Table of Contents

• Generalized Flexible Fuzzy Inference SystemsEdwin Lughofer, Carlos Cernuda, Mahardhika Pratama. 1-7 [doi]
• Design of Chaos-Based Communication System with Use of the Derivative-Free Nonlinear Kalman FilterGerasimos G. Rigatos. 8-14 [doi]
• Evolving Dynamic Forecasting Model for Foreign Currency Exchange Rates Using Plastic Neural NetworksGul Muhammad Khan, Durre Nayab, Sahibzada Ali Mahmud, Haseeb Zafar. 15-20 [doi]
• Stable On-Line Learning with Optimized Local Learning, But Minimal Change of the Global OutputAndreas Buschermöhle, Werner Brockmann. 21-27 [doi]
• On-Line Incremental Learning for Unknown Conditions during Assembly Operations with RobotsJose Luis Navarro Gonzalez, Ismael Lopez-Juarez, Keny Ordaz-Hernández. 28-33 [doi]
• Active Learning for Alert TriageJustin E. Doak, Joe Ingram, Jeffery Shelburg, Joshua Johnson, Brandon Rohrer. 34-39 [doi]
• Aiding Intrusion Analysis Using Machine LearningLoai Zomlot, Sathya Chandran Sundaramurthy, Doina Caragea, Xinming Ou. 40-47 [doi]
• Streaming Malware Classification in the Presence of Concept Drift and Class ImbalanceW. Philip Kegelmeyer, Ken Chiang, Joe Ingram. 48-53 [doi]
• An Evaluation of Machine Learning Methods to Detect Malicious SCADA CommunicationsJustin M. Beaver, Raymond C. Borges-Hink, Mark A. Buckner. 54-59 [doi]
• PACE: Pattern Accurate Computationally Efficient Bootstrapping for Timely Discovery of Cyber-security ConceptsNikki McNeil, Robert A. Bridges, Michael D. Iannacone, Bogdan D. Czejdo, Nicolas Perez, John R. Goodall. 60-65 [doi]
• DECOBA: Utilizing Developers Communities in Bug AssignmentShadi Banitaan, Mamdouh Alenezi. 66-71 [doi]
• Predicting Parallelization of Sequential Programs Using Supervised LearningDaniel Fried, Zhen Li, Ali Jannesari, Felix Wolf. 72-77 [doi]
• Identifying Effective Test Cases through K-Means Clustering for Enhancing Regression TestingYulei Pang, Xiaozhen Xue, Akbar Siami Namin. 78-83 [doi]
• An Empirical Study on Wrapper-Based Feature Selection for Software Engineering DataHuanjing Wang, Taghi M. Khoshgoftaar, Amri Napolitano. 84-89 [doi]
• Learning Finite-State Machines: Conserving Fitness Function Evaluations by Marking Used TransitionsDaniil Chivilikhin, Vladimir Ulyantsev. 90-95 [doi]
• Class Diagram Retrieval Using Genetic AlgorithmHamza Onoruoiza Salami, Moataz A. Ahmed. 96-101 [doi]
• Objective Re-weighting to Guide an Interactive Search Based Software Testing SystemBogdan Marculescu, Robert Feldt, Richard Torkar. 102-107 [doi]
• Worst-Case Execution Time Test Generation for Augmenting Path Maximum Flow Algorithms Using Genetic AlgorithmsViktor Arkhipov, Maxim Buzdalov, Anatoly Shalyto. 108-111 [doi]
• Bug Reports Prioritization: Which Features and Classifier to Use?Mamdouh Alenezi, Shadi Banitaan. 112-116 [doi]
• Fuzzy Model Tree for Early Effort EstimationMohammad Azzeh, Ali Bou Nassif. 117-121 [doi]
• Ensemble Feature Selection Methods for a Better Regularization of the Lasso Estimate in P ≫ N Gene Expression DatasetsAdel Aloraini. 122-126 [doi]
• Personalized Spam Filtering with Natural Language AttributesRushdi Shams, Robert E. Mercer. 127-132 [doi]
• First-Order Probabilistic Model for Hybrid RecommendationsJulia Hoxha, Achim Rettinger. 133-139 [doi]
• Learning from Multiple Graphs Using a Sigmoid KernelThomas Ricatte, Gemma C. Garriga, Rémi Gilleron, Marc Tommasi. 140-145 [doi]
• Methods and Applications for Distance Based ANN TrainingChristoph Lassner, Rainer Lienhart. 146-151 [doi]
• Very Short Term Load Forecasting Using Cartesian Genetic Programming Evolved Recurrent Neural Networks (CGPRNN)Gul Muhammad Khan, Faheem Zafari, Sahibzada Ali Mahmud. 152-155 [doi]
• Use of a Feedforward Neural Network for Predicting the Development Duration of Software ProjectsCuauhtémoc López Martín, Arturo Chavoya, Maria Elena Meda-Campaña. 156-159 [doi]
• A Genetic Algorithm to Optimize Lazy Learning Parameters for the Prediction of Customer DemandsMirko Kuck, Bernd Scholz-Reiter. 160-165 [doi]
• DroidMLN: A Markov Logic Network Approach to Detect Android MalwareMahmuda Rahman. 166-169 [doi]
• Preprocessing in Fuzzy Time Series to Improve the Forecasting AccuracyFabio Jose Justo dos Santos, Heloisa de Arruda Camargo. 170-173 [doi]
• Virtual Metrology in Semiconductor Manufacturing by Means of Predictive Machine Learning ModelsBenjamin Lenz, Bernd Barak, Julia Muhrwald, Carolin Leicht, Benjamin Lenz, Julia Muhrwald. 174-177 [doi]
• Selective Sampling Designs to Improve the Performance of Classification MethodsSoroosh Ghorbani, Michel C. Desmarais. 178-181 [doi]
• Pairwise Clustering by Minimizing the Error of Unsupervised Nearest Neighbor ClassificationYingzhen Yang, Xinqi Chu, Thomas S. Huang. 182-187 [doi]
• Permeability Parametrization Using Higher Order Singular Value Decomposition (HOSVD)Sardar Afra, Eduardo Gildin. 188-193 [doi]
• Quality Classification of Green Pellet Nuclear Fuels Using Radial Basis Function Neural NetworksBenyamin Kusumoputro, Akhmad Faqih, Dede Sutarya, Lina. 194-198 [doi]
• Approach to Control of Hybrid Renewable Power System on the Basis of AE-Method Using Genetic AlgorithmV. Ten, B. T. Matkarimov, N. T. Isembergenov. 199-202 [doi]
• Price Forecasting in the Spanish Day-Ahead Electricity Market Using Preconditioned Wind Power InformationChristian Geidel, Hamidreza Zareipour. 203-210 [doi]
• A Hybrid Feature Selection and Generation Algorithm for Electricity Load Prediction Using Grammatical EvolutionAnthony Mihirana De Silva, Farzad Noorian, Richard I. A. Davis, Philip H. W. Leong. 211-217 [doi]
• An Intelligent Tool for ANN Based Power Factor CorrectionOmer Sesveren, Ramazan Bayindir. 218-223 [doi]
• Intelligent Decision Support System for Energy InvestmentsUraz Yavanoglu, Orhan Kaplan, Gizem Tanis, Hacer Atli, Ozlem Milletsever, Ugur Inal. 224-231 [doi]
• Operation Planning of Hydroelectric Systems: Application of Genetic Algorithms and Differential EvolutionPriscila C. Berbert Rampazzo, Akebo Yamakami, Fabrício Olivetti de França. 232-237 [doi]
• Artificial Neural Networks Controller Algorithm Developed for a Brushless DC MotorIlhami Colak, Murat Sahin, Zafer Esen. 238-242 [doi]
• A Neural Network Approach to Multi-step-ahead, Short-Term Wind Speed ForecastingJulian L. Cardenas-Barrera, Julian Meng, Eduardo Castillo Guerra, Liuchen Chang. 243-248 [doi]
• An Evaluation Study on Circuit Parameter Conditions of Neural Network Controlled DC-DC ConverterHidenori Maruta, Masashi Motomura, Fujio Kurokawa. 249-254 [doi]
• A Comparative Analysis of Cryptographic Algorithms and Transformation Functions for Biometric DataIsaac de L. Oliveira Filho, Otaciana G. R. Santiago, Anne M. P. Canuto, Benjamín René Callejas Bedregal. 255-260 [doi]
• Learning to Block Undesired Comments in the BlogosphereTiago A. Almeida, Tulio C. Alberto. 261-266 [doi]
• Predicting Next Location of Twitter Users for SurveillanceSedef Gunduz, Uraz Yavanoglu, Seref Sagiroglu. 267-273 [doi]
• Google Penguin: Evasion in Non-English Languages and a New ClassifierAbdulrahman Alarifi, Mansour Alsaleh, AbdulMalik S. Al-Salman, Abdulmajeed Alswayed, Ahmad Alkhaledi. 274-280 [doi]
• Intelligent Approach for Identifying Political Views over Social NetworksUraz Yavanoglu, Medine Colak, Busra Caglar, Semra Cakir, Ozlem Milletsever, Seref Sagiroglu. 281-287 [doi]
• A New Approach to Detecting Content Anomalies in WikipediaDuygu Sinanc, Uraz Yavanoglu. 288-293 [doi]
• A Riemannian Stopping Criterion for Unsupervised Phonetic SegmentationCiro Gracia Pons, Xavier Anguera, Xavier Binefa. 294-298 [doi]
• Two-Level Clustering towards Unsupervised Discovery of Acoustic ClassesCiro Gracia Pons, Xavier Anguera, Xavier Binefa. 299-302 [doi]
• Unsupervised Video Summarization via Dynamic Modeling-Based Hierarchical ClusteringKarim M. Mahmoud, Nagia M. Ghanem, Mohamed A. Ismail. 303-308 [doi]
• Can We Minimize the Influence Due to Gender and Race in Age Estimation?Xiaolong Wang, Vincent Ly, Guoyu Lu, Chandra Kambhamettu. 309-314 [doi]
• EPG Content Recommendation in Large Scale: A Case Study on Interactive TV PlatformDávid Zibriczky, Zoltán Petres, Marton Waszlavik, Domonkos Tikk. 315-320 [doi]
• A Multimodal Approach to Song-Level Style Identification in Pop/Rock Using Similarity MetricsChing-Hua Chuan. 321-324 [doi]
• Learning Relevance of Web Resources across Domains to Make RecommendationsJulia Hoxha, Peter Mika, Roi Blanco. 325-330 [doi]
• Future Clients' Requests Estimation for Dynamic Resource Allocation in Cloud Data Center Using CGPANNJawad Ali, Faheem Zafari, Gul Muhammad Khan, Sahibzada Ali Mahmud. 331-334 [doi]
• Incorporating Game-Theoretic Rough Sets in Web-Based Medical Decision Support SystemsJingtao Yao, Nouman Azam. 335-338 [doi]
• Gradient Hyper-parameter Optimization for Manifold RegularizationCassiano O. Becker, Paulo A. V. Ferreira. 339-344 [doi]
• Fault Diagnosis in Railway Track Circuits Using Support Vector MachinesShangpeng Sun, Huibing Zhao. 345-350 [doi]
• A Framework towards the Unification of Ensemble Classification MethodsMohammad Ali Bagheri, Qigang Gao, Sergio Escalera. 351-355 [doi]
• Clustering Based Classification in Data Mining Method RecommendationOndrej Kazík, Klára Pesková, Jakub Smíd, Roman Neruda. 356-361 [doi]
• Sampling Adaptively Using the Massart Inequality for Scalable LearningJianhua Chen, Jian Xu. 362-367 [doi]
• Advanced Pattern Recognition Approach for Fault Diagnosis of Wind TurbinesHouari Toubakh, Moamar Sayed Mouchaweh, Eric Duviella. 368-373 [doi]
• Improved Helper-Objective Optimization Strategy for Job-Shop Scheduling ProblemIrina Petrova, Arina Buzdalova, Maxim Buzdalov. 374-377 [doi]
• Evolving Hybrid Neural Fuzzy Network for System Modeling and Time Series ForecastingRaul Rosa, Fernando Gomide, Rosangela Ballini. 378-383 [doi]
• A Multiagent Approach to Ambulance Allocation Based on Social Welfare and Local SearchDean Shaft, Robin Cohen. 384-389 [doi]
• A Comprehension Approach for Formalizing Privacy Rules of HIPAA for Decision SupportImran Khan, Moheeb Alwarsh, Javed I. Khan. 390-395 [doi]
• Simplifying the Utilization of Machine Learning Techniques for BioinformaticsDavid J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano. 396-403 [doi]
• Contrasting Undersampled Boosting with Internal and External Feature Selection for Patient Response DatasetsTaghi M. Khoshgoftaar, David J. Dittman, Randall Wald, Amri Napolitano. 404-410 [doi]
• Gene Expression Profile Classification Using Random Projection and Sparse RepresentationX. Hang. 411-414 [doi]
• Random Forests on Ubiquitous Data for Heart Failure 30-Day Readmissions PredictionMichael A. Vedomske, Donald E. Brown, James H. Harrison. 415-421 [doi]
• Scalable and Locally Applicable Measures of Treatment Variation That Use Hospital Billing DataMichael A. Vedomske, Matthew S. Gerber, Donald E. Brown, James H. Harrison. 422-427 [doi]
• Automatic Behavior Learning for Personalized Assisted Living SystemsEliasz Kantoch, Piotr Augustyniak. 428-431 [doi]
• Technical Verification of Integrating Wearable Sensors into BSN-Based Telemedical Monitoring SystemEliasz Kantoch. 432-435 [doi]
• Learning to Rank Drug CombinationsFernando Lozano. 436-440 [doi]
• Automated Pap Smear Cell Analysis: Optimizing the Cervix Cytological ExaminationDaniela Mayumi Ushizima, Alessandra H. Gomes, Claudia M. Carneiro, Andrea Gomes Campos Bianchi. 441-444 [doi]
• Recommending Messages to Users in Social Networks: A Cross-Site StudyR. Cohen, N. Sardana, K. Rahim, D. Y. Lam, M. Li, O. Maccarthy, E. Woo, J. Zhang, G. Guo. 445-450 [doi]
• Massive GIS Database System with Autonomic Resource ManagementYun Lu, Ming Zhao 0002, Guangqiang Zhao, Lixi Wang, Naphtali Rishe. 451-456 [doi]
• Comparison of Stability for Different Families of Filter-Based and Wrapper-Based Feature SelectionRandall Wald, Taghi M. Khoshgoftaar, Amri Napolitano. 457-464 [doi]
• Survey of Clinical Data Mining Applications on Big Data in Health InformaticsMatthew Herland, Taghi M. Khoshgoftaar, Randall Wald. 465-472 [doi]
• Constrained Motion Particle Swarm Optimization and Support Vector Regression for Non-linear Time Series Regression and Prediction ApplicationsNicholas I. Sapankevych, Ravi Sankar. 473-477 [doi]
• Survey of Data Cleansing and Monitoring for Large-Scale Battery Backup InstallationsLiz Aranguren Pachano, Taghi M. Khoshgoftaar, Randall Wald. 478-484 [doi]
• Epidemiological Data Analysis in TerraFly Geo-spatial CloudHuibo Wang, Yun Lu, Yudong Guang, Erik Edrosa, Mingjin Zhang, Raul Camarca, Yelena Yesha, Tajana Lucic, Naphtali Rishe. 485-490 [doi]
• Hybrid Method for Fast SVM Training in Applications Involving Large Volumes of DataM. Arif Wani. 491-494 [doi]
• SksOpen: Efficient Indexing, Querying, and Visualization of Geo-spatial Big DataYun Lu, Mingjin Zhang, Shonda Witherspoon, Yelena Yesha, Yaacov Yesha, Naphtali Rishe. 495-500 [doi]
• Dual Tree Complex Wavelet Transform Based Multiclass Object ClassificationAshish Khare, Manish Khare, Rajneesh Kumar Srivastava. 501-506 [doi]
• A Robust Unsupervised Feature Learning Framework Using Spatial Boosting NetworksNam Do-Hoang Le, Minh-Triet Tran. 507-512 [doi]
• LIPID: Local Image Permutation Interval DescriptorTian Tian, Ishwar Sethi, Delie Ming, Yun Zhang, Jiayi Ma. 513-518 [doi]
• Weak Segmentations and Ensemble Learning to Predict Semantic Ratings of Lung NodulesEthan Smith, Patrick Stein, Jacob D. Furst, Daniela Stan Raicu. 519-524 [doi]
• Visual Speech Detection Using an Unsupervised Learning FrameworkRameez Ahmad, Syed Paymaan Raza, Hafiz Malik. 525-528 [doi]
• Automatic Binding Point and Surface Helix Angle Measurement in Historic Weft-Faced Compound Weave Figured SilksNilesh Patel, Michael Flynn, Andrey Semenov, Julia Galliker. 529-534 [doi]
• The Estimation of Students' Academic Success by Data Mining MethodsHanife Goker, Halil-Ibrahim Bulbul, Erdal Irmak. 535-539 [doi]
• The Determination of Socio-economic Factors Affecting Student Success by Data Mining MethodsVeli Atalay, Suleyman Ustun, Selin Bulbul. 540-542 [doi]
• Approach to Cold-Start Problem in Recommender Systems in the Context of Web-Based EducationReginaldo Aparecido Gotardo, Estevam Rafael, Hruschka Junior, Sergio Donizetti Zorzo. 543-548 [doi]
• An Artificial Neural Networks Based Software System for Improved Learning ExperienceUtku Kose. 549-554 [doi]
• Hindi Language Graphical User Interface to Database Management SystemMohit Dua, Sandeep Kumar, Zorawar Singh Virk. 555-559 [doi]
• Improving the Transcription of Academic Lectures for Information RetrievalAudrey Mbogho, Stephen Marquard. 560-567 [doi]
• Enhancing Online Music Lessons with Applications in Automating Self-Learning Tutorials and Performance AssessmentNashlie H. Sephus, Temiloluwa O. Olubanjo, David V. Anderson. 568-571 [doi]
• Scenario Based Functional Regression Testing Using Petri Net ModelsFarooq Ahmad, Zahid Hussain Qaisar. 572-577 [doi]