Table of Contents

• Prognosis Based on Handling Drifts in Dynamical Environments: Application to a Wind Turbine BenchmarkAntoine Chammas, Eric Duviella, Stéphane Lecoeuche. 1-6 [doi]
• A Machine Learning Based Topic Exploration and Categorization on SurveysClint P. George, Daisy Zhe Wang, Joseph N. Wilson, Liana M. Epstein, Philip Garland, Annabell Suh. 7-12 [doi]
• Error-Driven Adaptive, Virtual Machine Model-Based Control with High Availability PlatformAman H. Bura, Bo Chen, Li Yu. 13-17 [doi]
• Improving Image Segmentation Using Genetic AlgorithmHuynh Thi Thanh Binh, Mai Dinh Loi, Nguyen Thi Thuy. 18-23 [doi]
• The Importance of Outlier Relationships in Mobile Call GraphsDerek Doran, Veena B. Mendiratta, Chitra Phadke, Hüseyin Uzunalioglu. 24-29 [doi]
• Toward a Sequential Approach to Pipelined Image RecognitionDerek Rose, Itamar Arel. 30-35 [doi]
• Combining Parameter Space Search and Meta-learning for Data-Dependent Computational Agent RecommendationOndrej Kazík, Klára Pesková, Martin Pilát, Roman Neruda. 36-41 [doi]
• Estimating Software Effort Using an ANN Model Based on Use Case PointsAli Bou Nassif, Luiz Fernando Capretz, Danny Ho. 42-47 [doi]
• Feature Extraction and Selection in Ground Penetrating Radar with Experimental Data Set of Inclusions in Concrete BlocksF. A. A. Queiroz, Douglas A. G. Vieira, X. L. Travassos Jr., M. F. Pantoja. 48-53 [doi]
• Recurrent Clustering for Unsupervised Feature Extraction with Application to Sequence DetectionSteven Robert Young, Itamar Arel. 54-55 [doi]
• Extraction of Strong Associations in Classes of SimilaritiesIsmaïl Biskri, Louis Rompre, Steve Descoteaux, Abdelghani Achouri, Boucif Amar Bensaber. 56-61 [doi]
• Generation of Tests for Programming Challenge Tasks on Graph Theory Using Evolution StrategyMaxim Buzdalov. 62-65 [doi]
• Adaptive Selection of Helper-Objectives with Reinforcement LearningArina Buzdalova, Maxim Buzdalov. 66-67 [doi]
• Online Ensemble Learning Approach for Server Workload Prediction in Large DatacentersNidhi Singh, Shrisha Rao. 68-71 [doi]
• A Sequential Ensemble Classification (SEC) System for Tackling the Problem of Unbalance Learning: A Case StudySamaneh Sheikh-Nia, Gary Gréwal, Shawki Areibi. 72-77 [doi]
• Using SVM with Adaptively Asymmetric MisClassification Costs for Mine-Like Objects DetectionXiaoguang Wang, Hang Shao, Nathalie Japkowicz, Stan Matwin, Xuan Liu, Alex Bourque, Bao Nguyen. 78-82 [doi]
• Disturbing Neighbors Ensembles of Trees for Imbalanced DataJuan J. Rodríguez, José-Francisco Díez-Pastor, Jesús Maudes, Cesar García-Osorio. 83-88 [doi]
• Evaluation of SMOTE for High-Dimensional Class-Imbalanced Microarray DataRok Blagus, Lara Lusa. 89-94 [doi]
• An Experimental Design to Evaluate Class Imbalance Treatment MethodsGustavo Enrique De Almeida Prado Alves Batista, Diego Furtado Silva, Ronaldo Cristiano Prati. 95-101 [doi]
• One-Class versus Binary Classification: Which and When?Colin Bellinger, Shiven Sharma, Nathalie Japkowicz. 102-106 [doi]
• Multilevel Regression Models for Learning in the Presence of Rare DataSrinath Ravindran, Dennis Bahler. 107-112 [doi]
• A Dynamic Sampling Framework for Multi-class Imbalanced DataB. Debowski, Shawki Areibi, Gary Gréwal, J. Tempelman. 113-118 [doi]
• A Boosting Method for Learning from Uneven Data for Improved Face RecognitionXiaohui Yuan, Mohamed Abouelenien. 119-122 [doi]
• The Class-Imbalance Problem for High-Dimensional Class PredictionLara Lusa, Rok Blagus. 123-126 [doi]
• PQL: Protein Query LanguageSherif Elfayoumy, Paul Bathen. 127-132 [doi]
• Risk Estimation in Spatial Disease Clusters: An RBF Network ApproachFernanda C. Takahashi, Ricardo H. C. Takahashi. 133-138 [doi]
• Novel Margin Features for Mammographic Mass ClassificationAli Bagheri-Khaligh, Ali Zarghami, M. T. Manzuri-Shalmani. 139-144 [doi]
• Analyzing the Performance of Hierarchical Binary Classifiers for Multi-class Classification Problem Using Biological DataSalma Begum, Ramazan Savas Aygün. 145-150 [doi]
• First Order Statistics Based Feature Selection: A Diverse and Powerful Family of Feature Seleciton TechniquesTaghi M. Khoshgoftaar, David J. Dittman, Randall Wald, Alireza Fazelpour. 151-157 [doi]
• Sampling-Based Subnetwork Identification from Microarray Data and Protein-Protein Interaction NetworkXiao Wang, Jinghua Gu, Jianhua Xuan, Ayesha N. Shajahan, Robert Clarke, Li Chen. 158-163 [doi]
• Establishment of a Diagnostic Decision Support System in Genetic DysmorphologyKaya Kuru, Mahesan Niranjan, Yusuf Tunca. 164-169 [doi]
• A New Fixed-Overlap Partitioning Algorithm for Determining Stability of Bioinformatics Gene RankersRandall Wald, Taghi M. Khoshgoftaar, David J. Dittman. 170-177 [doi]
• Distributed Privacy Preserving Decision Support System for Predicting Hospitalization Risk in Hospitals with Insufficient DataGeorge Mathew, Zoran Obradovic. 178-183 [doi]
• Comparing Two New Gene Selection Ensemble Approaches with the Commonly-Used ApproachDavid J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano. 184-191 [doi]
• Predicting Patient Outcomes from a Few Hours of High Resolution Vital Signs DataTim Oates, Colin F. Mackenzie, Lynn G. Stansbury, Bizhan Aarabi, Deborah M. Stein, Peter Fu-Ming Hu. 192-197 [doi]
• The Effect of Number of Iterations on Ensemble Gene SelectionWael Awada, Taghi M. Khoshgoftaar, David J. Dittman, Randall Wald. 198-203 [doi]
• Clinical Report Classification Using Natural Language Processing and Topic ModelingEfsun Sarioglu, Hyeong-Ah Choi, Kabir Yadav. 204-209 [doi]
• A New, Principled Approach to Anomaly DetectionErik M. Ferragut, Jason Laska, Robert A. Bridges. 210-215 [doi]
• Web Spam: A Study of the Page Language Effect on the Spam Detection FeaturesAbdulrahman Alarifi, Mansour Alsaleh. 216-221 [doi]
• A Web Based Face Counter Prediction System from Only FingerprintsSeref Sagiroglu, Uraz Yavanoglu. 222-226 [doi]
• An Analysis of Machine Learning Methods for Spam Host DetectionRenato Moraes Silva, Akebo Yamakami, Tiago A. Almeida. 227-232 [doi]
• A New Intelligent Steganalysis Method for Waveform Audio FilesUraz Yavanoglu, Burak Ozcakmak, Ozlem Milletsever. 233-239 [doi]
• On the Validity of a New SMS Spam CollectionJosé María Gómez Hidalgo, Tiago A. Almeida, Akebo Yamakami. 240-245 [doi]
• Interactive Visual Classification of Multivariate DataKe-Bing Zhang, Mehmet A. Orgun, Rajan Shankaran, Du Zhang. 246-251 [doi]
• A New Axes Re-ordering Method in Parallel Coordinates VisualizationLiang Fu Lu, Mao Lin Huang, Tze-Haw Huang. 252-257 [doi]
• An Interactive Scatter Plot Metrics Visualization for Decision Trend AnalysisTze-Haw Huang, Mao Lin Huang, Kang Zhang. 258-264 [doi]
• Fast Insight into High-Dimensional Parametrized Simulation DataDaniel Butnaru, Benjamin Peherstorfer, Hans-Joachim Bungartz, Dirk Pflüger. 265-270 [doi]
• Cluster Analysis Using Improved Fuzzy c-Means Clustering for Object Localization: Vision Based Ill Cattle Localization SystemJieun Kim, Woo Young Jung. 271-274 [doi]
• Optimal Tile Size Selection Problem Using Machine LearningAbid M. Malik. 275-280 [doi]
• A Hybrid Approach to Coping with High Dimensionality and Class Imbalance for Software Defect PredictionKehan Gao, Taghi M. Khoshgoftaar, Amri Napolitano. 281-288 [doi]
• Active Learning of Markov Decision Processes for System VerificationYingke Chen, Thomas Dyhre Nielsen. 289-294 [doi]
• Machine Learning Module to Improve Communication between Agents in Multi-agent SystemShimaa M. El-Sherif, Behrouz Homayoun Far, Armin Eberlein. 295-300 [doi]
• A Comparative Study on the Stability of Software Metric Selection TechniquesHuanjing Wang, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano. 301-307 [doi]
• The State of Machine Learning Methodology in Software Fault PredictionTracy Hall, David Bowes. 308-313 [doi]
• A Treeboost Model for Software Effort Estimation Based on Use Case PointsAli Bou Nassif, Luiz Fernando Capretz, Danny Ho, Mohammad Azzeh. 314-319 [doi]
• Fuzzy-ExCOM Software Project Risk AssessmentEkananta Manalif, Luiz Fernando Capretz, Ali Bou Nassif, Danny Ho. 320-325 [doi]
• Cross-Domain Facial Expression Recognition Using Supervised Kernel Mean MatchingYun-Qian Miao, Rodrigo Araujo, Mohamed S. Kamel. 326-332 [doi]
• Automatic Identification of Crisis-Related Sub-events Using ClusteringDaniela Pohl, Abdelhamid Bouchachia, Hermann Hellwagner. 333-338 [doi]
• Classification of Urban Scenes from Geo-referenced Images in Urban Street-View ContextCorina Iovan, David Picard, Nicolas Thome, Matthieu Cord. 339-344 [doi]
• Composer Classification in Symbolic Data Using PPMAntonio Deusany De Carvalho Junior, Leonardo Vidal Batista. 345-350 [doi]
• Melodic Segmentation Using the Jensen-Shannon DivergenceMarcelo Enrique Rodriguez Lopez, Anja Volk. 351-356 [doi]
• Rethinking Automatic Chord Recognition with Convolutional Neural NetworksEric J. Humphrey, Juan Pablo Bello. 357-362 [doi]
• A Minimum Frame Error Criterion for Hidden Markov Model TrainingTaemin Cho, Kibeom Kim, Juan Pablo Bello. 363-368 [doi]
• Classification, Segmentation and Chronological Prediction of Cinematic SoundPedro Silva. 369-374 [doi]
• Animal Cognition, Epistemic Fluency, Social Networks and the Scientific Habit of MindDonald M. Morrison, Xiangen Hu. 375-380 [doi]
• Hierarchical Classification Approach to Emotion Recognition in TwitterAhmed Ali Abdalla Esmin, Roberto L. De Oliveira Jr., Stan Matwin. 381-385 [doi]
• Predicting Dark Triad Personality Traits from Twitter Usage and a Linguistic Analysis of TweetsChris Sumner, Alison Byers, Rachel Boochever, Gregory J. Park. 386-393 [doi]
• Using Twitter Content to Predict PsychopathyRandall Wald, Taghi M. Khoshgoftaar, Amri Napolitano, Chris Sumner. 394-401 [doi]
• Large Scale URL-based Classification Using Online Incremental LearningNidhi Singh, Harsimrat Sandhawalia, Nicolas Monet, Herve Poirier, Jean-Marc Coursimault. 402-409 [doi]
• Machine Learning and Text Mining of Trophic LinksGhazal Afroozi Milani, David Bohan, Stuart J. Dunbar, Stephen Muggleton, Alan Raybould, Alireza Tamaddoni-Nezhad. 410-415 [doi]
• Spatial Feature Extraction for Classification of Nonstationary Myoelectric SignalsDavid Hofmann, J. Michael Herrmann. 416-421 [doi]
• Maintaining Prior Distributions across Evolving Eigenspaces: An Application to Portfolio ConstructionKevin R. Keane, Jason J. Corso. 422-427 [doi]
• Adaptive Soft Sensor for Online Prediction Based on Moving Window Gaussian Process RegressionRatko Grbic, Draen Slikovic, Petr Kadlec. 428-433 [doi]
• Abrupt and Drift-Like Fault Diagnosis of Concurent Discrete Event SystemsMoamar Sayed Mouchaweh, Patrice Billaudel. 434-439 [doi]
• Evolving Neural Fuzzy Network with Adaptive Feature SelectionAlisson Marques Silva, Walmir Matos Caminhas, André Paim Lemos, Fernando Gomide. 440-445 [doi]
• Moving Object Detection in Aerial VideoYunfei Wang, Zhaoxiang Zhang, Yunhong Wang. 446-450 [doi]
• An Extension of the Consensus-Based Bundle Algorithm for Multi-agent Tasks with Task Based RequirementsSimon Hunt, Q. Meng, Chris J. Hinde. 451-456 [doi]
• Artificial Intelligence Based Hybrid Structures for Short-Term Load Forecasting Without Temperature DataIdil Isikli Esener, Tolga Yüksel, Mehmet Kurban. 457-462 [doi]
• A Cooperative Learning Scheme for Energy Efficient Routing in Wireless Sensor NetworksSami S. Alwakeel, Najla Al-Nabhan. 463-468 [doi]
• The Prediction of Monthly Average Solar Radiation with TDNN and ARIMAJi Wu, C. K. Chan. 469-474 [doi]
• Measuring the Spatial Error in Load Forecasting for Electrical Distribution Planning as a Problem of Transporting the Surplus to the In-Deficit LocationsDouglas A. G. Vieira, M. M. A. Cabral, T. V. Menezes, B. E. Silva, A. C. Lisboa. 475-480 [doi]
• Finding Motifs in Wind Generation Time Series DataChandrika Kamath, Ya-Ju Fan. 481-486 [doi]
• Position Control of a DC Motor Used in Solar Panels with Artificial Neural NetworkMurat Sahin, H. Ibrahim Bulbul, Ilhami Colak. 487-492 [doi]
• Approach to Control of the Output Voltage in Renewable Energy Sources on the Basis of AE-method Using Genetic AlgorithmV. Ten, N. T. Isembergenov, Y. Akhmetbekov, D. Sarbassov, A. Iglikov, B. T. Matkarimov. 493-497 [doi]
• Application of Adaptive Artificial Neural Network Method to Model the Excitation Currents of Synchronous MotorsRamazan Bayindir, Ilhami Colak, Seref Sagiroglu, Hamdi Tolga Kahraman. 498-502 [doi]
• A Novel Neural Network Based Control Method with Adaptive On-Line Training for DC-DC ConvertersHidenori Maruta, Masashi Motomura, Fujio Kurokawa. 503-508 [doi]
• Multivariate Assessment of a Repair Program for a New York City Electrical GridRebecca J. Passonneau, Ashish Tomar, Somnath Sarkar, Haimonti Dutta, Axinia Radeva. 509-514 [doi]
• Unsupervised Disaggregation for Non-intrusive Load MonitoringSundeep Pattem. 515-520 [doi]
• Excitation Current Forecasting for Reactive Power Compensation in Synchronous Motors: A Data Mining ApproachRamazan Bayindir, Mehmet Yesilbudak, Ilhami Colak, Seref Sagiroglu. 521-525 [doi]
• Monitoring and Determination of Wind Energy Potential by Web Based Wireless NetworkOnur Keskin, Ismet Ates, Ziya Haktan Karadeniz, Alpaslan Turgut, Zeki KiRal. 526-530 [doi]
• Decision Level Fusion of Wavelet Features for Ocean Turbine State DetectionJanell Duhaney, Taghi M. Khoshgoftaar. 531-537 [doi]
• Exploiting Representational Diversity for Time Series ClassificationTim Oates, Colin F. Mackenzie, Deborah M. Stein, Lynn G. Stansbury, Joseph Dubose, Bizhan Aarabi, Peter Fu-Ming Hu. 538-544 [doi]
• Finding Survival Groups in SEER Lung Cancer DataIryna Skrypnyk. 545-550 [doi]
• A Novel Noise-Resistant Boosting Algorithm for Class-Skewed DataJason Van Hulse, Taghi M. Khoshgoftaar, Amri Napolitano. 551-557 [doi]
• Jensen-Shannon Divergence in Ensembles of Concurrently-Trained Neural NetworksAaron Mishtal, Itamar Arel. 558-562 [doi]
• O-linked Glycosylation Site Prediction Using Ensemble of Graphical ModelsAditya Sriram, Feng Luo. 563-568 [doi]
• A Hybrid Method for Estimating the Predominant Number of Clusters in a Data SetJamil Alshaqsi, Wenjia Wang. 569-573 [doi]
• Face Recognition Challenge: Object Recognition Approaches for Human/Avatar ClassificationToshihiko Yamasaki, Tsuhan Chen. 574-579 [doi]
• Convolutional Neural Networks Applied to Human Face ClassificationBrian Cheung. 580-583 [doi]
• Learning Visual Features for the Avatar Captcha Recognition ChallengeMohammed Korayem, Abdallah A. Mohamed, David J. Crandall, Roman V. Yampolskiy. 584-587 [doi]
• Ensemble Feature Selection in Face Recognition: ICMLA 2012 ChallengeSalem Alelyani, Huan Liu. 588-591 [doi]
• ICMLA Face Recognition Challenge - Results of the Team Computational Intelligence MittweidaThomas Villmann, Marika Kästner, David Nebel, Martin Riedel. 592-595 [doi]