Abstract is missing.
- Learning Probabilistic Structure Graphs for Classification and Detection of Object StructuresJohannes Hartz. 5-11 [doi]
- Linear Representation Learning Using Sphere Factor AnalysisYiming Wu, Xiuwen Liu, Washington Mio. 12-17 [doi]
- Study of Bidimensional Empirical Mode Decomposition Method for Various Radial Basis Function Surface InterpolatorsSharif M. A. Bhuiyan, Jesmin F. Khan, Nii O. Attoh-Okine, Reza R. Adhami. 18-24 [doi]
- Exploring Scale-Induced Feature Hierarchies in Natural ImagesJukka Perkiö, Tinne Tuytelaars, Wray L. Buntine. 25-31 [doi]
- Robust Target Localization and Segmentation Using Graph Cut, KPCA and Mean-ShiftOmar Arif, Patricio A. Vela. 35-40 [doi]
- Mahalanobis Distance Based Non-negative Sparse Representation for Face RecognitionYangfeng Ji, Tong Lin, Hongbin Zha. 41-46 [doi]
- Learning American English Accents Using Ensemble Learning with GMMsJonathan T. Purnell, Malik Magdon-Ismail. 47-52 [doi]
- A Syllable-Level Probabilistic Framework for Bird Species IdentificationBalaji Lakshminarayanan, Raviv Raich, Xiaoli Fern. 53-59 [doi]
- Learning Deep Neural Networks for High Dimensional Output ProblemsBenjamin Labbé, Romain Hérault, Clément Chatelain. 63-68 [doi]
- Video Copy Detection Using Temporally Informative Representative ImagesMani Malekesmaeili, Mehrdad Fatourechi, Rabab K. Ward. 69-74 [doi]
- Dominant Audio Descriptors for Audio Classification and RetrievalAleksey Fadeev, Oualid Missaoui, Hichem Frigui. 75-78 [doi]
- A Hybrid Method of Genetic Algorithms and Ant Colony Optimization to Solve the Traveling Salesman ProblemRyouei Takahashi. 81-88 [doi]
- A Multiobjective Genetic Fuzzy System for Obtaining Compact and Accurate Fuzzy Classifiers with Transparent Fuzzy PartitionsPietari Pulkkinen. 89-94 [doi]
- Randomized and Rank Based Differential EvolutionOnay Urfalioglu, Orhan Arikan. 95-100 [doi]
- A Genetic Algorithm that Incorporates an Adaptive Mutation Based on an Evolutionary ModelFatemeh Vafaee, Peter C. Nelson. 101-107 [doi]
- Exact Graph Structure Estimation with Degree PriorsBert Huang, Tony Jebara. 111-118 [doi]
- Estimating an Optimal Correlation Structure from Replicated Molecular Profiling Data Using Finite Mixture ModelsLipi R. Acharya, Dongxiao Zhu. 119-124 [doi]
- Community Structure Identification: A Probabilistic ApproachNacim Fateh Chikhi, Bernard Rothenburger, Nathalie Aussenac-Gilles. 125-130 [doi]
- Conditional Prediction Intervals for Linear RegressionPeter McCullagh, Vladimir Vovk, Ilia Nouretdinov, Dmitry Devetyarov, Alexander Gammerman. 131-138 [doi]
- Learning Parameters for Relational Probabilistic Models with Noisy-Or Combining RuleSriraam Natarajan, Prasad Tadepalli, Gautam Kunapuli, Jude W. Shavlik. 141-146 [doi]
- Outlier Detection with One-Class Classifiers from ML and KDDJeroen H. M. Janssens, Ildikó Flesch, Eric O. Postma. 147-153 [doi]
- Discovering Characterization Rules from RankingsAnsaf Salleb-Aouissi, Bert C. Huang, David L. Waltz. 154-161 [doi]
- ECON: A Kernel Basis Pursuit Algorithm with Automatic Feature Parameter Tuning, and its Application to Photometric Solids ApproximationManuel Loth, Philippe Preux, Samuel Delepoulle, Christophe Renaud. 162-169 [doi]
- An Incremental Model Selection Algorithm Based on Cross-Validation for Finding the Architecture of a Hidden Markov Model on Hand Gesture Data SetsAydin Ulas, Olcay Taner Yildiz. 170-177 [doi]
- Discriminative Multi-stream Discrete Hidden Markov ModelsOualid Missaoui, Hichem Frigui, Paul D. Gader. 178-183 [doi]
- Regularizing the Local Similarity Discriminant Analysis ClassifierLuca Cazzanti, Maya R. Gupta. 184-189 [doi]
- Context-Dependent Fusion of Multiple Algorithms with Minimum Classification Error LearningLijun Zhang, Hichem Frigui, Paul D. Gader. 190-195 [doi]
- Graph Propositionalization for Random ForestsThashmee Karunaratne, Henrik Boström. 196-201 [doi]
- An Instance-Based Learning Approach for Available-Memory Non-minimal Cost-Bounded SearchSandeep K. Namilikonda, Nihar R. Mahapatra. 202-207 [doi]
- Finding Answer Passages with Rank Optimizing Decision TreesIngo Glöckner. 208-214 [doi]
- Hierarchical Stability-Based Model Selection for Clustering AlgorithmsBing Yin, Greg Hamerly. 217-222 [doi]
- A New Incremental Pairwise Clustering AlgorithmSambu Seo, Johannes Mohr, Klaus Obermayer. 223-228 [doi]
- Sequence Segmentation via Clustering of SubsequencesDario García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María. 229-234 [doi]
- Feature Selection with Imbalanced Data for Software Defect PredictionTaghi M. Khoshgoftaar, Kehan Gao. 235-240 [doi]
- Wrapper-Based Feature Ranking for Software Engineering MetricsWilker Altidor, Taghi M. Khoshgoftaar, Amri Napolitano. 241-246 [doi]
- A Novel Domain-Specific Feature Extraction Scheme for Arabic Handwritten Digits RecognitionSherif Abdelazeem. 247-252 [doi]
- Knowledge Transfer for Feature Generation in Document ClassificationJian Zhang, Shobhit S. Shakya. 255-260 [doi]
- Semantic Word Spaces for Robust Role LabelingCristina Giannone, Danilo Croce, Roberto Basili. 261-266 [doi]
- Learning Context Free Grammars by Using SAT SolversKeita Imada, Katsuhiko Nakamura. 267-272 [doi]
- Label Propagation on K-partite GraphsChris H. Q. Ding, Tao Li, Dingding Wang. 273-278 [doi]
- Structured Prediction with Relative MarginPannagadatta K. Shivaswamy, Tony Jebara. 281-287 [doi]
- Comparative Analysis of Support Vector Machines Based on Linear and Quadratic Optimization CriteriaAlexey Nefedov, Jiankuan Ye, Casimir A. Kulikowski, Ilya B. Muchnik, Kenton Morgan. 288-293 [doi]
- Incremental and Decremental Multi-category Classification by Support Vector MachinesKhaled Boukharouba, Laurent Bako, Stéphane Lecoeuche. 294-300 [doi]
- Transformation Learning Via Kernel AlignmentAndrew Howard, Tony Jebara. 301-308 [doi]
- The Neuro Slot Car Racer: Reinforcement Learning in a Real World SettingTim C. Kietzmann, Martin Riedmiller. 311-316 [doi]
- Sensitivity Analysis of POMDP Value FunctionsStéphane Ross, Masoumeh T. Izadi, Mark Mercer, David L. Buckeridge. 317-323 [doi]
- Automatic Feature Selection for Model-Based Reinforcement Learning in Factored MDPsMark Kroon, Shimon Whiteson. 324-330 [doi]
- Exploiting Domain Symmetries in Reinforcement Learning with Continuous State and Action SpacesAlejandro Agostini, Enric Celaya. 331-336 [doi]
- Theoretical and Empirical Analysis of Reward Shaping in Reinforcement LearningMarek Grzes, Daniel Kudenko. 337-344 [doi]
- Multiagent Transfer Learning via Assignment-Based DecompositionScott Proper, Prasad Tadepalli. 345-350 [doi]
- Clustering and Naive Bayesian Approaches for Situation-Aware Recommendation on Mobile DevicesSangoh Jeong, Swaroop Kalasapur, Doreen Cheng, Henry Song, Hyuk Cho. 353-358 [doi]
- Ranking Electrical Feeders of the New York Power GridPhilip Gross, Ansaf Salleb-Aouissi, Haimonti Dutta, Albert Boulanger. 359-365 [doi]
- Conditional Random Fields for Rock Characterization Using Drill MeasurementsSildomar T. Monteiro, Fabio T. Ramos, Peter Hatherly. 366-371 [doi]
- Mining Customers Spatio-Temporal Behavior Data Using Topographic Unsupervised LearningGuénaël Cabanes, Younès Bennani, Frédéric Dufau-Joël. 372-377 [doi]
- Estimating the Odometry Error of a Mobile Robot by Neural NetworksHaoming Xu, John James Collins. 378-385 [doi]
- Feature Extraction and Classification of EEG Signals for Rapid P300 Mind SpellingAdrien Combaz, Nikolay V. Manyakov, Nikolay Chumerin, Johan A. K. Suykens, Marc M. Van Hulle. 386-391 [doi]
- Enabling Efficient Time Series Analysis for Wearable Activity DataKristof Van Laerhoven, Eugen Berlin, Bernt Schiele. 392-397 [doi]
- ELM-Based Intelligent Resource Selection for Grid SchedulingGuopeng Zhao, Zhiqi Shen, Chunyan Miao. 398-403 [doi]
- An Extended Version of the NLMF Algorithm Based on Proportionate Krylov Subspace ProjectionsYasin Yilmaz, Suleyman S. Kozat. 404-408 [doi]
- Statistical Decision Making for Authentication and Intrusion DetectionChristos Dimitrakakis, Aikaterini Mitrokotsa. 409-414 [doi]
- Genetic Algorithms, Neural Networks, Fuzzy Inference System, Support Vector Machines for Call Performance ClassificationPretesh B. Patel, Tshilidzi Marwala. 415-420 [doi]
- Spectral Clustering and Feature Selection for Microarray DataDario García-García, Raúl Santos-Rodríguez. 425-428 [doi]
- Differentially Expressed Gene Identification Based on Separability IndexMeir Perez, Jonathan Featherston, David M. Rubin, Tshilidzi Marwala, Lesley E. Scott, Wendy Stevens. 429-434 [doi]
- Application of Inductive Confidence Machine to ICMLA Competition DataIlia Nouretdinov, Brian Burford, Alexander Gammerman. 435-438 [doi]
- Ensemble Possibilistic K-NN for Functional Clustering of Gene Expression Profiles in Human Cancers ChallengeAleksey Fadeev, Oualid Missaoui, Hichem Frigui. 439-442 [doi]
- Feature Selection in Cancer Classification from mRNA Data Based on Localized Dimension ReductionRami N. Mahdi, Eric C. Rouchka. 443-448 [doi]
- Using Bayesian Logistic Regression with High-Order Interactions to Model Radiation-Induced Toxicities Following RadiotherapyFlorian Buettner, Sarah Gulliford, Steve Webb, Mike Partridge. 451-456 [doi]
- Machine Learning for Modeling Dose-Related Organ-at-Risk Complications after Radiation TherapyHao Howard Zhang, Leyuan Shi, Robert R. Meyer, Warren D. D Souza. 457-462 [doi]
- Machine Learning for Intra-Fraction Tumor Motion Modeling with Respiratory SurrogatesWarren D. D Souza, Kathleen Malinowski, Hao Howard Zhang. 463-467 [doi]
- Markerless Fluoroscopic Gating for Lung Cancer Radiotherapy Using Generalized Linear Discriminant AnalysisRuijiang Li, John H. Lewis, Steve B. Jiang. 468-472 [doi]
- A Dynamic CT Image Reconstruction Method by Inducing Prior Information from PCA AnalysisXun Jia, Yifei Lou, Ruijiang Li, Xuejun Gu, John Levis, Steve B. Jiang. 473-477 [doi]
- Application of Machine Learning Techniques for Prediction of Radiation Pneumonitis in Lung Cancer PatientsJung Hun Oh, Rawan Al-Lozi, Issam El-Naqa. 478-483 [doi]
- Bayesian Network Learning for Detecting Reliable Interactions of Dose-Volume Related Parameters in Radiation PneumonitisJung Hun Oh, Issam El-Naqa. 484-488 [doi]
- Multi-Region Tracking for Lung Tumor Motion AssessmentJorg Rottmann, Michalis Aristophanous, Sang-June Park, Aileen Chen, Ross Berbeco. 489-493 [doi]
- Survival Prediction in Lung Cancer Treated with Radiotherapy: Bayesian Networks vs. Support Vector Machines in Handling Missing DataAndre Dekker, Cary Dehing-Oberije, Dirk De Ruysscher, Philippe Lambin, Kartik Komati, Glenn Fung, Shipeng Yu, Andrew Hope, Wilfried De Neve, Yolande Lievens. 494-497 [doi]
- Improving Clinical Relevance in Ensemble Support Vector Machine Models of Radiation Pneumonitis RiskTodd W. Schiller, Yixin Chen, Issam El-Naqa, Joseph O. Deasy. 498-503 [doi]
- Adaptive Thresholding based on SOM Technique for Semi-Automatic NPC Image SegmentationWeerayuth Chanapai, Panrasee Ritthipravat. 504-508 [doi]
- Maximum Likelihood Logistic Regression Using MetaheuristicsLeif E. Peterson. 509-514 [doi]
- Evaluation of Approaches for Dimensionality Reduction Applied with Naive Bayes Anti-Spam FiltersTiago A. Almeida, Akebo Yamakami, Jurandy Almeida. 517-522 [doi]
- Towards a Classifying Artificial Immune System for Web Server AttacksMelissa Danforth. 523-527 [doi]
- Contextual Analysis Processing Able to Interpret Coherence of Knowledge Representations Related to ReputationMiho Itoh. 528-535 [doi]
- Weighted Consensus Clustering for Identifying Functional Modules in Protein-Protein Interaction NetworksYi Zhang 0005, Erliang Zeng, Tao Li, Giri Narasimhan. 539-544 [doi]
- A New Performance Measure for Class Imbalance Learning. Application to Bioinformatics ProblemsRukshan Batuwita, Vasile Palade. 545-550 [doi]
- Cost-Sensitive Classification Based on Bregman Divergences for Medical DiagnosisRaúl Santos-Rodríguez, Dario García-García, Jesús Cid-Sueiro. 551-556 [doi]
- Dimensionality Reduction in Gene Expression Database through the Random Projection MethodHelyane Bronoski Borges, Júlio C. Nievola. 557-562 [doi]
- Tanimoto Metric in Tree-SOM for Improved Representation of Mass Spectrometry Data with an Underlying Taxonomic StructureStephan Simmuteit, Frank-Michael Schleif, Thomas Villmann, Thomas Elssner. 563-567 [doi]
- Fast Discriminative Linear Models for Scalable Video TaggingRoberto Paredes, Adrian Ulges, Thomas M. Breuel. 571-576 [doi]
- A Timing-Based Classification Method for Human Voice in Opera RecordingsMaria-Cristina Marinescu, Rafael Ramirez. 577-582 [doi]
- Vocal Characteristics Classification of Audio Segments: An Investigation of the Influence of Accompaniment Music on Low-Level FeaturesDaniel Gärtner, Christian Dittmar. 583-589 [doi]
- Structured Prediction Models for Chord Transcription of Music AudioAdrian Weller, Daniel P. W. Ellis, Tony Jebara. 590-595 [doi]
- An Image Clustering and Retrieval Framework Using Feedback-Based Integrated Region MatchingLiping Zhou, Chengcui Zhang, Wen Wan, Jeffrey Birch, Wei-bang Chen. 596-601 [doi]
- Towards a Class-Based Representation of Perceptual Tempo for Music RetrievalChing-Wei Chen, Kyogu Lee, Ho-Hsiang Wu. 602-607 [doi]
- A Parameter Determination System for Wind Turbines Based on Naive Bayes Classification AlgorithmIlhami Colak, Mehmet Demirtas, Gungor Bal, Hamdi Tolga Kahraman. 611-616 [doi]
- Using Genetic Algorithm for Finding Switching Angles of a Single-Phase Multilevel DC/AC Converter on Solar ModulesN. T. Isembergenov, B. T. Matkarimov. 623-625 [doi]
- Development of an Intelligent Decision Support System for Determining the Efficiency of Shunt Active Power FilterSeref Sagiroglu, Ramazan Bayindir, Orhan Kaplan, Hamdi Tolga Kahraman. 626-631 [doi]
- Estimation of Fuel Cell Life Time Using Latent Variables in Regression ContextRaissa Onanena, Faicel Chamroukhi, Latifa Oukhellou, Denis Candusso, Patrice Aknin, Daniel Hissel. 632-637 [doi]
- A New Digital Control DC-DC Converter with Multi-layer Neural Network PredictorFujio Kurokawa, Hidenori Maruta, Tomoyuki Mizoguchi, Akihiro Nakamura, Hiroyuki Osuga. 638-643 [doi]
- Multi Agent Holonic Based Architecture for Communication and Learning about Power Demand in Residential AreasSilviu Ionita. 644-649 [doi]
- Learning Disambiguation of Hindi Morpheme vaalaa with a Sparse CorpusR. Mahesh K. Sinha. 653-657 [doi]
- Bagging Ranking TreesStéphan Clémençon, Marine Depecker, Nicolas Vayatis. 658-663 [doi]
- A Hybrid Approach to Process Mining: Finding Immediate Successors of a Process by Using From-To ChartEren Esgin, Pinar Senkul. 664-668 [doi]
- Design of an Intelligent Decision Making System for a Travelling Wave Ultrasonic MotorIlhami Colak, Ramazan Bayindir, Hamdi Tolga Kahraman, Mehmet Yesilbudak. 669-672 [doi]
- On the Complexity of General Solution DAGsJirí Isa, Zuzana Reitermanová, Ondrej Sýkora. 673-678 [doi]
- Learning Geographic Regions using Location Based Services in Next Generation NetworksYuheng He, Attila Bilgic. 679-684 [doi]
- Discretization Techniques and Genetic Algorithm for Learning the Classification Method PROAFTNFeras Al-Obeidat, Nabil Belacel, Prabhat Mahanti, Juan A. Carretero. 685-688 [doi]
- A New Competitive Strategy for Self Organizing Map LearningNistor Grozavu, Younès Bennani. 689-692 [doi]
- A New Method for Learning Decision Trees from RulesAmany Abdelhalim, Issa Traore. 693-698 [doi]
- Evolution of Parameters for an Autonomous Canine Control AlgorithmWilliam Lyles, Winard Britt, David M. Bevly. 699-704 [doi]
- Requirement Engineering Techniques Selection and ModelingYan Tang, Kunwu Feng, Kendra Cooper, João W. Cangussu. 705-709 [doi]
- Text Classification Methodologies Applied to Micro-Text in Military ChatKevin Dela Rosa, Jeffrey Ellen. 710-714 [doi]
- Report Cards for Manholes: Eliciting Expert Feedback for a Learning TaskAxinia Radeva, Cynthia Rudin, Rebecca J. Passonneau, Delfina Isaac. 719-724 [doi]
- Alive on Back-feed Culprit Identification via Machine LearningBert C. Huang, Ansaf Salleb-Aouissi, Philip Gross. 725-730 [doi]
- Mining Interesting Ratio Patterns over a Stream Sliding WindowWei Fan, Toyohide Watanabe, Koichi Asakura. 731-734 [doi]
- A Supervised Time Series Feature Extraction Technique Using DCT and DWTIyad Batal, Milos Hauskrecht. 735-739 [doi]
- Classification in High-Dimensional Feature Spaces: Random Subsample EnsembleGürsel Serpen, Santhosh Pathical. 740-745 [doi]
- An Ordinal Data Method for the Classification with Reject OptionRicardo Sousa, Beatriz Mora, Jaime S. Cardoso. 746-750 [doi]
- A Novel Energy Saving and Power Production System Performance Analysis in Marine Power Plant Using Waste HeatYalcin Durmusoglu, Tanzer Satir, Cengiz Deniz, Alper Kilic. 751-754 [doi]
- A Novel OCR System for Calculating Handwritten Persian Arithmetic ExpressionsSirvan Khalighi, Parisa Tirdad, Hamid R. Rabiee, Mehdi Parviz. 755-758 [doi]
- All-Monotony: A Generalization of the All-Confidence AntimonotonyYannick Le Bras, Philippe Lenca, Sorin Moga, Stéphane Lallich. 759-764 [doi]
- Improving Prediction by Weighting Class Association RulesEmna Bahri, Stéphane Lallich. 765-770 [doi]
- Improving Fusion of Dimensionality Reduction Methods for Nearest Neighbor ClassificationSampath Deegalla, Henrik Boström. 771-775 [doi]
- Clustering Similar Actions in Sequential Decision ProcessesPo-Hsiang Chiu, Manfred Huber. 776-781 [doi]
- Discovering Rules from Disk Events for Predicting Hard Drive FailuresVipul Agarwal, Chiranjib Bhattacharyya, Thirumale Niranjan, Sai Susarla. 782-786 [doi]
- The Fuzzy Logic Control of a Multilevel Converter in a Variable Speed Wind TurbineRamazan Bayindir, Ilhami Colak, Ersan Kabalci, Erdal Irmak. 787-790 [doi]
- Grounding Symbols: Labelling and Resolving Pronoun Resolution with fLIF NeuronsFawad Jamshed, Christian R. Huyck. 791-794 [doi]
- Development of an Ontology of Learning Strategies and its Application to Generate Open Learner ModelsArunkumar Balakrishnan. 795-798 [doi]
- Artificial Neural Networks Prognostic Evaluation of Post-Surgery Complications in Patients Underwent to Coronary Artery Bypass Graft SurgeryCesar Souza, Ednaldo Pizzolato, Renata Mendes, Audrey Borghi-Silva, Mauricio Machado, Paulo Correa. 799-803 [doi]