Table of Contents

• Feature Selection Using Gustafson-Kessel Fuzzy Algorithm in High Dimension Data ClusteringGeorge Georgiev, Natacha Gueorguieva, Matthew Chiappa, Austin Krauza. 1-6 [doi]
• Coordinate Descent Fuzzy Twin Support Vector Machine for ClassificationBin-Bin Gao, Jianjun Wang, Yao Wang, Chan-Yun Yang. 7-12 [doi]
• Self-Configuring and Evolving Fuzzy Image ThresholdingAhmed A. Othman, Hamid R. Tizhoosh, Farzad Khalvati. 13-18 [doi]
• Adaptive Fuzzy Prediction for Automotive Applications UsageShiqi Qiu, Ryan A. McGee, Yi Li Murphey. 19-24 [doi]
• Learning Multi-valued Biological Models with Delayed Influence from Time-Series ObservationsTony Ribeiro, Morgan Magnin, Katsumi Inoue, Chiaki Sakama. 25-31 [doi]
• A Proposal of a Methodological Framework with Experimental Guidelines to Investigate Clustering Stability on Financial Time SeriesGautier Marti, Philippe Very, Philippe Donnat, Frank Nielsen. 32-37 [doi]
• Evaluating Real-Time Anomaly Detection Algorithms - The Numenta Anomaly BenchmarkAlexander Lavin, Subutai Ahmad. 38-44 [doi]
• A Study of the Use of Complexity Measures in the Similarity Search Process Adopted by kNN Algorithm for Time Series PredictionAntonio Rafael Sabino Parmezan, Gustavo E. A. P. A. Batista. 45-51 [doi]
• The Influence of Sample Reconstruction on Stock Trend Prediction via NARX Neural NetworkYi Wei, Vipin Chaudhary. 52-57 [doi]
• Statistical Fault Localization Based on Importance SamplingAkbar Siami Namin. 58-63 [doi]
• Statistical Learning via Manifold LearningAlexander V. Bernstein, Alexander P. Kuleshov, Yury Yanovich. 64-69 [doi]
• Topic Novelty Detection Using Infinite Variational Inverted Dirichlet Mixture ModelsWentao Fan, Nizar Bouguila. 70-75 [doi]
• Evaluating the Uncertainty of a Bayesian Network Query Response by Using Joint Probability DistributionYang Shao, Toshinori Miyoshi, Yasutaka Hasegawa, Hideyuki Ban. 76-81 [doi]
• Nonparametric Bayesian Modeling for Automated Database Schema MatchingErik M. Ferragut, Jason A. Laska. 82-88 [doi]
• Performance Analysis of Majority Vote Combiner for Multiple Classifier SystemsMohammed Falih Hassan, Ikhlas Abdel-Qader. 89-95 [doi]
• The Effect of Dataset Size on Training Tweet Sentiment ClassifiersJoseph D. Prusa, Taghi M. Khoshgoftaar, Naeem Seliya. 96-102 [doi]
• Complex Decomposition of the Negative Distance KernelTim vor der Brück, Steffen Eger, Alexander Mehler. 103-108 [doi]
• A Family of Chisini Mean Based Jensen-Shannon Divergence KernelsPiyush Kumar Sharma, Gary Holness, Yuri Markushin, Noureddine Melikechi. 109-115 [doi]
• Online One-Class SVMs with Active-Set Optimization for Data StreamsKatelyn Gao. 116-121 [doi]
• Example-Specific Density Based Matching Kernels for Scene Classification Using Support Vector MachinesAbhijeet Sachdev, Veena Thenkanidiyoor, Aroor Dinesh Dileep, C. Chandra Sekhar. 122-127 [doi]
• Medical Image Classification via SVM Using LBP Features from Saliency-Based Folded DataZehra Camlica, Hamid R. Tizhoosh, Farzad Khalvati. 128-132 [doi]
• SMS Spam Filtering Through Optimum-Path Forest-Based ClassifiersDheny Fernandes, Kelton A. P. da Costa, Tiago A. Almeida, João Paulo Papa. 133-137 [doi]
• TubeSpam: Comment Spam Filtering on YouTubeTúlio C. Alberto, Johannes V. Lochter, Tiago A. Almeida. 138-143 [doi]
• Optimizing Attack Surface and Configuration Diversity Using Multi-objective Reinforcement LearningBentz Tozer, Thomas A. Mazzuchi, Shahram Sarkani. 144-149 [doi]
• A Review of Machine Learning Solutions to Denial-of-Services Attacks in Wireless Sensor NetworksSedef Gunduz, Bilgehan Arslan, Mehmet Demirci. 150-155 [doi]
• A Hybrid Method for Intrusion DetectionYavuz Canbay, Seref Sagiroglu. 156-161 [doi]
• Scalable Learning of Entity and Predicate Embeddings for Knowledge Graph CompletionPasquale Minervini, Nicola Fanizzi, Claudia d'Amato, Floriana Esposito. 162-167 [doi]
• Measuring and Modelling Delays in Robot Manipulators for Temporally Precise Control Using Machine LearningThomas Timm Andersen, Heni Ben Amor, Nils Axel Andersen, Ole Ravn. 168-175 [doi]
• Metabolic Profiling of 1H NMR Spectra in Chronic Kidney Disease with Local Predictive ModelingMargaux Luck, Anastasia Yartseva, Gildas Bertho, Eric Thervet, Philippe Beaune, Nicolas Pallet, Cécilia Damon. 176-181 [doi]
• Predicting Churn of Expert Respondents in Social Networks Using Data Mining Techniques: A Case Study of Stack OverflowIfeoma Adaji, Julita Vassileva. 182-189 [doi]
• Predictable Feature AnalysisStefan Richthofer, Laurenz Wiskott. 190-196 [doi]
• Speaker Identification in Medical Simulation Data Using Fisher Vector RepresentationShuangshuang Jiang, Hichem Frigui, Aaron W. Calhoun. 197-201 [doi]
• A Machine Learning Approach to False Alarm Detection for Critical Arrhythmia AlarmsXing Wang, Yifeng Gao, Jessica Lin 0001, Huzefa Rangwala, Ranjeev Mittu. 202-207 [doi]
• Detecting Credit Card Fraud Using Periodic FeaturesAlejandro Correa Bahnsen, Djamila Aouada, Aleksandar Stojanovic, Björn E. Ottersten. 208-213 [doi]
• Classification of Evolving Data Streams with Infinitely Delayed LabelsVinícius M. A. de Souza, Diego Furtado Silva, Gustavo E. A. P. A. Batista, João Gama. 214-219 [doi]
• Sparse Temporal Difference Learning via Alternating Direction Method of MultipliersNikos Tsipinakis, James D. B. Nelson. 220-225 [doi]
• Transfer Learning of Air Combat BehaviorArmon Toubman, Jan Joris Roessingh, Pieter Spronck, Aske Plaat, H. Jaap van den Herik. 226-231 [doi]
• Integrating Active Learning with Supervision for Crowdsourcing GeneralizationZhenyu Shu, Victor S. Sheng, Yang Zhang, Dianhong Wang, Jing Zhang, Heng Chen. 232-237 [doi]
• Active Information Retrieval for Linking Twitter Posts with Political DebatesRaheleh Makki, Axel J. Soto, Stephen Brooks, Evangelos E. Milios. 238-245 [doi]
• A Highly Distributable Computational Framework for Fast Cloud Data RetrievalAmir H. Basirat, Asad I. Khan, Bala Srinivasan. 246-250 [doi]
• Online Learning Algorithm for Collective LDAXiaoyu Chen, Jiangchao Yao, Yanfeng Wang, Ya Zhang. 251-258 [doi]
• Automatic Topic Labeling Using Ontology-Based Topic ModelsMehdi Allahyari, Krys Kochut. 259-264 [doi]
• Investigating Eating Behaviours Using Topic ModelsRuth White, William S. Harwin, William Holderbaum, Laura Johnson. 265-270 [doi]
• Fine-Grained Opinion Extraction with Markov Logic NetworksLuis Gerardo Mojica, Vincent Ng. 271-276 [doi]
• The Effect of Clustering on Data PrivacyPelin Canbay, Hayri Sever. 277-282 [doi]
• Detection of SSH Brute Force Attacks Using Aggregated Netflow DataMaryam M. Najafabadi, Taghi M. Khoshgoftaar, Chad Calvert, Clifford Kemp. 283-288 [doi]
• A Machine-Learning Based Approach for Measuring the Completeness of Online Privacy PoliciesNiharika Guntamukkala, Rozita Dara, Gary Gréwal. 289-294 [doi]
• Combating Comment Spam with Machine Learning ApproachesMansour Alsaleh, Abdulrahman Alarifi, Fatima Al-Quayed, AbdulMalik S. Al-Salman. 295-300 [doi]
• Using Bipartite Anomaly Features for Cyber Security ApplicationsEric L. Goodman, Joe Ingram, Shawn Martin, Dirk Grunwald. 301-306 [doi]
• Effective User Authentications Using Keystroke Dynamics Based on Feature SelectionsAlaa Darabseh, Akbar Siami Namin. 307-312 [doi]
• Statistical Downscaling of Climate Change Scenarios of Rainfall and Temperature over Indira Sagar Canal Command Area in Madhya Pradesh, IndiaRituraj, Shukla. 313-317 [doi]
• Prediction of SPEI Using MLR and ANN: A Case Study for Wilsons Promontory Station in VictoriaSoukayna Mouatadid, Ravinesh C. Deo, Jan F. Adamowski. 318-324 [doi]
• Prediction of Sunspot Number Using Minimum Error Entropy Cost Based Kernel Adaptive FiltersPratik Prabhanjan Brahma. 325-329 [doi]
• Secure Data Aggregation Model (SDAM) in Wireless Sensor NetworksMohamed Ben Haj Frej, Khaled Elleithy. 330-334 [doi]
• A New Video Steganography Algorithm Based on the Multiple Object Tracking and Hamming CodesRamadhan J. Mstafa, Khaled M. Elleithy. 335-340 [doi]
• A Novel Study for the Modeling of Monthly Evaporation Using K-Nearest Neighbor Algorithms for a Semi-Arid Continental ClimateOnur Genc, Ali Dag, Mehmet Ardiclioglu. 341-346 [doi]
• Parallelization of Minimum Probability Flow on Binary Markov Random FieldsJames Brofos, Rui Shu. 347-350 [doi]
• Automatically Discovering Fatigue Patterns from Sparsely Labelled Temporal DataKaren Guo, Paul Schrater. 351-355 [doi]
• Increasing Grid Flexibility Through Improved Electricity Demand Prediction in NicaraguaStephen Suffian, Diego Ponce de León Baridó, Madhura Ingalhalikar, Pritpal Singh. 356-359 [doi]
• Patient Identification for Telehealth ProgramsMartha Ganser, Sauptik Dhar, Unmesh Kurup, Carlos Cunha, Aca Gacic. 360-363 [doi]
• Layer-Specific Adaptive Learning Rates for Deep NetworksBharat Singh, Soham De, Yangmuzi Zhang, Thomas Goldstein, Gavin Taylor. 364-368 [doi]
• Model Shrinking for Embedded Keyword SpottingMing Sun, Varun Nagaraja, Bjorn Hoffmeister, Shiv Vitaladevuni. 369-374 [doi]
• Vibration Learning and Control towards Vibration Actuated Robotic SystemsWoong Yeol Joe. 375-377 [doi]
• Nearest Neighbor Minutia Quadruplets Based Fingerprint Matching with Reduced Time and Space ComplexityA. Tirupathi Rao, N. Pattabhi Ramaiah, V. Raghavendra Reddy, C. Krishna Mohan. 378-381 [doi]
• Hidden Markov Support Vector Machines for Self-Paced Brain Computer InterfacesHossein Bashashati, Rabab K. Ward, Ali Bashashati. 382-385 [doi]
• Linear KernelPCA and K-Means Clustering Using New Estimated Eigenvectors of the Sample Covariance MatrixNassara Elhadji Ille Gado, Edith Grall-Maës, Malika Kharouf. 386-389 [doi]
• Active Learning for One-Class ClassificationVincent Barnabe-Lortie, Colin Bellinger, Nathalie Japkowicz. 390-395 [doi]
• A Generic Platform to Automate Legal Knowledge Work Process Using Machine LearningK. M. Annervaz, Jovin George, Shubhashis Sengupta. 396-401 [doi]
• Application of a Multilayer Perceptron Neural Network for Classifying Software Platforms of a Powered Prosthesis through a Force PlateRobert LeMoyne, Timothy Mastroianni, Anthony Hessel, Kiisa Nishikawa. 402-405 [doi]
• Ankle Rehabilitation System with Feedback from a Smartphone Wireless Gyroscope Platform and Machine Learning ClassificationRobert LeMoyne, Timothy Mastroianni, Anthony Hessel, Kiisa Nishikawa. 406-409 [doi]
• Lambda Consensus ClusteringDouglas R. Heisterkamp. 410-413 [doi]
• An Application of Neural Networks to Predicting Mastery of Learning Outcomes in the Treatment of Autism Spectrum DisorderErik Linstead, Rene German, Dennis Dixon, Doreen Granpeesheh, Marlena Novack, Alva Powell. 414-418 [doi]
• Anomalies Detection in Smart-Home ActivitiesLabiba Gillani Fahad, Muttukrishnan Rajarajan. 419-422 [doi]
• An Automatic Recognition for the Auditory Brainstem Response WaveformBalemir Uragun. 423-428 [doi]
• Eye State Prediction from EEG Data Using Boosted Rotational ForestsCameron R. Hamilton, Shervin Shahryari, Khaled M. Rasheed. 429-432 [doi]
• Data-Based Statistical Models of Data NetworksAlexander P. Kuleshov, Alexander V. Bernstein, Yury Agalakov. 433-438 [doi]
• Scrubbing the Web for Association Rules: An Application in Predictive TextJustin Lovinger, Iren Valova. 439-442 [doi]
• Restricted Boltzmann Machine for Nonlinear System ModelingErick De la Rosa, Wen Yu. 443-446 [doi]
• Using Vector Quantization of Hough Transform for Circle DetectionBing Zhou. 447-450 [doi]
• Human Action Recognition Using Accelerated Variational Learning of Infinite Dirichlet Mixture ModelsWentao Fan, Hassen Sallay, Nizar Bouguila, Ji-Xiang Du. 451-456 [doi]
• A Multiscale Spectral Method for Learning Number of ClustersAnna V. Little, Alicia Byrd. 457-460 [doi]
• Learning from Synthetic Data Using a Stacked Multichannel AutoencoderXi Zhang, Yanwei Fu, Shanshan Jiang, Leonid Sigal, Gady Agam. 461-464 [doi]
• Analyzing the Gender Wage Gap in Ontario's Public SectorLuiza Antonie, Andrew D'Angelo, Gary Gréwal, Miana Plesca. 465-470 [doi]
• MDL-based Hierarchical ClusteringZdravko Markov. 471-474 [doi]
• A Bayesian Classification Approach to Improving Performance for a Real-World Sales Forecasting ApplicationClaire Gallagher, Michael G. Madden, Brian D'Arcy. 475-480 [doi]
• Demographic Group Classification of Smart Device UsersAdel R. Alharbi, Mitchell A. Thornton. 481-486 [doi]
• Data-Driven Kernels via Semi-supervised Clustering on the ManifoldJared Lundell, Charles DuHadway, Dan Ventura. 487-492 [doi]
• An Empirical Study on Structured Dichotomies in Music Genre ClassificationTom Arjannikov, John Z. Zhang. 493-496 [doi]
• Real-Time American Sign Language Recognition System Using Surface EMG SignalCelal Savur, Ferat Sahin. 497-502 [doi]
• Path for Kernel Adaptive One-Class Support Vector MachineVan Khoa Le, Pierre Beauseroy. 503-508 [doi]
• Predicting Energy Demand Peak Using M5 Model TreesSara S. Abdelkader, Katarina Grolinger, Miriam A. M. Capretz. 509-514 [doi]
• Mining Clusters in XML Corpora Based on Bayesian Generative Topic ModelingGianni Costa, Riccardo Ortale. 515-520 [doi]
• Predicting New Friendships in Social NetworksAnvardh Nanduri, Huzefa Rangwala. 521-526 [doi]
• Does the Inclusion of Data Sampling Improve the Performance of Boosting Algorithms on Imbalanced Bioinformatics Data?Alireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano. 527-534 [doi]
• Utilizing Ensemble, Data Sampling and Feature Selection Techniques for Improving Classification Performance on Tweet Sentiment DataJoseph Prusa, Taghi M. Khoshgoftaar, Amri Napolitano. 535-542 [doi]
• Predicting Vulnerable Software Components through N-Gram Analysis and Statistical Feature SelectionYulei Pang, Xiaozhen Xue, Akbar Siami Namin. 543-548 [doi]
• A Non-parametric Hidden Markov Clustering Model with Applications to Time Varying User Activity AnalysisWutao Wei, Chuanhai Liu, Michael Yu Zhu, Sorin Adam Matei. 549-554 [doi]
• SkILL - A Stochastic Inductive Logic LearnerJoana Côrte-Real, Theofrastos Mantadelis, Inês de Castro Dutra, Ricardo Rocha, Elizabeth S. Burnside. 555-558 [doi]
• RPC: An Efficient Classifier Ensemble Using Random ProjectionsLovedeep Gondara. 559-564 [doi]
• Wineinformatics: Uncork Napa's Cabernet Sauvignon by Association Rule Based ClassificationBernard Chen, Valentin Velchev, Bryce Nicholson, Joey Garrison, Moani Iwamura, Ryan Battisto. 565-569 [doi]
• A Support Vector Classification Model with Partial Empirical Risks GivenLinkai Luo, Ling-Jun Ye, Qifeng Zhou, Hong Peng. 570-575 [doi]
• Unsupervised Learning and Image Classification in High Performance Computing ClusterItauma Itauma, Melih S. Aslan, Flavio Villanustre, Xuewen Chen. 576-581 [doi]
• Deep Neural Networks with Parallel Autoencoders for Learning Pairwise Relations: Handwritten Digits SubtractionTianchuan Du, Li Liao. 582-587 [doi]
• Constrained Projective Non-negative Matrix Factorization for Semi-supervised Multi-label LearningXiang Zhang, Naiyang Guan, Zhigang Luo, Xuejun Yang. 588-593 [doi]
• ABC-sampling for Balancing Imbalanced Datasets Based on Artificial Bee Colony AlgorithmAli Braytee, Farookh Khadeer Hussain, Ali Anaissi, Paul J. Kennedy. 594-599 [doi]
• State Tracking of Composite Delaminations with a Bayesian FilterElizabeth D. Gregory, Stephen D. Holland. 600-603 [doi]
• Local Coordinate Projective Non-negative Matrix FactorizationQing Liao, Xiang Zhang, Naiyang Guan, Qian Zhang. 604-607 [doi]
• EEG-based Secondary Task Detection in a Multiple Objective Operational EnvironmentJoseph J. Giametta, Brett J. Borghetti. 608-613 [doi]
• Population Migration Using Dominance in Multi-population Cultural AlgorithmsSantosh Upadhyayula, Ziad Kobti. 614-617 [doi]
• Prediction of Users' Response Time in Q&A CommunitiesNikolay Burlutskiy, Andrew Fish, Nour Ali, Miltos Petridis. 618-623 [doi]
• Weakly Supervised Learning of Dialogue Structure in MOOC Forum ThreadsRobert Fisher, Reid G. Simmons, Caroline Malin-Mayor. 624-627 [doi]
• Sequential Covariance-Matrix Estimation with Application to Mitigating Catastrophic ForgettingTomer Lancewicki, Benjamin Goodrich, Itamar Arel. 628-633 [doi]
• A Model of Local Binary Pattern Feature Descriptor for Valence Facial Expression ClassificationRuth Agada, Jie Yan. 634-639 [doi]
• VISAGE: A Support Vector Machine Approach to Group Dynamic AnalysisAbhilasha Ravichander, Supriya Vijay, Varshini Ramaseshan, S. Natarajan. 640-643 [doi]
• Extracting Topical Information of Tweets Using HashtagsZeynep Zengin Alp, Sule Gündüz Ögüdücü. 644-648 [doi]
• On Asymmetric Similarity SearchAnkita Garg, Catherine G. Enright, Michael G. Madden. 649-654 [doi]
• Deep Neural Networks: A Case Study for Music Genre ClassificationArjun Raj Rajanna, Kamelia Aryafar, Ali Shokoufandeh, Raymond Ptucha. 655-660 [doi]
• WNN-based Fast Event Pattern Detection and Prediction Using Reversed Pattern Tree for Cloud System Reliability ManagementZhengping Wu, Yuanyao Liu. 661-666 [doi]
• Boosting with Adaptive Sampling for Multi-class ClassificationJianhua Chen. 667-672 [doi]
• Solving the Academic Timetable Problem Thinking on Student NeedsMaria Weslane Sousa Almeida, João Paulo Souza Medeiros, Patricia Rufino Oliveira. 673-676 [doi]
• Multiple Imputation of Missing Residuals for Fault Classification: A Wind Turbine ApplicationEman M. Nejad, Roozbeh Razavi-Far, Q. M. Jonathan Wu, Mehrdad Saif. 677-680 [doi]
• Semi Supervised Learning for Human Activity Recognition Using Depth CamerasMoustafa F. Mabrouk, Nagia M. Ghanem, Mohamed A. Ismail. 681-686 [doi]
• Thompson Sampling Guided Stochastic Searching on the Line for Non-stationary Adversarial LearningSondre Glimsdal, Ole-Christoffer Granmo. 687-692 [doi]
• Learning from the Crowd with Neural NetworkJingjing Li, Victor S. Sheng, Zhenyu Shu, Yanxia Cheng, Yuqin Jin, Yuan-feng Yan. 693-698 [doi]
• Class Discovery via Bimodal Feature Selection in Unsupervised SettingsJessica Curtis, Mark Kon. 699-702 [doi]
• Learning Context-Based Outcomes for Mobile Robots in Unstructured Indoor EnvironmentsPriyam Parashar, Robert Fisher, Reid G. Simmons, Manuela M. Veloso, Joydeep Biswas. 703-706 [doi]
• An Asynchronous Implementation of the Limited Memory CMA-ESViktor Arkhipov, Maxim Buzdalov, Anatoly Shalyto. 707-712 [doi]
• Multi-level Resolution Features for Classification of Transportation TrajectoriesAidan Macdonald, Jeffrey Ellen. 713-718 [doi]
• Study of How the Integration of Artificial Neural Network and Genetic Algorithm Should Be Made for Modeling Meteorological DataThiago Meirelles Ventura, Allan Gonçalves de Oliveira, Claudia Aparecida Martins, Josiel Maimone de Figueiredo, Raphael de Souza Rosa Gomes. 719-722 [doi]
• Multi-query Optimization in Federated Databases Using Evolutionary AlgorithmSameen Mansha, Faisal Kamiran. 723-726 [doi]
• Probabilistic Graphical Models and Deep Belief Networks for Prognosis of Breast CancerMahmoud Khademi, Nedialko S. Nedialkov. 727-732 [doi]
• Inertia Based Recognition of Daily Activities with ANNs and Spectrotemporal FeaturesOzsel Kilinc, Alexander Dalzell, Ismail Uluturk, Ismail Uysal. 733-738 [doi]
• Regularized Supervised Topic Model for Continuous Emotion AnalysisPrasanth Lade, Hemanth Venkateswara, Sethuraman Panchanathan. 739-744 [doi]
• A Hierarchical Deep Neural Network for Fault Diagnosis on Tennessee-Eastman ProcessDanfeng Xie, Li Bai. 745-748 [doi]
• A Two-Step Dynamic Inventory Forecasting Model for Large ManufacturingQifeng Zhou, Ruyuan Han, Tao Li. 749-753 [doi]
• Malware Detection in Android-Based Mobile Environments Using Optimum-Path ForestKelton A. P. da Costa, Luis A. da Silva, Guilherme B. Martins, Gustavo H. Rosa, Clayton R. Pereira, João Paulo Papa. 754-759 [doi]
• Boosting the Detection of Malicious Documents Using Designated Active Learning MethodsNir Nissim, Aviad Cohen, Yuval Elovici. 760-765 [doi]
• A New Cyber Security Alert System for TwitterYigit Erkal, Mustafa Sezgin, Sedef Gunduz. 766-770 [doi]
• A Machine Learning Based WSN System for Autism Activity RecognitionSami S. Alwakeel, Bassem Alhalabi, Hadi M. Aggoune, Mohammad Alwakeel. 771-776 [doi]
• Performance Investigation of UCB Policy in Q-learningKoki Saito, Akira Notsu, Seiki Ubukata, Katsuhiro Honda. 777-780 [doi]
• An Industrial-Strength Pipeline for Recognizing FastenersNashlie Sephus, Sravan Bhagavatula, Palash Shastri, Erica Gabriel. 781-786 [doi]
• Decaying Potential Fields Neural Network: An Approach for Parallelizing Topologically Indicative Mapping ExemplarsClinton Rogers, Iren Valova. 787-792 [doi]
• A Bilevel Parameter Tuning Strategy of Partially Connected ANNsMina Moradi Kordmahalleh, Mohammad Gorji Sefidmazgi, Abdollah Homaifar. 793-798 [doi]
• Sequence Classification with Neural Conditional Random FieldsMyriam Abramson. 799-804 [doi]
• Classification of Occluded Objects Using Fast Recurrent ProcessingÖzgür Yilmaz. 805-812 [doi]
• Using Machine Learning to Understand and Mitigate Model Form Uncertainty in Turbulence ModelsJulia Ling. 813-818 [doi]
• A Finite Gamma Mixture Model-Based Discriminative Learning FrameworksFaisal R. Al-Osaimi, Nizar Bouguila. 819-824 [doi]
• Multi-label Classification of Anemia PatientsColin Bellinger, Ali Amid, Nathalie Japkowicz, Herna Victor. 825-830 [doi]
• Donor Selection for Hematopoietic Stem Cell Transplant Using Cost-Sensitive SVMAdarsh Sivasankaran, Vladimir Cherkassky, Mark Albrecht, Eric Williams, Martin Maiers. 831-836 [doi]
• Towards Sleep Apnea Screening with an Under-the-Mattress IR-UWB Radar Using Machine LearningAbdul Qadir Javaid, Carlo M. Noble, Russell Rosenberg, Mary Ann Weitnauer. 837-842 [doi]
• iClass: Combining Multiple Multi-label Classification with Expert KnowledgeMarmar Moussa, Marc Maynard. 843-848 [doi]
• An Interval-Radial Algorithm for Hierarchical Clustering AnalysisChristopher Rhodes, James Lemon, Chenyi Hu. 849-856 [doi]
• Time Series Prediction Based on Online LearningQing Song. 857-864 [doi]
• Recognizing Human Activities from Raw Accelerometer Data Using Deep Neural NetworksLicheng Zhang, Xihong Wu, Dingsheng Luo. 865-870 [doi]
• Zero Shot Deep Learning from Semantic AttributesPhilippe M. Burlina, Aurora C. Schmidt, I-Jeng Wang. 871-876 [doi]
• Speaker Adaptation Using Speaker Similarity Score on DNN FeaturesMuhammad Rizwan, David V. Anderson. 877-882 [doi]
• Simplicity of Kmeans Versus Deepness of Deep Learning: A Case of Unsupervised Feature Learning with Limited DataMurat Dundar, Qiang Kou, Baichuan Zhang, Yicheng He, Bartek Rajwa. 883-888 [doi]
• Adaptive OpenMP Task Scheduling Using Runtime APIs and Machine LearningAhmad Qawasmeh, Abid Muslim Malik, Barbara M. Chapman. 889-895 [doi]
• MLaaS: Machine Learning as a ServiceMauro Ribeiro, Katarina Grolinger, Miriam A. M. Capretz. 896-902 [doi]
• Detecting Erosion Events in Earth Dam and Levee Passive Seismic Data with ClusteringWendy Belcher, Tracy Camp, Valeria V. Krzhizhanovskaya. 903-910 [doi]
• A Power Variance Test for Nonstationarity in Complex-Valued SignalsThomas E. Bartlett, Adam M. Sykulski, Sofia C. Olhede, Jonathan M. Lilly, Jeffrey J. Early. 911-916 [doi]
• BreakFast: Analyzing Celerity of NewsShuguang Wang, Sam Han. 917-922 [doi]
• Adaptive Modular Approach for Online Fault Diagnosis of Discrete Event SystemsMoamar Sayed Mouchaweh. 923-928 [doi]
• Achievements Recommendation Framework Based on Scientific Collaboration NetworkXiaohui Li, Jie Peng, Shanqing Li. 929-934 [doi]
• Diagnosis of Bearing Defects in Induction Motors by Fuzzy-Neighborhood Density-Based ClusteringM. Farajzadeh-Zanjani, Roozbeh Razavi-Far, M. Saif, J. Zarei, Vasile Palade. 935-940 [doi]
• Measuring Level-K Reasoning, Satisficing, and Human Error in Game-Play DataTamal Biswas, Kenneth W. Regan. 941-947 [doi]
• Synthetic Oversampling for Advanced Radioactive Threat DetectionColin Bellinger, Nathalie Japkowicz, Christopher Drummond. 948-953 [doi]
• Intelligent Bus Stop Identification Using Smartphone SensorsKaavya Srinivasan, Konstantinos Kalpakis. 954-959 [doi]
• Rejection Factors of Pull Requests Filed by Core Team Developers in Software Projects with High Acceptance RatesDaricélio Moreira Soares, Manoel Limeira de Lima Júnior, Leonardo Murta, Alexandre Plastino. 960-965 [doi]
• Learning Convex Piecewise Linear Machine for Data-Driven Optimal ControlYuxun Zhou, Baihong Jin, Costas J. Spanos. 966-972 [doi]
• Augmenting Interactive Evolution with Multi-objective OptimizationJoshua R. Christman, Brian G. Woolley. 973-980 [doi]
• NewsCubeSum: A Personalized Multidimensional News Update Summarization SystemDingding Wang, Lei Li, Tao Li. 981-986 [doi]
• Investigating New Bootstrapping Approaches of Bagging Classifiers to Account for Class Imbalance in Bioinformatics DatasetsAlireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano. 987-994 [doi]
• Request Type Prediction for Web Robot and Internet of Things TrafficNathan Rude, Derek Doran. 995-1000 [doi]
• Interpretable Classifier for Identifying High-Value Child Support CasesBryan Dolan, Kirk Ocke, Eric Gross, Yasmine Charif. 1001-1006 [doi]
• Learning Common Metrics for Homogenous Tasks in Traffic Flow PredictionHaikun Hong, Xiabing Zhou, Wenhao Huang, Xingxing Xing, Fei Chen, Yu Lei, Kaigui Bian, Kunqing Xie. 1007-1012 [doi]
• Car Following Markov Regime Classification and CalibrationAhmed Bayoumy Zaky, Waild Gomaa, Mohamed A. Khamis. 1013-1018 [doi]
• Gaussian Mixture Model Cluster ForestJan Janousek, Petr Gajdos, Michal Radecký, Václav Snásel. 1019-1023 [doi]
• Comparative Evaluation of Top-N Recommenders in e-Commerce: An Industrial PerspectiveDimitris Paraschakis, Bengt J. Nilsson, John Hollander. 1024-1031 [doi]
• A Code-Centric Cluster-Based Approach for Searching Online Support Forums for ProgrammersChristopher Scaffidi, Christopher Chambers, Sheela Surisetty. 1032-1037 [doi]
• What to Learn Next: Recommending Commands in a Feature-Rich EnvironmentSedigheh Zolaktaf, Gail C. Murphy. 1038-1044 [doi]
• Multi-period Prediction of Solar Radiation Using ARMA and ARIMA ModelsIlhami Colak, Mehmet Yesilbudak, Naci Genc, Ramazan Bayindir. 1045-1049 [doi]
• A Data-Driven Method to Detect the Abnormal Instances in an Electricity MarketPayam Zamani Dehkordi, Logan Rakai, Hamidreza Zareipour. 1050-1055 [doi]
• Statistical Scenarios for Demand Forecast of a High Voltage Feeder: A Comparative StudyRamazan Bayindir, Mehmet Yesilbudak, Umut Cetinkaya, H. Ibrahim Bulbul, Fahrettin Arslan. 1056-1061 [doi]
• Incremental Learning on Decorrelated ApproximatorsJan H. Schoenke, Werner Brockmann. 1062-1069 [doi]
• A Demonstration of Stability-Plasticity Imbalance in Multi-agent, Decomposition-Based LearningSean C. Mondesire, R. Paul Wiegand. 1070-1075 [doi]
• Resampling-Based Variable Selection with Lasso for p >> n and Partially Linear ModelsMihaela Andreea Mares, Yike Guo. 1076-1082 [doi]
• Source-Aware Partitioning for Robust Cross-ValidationOzsel Kilinc, Ismail Uysal. 1083-1088 [doi]
• Learning Complex Events from Sequences with Informed GapsPablo Gay, Beatriz López, Joaquím Meléndez. 1089-1094 [doi]
• An Edge-Less Approach to Horizon Line DetectionTouqeer Ahmad, George Bebis, Monica N. Nicolescu, Ara V. Nefian, Terry Fong. 1095-1102 [doi]
• Efficient and Rotation Invariant Fingerprint Matching Algorithm Using Adjustment FactorAsif Iqbal Khan, M. Arif Wani. 1103-1110 [doi]
• Robust Vehicle Tracking Using Perceptual Hashing AlgorithmZheng Li, Jian-Fei Yang, Long Chen, Juan Zha. 1111-1116 [doi]
• Acoustic Features for Recognizing Musical Artist InfluenceBrandon G. Morton, Youngmoo E. Kim. 1117-1122 [doi]
• Using Consumer Behavior Data to Reduce Energy Consumption in Smart Homes: Applying Machine Learning to Save Energy without Lowering Comfort of InhabitantsDaniel Schweizer, Michael Zehnder, Holger Wache, Hans Friedrich Witschel, Danilo Zanatta, Miguel Rodriguez. 1123-1129 [doi]
• Frequent Set Mining for Streaming Mixed and Large DataRohan Khade, Jessica Lin 0001, Nital Patel. 1130-1135 [doi]
• Identifying Daily Electric Consumption Patterns from Smart Meter Data by Means of Clustering AlgorithmsFeteh Nassim Melzi, Mohamed-Haykel Zayani, Amira Ben Hamida, Allou Samé, Latifa Oukhellou. 1136-1141 [doi]
• Improved Wind Power Forecasting Using Combination MethodsCeyda Er Koksoy, Mehmet Baris Özkan, Serkan Buhan, Turan Demirci, Yusuf Arslan, Aysenur Birturk, Pinar Karagoz. 1142-1147 [doi]
• A Web-Based Auction Platform for Electricity Retail MarketsBurak Colak, Mehmet Ali Gokmen, Hurevren Kilic. 1148-1152 [doi]
• Optimized Small-Scaled Hybrid Energy Management of a Smart House Based on Genetic AlgorithmViktor Ten, Zhandos Yessenbayev, Akmaral Shamshimova, Albina Khakimova. 1153-1158 [doi]
• Concept of 4th Dimension for DatabasesErdal Irmak, Ömer Kurtuldu. 1159-1162 [doi]
• Probabilistic Models for One-Day Ahead Solar Irradiance Forecasting in Renewable Energy ApplicationsCarlos V. A. Silva, Lipyeow Lim, Duane Stevens, Dora Nakafuji. 1163-1168 [doi]
• Basin Clustering of Turkey by Use of Monthly Stream-Flow DataYusuf Arslan, Aysenur Birturk, Sinan Eren. 1169-1174 [doi]
• Decision Tree Learning for Fraud Detection in Consumer Energy ConsumptionChrista Cody, Vitaly Ford, Ambareen Siraj. 1175-1179 [doi]
• Improvement of Transient Response of PI Controller with Reference Modification for Digitally Controlled DC-DC ConverterHidenori Maruta, Daiki Mitsutake, Hironobu Taniguchi, Fujio Kurokawa. 1180-1184 [doi]
• A Survey of Machine Learning Applications for Energy-Efficient Resource Management in Cloud Computing EnvironmentsMehmet Demirci. 1185-1190 [doi]
• Artificial Neural Network Based Abdominal Organ Segmentations: A ReviewEvgin Göçeri, Esther Martinez. 1191-1194 [doi]
• A Neural Network Based Kidney Segmentation from MR ImagesNuman Goceri, Evgin Göçeri. 1195-1198 [doi]
• An EMD Based Method for Reduction of Ballistocardiogram Artifact from EEG Studies of Evoked PotentialsEhtasham Javed, Ibrahima Faye, Aamir Saeed Malik, Jafri Malin Abdullah. 1199-1203 [doi]
• Automated Detection of Adenoviral Conjunctivitis Disease from Facial Images using Machine LearningMelih Gunay, Evgin Goceri, Taner Danisman. 1204-1209 [doi]
• A Neural Network Based Handover Management Strategy for Heterogeneous NetworksNasser M. Alotaibi, Sami S. Alwakeel. 1210-1214 [doi]
• Resource Allocation Predictive Modeling to Optimize Virtual World Simulator PerformanceSean C. Mondesire, Douglas B. Maxwell, Jonathan Stevens, Rebecca Leis. 1215-1219 [doi]
• Summary Sentence Classification Using StylometryRushdi Shams, Robert E. Mercer. 1220-1227 [doi]
• Superposed Naive Bayes for Accurate and Interpretable PredictionToshiki Mori. 1228-1233 [doi]
• Event Prioritization and Correlation Based on Pattern Mining TechniquesMona Lange, Ralf Moller, Gregor Lang, Felix Kuhr. 1234-1239 [doi]
• Modeling and Simulation of Community Mobility Model for Next Generation Wireless Networks Using Coloured Petri NetsNaeem Akhtar Khan, Farooq Ahmad, Syed Asad Hussain, Sher Afzal Khan. 1240-1245 [doi]
• Prediction of Continuous Phenotypes in Mouse, Fly, and Rice Genome Wide Association Studies with Support Vector Regression SNPs and Ridge Regression ClassifierAbdulrhman Aljouie, Usman Roshan. 1246-1250 [doi]
• Random Forest with Random Projection to Impute Missing Gene Expression DataLovedeep Gondara. 1251-1256 [doi]
• Mining over a Reliable Evidential Database: Application on Amphiphilic Chemical DatabaseAhmed Samet, Tien Tuan Dao. 1257-1262 [doi]
• Class Decomposition Using K-Means and Hierarchical ClusteringShadi Banitaan, Ali Bou Nassif, Mohammad Azzeh. 1263-1267 [doi]
• An Application of Classification and Class Decomposition to Use Case Point Estimation MethodMohammad Azzeh, Ali Bou Nassif, Shadi Banitaan. 1268-1271 [doi]