécile Low-Kam, Anne Laurent, Maguelonne Teisseire |
| 2008 | Detection of Unnatural Movement Using Epitomic Analysis. Wooyoung Kim, James M. Rehg |
| 2008 | Development of CPT_M3D for Multiple Chemical Plume Tracing and Source Identification. Joseph E. Sutton, Wei Li |
| 2008 | Dimension Reduction via Unsupervised Learning Yields Significant Computational Improvements for Support Vector Machine Based Protein Family Classification. Bobbie-Jo M. Webb-Robertson, Melissa M. Matzke, Christopher S. Oehmen |
| 2008 | Distance Metric Learning and Support Vector Machines for Classification of Mass Spectrometry Proteomics Data. Qingzhong Liu, Mengyu Qiao, Andrew H. Sung |
| 2008 | Distributed Optimization Strategies for Mining on Peer-to-Peer Networks. Haimonti Dutta, Ananda Matthur |
| 2008 | Distributed Planning in Stochastic Games with Communication. Andriy Burkov, Brahim Chaib-draa |
| 2008 | Does Wikipedia Information Help Netflix Predictions? John D. Lees-Miller, Fraser Anderson, Bret Hoehn, Russell Greiner |
| 2008 | Dynamic Knowledge Management Procedure Using Fuzzy Clustering. Chingwei Chang, Kwoting Fang, Chiungyu Huang |
| 2008 | Dynamic Modeling with Ensemble Kalman Filter Trained Recurrent Neural Networks. Derrick Takeshi Mirikitani, Nikolay I. Nikolaev |
| 2008 | Efficient Hiding of Collaborative Recommendation Association Rules with Updates. Shyue-Liang Wang, Ting-Zheng Lai, Tzung-Pei Hong, Yu-Lung Wu |
| 2008 | Empirical Comparison of Greedy Strategies for Learning Markov Networks of Treewidth k. K. Nunez, Jianhua Chen, Peter P. Chen, Guoli Ding, Robert F. Lax, Brian D. Marx |
| 2008 | Ensemble Machine Methods for DNA Binding. Yue Fan, Mark A. Kon, Charles DeLisi |
| 2008 | Entropy-Based Defuzzification Method with Expert's Epistemic Uncertainty for Deteriorating Repairable Systems. Chi-Chang Chang |
| 2008 | Estimating Missing Data and Determining the Confidence of the Estimate Data. Jaisheel Mistry, Fulufhelo V. Nelwamondo, Tshilidzi Marwala |
| 2008 | Estimation of Exercise Energy Expenditure Using a Wrist-Worn Accelerometer: A Linear Mixed Model Approach with Fixed-Effect Variable Selection. Eija Haapalainen, Perttu Laurinen, Juha Röning, Hannu Kinnunen |
| 2008 | Estimation of Gaussian Mixtures from Moments. John Byrnes |
| 2008 | External Validation of a Bayesian Neural Network Model in Survival Analysis. Azzam F. Taktak, Antonio Eleuteri, M. S. Hane Aung, Paulo J. G. Lisboa, Laurence Desjardins, Bertil E. Damato |
| 2008 | Extraction of Failure Graphs from Structured and Unstructured Data. Martin Schierle, Daniel Trabold |
| 2008 | Extraction of Meaningful Rules in a Medical Database. Sang C. Suh, Sam I. Saffer, Naveen Kumar Adla |
| 2008 | Farthest Centroids Divisive Clustering. Haw-ren Fang, Yousef Saad |
| 2008 | Force Feature Spaces for Visualization and Classification. Dragana Veljkovic, Kay A. Robbins |
| 2008 | Gene Network Learning Using Regulated Dynamic Bayesian Network Methods. Xiaotong Lin, Xue-wen Chen |
| 2008 | Graph-Based Multilevel Dimensionality Reduction with Applications to Eigenfaces and Latent Semantic Indexing. Sophia Sakellaridi, Haw-ren Fang, Yousef Saad |
| 2008 | Group Testing in the Development of an Expanded Cancer Staging System. Dechang Chen, Kai Xing, Donald Henson, Li Sheng |
| 2008 | Handling Large Volumes of Mined Knowledge with a Self-Reconfigurable Topology on Distributed Systems. Nhien-An Le-Khac, Lamine M. Aouad, M. Tahar Kechadi |
| 2008 | Hermite/Laguerre Neural Networks for Classification of Artificial Fingerprints from Optical Coherence Tomography. Leif E. Peterson, Kirill V. Larin |
| 2008 | Highly Scalable SVM Modeling with Random Granulation for Spam Sender Detection. Yuchun Tang, Yuanchen He, Sven Krasser |
| 2008 | Identification of Patterns via Region-Growing Parallel SOM Neural Network. Iren Valova, Daniel MacLean, Derek Beaton |
| 2008 | Image Segmentation as Learning on Hypergraphs. Lei Ding, Alper Yilmaz |
| 2008 | Improving Accuracy in the Montgomery County Corrections Program Using Case-Based Reasoning. Caio Soares, Christin Hamilton, Lacey Montgomery, Juan E. Gilbert |
| 2008 | Improving Kernel Density Classifier Using Corrective Bandwidth Learning with Smooth Error Loss Function. Dwi Sianto Mansjur, Biing-Hwang Juang |
| 2008 | Incremental Hybrid Approach for Microarray Classification. M. Arif Wani |
| 2008 | Incremental Learning for Multitask Pattern Recognition Problems. Seiichi Ozawa, Asim Roy |
| 2008 | Inferring Sparse Kernel Combinations and Relevance Vectors: An Application to Subcellular Localization of Proteins. Theodoros Damoulas, Yiming Ying, Mark A. Girolami, Colin Campbell |
| 2008 | Integration of Chemical and Visual Sensors for Identifying an Odor Source in Near Shore Ocean Conditions. Wei Li, Joseph E. Sutton, Y. Li |
| 2008 | Knowledge-Supervised Learning by Co-clustering Based Approach. Congle Zhang, Dikan Xing |
| 2008 | Learning Analysis by Reduction from Positive Data Using Reverible Languages. Petr Hoffmann |
| 2008 | Learning-Based Fusion for Data Deduplication. Jared Dinerstein, Sabra Dinerstein, Parris K. Egbert, Stephen W. Clyde |
| 2008 | Machine Learning Techniques Applied to Dynamic Video Adapting. Robson Eisinger, Roseli A. F. Romero, Rudinei Goularte |
| 2008 | Making the Lipschitz Classifier Practical via Semi-infinite Programming. André Stuhlsatz, Hans-Günter Meier, Andreas Wendemuth |
| 2008 | Mapping Uncharted Waters: Exploratory Analysis, Visualization, and Clustering of Oceanographic Data. Joshua M. Lewis, Pincelli M. Hull, Kilian Q. Weinberger, Lawrence K. Saul |
| 2008 | Microarray Classification from Several Two-Gene Expression Comparisons. Donald Geman, Bahman Afsari, Aik Choon Tan, Daniel Q. Naiman |
| 2008 | Mining of Frequent Externally Extensible Outerplanar Graph Patterns. Hitoshi Yamasaki, Takayoshi Shoudai |
| 2008 | Missing Data Imputation in Longitudinal Cohort Studies: Application of PLANN-ARD in Breast Cancer Survival. Ana S. Fernandes, Ian H. Jarman, Terence A. Etchells, José Manuel Fonseca, Elia Biganzoli, Chris Bajdik, Paulo J. G. Lisboa |
| 2008 | Model Based Unsupervised Learning Guided by Abundant Background Samples. Rami N. Mahdi, Eric C. Rouchka |
| 2008 | Multi-stage Learning of Linear Algebra Algorithms. Victor Eijkhout, Erika Fuentes |
| 2008 | Multimodal Music Mood Classification Using Audio and Lyrics. Cyril Laurier, Jens Grivolla, Perfecto Herrera |
| 2008 | Network-Constrained Support Vector Machine for Classification. Li Chen, Jianhua Xuan, Yue Joseph Wang, Rebecca B. Riggins, Robert Clarke |
| 2008 | New Insights into Learning Algorithms and Datasets. Jun Won Lee, Christophe G. Giraud-Carrier |
| 2008 | Nonlinear Discrete-Time Adaptive Controller Based on Fuzzy Rules Emulated Network and Its Estimated Gradient. Chidentree Treesatayapun, Vicente Parra-Vega, Francisco José Ruiz Sanchez |
| 2008 | Nonlinear Kernel-Based Approaches for Predicting Normal Tissue Toxicities. Issam El-Naqa, Jeffrey D. Bradley, Joseph Deasy |
| 2008 | On the Use of Accuracy and Diversity Measures for Evaluating and Selecting Ensembles of Classifiers. Tuve Löfström, Ulf Johansson, Henrik Boström |
| 2008 | On the Use of Decision Trees as Behavioral Approaches in Intrusion Detection. Karim Tabia, Salem Benferhat |
| 2008 | Online Writer-Independent Character Recognition Using a Novel Relational Context Representation. Sara Izadi, Ching Y. Suen |
| 2008 | Optimization on a Novel Quantum Greedy Approach Based on Learning Strategy for Zero and One Knapsack Problem and Evaluation. Mir Shahriar Emami |
| 2008 | Predicting Algorithm Accuracy with a Small Set of Effective Meta-Features. Jun Won Lee, Christophe G. Giraud-Carrier |
| 2008 | Prediction of Inter-residue Contact Clusters from Hydrophobic Cores. Peng Chen, Chunmei Liu, Legand L. Burge III, Mahmood Mohammad, William M. Southerland, Clay Gloster |
| 2008 | Prediction-Directed Compression of POMDPs. Abdeslam Boularias, Masoumeh T. Izadi, Brahim Chaib-draa |
| 2008 | Prioritizing Health Promotion Plans with k-Bayesian Network Classifier. Ken Ueno, Toshio Hayashi, Koichiro Iwata, Nobuyoshi Honda, Youichi Kitahara, Topon Kumar Paul |
| 2008 | Probabilistic Exploitation of the Lucas and Kanade Smoothness Constraint. Volker Willert, Julian Eggert, Marc Toussaint, Edgar Körner |
| 2008 | Probabilistic Mixed Topological Map for Categorical and Continuous Data. Nicoleta Rogovschi, Mustapha Lebbah, Younès Bennani |
| 2008 | Protein-Protein Interaction Prediction Using Single Class SVM. Hairong Lei, Joe Michael Kniss |
| 2008 | RNA Search Acceleration with Genetic Algorithm Generated Decision Trees. Scott F. Smith |
| 2008 | Regularized Minimum Volume Ellipsoid Metric for Query-Based Learning. Karim T. Abou-Moustafa, Frank P. Ferrie |
| 2008 | Relational Analysis for Consensus Clustering from Multiple Partitions. Mustapha Lebbah, Younès Bennani, Hamid Benhadda |
| 2008 | Research of PU Text Semi-supervised Classification Based on Ontology Feature Extraction. Na Luo, Fuyu Yuan, Wanli Zuo, Fengling He |
| 2008 | Research on Data Mining Algorithms for Automotive Customers' Behavior Prediction Problem. Lan Huang, Chunguang Zhou, Yu-qin Zhou, Zhe Wang |
| 2008 | Scalable Patch Management Using Evolutionary Analysis of Attack Graphs. Melissa Danforth |
| 2008 | Segmentation of Lesions with Improved Specificity in Computer-Aided Diagnosis Using a Massive-Training Artificial Neural Network (MTANN). Kenji Suzuki |
| 2008 | Selecting Examples in Manifold Reduced Feature Space for Active Learning. Catarina Silva, Bernardete Ribeiro |
| 2008 | Semi-supervised IFA with Prior Knowledge on the Mixing Process: An Application to a Railway Device Diagnosis. Etienne Côme, Zohra Leila Cherfi, Latifa Oukhellou, Patrice Aknin |
| 2008 | Seventh International Conference on Machine Learning and Applications, ICMLA 2008, San Diego, California, USA, 11-13 December 2008 M. Arif Wani, Xue-wen Chen, David P. Casasent, Lukasz A. Kurgan, Tony Hu, Khalid Hafeez |
| 2008 | Simulation Experiments with Bio-inspired Algorithms for Odor Source Localization in Laminar Wind Flow. Thomas Lochmatter, Alcherio Martinoli |
| 2008 | Simultaneously Removing Noise and Selecting Relevant Features for High Dimensional Noisy Data. Boseon Byeon, Khaled Rasheed |
| 2008 | Speaker Siglet Detection for Business Microscope. Jun Nishimura, Nobuo Sato, Tadahiro Kuroda |
| 2008 | Speech Emotion Recognition Using Canonical Correlation Analysis and Probabilistic Neural Network. Ling Cen, Wee Ser, Zhu Liang Yu |
| 2008 | Statistical Face Recognition via a k-Means Iterative Algorithm. Claudio Cifarelli, Gaetano Manfredi, Luciano Nieddu |
| 2008 | Support Vector Machines versus Decision Templates in Biomedical Decision Fusion. Ioannis N. Dimou, Michalis E. Zervakis |
| 2008 | Target Selection: A New Learning Paradigm and Its Application to Genetic Association Studies. Johannes Mohr, Sambu Seo, Imke Puls, Andreas Heinz, Klaus Obermayer |
| 2008 | Temporal Exemplar-Based Bayesian Networks for Facial Expression Recognition. Lifeng Shang, Kwok-Ping Chan |
| 2008 | Text Classification Using Tree Kernels and Linguistic Information. Teresa Gonçalves, Paulo Quaresma |
| 2008 | Text, Image and Vector Graphics Based Appraisal of Contemporary Documents. Sang-Chul Lee, William McFadden, Peter Bajcsy |
| 2008 | Toward Chemical-Trail Following Robots. Pedro Angelo Morais de Sousa, Lino Marques, Aníbal T. de Almeida |
| 2008 | Towards On-line Treatment Verification Using cine EPID for Hypofractionated Lung Radiotherapy. Xiaoli Tang, Tong Lin, Steve B. Jiang |
| 2008 | Tumor Targeting for Lung Cancer Radiotherapy Using Machine Learning Techniques. Tong Lin, Laura I. Cervino, Xiaoli Tang, Nuno Vasconcelos, Steve B. Jiang |
| 2008 | Using Neural Networks to Predict Breathing Motion. Martin J. Murphy |
| 2008 | Video Shot Segmentation Using Late Fusion Technique. C. Krishna Mohan, N. Dhananjaya, B. Yegnanarayana |
| 2008 | Video Steganalysis Based on the Expanded Markov and Joint Distribution on the Transform Domains Detecting MSU StegoVideo. Qingzhong Liu, Andrew H. Sung, Mengyu Qiao |