Table of Contents

• Application of Structural Case-Based Reasoning to Activity Recognition in Smart Home EnvironmentsSteven G. Satterfield, Thomas Reichherzer, John W. Coffey, Eman El-Sheikh. 1-6 [doi]
• Detecting Web Robots Using Resource Request PatternsDerek Doran, Swapna S. Gokhale. 7-12 [doi]
• Automatically Detecting Avalanche Events in Passive Seismic DataMarc J. Rubin, Tracy Camp, Alec Van Herwijnen, Jurg Schweizer. 13-20 [doi]
• Sparse Dictionary Reconstruction for Textile Defect DetectionJian Zhou, Dimitri Semenovich, Arcot Sowmya, Jun Wang. 21-26 [doi]
• Convolutional Neural Support Vector Machines: Hybrid Visual Pattern Classifiers for Multi-robot SystemsJawad Nagi, Gianni A. Di Caro, Alessandro Giusti, Farrukh Nagi, Luca Maria Gambardella. 27-32 [doi]
• Introducing Subspace Grids to Recognise Patterns in Multidimensinal DataM. Arif Wani. 33-39 [doi]
• Face Recognition in the Virtual World: Recognizing Avatar FacesRoman V. Yampolskiy, Brendan Klare, Anil K. Jain. 40-45 [doi]
• Subject-Independent Facial Expression Recognition with Biologically Inspired FeaturesWeifeng Liu, Caifeng Song, Yanjiang Wang. 46-50 [doi]
• Sparse Representation Based Discriminative Canonical Correlation Analysis for Face RecognitionNaiyang Guan, Xiang Zhang, Zhigang Luo, Long Lan. 51-56 [doi]
• Adaptive Extended Local Ternary Pattern (AELTP) for Recognizing Avatar FacesAbdallah A. Mohamed, Roman V. Yampolskiy. 57-62 [doi]
• Mean Aggregation versus Robust Rank Aggregation for Ensemble Gene SelectionRandall Wald, Taghi M. Khoshgoftaar, David J. Dittman. 63-69 [doi]
• SVM-based Framework for the Robust Extraction of Objects from Histopathological Images Using Color, Texture, Scale and GeometryAntoine Veillard, Stéphane Bressan, Daniel Racoceanu. 70-75 [doi]
• Effective Enrichment of Gene Expression Data SetsUtku Sirin, Utku Erdogdu, Mehmet Tan, Faruk Polat, Reda Alhajj. 76-81 [doi]
• Determining the Number of Iterations Appropriate for Ensemble Gene Selection on Microarray DataDavid J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano. 82-89 [doi]
• A Novel Hierarchical Level Set with AR-boost for White Matter Lesion Segmentation in DiabetesBaidya Nath Saha, Sriraam Natarajan, Gopi Kota, Christopher T. Whitlow, Donald Bowden, Jasmin Divers, Barry I. Freedman, Joseph A. Maldjian. 90-95 [doi]
• Prediction of Protein Essentiality by the Support Vector Machine with Statistical TestsChiou-Yi Hor, Chang-Biau Yang, Zih-Jie Yang, Chiou-Ting Tseng. 96-101 [doi]
• Incremental Mitosis: Discovering Clusters of Arbitrary Shapes and Densities in Dynamic DataRania Ibrahim, Naglaa Ahmed, Noha A. Yousri, Mohamed A. Ismail. 102-107 [doi]
• Network Transformation of Gene Expression for Feature ExtractionRémy Nicolle, Mohamed Elati, François Radvanyi. 108-113 [doi]
• Combining Gene Expression Profiles and Protein-Protein Interactions for Identifying Functional ModulesDingding Wang, Mitsunori Ogihara, Erliang Zeng, Tao Li. 114-119 [doi]
• Building Synthetic Networks of the Budding Yeast Cell-Cycle Using Swarm IntelligenceGonzalo A. Ruz, Tania Timmermann, Eric Goles Ch.. 120-125 [doi]
• Incorporating Gene Significance in the Impact Analysis of Signaling PathwaysCalin Voichita, Michele Donato, Sorin Draghici. 126-131 [doi]
• Differentiable Kernels in Generalized Matrix Learning Vector QuantizationMarika Kästner, David Nebel, Martin Riedel, Michael Biehl, Thomas Villmann. 132-137 [doi]
• Monte Carlo Tree Search for Bayesian Reinforcement LearningNgo Anh Vien, Wolfgang Ertel. 138-143 [doi]
• An Inverse Reinforcement Learning Algorithm for Partially Observable Domains with Application on Healthcare Dialogue ManagementHamid R. Chinaei, Brahim Chaib-draa. 144-149 [doi]
• Increasing Efficiency of Evolutionary Algorithms by Choosing between Auxiliary Fitness Functions with Reinforcement LearningArina Buzdalova, Maxim Buzdalov. 150-155 [doi]
• pRBF Kernels: A Framework for the Incorporation of Task-Specific Properties into Support Vector MethodsAntoine Veillard, Daniel Racoceanu, Stéphane Bressan. 156-161 [doi]
• Deep Structure Learning: Beyond Connectionist ApproachesBen Mitchell, John Sheppard. 162-167 [doi]
• Balancing Public Cycle Sharing Schemes Using Independent LearnersJeremiah Smith, Luke Dickens, Krysia Broda. 168-173 [doi]
• Semi-supervised Non-negative Patch Alignment FrameworkLong Lan, Xuhui Huang, Naiyang Guan, Zhigang Luo, Xiang Zhang. 174-178 [doi]
• Estimating Hospital Admissions with a Randomized Regression ApproachKleber A. Garcia, Philip K. Chan. 179-184 [doi]
• Coupled Directional Level Set for MR Image SegmentationXianjing Qin, Yang Liu, Hongbing Lu, Xuelong Li, Pingkun Yan. 185-190 [doi]
• Stereo Matching Based on Random Speckle Projection for Dynamic 3D SensingJun Jiang, Jun Cheng, Haifeng Zhao. 191-196 [doi]
• Semantic Data Types in Machine Learning from Healthcare DataJanusz Wojtusiak. 197-202 [doi]
• A Machine Learning Pipeline for Three-Way Classification of Alzheimer Patients from Structural Magnetic Resonance Images of the BrainSriraam Natarajan, Saket Joshi, Baidya Nath Saha, Adam Edwards, Tushar Khot, Elizabeth Moody, Kristian Kersting, Christopher T. Whitlow, Joseph A. Maldjian. 203-208 [doi]
• Minimal Norm Support Vector Machines for Large Classification TasksRobert Strack, Vojislav Kecman. 209-214 [doi]
• Fast Time Series Classification Based on Infrequent ShapeletsQing He, Zhi Dong, Fuzhen Zhuang, Tianfeng Shang, Zhongzhi Shi. 215-219 [doi]
• Cost-Sensitive Universum-SVMSauptik Dhar, Vladimir Cherkassky. 220-225 [doi]
• A Hybrid Transfer Learning Mechanism for Object Classification across ViewYi Mo, Zhaoxiang Zhang, Yunhong Wang. 226-231 [doi]
• Location Type Classification Using Tweet ContentHaibin Liu, Bo Luo, Dongwon Lee. 232-237 [doi]
• Topological Indoor Localization & Navigation for Autonomous Industrial Mobile ManipulatorHongtai Cheng, Heping Chen, Yong Liu. 238-243 [doi]
• Estimating the Convection Heat Transfer Coefficient of a Run-Out Cooling Table in a Steel-Making Process by Neural NetworksGlaucio Barros Barcelos, Douglas Alexandre Gomes Vieira, Rodney Rezende Saldanha, Luciano Lellis Miranda. 244-249 [doi]
• Writing with Style: Venue ClassificationZaihan Yang, Brian D. Davison 0001. 250-255 [doi]
• Incorporating Incremental and Active Learning for Scene ClassificationXianglin Li, Runqiu Guo, Jun Cheng. 256-261 [doi]
• Augmented Coupled Dictionary Learning for Image Super-ResolutionMuhammad Rushdi, Jeffrey Ho. 262-267 [doi]
• Studying the Effect of Class Imbalance in Ocean Turbine Fault Data on Reliable State DetectionJanell Duhaney, Taghi M. Khoshgoftaar, Amri Napolitano. 268-275 [doi]
• Cellular Differentiation Algorithm for High Dimensional Numerical Function OptimizationYanjiang Wang, Chengna Yuan, Weifeng Liu. 276-280 [doi]
• Online Recovery of Missing Values in Vital Signs Data Streams Using Low-Rank Matrix CompletionShiming Yang, Konstantinos Kalpakis, Colin F. Mackenzie, Lynn G. Stansbury, Deborah M. Stein, Thomas M. Scalea, Peter Fu-Ming Hu. 281-287 [doi]
• Analysis of Causality in Stock Market DataChathra Hendahewa, Vladimir Pavlovic. 288-293 [doi]
• An Efficient Algorithm for top-k Queries on Uncertain Data StreamsCaiyan Dai, Ling Chen, Yixin Chen, Keming Tang. 294-299 [doi]
• Perceptual User Study for Combined TreemapJie Liang, Mao Lin Huang, Quang Vinh Nguyen. 300-305 [doi]
• Feature Mapping and Fusion for Music Genre ClassificationHaythem Balti, Hichem Frigui. 306-310 [doi]
• Multi-atlas Based Image Selection with Label Image ConstraintYihui Cao, Xuelong Li, Pingkun Yan. 311-316 [doi]
• An Empirical Study on the Stability of Feature Selection for Imbalanced Software Engineering DataHuanjing Wang, Taghi M. Khoshgoftaar, Amri Napolitano. 317-323 [doi]
• Supervised Low Rank Matrix Approximation for Stable Feature SelectionSalem Alelyani, Huan Liu. 324-329 [doi]
• Applying Feature Selection to Short Time Wavelet Transformed Vibration Data for Reliability Analysis of an Ocean TurbineJanell Duhaney, Taghi M. Khoshgoftaar, Randall Wald. 330-337 [doi]
• Backtracking for More Efficient Large Scale Dynamic ProgrammingCharles Tripp, Ross D. Shachter. 338-343 [doi]
• Gradient-Based Algorithms for the Automatic Construction of Fuzzy Cognitive MapsSalomão Sampaio Madeiro, Fernando J. Von Zuben. 344-349 [doi]
• Randomized Sampling for Large Data Applications of SVMErik M. Ferragut, Jason Laska. 350-355 [doi]
• Obtaining Full Regularization Paths for Robust Sparse Coding with Applications to Face RecognitionJan Chorowski, Jacek M. Zurada. 356-361 [doi]
• Online Variational Learning for a Dirichlet Process Mixture of Dirichlet Distributions and its ApplicationWentao Fan, Nizar Bouguila. 362-367 [doi]
• Personalized Recommendation in Folksonomies Using a Joint Probabilistic Model of Users, Resources and TagsMuzaffer Ege Alper, Sule Gündüz Ögüdücü. 368-373 [doi]
• Pattern Identification Using Reconstructed Phase Space and Hidden Markov ModelWenjing Zhang, Xin Feng. 374-379 [doi]
• Compressive Clustering of High-Dimensional DataAndrzej Ruta, Fatih Porikli. 380-385 [doi]
• Binary Function Clustering Using Semantic HashesWesley Jin, Sagar Chaki, Cory Cohen, Arie Gurfinkel, Jeffrey Havrilla, Charles Hines, Priya Narasimhan. 386-391 [doi]
• Automated Storage Tiering Using Markov Chain Correlation Based ClusteringMalak Alshawabkeh, Alma Riska, Adnan Sahin, Motasem Awwad. 392-397 [doi]
• A Comparison of Graph Embedding Methods for Vertex NominationMing Sun, Minh Tang, Carey E. Priebe. 398-403 [doi]
• Graph Based Semi-supervised Non-negative Matrix Factorization for Document ClusteringNaiyang Guan, Xuhui Huang, Long Lan, Zhigang Luo, Xiang Zhang. 404-408 [doi]
• Can Frequent Itemset Mining Be Efficiently and Effectively Used for Learning from Graph Data?Thashmee Karunaratne, Henrik Boström. 409-414 [doi]
• Bias Selection Using Task-Targeted Random Subspaces for Robust Application of Graph-Based Semi-supervised LearningChristopher T. Symons, Ranga Raju Vatsavai, Goo Jun, Itamar Arel. 415-420 [doi]
• Cost-Sensitive Multi-strategy Active Annotation for Text ClassificationShilpa Arora, Pinar Donmez, Eric Nyberg. 421-426 [doi]
• Multi-label Collective Classification Using Adaptive NeighborhoodsTanwistha Saha, Huzefa Rangwala, Carlotta Domeniconi. 427-432 [doi]
• Meta-learning and Model Selection in Multi-objective Evolutionary AlgorithmsMartin Pilát, Roman Neruda. 433-438 [doi]
• Supervised Dictionary Learning via Non-negative Matrix Factorization for ClassificationYifeng Li, Alioune Ngom. 439-443 [doi]
• A Series Inspired CPG Model for Robot Walking ControlJiaqi Zhang, Xianchao Zhao, Chenkun Qi. 444-447 [doi]
• CPG and Reflexes Combined Adaptive Walking Control for AIBOXianchao Zhao, Jiaqi Zhang, Chenkun Qi. 448-453 [doi]
• Integrating Machine Learning Into a Medical Decision Support System to Address the Problem of Missing Patient DataAtif Khan, John A. Doucette, Robin Cohen, Daniel J. Lizotte. 454-457 [doi]
• Semi-Supervised Learning on Single-View Datasets by Integration of Multiple Co-trained ClassifiersJelena Slivka, Ping Zhang 0016, Aleksandar Kovacevic, Zora Konjovic, Zoran Obradovic. 458-463 [doi]
• Scalable Overlapping Co-clustering of Word-Document DataFabricio Olivetti De Franca. 464-467 [doi]
• Real-Time Statistical Background Learning for Foreground Detection under Unstable IlluminationsDawei Li, Lihong Xu, Erik D. Goodman. 468-472 [doi]
• Ordinal Data Classification Using Kernel Discriminant Analysis: A Comparison of Three ApproachesJaime S. Cardoso, Ricardo Sousa, Inês Domingues. 473-477 [doi]
• Interval-Valued Centroids in K-Means AlgorithmsBenjamine Nordin, Chenyi Hu, Bernard Chen, Victor S. Sheng. 478-481 [doi]
• A Novel Approach to Detect Smile ExpressionYuanzhi Zhang, Li Zhou, Tao Sun. 482-487 [doi]
• Structure Learning for Bayesian Networks Using the Physarum SolverTorsten Schön, Martin Stetter, Elmar Wolfgang Lang. 488-493 [doi]
• An Integrated Machine Learning and Case-Based Reasoning Approach to Answer ValidationIngo Glöckner, Karl-Heinz Weis. 494-499 [doi]
• Using Local Regression in Monte Carlo Tree SearchArisoa S. Randrianasolo, Larry D. Pyeatt. 500-503 [doi]
• An Artificial Immune System Based on Holland's Classifier as Network Intrusion DetectionArisoa S. Randrianasolo, Larry D. Pyeatt. 504-507 [doi]
• Taxonomic Dimensionality Reduction in Bayesian Text ClassificationRichard McAllister, John Sheppard. 508-513 [doi]
• Artificial Neural Network for Prediction of Ethnicity Based on Iris TextureAnahita Zarei, Duxing Mou. 514-519 [doi]
• Semantic Indexing of Video Simulations for Enhancing Medical Care During CrisesShuangshuang Jiang, Hichem Frigui, Aaron W. Calhoun. 520-525 [doi]
• Unsupervised Anomaly Detection in Transactional DataMohamed Bouguessa. 526-531 [doi]
• Riemannian Shape Analysis Based on Meridian CurvesShuisheng Xie, Jundong Liu, Charles D. Smith. 532-537 [doi]
• The Assessment of the Quality of Sugar Using Electronic Tongue and Machine Learning AlgorithmsTiemi C. Sakata, Katti Faceli, Tiago A. Almeida, Antonio Riul Junior, Wanessa M. D. M. F. Steluti. 538-541 [doi]
• A Normalized Criterion of Spatial Clustering in Model-Based FrameworkX. Z. Wang, Edith Grall-Maës, Pierre Beauseroy. 542-547 [doi]
• Muscle Categorization Using Quantitative Needle Electromyography: A 2-Stage Gaussian Mixture Model Based ApproachMeena Abdelmaseeh, Pascal Poupart, Benn Smith, Daniel W. Stashuk. 548-553 [doi]
• Physics-Based Constraints in the Forward Modeling Analysis of Time-Correlated Image DataJames L. Carroll, Christopher D. Tomkins. 554-559 [doi]
• Regularized Probabilistic Latent Semantic Analysis with Continuous ObservationsHao Zhang, Richard E. Edwards, Lynne E. Parker. 560-563 [doi]
• A Statistical Associative Classifier with Automatic Estimation of Parameters on Computer Aided DiagnosisCarolina Y. V. Watanabe, Marcela Xavier Ribeiro, Agma J. M. Traina, Caetano Traina Jr.. 564-567 [doi]
• Mining Web to Detect Phishing URLsRam B. Basnet, Andrew H. Sung. 568-573 [doi]
• Macro-action Discovery Based on Change Point Detection and BoostingLeonidas Lefakis, François Fleuret. 574-577 [doi]
• A Multi-label and Adaptive Genre Classification of Web PagesChaker Jebari, M. Arif Wani. 578-581 [doi]
• Identifying Accuracy of Social Tags by Using Clustering Representations of Song LyricsYajie Hu, Mitsunori Ogihara. 582-585 [doi]
• Enhanced Multiagent Multi-objective Reinforcement Learning for Urban Traffic Light ControlMohamed Abdelaziz Khamis, Walid El-Sayed Ali Gomaa. 586-591 [doi]
• On the Use of SVMs to Detect Anomalies in a Stream of SIP MessagesRaihana Ferdous, Renato Lo Cigno, Alessandro Zorat. 592-597 [doi]
• Decremental Learning of Evolving Fuzzy Inference Systems Using a Sliding WindowManuel Bouillon, Éric Anquetil, Abdullah Almaksour. 598-601 [doi]
• Online Time Series Segmentation Using Temporal Mixture Models and Bayesian Model SelectionAllou Samé, Gérard Govaert. 602-605 [doi]
• Occluded Face Recognition Using Correntropy-Based Nonnegative Matrix FactorizationTolga Ensari, Jan Chorowski, Jacek M. Zurada. 606-609 [doi]
• Reinforcement Learning for Production Ramp-Up: A Q-Batch Learning ApproachStefanos Doltsinis, Pedro Ferreira, Niels Lohse. 610-615 [doi]
• Interaction Trees: Optimizing Ensembles of Decision Trees for Gene-Gene Interaction DetectionsAmin Assareh, L. Gwenn Volkert, Jing Li. 616-621 [doi]
• Scalable Ensemble Learning by Adaptive SamplingJianhua Chen. 622-625 [doi]
• Tensor-Based Temporal Behavior Analysis in Pain MedicineAndy Hall, Guangzhi Qu, Ishwar K. Sethi, Craig T. Hartrick. 626-629 [doi]
• Prediction of Protein Structures Using GPU Based Simulated AnnealingHui Li, Chunmei Liu. 630-633 [doi]
• Assessing Encoding Techniques through Correlation-Based MetricsGiuliano Armano, Emanuele Tamponi. 634-639 [doi]
• Predicting Congressional Votes Based on Campaign Finance DataSamuel Smith, Jae Yeon (Claire) Baek, Zhaoyi Kang, Dawn Song, Laurent El Ghaoui, Mario Frank. 640-645 [doi]
• Polynomial Correlation Filters for Human Face RecognitionMohamed AlKanhal, Ghulam Muhammad. 646-650 [doi]
• Block Level Video Steganalysis SchemeKesav Kancherla, Srinivas Mukkamala. 651-654 [doi]
• Estimation of Susceptibility to Landslides Using Neural Networks Based on the FALCON-ART ModelA. Viloria, C. Chang, M. C. Pineda, J. Viloria. 655-660 [doi]
• Prediction of the Calcium and Magnesium Content in Soils through a Generalized Regression Neural Networks and Genetic AlgorithmsY. Labrador, C. Chang, J. Viloria. 661-666 [doi]
• A New Continuum Regression Method for Quantitative Analysis of Raman SpectrumShuo Li, Jean Gao, James O. Nyagilo, Digant P. Dave. 667-670 [doi]
• A Sequential Multi-task Learning Neural Network with Metric-Based Knowledge TransferSimeng Yue, Seiichi Ozawa. 671-674 [doi]
• Numerical Solution of Dirichlet Boundary Value Problems for Partial Differential Equations Using Quantum-Behaved Particle Swarm Optimization with Random Gaussian FunctionYoungmin Ha. 675-680 [doi]
• Venue Recommendation: Submitting Your Paper with StyleZaihan Yang, Brian D. Davison 0001. 681-686 [doi]
• A Sampling-Based Approach to Reducing the Complexity of Continuous State Space POMDPs by Decomposition Into Coupled Perceptual and Decision ProcessesRasool Fakoor, Manfred Huber. 687-692 [doi]
• Age-Group Classification of Facial ImagesLi Liu, Jianming Liu, Jun Cheng. 693-696 [doi]
• A Game Theoretic Framework for Communication in Fully Observable Multiagent SystemsTummalapalli Sudhamsh Reddy, Gergely V. Záruba, Manfred Huber. 697-702 [doi]