| 2015 | 14th IEEE International Conference on Machine Learning and Applications, ICMLA 2015, Miami, FL, USA, December 9-11, 2015 Tao Li, Lukasz A. Kurgan, Vasile Palade, Randy Goebel, Andreas Holzinger, Karin Verspoor, M. Arif Wani |
| 2015 | A Bayesian Classification Approach to Improving Performance for a Real-World Sales Forecasting Application. Claire Gallagher, Michael G. Madden, Brian D'Arcy |
| 2015 | A Bilevel Parameter Tuning Strategy of Partially Connected ANNs. Mina Moradi Kordmahalleh, Mohammad Gorji Sefidmazgi, Abdollah Homaifar |
| 2015 | A Code-Centric Cluster-Based Approach for Searching Online Support Forums for Programmers. Christopher Scaffidi, Christopher Chambers, Sheela Surisetty |
| 2015 | A Data-Driven Method to Detect the Abnormal Instances in an Electricity Market. Payam Zamani Dehkordi, Logan Rakai, Hamidreza Zareipour |
| 2015 | A Demonstration of Stability-Plasticity Imbalance in Multi-agent, Decomposition-Based Learning. Sean C. Mondesire, R. Paul Wiegand |
| 2015 | A Family of Chisini Mean Based Jensen-Shannon Divergence Kernels. Piyush Kumar Sharma, Gary Holness, Yuri Markushin, Noureddine Melikechi |
| 2015 | A Finite Gamma Mixture Model-Based Discriminative Learning Frameworks. Faisal R. Al-Osaimi, Nizar Bouguila |
| 2015 | A Generic Platform to Automate Legal Knowledge Work Process Using Machine Learning. K. M. Annervaz, Jovin George, Shubhashis Sengupta |
| 2015 | A Hierarchical Deep Neural Network for Fault Diagnosis on Tennessee-Eastman Process. Danfeng Xie, Li Bai |
| 2015 | A Highly Distributable Computational Framework for Fast Cloud Data Retrieval. Amir H. Basirat, Asad I. Khan, Bala Srinivasan |
| 2015 | A Hybrid Method for Intrusion Detection. Yavuz Canbay, Seref Sagiroglu |
| 2015 | A Machine Learning Approach to False Alarm Detection for Critical Arrhythmia Alarms. Xing Wang, Yifeng Gao, Jessica Lin, Huzefa Rangwala, Ranjeev Mittu |
| 2015 | A Machine Learning Based WSN System for Autism Activity Recognition. Sami S. Alwakeel, Bassem Alhalabi, Hadi M. Aggoune, Mohammed Alwakeel |
| 2015 | A Machine-Learning Based Approach for Measuring the Completeness of Online Privacy Policies. Niharika Guntamukkala, Rozita Dara, Gary Gréwal |
| 2015 | A Model of Local Binary Pattern Feature Descriptor for Valence Facial Expression Classification. Ruth Agada, Jie Yan |
| 2015 | A Multiscale Spectral Method for Learning Number of Clusters. Anna V. Little, Alicia Byrd |
| 2015 | A Neural Network Based Handover Management Strategy for Heterogeneous Networks. Nasser M. Alotaibi, Sami S. Alwakeel |
| 2015 | A Neural Network Based Kidney Segmentation from MR Images. Numan Goceri, Evgin Göçeri |
| 2015 | A New Cyber Security Alert System for Twitter. Yigit Erkal, Mustafa Sezgin, Sedef Gunduz |
| 2015 | A New Video Steganography Algorithm Based on the Multiple Object Tracking and Hamming Codes. Ramadhan J. Mstafa, Khaled M. Elleithy |
| 2015 | A Non-parametric Hidden Markov Clustering Model with Applications to Time Varying User Activity Analysis. Wutao Wei, Chuanhai Liu, Michael Yu Zhu, Sorin Adam Matei |
| 2015 | A Novel Study for the Modeling of Monthly Evaporation Using K-Nearest Neighbor Algorithms for a Semi-Arid Continental Climate. Onur Genc, Ali Dag, Mehmet Ardiclioglu |
| 2015 | A Power Variance Test for Nonstationarity in Complex-Valued Signals. Thomas E. Bartlett, Adam M. Sykulski, Sofia C. Olhede, Jonathan M. Lilly, Jeffrey J. Early |
| 2015 | A Proposal of a Methodological Framework with Experimental Guidelines to Investigate Clustering Stability on Financial Time Series. Gautier Marti, Philippe Very, Philippe Donnat, Frank Nielsen |
| 2015 | A Review of Machine Learning Solutions to Denial-of-Services Attacks in Wireless Sensor Networks. Sedef Gunduz, Bilgehan Arslan, Mehmet Demirci |
| 2015 | A Study of the Use of Complexity Measures in the Similarity Search Process Adopted by kNN Algorithm for Time Series Prediction. Antonio Rafael Sabino Parmezan, Gustavo E. A. P. A. Batista |
| 2015 | A Support Vector Classification Model with Partial Empirical Risks Given. Linkai Luo, Ling-Jun Ye, Qifeng Zhou, Hong Peng |
| 2015 | A Survey of Machine Learning Applications for Energy-Efficient Resource Management in Cloud Computing Environments. Mehmet Demirci |
| 2015 | A Two-Step Dynamic Inventory Forecasting Model for Large Manufacturing. Qifeng Zhou, Ruyuan Han, Tao Li |
| 2015 | A Web-Based Auction Platform for Electricity Retail Markets. Burak Colak, Mehmet Ali Gokmen, Hürevren Kiliç |
| 2015 | ABC-sampling for Balancing Imbalanced Datasets Based on Artificial Bee Colony Algorithm. Ali Braytee, Farookh Khadeer Hussain, Ali Anaissi, Paul J. Kennedy |
| 2015 | Achievements Recommendation Framework Based on Scientific Collaboration Network. Xiaohui Li, Jie Peng, Shanqing Li |
| 2015 | Acoustic Features for Recognizing Musical Artist Influence. Brandon G. Morton, Youngmoo E. Kim |
| 2015 | Active Information Retrieval for Linking Twitter Posts with Political Debates. Raheleh Makki, Axel J. Soto, Stephen Brooks, Evangelos E. Milios |
| 2015 | Active Learning for One-Class Classification. Vincent Barnabe-Lortie, Colin Bellinger, Nathalie Japkowicz |
| 2015 | Adaptive Fuzzy Prediction for Automotive Applications Usage. Shiqi Qiu, Ryan A. McGee, Yi Lu Murphey |
| 2015 | Adaptive Modular Approach for Online Fault Diagnosis of Discrete Event Systems. Moamar Sayed-Mouchaweh |
| 2015 | Adaptive OpenMP Task Scheduling Using Runtime APIs and Machine Learning. Ahmad Qawasmeh, Abid Muslim Malik, Barbara M. Chapman |
| 2015 | An Application of Classification and Class Decomposition to Use Case Point Estimation Method. Mohammad Azzeh, Ali Bou Nassif, Shadi Banitaan |
| 2015 | An Application of Neural Networks to Predicting Mastery of Learning Outcomes in the Treatment of Autism Spectrum Disorder. Erik Linstead, Rene German, Dennis Dixon, Doreen Granpeesheh, Marlena Novack, Alva Powell |
| 2015 | An Asynchronous Implementation of the Limited Memory CMA-ES. Viktor Arkhipov, Maxim Buzdalov, Anatoly Shalyto |
| 2015 | An Automatic Recognition for the Auditory Brainstem Response Waveform. Balemir Uragun |
| 2015 | An EMD Based Method for Reduction of Ballistocardiogram Artifact from EEG Studies of Evoked Potentials. Ehtasham Javed, Ibrahima Faye, Aamir Saeed Malik, Jafri Malin Abdullah |
| 2015 | An Edge-Less Approach to Horizon Line Detection. Touqeer Ahmad, George Bebis, Monica N. Nicolescu, Ara V. Nefian, Terry Fong |
| 2015 | An Empirical Study on Structured Dichotomies in Music Genre Classification. Tom Arjannikov, John Z. Zhang |
| 2015 | An Industrial-Strength Pipeline for Recognizing Fasteners. Nashlie H. Sephus, Sravan Bhagavatula, Palash Shastri, Erica Gabriel |
| 2015 | An Interval-Radial Algorithm for Hierarchical Clustering Analysis. Christopher Rhodes, James Lemon, Chenyi Hu |
| 2015 | Analyzing the Gender Wage Gap in Ontario's Public Sector. Luiza Antonie, Andrew D'Angelo, Gary Gréwal, Miana Plesca |
| 2015 | Ankle Rehabilitation System with Feedback from a Smartphone Wireless Gyroscope Platform and Machine Learning Classification. Robert LeMoyne, Timothy Mastroianni, Anthony L. Hessel, Kiisa Nishikawa |
| 2015 | Anomalies Detection in Smart-Home Activities. Labiba Gillani Fahad, Muttukrishnan Rajarajan |
| 2015 | Application of a Multilayer Perceptron Neural Network for Classifying Software Platforms of a Powered Prosthesis through a Force Plate. Robert LeMoyne, Timothy Mastroianni, Anthony L. Hessel, Kiisa Nishikawa |
| 2015 | Artificial Neural Network Based Abdominal Organ Segmentations: A Review. Evgin Göçeri, Esther Martinez |
| 2015 | Augmenting Interactive Evolution with Multi-objective Optimization. Joshua R. Christman, Brian G. Woolley |
| 2015 | Automated Detection of Adenoviral Conjunctivitis Disease from Facial Images using Machine Learning. Melih Günay, Evgin Göçeri, Taner Danisman |
| 2015 | Automatic Topic Labeling Using Ontology-Based Topic Models. Mehdi Allahyari, Krys J. Kochut |
| 2015 | Automatically Discovering Fatigue Patterns from Sparsely Labelled Temporal Data. Karen Guo, Paul Schrater |
| 2015 | Basin Clustering of Turkey by Use of Monthly Stream-Flow Data. Yusuf Arslan, Aysenur Birturk, Sinan Eren |
| 2015 | Boosting the Detection of Malicious Documents Using Designated Active Learning Methods. Nir Nissim, Aviad Cohen, Yuval Elovici |
| 2015 | Boosting with Adaptive Sampling for Multi-class Classification. Jianhua Chen |
| 2015 | BreakFast: Analyzing Celerity of News. Shuguang Wang, Eui-Hong Sam Han |
| 2015 | Car Following Markov Regime Classification and Calibration. Ahmed Bayoumy Zaky, Walid Gomaa, Mohamed Abdelaziz Khamis |
| 2015 | Class Decomposition Using K-Means and Hierarchical Clustering. Shadi Banitaan, Ali Bou Nassif, Mohammad Azzeh |
| 2015 | Class Discovery via Bimodal Feature Selection in Unsupervised Settings. Jessica Curtis, Mark A. Kon |
| 2015 | Classification of Evolving Data Streams with Infinitely Delayed Labels. Vinícius M. A. de Souza, Diego Furtado Silva, Gustavo E. A. P. A. Batista, João Gama |
| 2015 | Classification of Occluded Objects Using Fast Recurrent Processing. Özgür Yilmaz |
| 2015 | Combating Comment Spam with Machine Learning Approaches. Mansour Alsaleh, Abdulrahman Alarifi, Fatima Al-Quayed, AbdulMalik S. Al-Salman |
| 2015 | Comparative Evaluation of Top-N Recommenders in e-Commerce: An Industrial Perspective. Dimitris Paraschakis, Bengt J. Nilsson, John Hollander |
| 2015 | Complex Decomposition of the Negative Distance Kernel. Tim vor der Brück, Steffen Eger, Alexander Mehler |
| 2015 | Concept of 4th Dimension for Databases. Erdal Irmak, Ömer Kurtuldu |
| 2015 | Constrained Projective Non-negative Matrix Factorization for Semi-supervised Multi-label Learning. Xiang Zhang, Naiyang Guan, Zhigang Luo, Xuejun Yang |
| 2015 | Coordinate Descent Fuzzy Twin Support Vector Machine for Classification. Bin-Bin Gao, Jian-Jun Wang, Yao Wang, Chan-Yun Yang |
| 2015 | Data-Based Statistical Models of Data Networks. Alexander P. Kuleshov, Alexander V. Bernstein, Yury Agalakov |
| 2015 | Data-Driven Kernels via Semi-supervised Clustering on the Manifold. Jared Lundell, Charles DuHadway, Dan Ventura |
| 2015 | Decaying Potential Fields Neural Network: An Approach for Parallelizing Topologically Indicative Mapping Exemplars. Clinton Rogers, Iren Valova |
| 2015 | Decision Tree Learning for Fraud Detection in Consumer Energy Consumption. Christa Cody, Vitaly Ford, Ambareen Siraj |
| 2015 | Deep Neural Networks with Parallel Autoencoders for Learning Pairwise Relations: Handwritten Digits Subtraction. Tianchuan Du, Li Liao |
| 2015 | Deep Neural Networks: A Case Study for Music Genre Classification. Arjun Raj Rajanna, Kamelia Aryafar, Ali Shokoufandeh, Raymond W. Ptucha |
| 2015 | Demographic Group Classification of Smart Device Users. Adel R. Alharbi, Mitchell A. Thornton |
| 2015 | Detecting Credit Card Fraud Using Periodic Features. Alejandro Correa Bahnsen, Djamila Aouada, Aleksandar Stojanovic, Björn E. Ottersten |
| 2015 | Detecting Erosion Events in Earth Dam and Levee Passive Seismic Data with Clustering. Wendy Belcher, Tracy Camp, Valeria V. Krzhizhanovskaya |
| 2015 | Detection of SSH Brute Force Attacks Using Aggregated Netflow Data. Maryam M. Najafabadi, Taghi M. Khoshgoftaar, Chad Calvert, Clifford Kemp |
| 2015 | Diagnosis of Bearing Defects in Induction Motors by Fuzzy-Neighborhood Density-Based Clustering. Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif, Jafar Zarei, Vasile Palade |
| 2015 | 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 |
| 2015 | Donor Selection for Hematopoietic Stem Cell Transplant Using Cost-Sensitive SVM. Adarsh Sivasankaran, Vladimir Cherkassky, Mark Albrecht, Eric Williams, Martin Maiers |
| 2015 | EEG-based Secondary Task Detection in a Multiple Objective Operational Environment. Joseph J. Giametta, Brett J. Borghetti |
| 2015 | Effective User Authentications Using Keystroke Dynamics Based on Feature Selections. Alaa Darabseh, Akbar Siami Namin |
| 2015 | Efficient and Rotation Invariant Fingerprint Matching Algorithm Using Adjustment Factor. Asif Iqbal Khan, M. Arif Wani |
| 2015 | Evaluating Real-Time Anomaly Detection Algorithms - The Numenta Anomaly Benchmark. Alexander Lavin, Subutai Ahmad |
| 2015 | Evaluating the Uncertainty of a Bayesian Network Query Response by Using Joint Probability Distribution. Yang Shao, Toshinori Miyoshi, Yasutaka Hasegawa, Hideyuki Ban |
| 2015 | Event Prioritization and Correlation Based on Pattern Mining Techniques. Mona Lange, Ralf Möller, Gregor Lang, Felix Kuhr |
| 2015 | Example-Specific Density Based Matching Kernels for Scene Classification Using Support Vector Machines. Abhijeet Sachdev, Veena Thenkanidiyoor, Aroor Dinesh Dileep, C. Chandra Sekhar |
| 2015 | Extracting Topical Information of Tweets Using Hashtags. Zeynep Zengin Alp, Sule Gündüz Ögüdücü |
| 2015 | Eye State Prediction from EEG Data Using Boosted Rotational Forests. Cameron R. Hamilton, Shervin Shahryari, Khaled M. Rasheed |
| 2015 | Feature Selection Using Gustafson-Kessel Fuzzy Algorithm in High Dimension Data Clustering. George Georgiev, Natacha Gueorguieva, Matthew Chiappa, Austin Krauza |
| 2015 | Fine-Grained Opinion Extraction with Markov Logic Networks. Luis Gerardo Mojica, Vincent Ng |
| 2015 | Frequent Set Mining for Streaming Mixed and Large Data. Rohan Khade, Jessica Lin, Nital Patel |
| 2015 | Gaussian Mixture Model Cluster Forest. Jan Janousek, Petr Gajdos, Michal Radecký, Václav Snásel |
| 2015 | Hidden Markov Support Vector Machines for Self-Paced Brain Computer Interfaces. Hossein Bashashati, Rabab K. Ward, Ali Bashashati |
| 2015 | Human Action Recognition Using Accelerated Variational Learning of Infinite Dirichlet Mixture Models. Wentao Fan, Hassen Sallay, Nizar Bouguila, Ji-Xiang Du |
| 2015 | Identifying Daily Electric Consumption Patterns from Smart Meter Data by Means of Clustering Algorithms. Feteh Nassim Melzi, Mohamed-Haykel Zayani, Amira Ben Hamida, Allou Samé, Latifa Oukhellou |
| 2015 | Improved Wind Power Forecasting Using Combination Methods. Ceyda Er Koksoy, Mehmet Baris Özkan, Serkan Buhan, Turan Demirci, Yusuf Arslan, Aysenur Birturk, Pinar Karagoz |
| 2015 | Improvement of Transient Response of PI Controller with Reference Modification for Digitally Controlled DC-DC Converter. Hidenori Maruta, Daiki Mitsutake, Hironobu Taniguchi, Fujio Kurokawa |
| 2015 | Increasing Grid Flexibility Through Improved Electricity Demand Prediction in Nicaragua. Stephen Suffian, Diego Ponce de León Baridó, Madhura Ingalhalikar, Pritpal Singh |
| 2015 | Incremental Learning on Decorrelated Approximators. Jan H. Schoenke, Werner Brockmann |
| 2015 | Inertia Based Recognition of Daily Activities with ANNs and Spectrotemporal Features. Ozsel Kilinc, Alexander Dalzell, Ismail Uluturk, Ismail Uysal |
| 2015 | Integrating Active Learning with Supervision for Crowdsourcing Generalization. Zhenyu Shu, Victor S. Sheng, Yang Zhang, Dianhong Wang, Jing Zhang, Heng Chen |
| 2015 | Intelligent Bus Stop Identification Using Smartphone Sensors. Kaavya Srinivasan, Konstantinos Kalpakis |
| 2015 | Interpretable Classifier for Identifying High-Value Child Support Cases. Bryan Dolan, Kirk Ocke, Eric Gross, Yasmine Charif |
| 2015 | Investigating Eating Behaviours Using Topic Models. Ruth White, William S. Harwin, William Holderbaum, Laura Johnson |
| 2015 | Investigating New Bootstrapping Approaches of Bagging Classifiers to Account for Class Imbalance in Bioinformatics Datasets. Alireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano |
| 2015 | Lambda Consensus Clustering. Douglas R. Heisterkamp |
| 2015 | Layer-Specific Adaptive Learning Rates for Deep Networks. Bharat Singh, Soham De, Yangmuzi Zhang, Thomas A. Goldstein, Gavin Taylor |
| 2015 | Learning Common Metrics for Homogenous Tasks in Traffic Flow Prediction. Haikun Hong, Xiabing Zhou, Wenhao Huang, Xingxing Xing, Fei Chen, Yu Lei, Kaigui Bian, Kunqing Xie |
| 2015 | Learning Complex Events from Sequences with Informed Gaps. Pablo Gay, Beatriz López, Joaquím Meléndez |
| 2015 | Learning Context-Based Outcomes for Mobile Robots in Unstructured Indoor Environments. Priyam Parashar, Robert Fisher, Reid G. Simmons, Manuela M. Veloso, Joydeep Biswas |
| 2015 | Learning Convex Piecewise Linear Machine for Data-Driven Optimal Control. Yuxun Zhou, Baihong Jin, Costas J. Spanos |
| 2015 | Learning Multi-valued Biological Models with Delayed Influence from Time-Series Observations. Tony Ribeiro, Morgan Magnin, Katsumi Inoue, Chiaki Sakama |
| 2015 | Learning from Synthetic Data Using a Stacked Multichannel Autoencoder. Xi Zhang, Yanwei Fu, Shanshan Jiang, Leonid Sigal, Gady Agam |
| 2015 | Learning from the Crowd with Neural Network. Jingjing Li, Victor S. Sheng, Zhenyu Shu, Yanxia Cheng, Yuqin Jin, Yuan-feng Yan |
| 2015 | Linear KernelPCA and K-Means Clustering Using New Estimated Eigenvectors of the Sample Covariance Matrix. Nassara Elhadji Ille Gado, Edith Grall-Maës, Malika Kharouf |
| 2015 | Local Coordinate Projective Non-negative Matrix Factorization. Qing Liao, Xiang Zhang, Naiyang Guan, Qian Zhang |
| 2015 | MDL-based Hierarchical Clustering. Zdravko Markov |
| 2015 | MLaaS: Machine Learning as a Service. Mauro Ribeiro, Katarina Grolinger, Miriam A. M. Capretz |
| 2015 | Malware Detection in Android-Based Mobile Environments Using Optimum-Path Forest. Kelton A. P. da Costa, Luis Alexandre da Silva, Guilherme Brandão Martins, Gustavo H. Rosa, Clayton R. Pereira, João Paulo Papa |
| 2015 | Measuring Level-K Reasoning, Satisficing, and Human Error in Game-Play Data. Tamal Biswas, Kenneth W. Regan |
| 2015 | Measuring and Modelling Delays in Robot Manipulators for Temporally Precise Control Using Machine Learning. Thomas Timm Andersen, Heni Ben Amor, Nils Axel Andersen, Ole Ravn |
| 2015 | Medical Image Classification via SVM Using LBP Features from Saliency-Based Folded Data. Zehra Camlica, Hamid R. Tizhoosh, Farzad Khalvati |
| 2015 | Metabolic Profiling of 1H NMR Spectra in Chronic Kidney Disease with Local Predictive Modeling. Margaux Luck, Anastasia Yartseva, Gildas Bertho, Eric Thervet, Philippe Beaune, Nicolas Pallet, Cécilia Damon |
| 2015 | Mining Clusters in XML Corpora Based on Bayesian Generative Topic Modeling. Gianni Costa, Riccardo Ortale |
| 2015 | Mining over a Reliable Evidential Database: Application on Amphiphilic Chemical Database. Ahmed Samet, Tien-Tuan Dao |
| 2015 | Model Shrinking for Embedded Keyword Spotting. Ming Sun, Varun K. Nagaraja, Björn Hoffmeister, Shiv Vitaladevuni |
| 2015 | Modeling and Simulation of Community Mobility Model for Next Generation Wireless Networks Using Coloured Petri Nets. Naeem Akhtar Khan, Farooq Ahmad, Syed Asad Hussain, Sher Afzal Khan |
| 2015 | Multi-label Classification of Anemia Patients. Colin Bellinger, Ali Amid, Nathalie Japkowicz, Herna L. Viktor |
| 2015 | Multi-level Resolution Features for Classification of Transportation Trajectories. Aidan Macdonald, Jeffrey Ellen |
| 2015 | Multi-period Prediction of Solar Radiation Using ARMA and ARIMA Models. Ilhami Colak, Mehmet Yesilbudak, Naci Genç, Ramazan Bayindir |
| 2015 | Multi-query Optimization in Federated Databases Using Evolutionary Algorithm. Sameen Mansha, Faisal Kamiran |
| 2015 | Multiple Imputation of Missing Residuals for Fault Classification: A Wind Turbine Application. Eman M. Nejad, Roozbeh Razavi-Far, Q. M. Jonathan Wu, Mehrdad Saif |
| 2015 | Nearest Neighbor Minutia Quadruplets Based Fingerprint Matching with Reduced Time and Space Complexity. A. Tirupathi Rao, N. Pattabhi Ramaiah, V. Raghavendra Reddy, C. Krishna Mohan |
| 2015 | NewsCubeSum: A Personalized Multidimensional News Update Summarization System. Dingding Wang, Lei Li, Tao Li |
| 2015 | Nonparametric Bayesian Modeling for Automated Database Schema Matching. Erik M. Ferragut, Jason A. Laska |
| 2015 | On Asymmetric Similarity Search. Ankita Garg, Catherine G. Enright, Michael G. Madden |
| 2015 | Online Learning Algorithm for Collective LDA. Xiaoyu Chen, Jiangchao Yao, Yanfeng Wang, Ya Zhang |
| 2015 | Online One-Class SVMs with Active-Set Optimization for Data Streams. Katelyn Gao |
| 2015 | Optimized Small-Scaled Hybrid Energy Management of a Smart House Based on Genetic Algorithm. Viktor Ten, Zhandos Yessenbayev, Akmaral Shamshimova, Albina Khakimova |
| 2015 | Optimizing Attack Surface and Configuration Diversity Using Multi-objective Reinforcement Learning. Bentz Tozer, Thomas A. Mazzuchi, Shahram Sarkani |
| 2015 | Parallelization of Minimum Probability Flow on Binary Markov Random Fields. James Brofos, Rui Shu |
| 2015 | Path for Kernel Adaptive One-Class Support Vector Machine. Van Khoa Le, Pierre Beauseroy |
| 2015 | Patient Identification for Telehealth Programs. Martha Ganser, Sauptik Dhar, Unmesh Kurup, Carlos Cunha, Aca Gacic |
| 2015 | Performance Analysis of Majority Vote Combiner for Multiple Classifier Systems. Mohammed Falih Hassan, Ikhlas Abdel-Qader |
| 2015 | Performance Investigation of UCB Policy in Q-learning. Koki Saito, Akira Notsu, Seiki Ubukata, Katsuhiro Honda |
| 2015 | Population Migration Using Dominance in Multi-population Cultural Algorithms. Santosh Upadhyayula, Ziad Kobti |
| 2015 | Predictable Feature Analysis. Stefan Richthofer, Laurenz Wiskott |
| 2015 | Predicting Churn of Expert Respondents in Social Networks Using Data Mining Techniques: A Case Study of Stack Overflow. Ifeoma Adaji, Julita Vassileva |
| 2015 | Predicting Energy Demand Peak Using M5 Model Trees. Sara S. Abdelkader, Katarina Grolinger, Miriam A. M. Capretz |
| 2015 | Predicting New Friendships in Social Networks. Anvardh Nanduri, Huzefa Rangwala |
| 2015 | Predicting Vulnerable Software Components through N-Gram Analysis and Statistical Feature Selection. Yulei Pang, Xiaozhen Xue, Akbar Siami Namin |
| 2015 | Prediction of Continuous Phenotypes in Mouse, Fly, and Rice Genome Wide Association Studies with Support Vector Regression SNPs and Ridge Regression Classifier. Abdulrhman Aljouie, Usman Roshan |
| 2015 | Prediction of SPEI Using MLR and ANN: A Case Study for Wilsons Promontory Station in Victoria. Soukayna Mouatadid, Ravinesh C. Deo, Jan Franklin Adamowski |
| 2015 | Prediction of Sunspot Number Using Minimum Error Entropy Cost Based Kernel Adaptive Filters. Pratik Prabhanjan Brahma |
| 2015 | Prediction of Users' Response Time in Q&A Communities. Nikolay Burlutskiy, Andrew Fish, Nour Ali, Miltos Petridis |
| 2015 | Probabilistic Graphical Models and Deep Belief Networks for Prognosis of Breast Cancer. Mahmoud Khademi, Nedialko S. Nedialkov |
| 2015 | Probabilistic Models for One-Day Ahead Solar Irradiance Forecasting in Renewable Energy Applications. Carlos V. A. Silva, Lipyeow Lim, Duane Stevens, Dora Nakafuji |
| 2015 | RPC: An Efficient Classifier Ensemble Using Random Projections. Lovedeep Gondara |
| 2015 | Random Forest with Random Projection to Impute Missing Gene Expression Data. Lovedeep Gondara |
| 2015 | Real-Time American Sign Language Recognition System Using Surface EMG Signal. Celal Savur, Ferat Sahin |
| 2015 | Recognizing Human Activities from Raw Accelerometer Data Using Deep Neural Networks. Licheng Zhang, Xihong Wu, Dingsheng Luo |
| 2015 | Regularized Supervised Topic Model for Continuous Emotion Analysis. Prasanth Lade, Hemanth Venkateswara, Sethuraman Panchanathan |
| 2015 | Rejection Factors of Pull Requests Filed by Core Team Developers in Software Projects with High Acceptance Rates. Daricélio Moreira Soares, Manoel Limeira de Lima Júnior, Leonardo Murta, Alexandre Plastino |
| 2015 | Request Type Prediction for Web Robot and Internet of Things Traffic. Nathan Rude, Derek Doran |
| 2015 | Resampling-Based Variable Selection with Lasso for p >> n and Partially Linear Models. Mihaela Andreea Mares, Yike Guo |
| 2015 | Resource Allocation Predictive Modeling to Optimize Virtual World Simulator Performance. Sean C. Mondesire, Douglas B. Maxwell, Jonathan Stevens, Rebecca Leis |
| 2015 | Restricted Boltzmann Machine for Nonlinear System Modeling. Erick De la Rosa, Wen Yu |
| 2015 | Robust Vehicle Tracking Using Perceptual Hashing Algorithm. Zheng Li, Jian-Fei Yang, Long Chen, Juan Zha |
| 2015 | SMS Spam Filtering Through Optimum-Path Forest-Based Classifiers. Dheny Fernandes, Kelton A. P. da Costa, Tiago A. Almeida, João Paulo Papa |
| 2015 | Scalable Learning of Entity and Predicate Embeddings for Knowledge Graph Completion. Pasquale Minervini, Nicola Fanizzi, Claudia d'Amato, Floriana Esposito |
| 2015 | Scrubbing the Web for Association Rules: An Application in Predictive Text. Justin Lovinger, Iren Valova |
| 2015 | Secure Data Aggregation Model (SDAM) in Wireless Sensor Networks. Mohamed Ben Haj Frej, Khaled Elleithy |
| 2015 | Self-Configuring and Evolving Fuzzy Image Thresholding. Ahmed A. Othman, Hamid R. Tizhoosh, Farzad Khalvati |
| 2015 | Semi Supervised Learning for Human Activity Recognition Using Depth Cameras. Moustafa F. Mabrouk, Nagia M. Ghanem, Mohamed A. Ismail |
| 2015 | Sequence Classification with Neural Conditional Random Fields. Myriam Abramson |
| 2015 | Sequential Covariance-Matrix Estimation with Application to Mitigating Catastrophic Forgetting. Tomer Lancewicki, Benjamin Goodrich, Itamar Arel |
| 2015 | Simplicity of Kmeans Versus Deepness of Deep Learning: A Case of Unsupervised Feature Learning with Limited Data. Murat Dundar, Qiang Kou, Baichuan Zhang, Yicheng He, Bartek Rajwa |
| 2015 | SkILL - A Stochastic Inductive Logic Learner. Joana Côrte-Real, Theofrastos Mantadelis, Inês de Castro Dutra, Ricardo Rocha, Elizabeth S. Burnside |
| 2015 | Solving the Academic Timetable Problem Thinking on Student Needs. Maria Weslane Sousa Almeida, João Paulo Souza Medeiros, Patricia Rufino Oliveira |
| 2015 | Source-Aware Partitioning for Robust Cross-Validation. Ozsel Kilinc, Ismail Uysal |
| 2015 | Sparse Temporal Difference Learning via Alternating Direction Method of Multipliers. Nikos Tsipinakis, James D. B. Nelson |
| 2015 | Speaker Adaptation Using Speaker Similarity Score on DNN Features. Muhammad Rizwan, David V. Anderson |
| 2015 | Speaker Identification in Medical Simulation Data Using Fisher Vector Representation. Shuangshuang Jiang, Hichem Frigui, Aaron W. Calhoun |
| 2015 | State Tracking of Composite Delaminations with a Bayesian Filter. Elizabeth D. Gregory, Stephen D. Holland |
| 2015 | Statistical Downscaling of Climate Change Scenarios of Rainfall and Temperature over Indira Sagar Canal Command Area in Madhya Pradesh, India. Rituraj, Shukla |
| 2015 | Statistical Fault Localization Based on Importance Sampling. Akbar Siami Namin |
| 2015 | Statistical Learning via Manifold Learning. Alexander V. Bernstein, Alexander P. Kuleshov, Yury Yanovich |
| 2015 | Statistical Scenarios for Demand Forecast of a High Voltage Feeder: A Comparative Study. Ramazan Bayindir, Mehmet Yesilbudak, Umut Cetinkaya, H. Ibrahim Bulbul, Fahrettin Arslan |
| 2015 | Study of How the Integration of Artificial Neural Network and Genetic Algorithm Should Be Made for Modeling Meteorological Data. Thiago Meirelles Ventura, Allan Gonçalves de Oliveira, Claudia Aparecida Martins, Josiel Maimone de Figueiredo, Raphael de Souza Rosa Gomes |
| 2015 | Summary Sentence Classification Using Stylometry. Rushdi Shams, Robert E. Mercer |
| 2015 | Superposed Naive Bayes for Accurate and Interpretable Prediction. Toshiki Mori |
| 2015 | Synthetic Oversampling for Advanced Radioactive Threat Detection. Colin Bellinger, Nathalie Japkowicz, Christopher Drummond |
| 2015 | The Effect of Clustering on Data Privacy. Pelin Canbay, Hayri Sever |
| 2015 | The Effect of Dataset Size on Training Tweet Sentiment Classifiers. Joseph D. Prusa, Taghi M. Khoshgoftaar, Naeem Seliya |
| 2015 | The Influence of Sample Reconstruction on Stock Trend Prediction via NARX Neural Network. Yi Wei, Vipin Chaudhary |
| 2015 | Thompson Sampling Guided Stochastic Searching on the Line for Non-stationary Adversarial Learning. Sondre Glimsdal, Ole-Christoffer Granmo |
| 2015 | Time Series Prediction Based on Online Learning. Qing Song |
| 2015 | Topic Novelty Detection Using Infinite Variational Inverted Dirichlet Mixture Models. Wentao Fan, Nizar Bouguila |
| 2015 | Towards Sleep Apnea Screening with an Under-the-Mattress IR-UWB Radar Using Machine Learning. Abdul Qadir Javaid, Carlo M. Noble, Russell Rosenberg, Mary Ann Weitnauer |
| 2015 | Transfer Learning of Air Combat Behavior. Armon Toubman, Jan Joris Roessingh, Pieter Spronck, Aske Plaat, H. Jaap van den Herik |
| 2015 | TubeSpam: Comment Spam Filtering on YouTube. Túlio C. Alberto, Johannes V. Lochter, Tiago A. Almeida |
| 2015 | Unsupervised Learning and Image Classification in High Performance Computing Cluster. Itauma Itauma, Melih S. Aslan, Flavio Villanustre, Xue-wen Chen |
| 2015 | Using Bipartite Anomaly Features for Cyber Security Applications. Eric L. Goodman, Joe Ingram, Shawn Martin, Dirk Grunwald |
| 2015 | Using Consumer Behavior Data to Reduce Energy Consumption in Smart Homes: Applying Machine Learning to Save Energy without Lowering Comfort of Inhabitants. Daniel Schweizer, Michael Zehnder, Holger Wache, Hans Friedrich Witschel, Danilo Zanatta, Miguel Rodriguez |
| 2015 | Using Machine Learning to Understand and Mitigate Model Form Uncertainty in Turbulence Models. Julia Ling |
| 2015 | Using Vector Quantization of Hough Transform for Circle Detection. Bing Zhou |
| 2015 | Utilizing Ensemble, Data Sampling and Feature Selection Techniques for Improving Classification Performance on Tweet Sentiment Data. Joseph D. Prusa, Taghi M. Khoshgoftaar, Amri Napolitano |
| 2015 | VISAGE: A Support Vector Machine Approach to Group Dynamic Analysis. Abhilasha Ravichander, Supriya Vijay, Varshini Ramaseshan, S. Natarajan |
| 2015 | Vibration Learning and Control towards Vibration Actuated Robotic Systems. Woong Yeol Joe |
| 2015 | WNN-based Fast Event Pattern Detection and Prediction Using Reversed Pattern Tree for Cloud System Reliability Management. Zhengping Wu, Yuanyao Liu |
| 2015 | Weakly Supervised Learning of Dialogue Structure in MOOC Forum Threads. Robert Fisher, Reid G. Simmons, Caroline Malin-Mayor |
| 2015 | What to Learn Next: Recommending Commands in a Feature-Rich Environment. Sedigheh Zolaktaf, Gail C. Murphy |
| 2015 | Wineinformatics: Uncork Napa's Cabernet Sauvignon by Association Rule Based Classification. Bernard Chen, Valentin Velchev, Bryce Nicholson, Joey Garrison, Moani Iwamura, Ryan Battisto |
| 2015 | Zero Shot Deep Learning from Semantic Attributes. Philippe M. Burlina, Aurora C. Schmidt, I-Jeng Wang |
| 2015 | iClass: Combining Multiple Multi-label Classification with Expert Knowledge. Marmar Moussa, Marc Maynard |