Table of Contents

• Arctic Sea Ice Extent Forecasting Using Support Vector RegressionTyler G. R. Reid, Paul M. Tarantino. 1-6 [doi]
• Budgeted Learning for Developing Personalized TreatmentKun Deng, Russ Greiner, Susan A. Murphy. 7-14 [doi]
• Modelling Mutual Information between Voiceprint and Optimal Number of Mel-Frequency Cepstral Coefficients in Voice DiscriminationKin Wah Edward Lin, Tian Feng, Natalie Agus, Clifford So, Simon Lui. 15-20 [doi]
• High Precision Screening for Android Malware with Dimensionality ReductionBritton Wolfe, Karim O. Elish, Danfeng Yao. 21-28 [doi]
• A Hybrid Genetic-Programming Swarm-Optimisation Approach for Examining the Nature and Stability of High Frequency Trading StrategiesAndreea-Ingrid Funie, Mark Salmon, Wayne Luk. 29-34 [doi]
• Protein Conformation Motion Modeling Using Sep-CMA-ESMaxim Buzdalov, Sergey Knyazev, Yuri Porozov. 35-40 [doi]
• LSH vs Randomized Partition Trees: Which One to Use for Nearest Neighbor Search?Kaushik Sinha. 41-46 [doi]
• Bayesian Nonparametric Inverse Reinforcement Learning for Switched Markov Decision ProcessesAmit Surana, Kunal Srivastava. 47-54 [doi]
• Varying Coefficient Models for Analyzing the Effects of Risk Factors on Pregnant Women's Blood PressureWenshuai Cheng, Liying Fang, Lin Yang, Han Zhao, Pu Wang, Jianzhuo Yan. 55-60 [doi]
• Ensemble Statistical and Heuristic Models for Unsupervised Word AlignmentMahsa Mohaghegh, Hossein Sarrafzadeh, Mehdi Mohammadi. 61-66 [doi]
• Reducing the Cost of Breaking Audio CAPTCHAs by Active and Semi-supervised LearningMalte Darnstädt, Hendrik Meutzner, Dorothea Kolossa. 67-73 [doi]
• LaCova: A Tree-Based Multi-label Classifier Using Label Covariance as Splitting CriterionReem Al-Otaibi, Meelis Kull, Peter A. Flach. 74-79 [doi]
• A Cyclic Contrastive Divergence Learning Algorithm for High-Order RBMsDingsheng Luo, Yi Wang, Xiaoqiang Han, Xihong Wu. 80-86 [doi]
• Learning to Rank with Only Positive ExamplesMingzhu Zhu, Wei Xiong, Yi-fang Brook Wu. 87-92 [doi]
• Learning Score Systems for Patient Mortality Prediction in Intensive Care Units via Orthogonal Matching PursuitAadirupa Saha, Chandrahas Dewangan, Harikrishna Narasimhan, Sriram Sampath, Shivani Agarwal 0001. 93-98 [doi]
• Improving Robustness of Gaussian Process-Based Inferential Control System Using Kernel Principle Component AnalysisAli Abusnina, Daniel Kudenko, Rolf Roth. 99-104 [doi]
• State Abstraction in Reinforcement Learning by Eliminating Useless DimensionsZhao Cheng, Laura E. Ray. 105-110 [doi]
• A Knowledge Growth and Consolidation Framework for Lifelong Machine Learning SystemsFernando Martínez-Plumed, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana. 111-116 [doi]
• Improving Named Entity Recognition for Morphologically Rich Languages Using Word EmbeddingsHakan Demir, Arzucan Ozgur. 117-122 [doi]
• Semi-supervised Kernel-Based Temporal ClusteringRodrigo Araujo, Mohamed S. Kamel. 123-128 [doi]
• Adding Diversity to Rank Examples in Anytime Nearest Neighbor ClassificationCristiano Inacio Lemes, Diego Furtado Silva, Gustavo E. A. P. A. Batista. 129-134 [doi]
• An Accurate, Fast Embedded Feature Selection for SVMsTarfa Hamed, Rozita Dara, Stefan C. Kremer. 135-140 [doi]
• A Switch-and-Restart Algorithm with Exponential Restart Strategy for Objective Selection and its Runtime AnalysisMaxim Buzdalov. 141-146 [doi]
• Improving Spectral Learning by Using Multiple RepresentationsAdam Drake, Dan Ventura. 147-152 [doi]
• Using Spectral Features to Improve Sentiment AnalysisAdam Drake, Dan Ventura. 153-158 [doi]
• Human Action Recognition Based on MOCAP Information Using Convolution Neural NetworksEarnest Paul Ijjina, C. Krishna Mohan. 159-164 [doi]
• Activity Recognition Using Graphical FeaturesSyeda Selina Akter, Lawrence B. Holder. 165-170 [doi]
• Sequential Logistic Principal Component Analysis (SLPCA): Dimensional Reduction in Streaming Multivariate Binary-State SystemZhaoyi Kang, Costas J. Spanos. 171-177 [doi]
• Human Action Recognition Based on Recognition of Linear Patterns in Action Bank Features Using Convolutional Neural NetworksEarnest Paul Ijjina, C. Krishna Mohan. 178-182 [doi]
• Reducing the Effects of Detrimental InstancesMichael R. Smith, Tony R. Martinez. 183-188 [doi]
• Adaptive Restructuring of Radial Basis Functions Using Integrate-and-Fire NeuronsJeremy A. Marvel. 189-194 [doi]
• On-Line Signature Verification Using Symbolic Aggregate Approximation (SAX) and Sequential Mining Optimization (SMO)Rakesh Deivachilai, Tim Oates. 195-200 [doi]
• Improved kNN Rule for Small Training SetsSunsern Cheamanunkul, Yoav Freund. 201-206 [doi]
• Extraction of Unexpected Rules from Twitter Hashtags and its Application to Sport EventsMariam Adedoyin-Olowe, Mohamed Medhat Gaber, Carlos J. Martín-Dancausa, Frederic Stahl. 207-212 [doi]
• A Machine Learning Approach to Combining Individual Strength and Team Features for Team RecommendationHaibin Liu, Mu Qiao, Daniel B. Greenia, Rama Akkiraju, Stephen Dill, Taiga Nakamura, Yang Song, Hamid R. Motahari Nezhad. 213-218 [doi]
• Topic Detection in Instant MessagesHan Zhang, Chang-Dong Wang, Jian-Huang Lai. 219-224 [doi]
• WiFi Localization for Mobile Robots Based on Random Forests and GPLVMReda Elbasiony, Walid Gomaa. 225-230 [doi]
• Geometric PDEs on Weighted Graphs for Semi-supervised ClassificationMatthieu Toutain, Abderrahim Elmoataz, Olivier Lézoray. 231-236 [doi]
• Visualising Singing Style under Common Musical Events Using Pitch-Dynamics Trajectories and Modified TRACLUS ClusteringKin Wah Edward Lin, Hans Anderson, Natalie Agus, Clifford So, Simon Lui. 237-242 [doi]
• Multi-variable Neural Network Forecasting Using Two Stage Feature SelectionRohit Rawat, Kunal Vora, Michael T. Manry, Gautam Eapi. 243-250 [doi]
• Genetically Supervised Self-Organizing Map for the Classification of Glass SamplesRichard de Groof, Iren Valova. 251-256 [doi]
• Q-Learning: From Computer Network Security to Software SecurityArisoa S. Randrianasolo, Larry D. Pyeatt. 257-262 [doi]
• Example-Dependent Cost-Sensitive Logistic Regression for Credit ScoringAlejandro Correa Bahnsen, Djamila Aouada, Björn E. Ottersten. 263-269 [doi]
• Time Warping Symbolic Aggregation Approximation with Bag-of-Patterns Representation for Time Series ClassificationZhiguang Wang, Tim Oates. 270-275 [doi]
• Variational Inference on Infinite Mixtures of Inverse Gaussian, Multinomial Probit and Exponential RegressionS. K. Minhazul Islam, Arunava Banerjee. 276-281 [doi]
• Recommendation Systems for Markets with Two Sided PreferencesAnjan Goswami, Fares Hedayati, Prasant Mohapatra. 282-287 [doi]
• An Analysis of Instance Selection for Neural Networks to Improve Training SpeedXunhu Sun, Philip K. Chan. 288-293 [doi]
• Concept Drift Awareness in Twitter StreamsJoana Cósta, Catarina Silva, Mário João Gonçalves Antunes, Bernardete Ribeiro. 294-299 [doi]
• Automated Scoring of the Level of Integrative Complexity from Text Using Machine LearningAardra Kannan Ambili, Khaled M. Rasheed. 300-305 [doi]
• Feature Selections for Effectively Localizing Faulty Events in GUI ApplicationsXiaozhen Xue, Yulei Pang, Akbar Siami Namin. 306-311 [doi]
• Uncertainty Quantified Matrix Completion Using Bayesian Hierarchical Matrix FactorizationFarideh Fazayeli, Arindam Banerjee, Jens Kattge, Franziska Schrodt, Peter B. Reich. 312-317 [doi]
• Post-Processing Association Rules Using Networks and Transductive LearningRenan de Padua, Solange Oliveira Rezende, Veronica Oliveira de Carvalho. 318-323 [doi]
• Detection of Abnormal Human Behavior Using a Matrix Approximation-Based ApproachLijun Wang, Ming Dong. 324-329 [doi]
• Dimensionality Reduction in Statistical LearningAlexander V. Bernstein, Alexander P. Kuleshov. 330-335 [doi]
• Supervised Music Chord RecognitionImad Rida, Romain Herault, Gilles Gasso. 336-341 [doi]
• Computation of a Rejection Threshold Used for the Bayes ClassifierMatthias Blankenburg, Christian Bloch, Jörg Krüger. 342-349 [doi]
• Combining Exact and Metaheuristic Techniques for Learning Extended Finite-State Machines from Test Scenarios and Temporal PropertiesDaniil Chivilikhin, Vladimir Ulyantsev, Anatoly Shalyto. 350-355 [doi]
• Applying Swarm Ensemble Clustering Technique for Fault Prediction Using Software MetricsRodrigo A. Coelho, Fabricio dos R. N. Guimaraes, Ahmed Ali Abdalla Esmin. 356-361 [doi]
• Expert Bayes: Automatically Refining Manually Built Bayesian NetworksEzilda Almeida, Pedro Ferreira, Tiago T. V. Vinhoza, Inês de Castro Dutra, Paulo Vinicius Koerich Borges, Yirong Wu, Elizabeth S. Burnside. 362-366 [doi]
• Improving Performance on Problems with Few Labelled Data by Reusing Stacked Auto-EncodersTelmo Amaral, Chetak Kandaswamy, Luís M. Silva, Luís A. Alexandre, Joaquim Marques de Sá, Jorge M. Santos. 367-372 [doi]
• Learning Good Features to TrackRaed Almomani, Ming Dong, Zhou Liu. 373-378 [doi]
• Implementation of Machine Learning for Classifying Hemiplegic Gait Disparity through Use of a Force PlateRobert LeMoyne, Wesley Kerr, Timothy Mastroianni, Anthony Hessel. 379-382 [doi]
• Using k-Nearest Neighbor and Speaker Ranking for Phoneme PredictionMuhammad Rizwan, David V. Anderson. 383-387 [doi]
• One-Shot Periodic Activity Recognition Using Convolutional Neural NetworksEarnest Paul Ijjina, C. Krishna Mohan. 388-391 [doi]
• Facial Expression Recognition Using Kinect Depth Sensor and Convolutional Neural NetworksEarnest Paul Ijjina, C. Krishna Mohan. 392-396 [doi]
• Using Balanced Random Forests on Load Spectrum Data for Classifying Component Failures of a Hybrid Electric Vehicle FleetPhilipp Bergmeir, Christof Nitsche, Jurgen Nonnast, Michael Bargende, Peter Antony, Uwe Keller. 397-404 [doi]
• Multimodal Sparsity-Eager Support Vector Machines for Music ClassificationKamelia Aryafar, Ali Shokoufandeh. 405-408 [doi]
• A Better Case Adaptation Method for Case-Based Effort Estimation Using Multi-objective OptimizationAli Bou Nassif, Shadi Banitaan. 409-414 [doi]
• Employing Markov Networks on Curriculum Graphs to Predict Student PerformanceAhmad Slim, Gregory L. Heileman, Jarred Kozlick, Chaouki T. Abdallah. 415-418 [doi]
• Leveraging Machine Learning Algorithms to Perform Online and Offline Highway Traffic Flow PredictionsArezou Moussavi Khalkhali, Mo Jamshidi, Lutcher Brown. 419-423 [doi]
• OUPS: A Combined Approach Using SMOTE and Propensity Score MatchingWilliam A. Rivera, Amit Goel, J. Peter Kincaid. 424-427 [doi]
• A Comparison of Supervised Machine Learning Techniques for Predicting Short-Term In-Hospital Length of Stay among Diabetic PatientsApril Morton, Eman Marzban, Georgios Giannoulis, Ayush Patel, Rajender Aparasu, Ioannis A. Kakadiaris. 428-431 [doi]
• Diagnosis Using Incomplete Model in Fuzzy Discrete Event System: Application to Crisis ManagementMoussa Traore, Eric Châtelet, Eddie Soulier, Hossam Gaber. 432-440 [doi]
• Incremental SVD for Insight into Wind GenerationChandrika Kamath, Ya-Ju Fan. 441-446 [doi]
• Transient Characteristics of DC-DC Converter with PID Parameters Selection and Neural Network ControlHidenori Maruta, Daiki Mitsutake, Fujio Kurokawa. 447-452 [doi]
• Intelligent Crude Oil Price ForecasterArdalan Tebyanian, Fares Hedayati. 453-455 [doi]
• Next Generation Application-Layer DDoS Defences: Applying the Concepts of Outlier Detection in Data Streams with Concept DriftDusan Stevanovic, Natalija Vlajic. 456-462 [doi]
• TSD: Detecting Sybil Accounts in TwitterMansour Alsaleh, Abdulrahman Alarifi, AbdulMalik S. Al-Salman, Mohammed Alfayez, Abdulmajeed Almuhaysin. 463-469 [doi]
• An Intelligent Technique for Detecting Malicious Users on Mobile StoresRamazan Terzi, Uraz Yavanoglu, Duygu Sinanc, Dogac Oguz, Semra Cakir. 470-477 [doi]
• Age Estimation from Fingerprints: Examination of the Population in TurkeyEyup Burak Ceyhan, Seref Sagiroglu, Ramazan Cesur, Kadriye Oner. 478-481 [doi]
• Comparative Study of Different Classification Techniques: Heart Disease Use CaseHanen Bouali, Jalel Akaichi. 482-486 [doi]
• Dynamic Inclusion of New Event Types in Visual Inspection Using Evolving ClassifiersEdwin Lughofer, Eva Weigl, Wolfgang Heidl, Thomas Radauer. 487-494 [doi]
• Speeding Learning of Personalized Audio EqualizationBongjun Kim, Bryan Pardo. 495-499 [doi]
• A Semi-supervised Clustering Approach for Semantic Slot LabellingHeriberto Cuayáhuitl, Nina Dethlefs, Helen F. Hastie. 500-505 [doi]
• Multimodal Music and Lyrics Fusion Classifier for Artist IdentificationKamelia Aryafar, Ali Shokoufandeh. 506-509 [doi]
• Machine-Sourced Segmentations vs. Expert-Sourced Segmentations for the Classification of Lung Nodules with Outlier RemovalMayra Alejandra Molina Puentes, Jacob D. Furst, Daniela Stan Raicu. 510-515 [doi]
• Tool Machines with Brains - Touchless Wheel Alignment with Neural NetworksKarl-Heinz Weis. 516-520 [doi]
• Performance Comparison of Major Classical Face Recognition TechniquesFarooq Ahmad Bhat, M. Arif Wani. 521-528 [doi]
• Assessment of Different Image Clutter Metrics Using Multivariate Analyses and Neurofuzzy SystemDeok Hee Nam, Harpreet Singh. 529-534 [doi]
• A Genetic Algorithm Approach to Partitioning Clustering: A Case Study on M.Sc. ApplicantsKittichai Lavangnananda, Ratipong Poolphol. 535-540 [doi]
• American Sign Language Recognition Using Leap Motion SensorChing-Hua Chuan, Eric Regina, Caroline Guardino. 541-544 [doi]
• Learner Engagement Measurement and Classification in 1: 1 LearningSinem Aslan, Zehra Cataltepe, Itai Diner, Onur Dundar, Asli A. Esme, Ron Ferens, Gila Kamhi, Ece Oktay, Canan Soysal, Murat Yener. 545-552 [doi]
• An Intelligent Tutoring System for Argument-Making in Higher Education: A Pilot StudyChing-Hua Chuan, Daniel Dinsmore, Joseph Schmuller, Tyler Morris. 553-556 [doi]
• Automatically Filtering Irrelevant Words for Applications in Language AcquisitionGihad Sohsah, Emrah Akkurt, Ilkin Safarli, Muhammed Unal, Onur Guzey. 557-561 [doi]
• A Clustering-Based Grouping Model for Enhancing Collaborative LearningYulei Pang, Feiya Xiao, Huaying Wang, Xiaozhen Xue. 562-567 [doi]
• Improving an Early Warning System to Prediction of Student Examination AchievementHanife Goker, Halil-Ibrahim Bulbul. 568-573 [doi]
• Investigating Sentimental Relation between Social Media Presence and Academic Success of Turkish UniversitiesSedef Gunduz, Fatih Demirhan, Seref Sagiroglu. 574-579 [doi]
• Improved Selection of Auxiliary Objectives Using Reinforcement Learning in Non-stationary EnvironmentIrina Petrova, Arina Buzdalova, Maxim Buzdalov. 580-583 [doi]
• A New Algorithm for Adaptive Online Selection of Auxiliary ObjectivesArina Buzdalova, Maxim Buzdalov. 584-587 [doi]
• Iterative Hard Thresholding for Keyword Extraction from Large Text CorporaSteve Yadlowsky, Preetum Nakkarin, Jingyan Wang, Rishi Sharma, Laurent El Ghaoui. 588-593 [doi]
• A Novel Bayesian Network Based Scheme for Finding the Optimal Solution to Stochastic Online Equi-partitioning ProblemsSondre Glimsdal, Ole-Christoffer Granmo. 594-599 [doi]
• Automatic Gender Classification System from Finger 2D: 4D Ratio and Comparison of Successes with Using Different AlgorithmEyup Burak Ceyhan, Seref Sagiroglu, Ramazan Cesur, Kadriye Oner. 600-605 [doi]
• Causal Discovery from Spatio-Temporal Data with Applications to Climate ScienceImme Ebert-Uphoff, Yi Deng. 606-613 [doi]
• Graphical Model Based Approach for Fault Diagnosis of Wind TurbinesAdel Aloraini, Moamar Sayed Mouchaweh. 614-619 [doi]
• A Directed Acyclic Graphical Approach and Ensemble Feature Selection for a Better Drug Development Strategy Using Partial Knowledge from KEGG Signalling PathwaysAdel Aloraini. 620-624 [doi]