| 2015 | A Finite Gamma Mixture Model-Based Discriminative Learning Frameworks. | Faisal R. Al-Osaimi, Nizar Bouguila |
| 2015 | An Edge-Less Approach to Horizon Line Detection. | Touqeer Ahmad, George Bebis, Monica N. Nicolescu, Ara V. Nefian, Terry Fong |
| 2015 | A Model of Local Binary Pattern Feature Descriptor for Valence Facial Expression Classification. | Ruth Agada, Jie Yan |
| 2015 | Predicting Churn of Expert Respondents in Social Networks Using Data Mining Techniques: A Case Study of Stack Overflow. | Ifeoma Adaji, Julita Vassileva |
| 2015 | Sequence Classification with Neural Conditional Random Fields. | Myriam Abramson |
| 2015 | Predicting Energy Demand Peak Using M5 Model Trees. | Sara S. Abdelkader, Katarina Grolinger, Miriam A. M. Capretz |
| 2014 | Learning to Rank with Only Positive Examples. | Mingzhu Zhu, Wei Xiong, Yi-fang Brook Wu |
| 2014 | Topic Detection in Instant Messages. | Han Zhang, Chang-Dong Wang, Jian-Huang Lai |
| 2014 | Iterative Hard Thresholding for Keyword Extraction from Large Text Corpora. | Steve Yadlowsky, Preetum Nakkarin, Jingyan Wang, Rishi Sharma, Laurent El Ghaoui |
| 2014 | Feature Selections for Effectively Localizing Faulty Events in GUI Applications. | Xiaozhen Xue, Yulei Pang, Akbar Siami Namin |
| 2014 | High Precision Screening for Android Malware with Dimensionality Reduction. | Britton Wolfe, Karim O. Elish, Danfeng Yao |
| 2014 | Tool Machines with Brains - Touchless Wheel Alignment with Neural Networks. | Karl-Heinz Weis |
| 2014 | Time Warping Symbolic Aggregation Approximation with Bag-of-Patterns Representation for Time Series Classification. | Zhiguang Wang, Tim Oates |
| 2014 | Detection of Abnormal Human Behavior Using a Matrix Approximation-Based Approach. | Lijun Wang, Ming Dong |
| 2014 | Diagnosis Using Incomplete Model in Fuzzy Discrete Event System: Application to Crisis Management. | Moussa Traore, Eric Chtelet, Eddie Soulier, Hossam Gaber |
| 2014 | Geometric PDEs on Weighted Graphs for Semi-supervised Classification. | Matthieu Toutain, Abderrahim Elmoataz, Olivier Lzoray |
| 2014 | An Intelligent Technique for Detecting Malicious Users on Mobile Stores. | Ramazan Terzi, Uraz Yavanoglu, Duygu Sinanc, Dogac Oguz, Semra Cakir |
| 2014 | Intelligent Crude Oil Price Forecaster. | Ardalan Tebyanian, Fares Hedayati |
| 2014 | Bayesian Nonparametric Inverse Reinforcement Learning for Switched Markov Decision Processes. | Amit Surana, Kunal Srivastava |
| 2014 | An Analysis of Instance Selection for Neural Networks to Improve Training Speed. | Xunhu Sun, Philip K. Chan |
| 2014 | Next Generation Application-Layer DDoS Defences: Applying the Concepts of Outlier Detection in Data Streams with Concept Drift. | Dusan Stevanovic, Natalija Vlajic |
| 2014 | Automatically Filtering Irrelevant Words for Applications in Language Acquisition. | Gihad N. Sohsah, Emrah Akkurt, Ilkin Safarli, Muhammed Esad nal, Onur Gzey |
| 2014 | Reducing the Effects of Detrimental Instances. | Michael R. Smith, Tony R. Martinez |
| 2014 | Employing Markov Networks on Curriculum Graphs to Predict Student Performance. | Ahmad Slim, Gregory L. Heileman, Jarred Kozlick, Chaouki T. Abdallah |
| 2014 | LSH vs Randomized Partition Trees: Which One to Use for Nearest Neighbor Search? | Kaushik Sinha |