| 2009 | A Dynamic CT Image Reconstruction Method by Inducing Prior Information from PCA Analysis. Xun Jia, Yifei Lou, Ruijiang Li, Xuejun Gu, John Levis, Steve B. Jiang |
| 2009 | A Genetic Algorithm that Incorporates an Adaptive Mutation Based on an Evolutionary Model. Fatemeh Vafaee, Peter C. Nelson |
| 2009 | A Hybrid Approach to Process Mining: Finding Immediate Successors of a Process by Using From-To Chart. Eren Esgin, Pinar Senkul |
| 2009 | A Hybrid Method of Genetic Algorithms and Ant Colony Optimization to Solve the Traveling Salesman Problem. Ryouei Takahashi |
| 2009 | A Multiobjective Genetic Fuzzy System for Obtaining Compact and Accurate Fuzzy Classifiers with Transparent Fuzzy Partitions. Pietari Pulkkinen |
| 2009 | A New Competitive Strategy for Self Organizing Map Learning. Nistor Grozavu, Younès Bennani |
| 2009 | A New Digital Control DC-DC Converter with Multi-layer Neural Network Predictor. Fujio Kurokawa, Hidenori Maruta, Tomoyuki Mizoguchi, Akihiro Nakamura, Hiroyuki Osuga |
| 2009 | A New Incremental Pairwise Clustering Algorithm. Sambu Seo, Johannes Mohr, Klaus Obermayer |
| 2009 | A New Method for Learning Decision Trees from Rules. Amany Abdelhalim, Issa Traoré |
| 2009 | A New Performance Measure for Class Imbalance Learning. Application to Bioinformatics Problems. Rukshan Batuwita, Vasile Palade |
| 2009 | A Novel Domain-Specific Feature Extraction Scheme for Arabic Handwritten Digits Recognition. Sherif Abdelazeem |
| 2009 | A Novel Energy Saving and Power Production System Performance Analysis in Marine Power Plant Using Waste Heat. Yalcin Durmusoglu, Tanzer Satir, Cengiz Deniz, Alper Kilic |
| 2009 | A Novel OCR System for Calculating Handwritten Persian Arithmetic Expressions. Sirvan Khalighi, Parisa Tirdad, Hamid R. Rabiee, Mehdi Parviz |
| 2009 | A Parameter Determination System for Wind Turbines Based on Naive Bayes Classification Algorithm. Ilhami Colak, Mehmet Demirtas, Güngör Bal, Hamdi Tolga Kahraman |
| 2009 | A Supervised Time Series Feature Extraction Technique Using DCT and DWT. Iyad Batal, Milos Hauskrecht |
| 2009 | A Syllable-Level Probabilistic Framework for Bird Species Identification. Balaji Lakshminarayanan, Raviv Raich, Xiaoli Z. Fern |
| 2009 | A Timing-Based Classification Method for Human Voice in Opera Recordings. Maria-Cristina V. Marinescu, Rafael Ramírez |
| 2009 | Adaptive Thresholding based on SOM Technique for Semi-Automatic NPC Image Segmentation. Weerayuth Chanapai, Panrasee Ritthipravat |
| 2009 | Alive on Back-feed Culprit Identification via Machine Learning. Bert Huang, Ansaf Salleb-Aouissi, Philip Gross |
| 2009 | All-Monotony: A Generalization of the All-Confidence Antimonotony. Yannick Le Bras, Philippe Lenca, Sorin Moga, Stéphane Lallich |
| 2009 | An Expert System to Estimate the Capacity of Harvesting Energy from Biogas and its Capacity in TRNC. Hasan H. Onder |
| 2009 | An Extended Version of the NLMF Algorithm Based on Proportionate Krylov Subspace Projections. Yasin Yilmaz, Suleyman Serdar Kozat |
| 2009 | An Image Clustering and Retrieval Framework Using Feedback-Based Integrated Region Matching. Liping Zhou, Chengcui Zhang, Wen Wan, Jeffrey B. Birch, Wei-bang Chen |
| 2009 | An Incremental Model Selection Algorithm Based on Cross-Validation for Finding the Architecture of a Hidden Markov Model on Hand Gesture Data Sets. Aydin Ulas, Olcay Taner Yildiz |
| 2009 | An Instance-Based Learning Approach for Available-Memory Non-minimal Cost-Bounded Search. Sandeep K. Namilikonda, Nihar R. Mahapatra |
| 2009 | An Ordinal Data Method for the Classification with Reject Option. Ricardo Gamelas Sousa, Beatriz Mora, Jaime S. Cardoso |
| 2009 | Application of Artificial Neural Network (ANN) Method to Exergy Analysis of Thermodynamic Systems. Yilmaz Yoru, T. Hikmet Karakoc, Arif Hepbasli |
| 2009 | Application of Inductive Confidence Machine to ICMLA Competition Data. Ilia Nouretdinov, Brian Burford, Alex Gammerman |
| 2009 | Application of Machine Learning Techniques for Prediction of Radiation Pneumonitis in Lung Cancer Patients. Jung Hun Oh, Rawan Al-Lozi, Issam El-Naqa |
| 2009 | Artificial Neural Networks Prognostic Evaluation of Post-Surgery Complications in Patients Underwent to Coronary Artery Bypass Graft Surgery. Cesar Souza, Ednaldo Pizzolato, Renata Gonçalves Mendes, Audrey Borghi-Silva, Mauricio Machado, Paulo Correa |
| 2009 | Automatic Feature Selection for Model-Based Reinforcement Learning in Factored MDPs. Mark Kroon, Shimon Whiteson |
| 2009 | Bagging Ranking Trees. Stéphan Clémençon, Marine Depecker, Nicolas Vayatis |
| 2009 | Bayesian Network Learning for Detecting Reliable Interactions of Dose-Volume Related Parameters in Radiation Pneumonitis. Jung Hun Oh, Issam El-Naqa |
| 2009 | Classification in High-Dimensional Feature Spaces: Random Subsample Ensemble. Gürsel Serpen, Santhosh Pathical |
| 2009 | Clustering Similar Actions in Sequential Decision Processes. Po-Hsiang Chiu, Manfred Huber |
| 2009 | Clustering and Naive Bayesian Approaches for Situation-Aware Recommendation on Mobile Devices. Sangoh Jeong, Swaroop Kalasapur, Doreen Cheng, Henry Song, Hyuk Cho |
| 2009 | Community Structure Identification: A Probabilistic Approach. Nacim Fateh Chikhi, Bernard Rothenburger, Nathalie Aussenac-Gilles |
| 2009 | Comparative Analysis of Support Vector Machines Based on Linear and Quadratic Optimization Criteria. Alexey Nefedov, Jiankuan Ye, Casimir A. Kulikowski, Ilya B. Muchnik, Kenton Morgan |
| 2009 | Conditional Prediction Intervals for Linear Regression. Peter McCullagh, Vladimir Vovk, Ilia Nouretdinov, Dmitry Devetyarov, Alex Gammerman |
| 2009 | Conditional Random Fields for Rock Characterization Using Drill Measurements. Sildomar T. Monteiro, Fabio T. Ramos, Peter Hatherly |
| 2009 | Context-Dependent Fusion of Multiple Algorithms with Minimum Classification Error Learning. Lijun Zhang, Hichem Frigui, Paul D. Gader |
| 2009 | Contextual Analysis Processing Able to Interpret Coherence of Knowledge Representations Related to Reputation. Miho Itoh |
| 2009 | Cost-Sensitive Classification Based on Bregman Divergences for Medical Diagnosis. Raúl Santos-Rodríguez, Dario García-García, Jesús Cid-Sueiro |
| 2009 | Design of an Intelligent Decision Making System for a Travelling Wave Ultrasonic Motor. Ilhami Colak, Ramazan Bayindir, Hamdi Tolga Kahraman, Mehmet Yesilbudak |
| 2009 | Development of an Intelligent Decision Support System for Determining the Efficiency of Shunt Active Power Filter. Seref Sagiroglu, Ramazan Bayindir, Orhan Kaplan, Hamdi Tolga Kahraman |
| 2009 | Development of an Ontology of Learning Strategies and its Application to Generate Open Learner Models. Arunkumar Balakrishnan |
| 2009 | Differentially Expressed Gene Identification Based on Separability Index. Meir Perez, Jonathan Featherston, David M. Rubin, Tshilidzi Marwala, Lesley E. Scott, Wendy S. Stevens |
| 2009 | Dimensionality Reduction in Gene Expression Database through the Random Projection Method. Helyane Bronoski Borges, Júlio C. Nievola |
| 2009 | Discovering Characterization Rules from Rankings. Ansaf Salleb-Aouissi, Bert Huang, David L. Waltz |
| 2009 | Discovering Rules from Disk Events for Predicting Hard Drive Failures. Vipul Agarwal, Chiranjib Bhattacharyya, Thirumale Niranjan, Sai Susarla |
| 2009 | Discretization Techniques and Genetic Algorithm for Learning the Classification Method PROAFTN. Feras N. Al-Obeidat, Nabil Belacel, Prabhat Mahanti, Juan A. Carretero |
| 2009 | Discriminative Multi-stream Discrete Hidden Markov Models. Oualid Missaoui, Hichem Frigui, Paul D. Gader |
| 2009 | Dominant Audio Descriptors for Audio Classification and Retrieval. Aleksey Fadeev, Oualid Missaoui, Hichem Frigui |
| 2009 | ECON: A Kernel Basis Pursuit Algorithm with Automatic Feature Parameter Tuning, and its Application to Photometric Solids Approximation. Manuel Loth, Philippe Preux, Samuel Delepoulle, Christophe Renaud |
| 2009 | ELM-Based Intelligent Resource Selection for Grid Scheduling. Guopeng Zhao, Zhiqi Shen, Chunyan Miao |
| 2009 | Enabling Efficient Time Series Analysis for Wearable Activity Data. Kristof Van Laerhoven, Eugen Berlin, Bernt Schiele |
| 2009 | Ensemble Possibilistic K-NN for Functional Clustering of Gene Expression Profiles in Human Cancers Challenge. Aleksey Fadeev, Oualid Missaoui, Hichem Frigui |
| 2009 | Estimating an Optimal Correlation Structure from Replicated Molecular Profiling Data Using Finite Mixture Models. Lipi R. Acharya, Dongxiao Zhu |
| 2009 | Estimating the Odometry Error of a Mobile Robot by Neural Networks. Haoming Xu, John James Collins |
| 2009 | Estimation of Fuel Cell Life Time Using Latent Variables in Regression Context. Raissa Onanena, Faicel Chamroukhi, Latifa Oukhellou, Denis Candusso, Patrice Aknin, Daniel Hissel |
| 2009 | Evaluation of Approaches for Dimensionality Reduction Applied with Naive Bayes Anti-Spam Filters. Tiago A. Almeida, Akebo Yamakami, Jurandy Almeida |
| 2009 | Evolution of Parameters for an Autonomous Canine Control Algorithm. William Lyles, Winard Britt, David M. Bevly |
| 2009 | Exact Graph Structure Estimation with Degree Priors. Bert Huang, Tony Jebara |
| 2009 | Exploiting Domain Symmetries in Reinforcement Learning with Continuous State and Action Spaces. Alejandro Agostini, Enric Celaya |
| 2009 | Exploring Scale-Induced Feature Hierarchies in Natural Images. Jukka Perkiö, Tinne Tuytelaars, Wray L. Buntine |
| 2009 | Fast Discriminative Linear Models for Scalable Video Tagging. Roberto Paredes, Adrian Ulges, Thomas M. Breuel |
| 2009 | Feature Extraction and Classification of EEG Signals for Rapid P300 Mind Spelling. Adrien Combaz, Nikolay V. Manyakov, Nikolay Chumerin, Johan A. K. Suykens, Marc M. Van Hulle |
| 2009 | Feature Selection in Cancer Classification from mRNA Data Based on Localized Dimension Reduction. Rami N. Mahdi, Eric C. Rouchka |
| 2009 | Feature Selection with Imbalanced Data for Software Defect Prediction. Taghi M. Khoshgoftaar, Kehan Gao |
| 2009 | Finding Answer Passages with Rank Optimizing Decision Trees. Ingo Glöckner |
| 2009 | Genetic Algorithms, Neural Networks, Fuzzy Inference System, Support Vector Machines for Call Performance Classification. Pretesh B. Patel, Tshilidzi Marwala |
| 2009 | Graph Propositionalization for Random Forests. Thashmee Karunaratne, Henrik Boström |
| 2009 | Grounding Symbols: Labelling and Resolving Pronoun Resolution with fLIF Neurons. Fawad Jamshed, Christian R. Huyck |
| 2009 | Hierarchical Stability-Based Model Selection for Clustering Algorithms. Bing Yin, Greg Hamerly |
| 2009 | Improving Clinical Relevance in Ensemble Support Vector Machine Models of Radiation Pneumonitis Risk. Todd W. Schiller, Yixin Chen, Issam El-Naqa, Joseph O. Deasy |
| 2009 | Improving Fusion of Dimensionality Reduction Methods for Nearest Neighbor Classification. Sampath Deegalla, Henrik Boström |
| 2009 | Improving Prediction by Weighting Class Association Rules. Emna Bahri, Stéphane Lallich |
| 2009 | Incremental and Decremental Multi-category Classification by Support Vector Machines. Khaled Boukharouba, Laurent Bako, Stéphane Lecoeuche |
| 2009 | International Conference on Machine Learning and Applications, ICMLA 2009, Miami Beach, Florida, USA, December 13-15, 2009 M. Arif Wani, Mehmed M. Kantardzic, Vasile Palade, Lukasz A. Kurgan, Yuan (Alan) Qi |
| 2009 | Knowledge Transfer for Feature Generation in Document Classification. Jian Zhang, Shobhit S. Shakya |
| 2009 | Label Propagation on K-partite Graphs. Chris H. Q. Ding, Tao Li, Dingding Wang |
| 2009 | Learning American English Accents Using Ensemble Learning with GMMs. Jonathan T. Purnell, Malik Magdon-Ismail |
| 2009 | Learning Context Free Grammars by Using SAT Solvers. Keita Imada, Katsuhiko Nakamura |
| 2009 | Learning Deep Neural Networks for High Dimensional Output Problems. Benjamin Labbé, Romain Hérault, Clément Chatelain |
| 2009 | Learning Disambiguation of Hindi Morpheme 'vaalaa' with a Sparse Corpus. R. Mahesh K. Sinha |
| 2009 | Learning Geographic Regions using Location Based Services in Next Generation Networks. Yuheng He, Attila Michael Bilgic |
| 2009 | Learning Parameters for Relational Probabilistic Models with Noisy-Or Combining Rule. Sriraam Natarajan, Prasad Tadepalli, Gautam Kunapuli, Jude W. Shavlik |
| 2009 | Learning Probabilistic Structure Graphs for Classification and Detection of Object Structures. Johannes Hartz |
| 2009 | Linear Representation Learning Using Sphere Factor Analysis. Yiming Wu, Xiuwen Liu, Washington Mio |
| 2009 | Machine Learning for Intra-Fraction Tumor Motion Modeling with Respiratory Surrogates. Warren D. D'Souza, Kathleen Malinowski, Hao Howard Zhang |
| 2009 | Machine Learning for Modeling Dose-Related Organ-at-Risk Complications after Radiation Therapy. Hao Howard Zhang, Leyuan Shi, Robert R. Meyer, Warren D. D'Souza |
| 2009 | Mahalanobis Distance Based Non-negative Sparse Representation for Face Recognition. Yangfeng Ji, Tong Lin, Hongbin Zha |
| 2009 | Markerless Fluoroscopic Gating for Lung Cancer Radiotherapy Using Generalized Linear Discriminant Analysis. Ruijiang Li, John H. Lewis, Steve B. Jiang |
| 2009 | Maximum Likelihood Logistic Regression Using Metaheuristics. Leif E. Peterson |
| 2009 | Mining Customers' Spatio-Temporal Behavior Data Using Topographic Unsupervised Learning. Guénaël Cabanes, Younès Bennani, Frédéric Dufau-Joël |
| 2009 | Mining Interesting Ratio Patterns over a Stream Sliding Window. Wei Fan, Toyohide Watanabe, Koichi Asakura |
| 2009 | Multi Agent Holonic Based Architecture for Communication and Learning about Power Demand in Residential Areas. Silviu Ionita |
| 2009 | Multi-Region Tracking for Lung Tumor Motion Assessment. Jorg Rottmann, Michalis Aristophanous, Sang-June Park, Aileen Chen, Ross Berbeco |
| 2009 | Multiagent Transfer Learning via Assignment-Based Decomposition. Scott Proper, Prasad Tadepalli |
| 2009 | On the Complexity of General Solution DAGs. Jirí Isa, Zuzana Reitermanová, Ondrej Sýkora |
| 2009 | Outlier Detection with One-Class Classifiers from ML and KDD. Jeroen H. M. Janssens, Ildikó Flesch, Eric O. Postma |
| 2009 | Randomized and Rank Based Differential Evolution. Onay Urfalioglu, Orhan Arikan |
| 2009 | Ranking Electrical Feeders of the New York Power Grid. Philip Gross, Ansaf Salleb-Aouissi, Haimonti Dutta, Albert Boulanger |
| 2009 | Regularizing the Local Similarity Discriminant Analysis Classifier. Luca Cazzanti, Maya R. Gupta |
| 2009 | Report Cards for Manholes: Eliciting Expert Feedback for a Learning Task. Axinia Radeva, Cynthia Rudin, Rebecca J. Passonneau, Delfina Isaac |
| 2009 | Requirement Engineering Techniques Selection and Modeling. Yan Tang, Kunwu Feng, Kendra M. L. Cooper, João W. Cangussu |
| 2009 | Robust Target Localization and Segmentation Using Graph Cut, KPCA and Mean-Shift. Omar Arif, Patricio A. Vela |
| 2009 | Semantic Word Spaces for Robust Role Labeling. Cristina Giannone, Danilo Croce, Roberto Basili |
| 2009 | Sensitivity Analysis of POMDP Value Functions. Stéphane Ross, Masoumeh T. Izadi, Mark Mercer, David L. Buckeridge |
| 2009 | Sequence Segmentation via Clustering of Subsequences. Dario García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María |
| 2009 | Spectral Clustering and Feature Selection for Microarray Data. Dario García-García, Raúl Santos-Rodríguez |
| 2009 | Statistical Decision Making for Authentication and Intrusion Detection. Christos Dimitrakakis, Aikaterini Mitrokotsa |
| 2009 | Structured Prediction Models for Chord Transcription of Music Audio. Adrian Weller, Daniel P. W. Ellis, Tony Jebara |
| 2009 | Structured Prediction with Relative Margin. Pannagadatta K. Shivaswamy, Tony Jebara |
| 2009 | Study of Bidimensional Empirical Mode Decomposition Method for Various Radial Basis Function Surface Interpolators. Sharif M. A. Bhuiyan, Jesmin F. Khan, Nii O. Attoh-Okine, Reza R. Adhami |
| 2009 | Survival Prediction in Lung Cancer Treated with Radiotherapy: Bayesian Networks vs. Support Vector Machines in Handling Missing Data. Andre Dekker, Cary Dehing-Oberije, Dirk De Ruysscher, Philippe Lambin, Kartik Komati, Glenn Fung, Shipeng Yu, Andrew Hope, Wilfried De Neve, Yolande Lievens |
| 2009 | Tanimoto Metric in Tree-SOM for Improved Representation of Mass Spectrometry Data with an Underlying Taxonomic Structure. Stephan Simmuteit, Frank-Michael Schleif, Thomas Villmann, Thomas Elssner |
| 2009 | Text Classification Methodologies Applied to Micro-Text in Military Chat. Kevin Dela Rosa, Jeffrey Ellen |
| 2009 | The Fuzzy Logic Control of a Multilevel Converter in a Variable Speed Wind Turbine. Ramazan Bayindir, Ilhami Colak, Ersan Kabalci, Erdal Irmak |
| 2009 | The Neuro Slot Car Racer: Reinforcement Learning in a Real World Setting. Tim C. Kietzmann, Martin A. Riedmiller |
| 2009 | Theoretical and Empirical Analysis of Reward Shaping in Reinforcement Learning. Marek Grzes, Daniel Kudenko |
| 2009 | Towards a Class-Based Representation of Perceptual Tempo for Music Retrieval. Ching-Wei Chen, Kyogu Lee, Ho-Hsiang Wu |
| 2009 | Towards a Classifying Artificial Immune System for Web Server Attacks. Melissa Danforth |
| 2009 | Transformation Learning Via Kernel Alignment. Andrew G. Howard, Tony Jebara |
| 2009 | Using Bayesian Logistic Regression with High-Order Interactions to Model Radiation-Induced Toxicities Following Radiotherapy. Florian Buettner, Sarah Gulliford, Steve Webb, Mike Partridge |
| 2009 | Using Genetic Algorithm for Finding Switching Angles of a Single-Phase Multilevel DC/AC Converter on Solar Modules. N. T. Isembergenov, B. T. Matkarimov |
| 2009 | Video Copy Detection Using Temporally Informative Representative Images. Mani Malekesmaeili, Mehrdad Fatourechi, Rabab K. Ward |
| 2009 | Vocal Characteristics Classification of Audio Segments: An Investigation of the Influence of Accompaniment Music on Low-Level Features. Daniel Gärtner, Christian Dittmar |
| 2009 | Weighted Consensus Clustering for Identifying Functional Modules in Protein-Protein Interaction Networks. Yi Zhang, Erliang Zeng, Tao Li, Giri Narasimhan |
| 2009 | Wrapper-Based Feature Ranking for Software Engineering Metrics. Wilker Altidor, Taghi M. Khoshgoftaar, Amri Napolitano |