| 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 | Probabilistic Graphical Models and Deep Belief Networks for Prognosis of Breast Cancer. | Mahmoud Khademi, Nedialko S. Nedialkov |
| 2015 | Frequent Set Mining for Streaming Mixed and Large Data. | Rohan Khade, Jessica Lin, Nital Patel |
| 2015 | Vibration Learning and Control towards Vibration Actuated Robotic Systems. | Woong Yeol Joe |
| 2015 | Speaker Identification in Medical Simulation Data Using Fisher Vector Representation. | Shuangshuang Jiang, Hichem Frigui, Aaron W. Calhoun |
| 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 | 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 | Gaussian Mixture Model Cluster Forest. | Jan Janousek, Petr Gajdos, Michal Radeck, Vclav Snsel |
| 2015 | Unsupervised Learning and Image Classification in High Performance Computing Cluster. | Itauma Itauma, Melih S. Aslan, Flavio Villanustre, Xue-wen Chen |
| 2015 | Concept of 4th Dimension for Databases. | Erdal Irmak, mer Kurtuldu |
| 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 | Lambda Consensus Clustering. | Douglas R. Heisterkamp |
| 2015 | Performance Analysis of Majority Vote Combiner for Multiple Classifier Systems. | Mohammed Falih Hassan, Ikhlas Abdel-Qader |
| 2015 | Eye State Prediction from EEG Data Using Boosted Rotational Forests. | Cameron R. Hamilton, Shervin Shahryari, Khaled M. Rasheed |
| 2015 | Automatically Discovering Fatigue Patterns from Sparsely Labelled Temporal Data. | Karen Guo, Paul Schrater |
| 2015 | A Machine-Learning Based Approach for Measuring the Completeness of Online Privacy Policies. | Niharika Guntamukkala, Rozita Dara, Gary Grwal |
| 2015 | A Review of Machine Learning Solutions to Denial-of-Services Attacks in Wireless Sensor Networks. | Sedef Gunduz, Bilgehan Arslan, Mehmet Demirci |
| 2015 | Automated Detection of Adenoviral Conjunctivitis Disease from Facial Images using Machine Learning. | Melih Gnay, Evgin Geri, Taner Danisman |
| 2015 | State Tracking of Composite Delaminations with a Bayesian Filter. | Elizabeth D. Gregory, Stephen D. Holland |
| 2015 | Using Bipartite Anomaly Features for Cyber Security Applications. | Eric L. Goodman, Joe Ingram, Shawn Martin, Dirk Grunwald |
| 2015 | Random Forest with Random Projection to Impute Missing Gene Expression Data. | Lovedeep Gondara |
| 2015 | RPC: An Efficient Classifier Ensemble Using Random Projections. | Lovedeep Gondara |
| 2015 | Artificial Neural Network Based Abdominal Organ Segmentations: A Review. | Evgin Geri, Esther Martinez |
| 2015 | A Neural Network Based Kidney Segmentation from MR Images. | Numan Goceri, Evgin Geri |
| 2015 | Thompson Sampling Guided Stochastic Searching on the Line for Non-stationary Adversarial Learning. | Sondre Glimsdal, Ole-Christoffer Granmo |