| 2014 | Automated Scoring of the Level of Integrative Complexity from Text Using Machine Learning. | Aardra Kannan Ambili, Khaled M. Rasheed |
| 2014 | Improving Performance on Problems with Few Labelled Data by Reusing Stacked Auto-Encoders. | Telmo Amaral, Chetak Kandaswamy, Lus M. Silva, Lus A. Alexandre, Joaquim Marques de S, Jorge M. Santos |
| 2014 | TSD: Detecting Sybil Accounts in Twitter. | Mansour Alsaleh, Abdulrahman Alarifi, AbdulMalik S. Al-Salman, Mohammed Alfayez, Abdulmajeed Almuhaysin |
| 2014 | Graphical Model Based Approach for Fault Diagnosis of Wind Turbines. | Adel Aloraini, Moamar Sayed-Mouchaweh |
| 2014 | A Directed Acyclic Graphical Approach and Ensemble Feature Selection for a Better Drug Development Strategy Using Partial Knowledge from KEGG Signalling Pathways. | Adel Aloraini |
| 2014 | Learning Good Features to Track. | Raed Almomani, Ming Dong, Zhou Liu |
| 2014 | Expert Bayes: Automatically Refining Manually Built Bayesian Networks. | Ezilda Almeida, Pedro Ferreira, Tiago T. V. Vinhoza, Ins de Castro Dutra, Paulo Vinicius Koerich Borges, Yirong Wu, Elizabeth S. Burnside |
| 2014 | LaCova: A Tree-Based Multi-label Classifier Using Label Covariance as Splitting Criterion. | Reem Al-Otaibi, Meelis Kull, Peter A. Flach |
| 2014 | Activity Recognition Using Graphical Features. | Syeda Selina Akter, Lawrence B. Holder |
| 2014 | Extraction of Unexpected Rules from Twitter Hashtags and its Application to Sport Events. | Mariam Adedoyin-Olowe, Mohamed Medhat Gaber, Carlos J. Martn-Dancausa, Frederic T. Stahl |
| 2014 | Improving Robustness of Gaussian Process-Based Inferential Control System Using Kernel Principle Component Analysis. | Ali Abusnina, Daniel Kudenko, Rolf Roth |
| 2013 | Aiding Intrusion Analysis Using Machine Learning. | Loai Zomlot, Sathya Chandran Sundaramurthy, Doina Caragea, Xinming Ou |
| 2013 | EPG Content Recommendation in Large Scale: A Case Study on Interactive TV Platform. | Dvid Zibriczky, Zoltn Petres, Marton Waszlavik, Domonkos Tikk |
| 2013 | Empirical Co-occurrence Rate Networks for Sequence Labeling. | Zhemin Zhu, Djoerd Hiemstra, Peter M. G. Apers, Andreas Wombacher |
| 2013 | Zebrafish Larva Locomotor Activity Analysis Using Machine Learning Techniques. | Hao Zhang, Scott C. Lenaghan, Michelle H. Connolly, Lynne E. Parker |
| 2013 | Kernel SODA: A Feature Reduction Technique Using Kernel Based Analysis. | Yinan Yu, Tomas McKelvey, Sun-Yuan Kung |
| 2013 | Phrase Based Topic Modeling for Semantic Information Processing in Biomedicine. | Zhiguo Yu, Todd R. Johnson, Ramakanth Kavuluru |
| 2013 | Intelligent Decision Support System for Energy Investments. | Uraz Yavanoglu, Orhan Kaplan, Gizem Tanis, Hacer Atli, Ozlem Milletsever, Ugur Inal |
| 2013 | Intelligent Approach for Identifying Political Views over Social Networks. | Uraz Yavanoglu, Medine Colak, Busra Caglar, Semra Cakir, Ozlem Milletsever, Seref Sagiroglu |
| 2013 | Incorporating Game-Theoretic Rough Sets in Web-Based Medical Decision Support Systems. | Jingtao Yao, Nouman Azam |
| 2013 | Pairwise Clustering by Minimizing the Error of Unsupervised Nearest Neighbor Classification. | Yingzhen Yang, Xinqi Chu, Thomas S. Huang |
| 2013 | Indicative Support Vector Clustering with Its Application on Anomaly Detection. | Huang Xiao, Claudia Eckert |
| 2013 | Scalable Expert Selection When Learning from Noisy Labelers. | Chirine Wolley, Mohamed Quafafou |
| 2013 | Incorporating Categorical Information for Enhanced Probabilistic Trajectory Prediction. | Jrgen Wiest, Felix Kunz, Ulrich Kressel, Klaus Dietmayer |
| 2013 | Hybrid Method for Fast SVM Training in Applications Involving Large Volumes of Data. | M. Arif Wani |