| 2015 | Secure Multi-party Computation Based Privacy Preserving Extreme Learning Machine Algorithm Over Vertically Distributed Data. | Ferhat zgr atak |
| 2015 | Robust Ensemble Classifier Combination Based on Noise Removal with One-Class SVM. | Ferhat zgr atak |
| 2015 | Intensity-Depth Face Alignment Using Cascade Shape Regression. | Yang Cao, Bao-Liang Lu |
| 2015 | A Scalable and Feasible Matrix Completion Approach Using Random Projection. | Xiang Cao |
| 2015 | Is DeCAF Good Enough for Accurate Image Classification? | Yajuan Cai, Guoqiang Zhong, Yuchen Zheng, Kaizhu Huang, Junyu Dong |
| 2015 | The Effect of Stemming and Stop-Word-Removal on Automatic Text Classification in Turkish Language. | Mustafa agatayli, Erbug elebi |
| 2015 | Continuous User Authentication Using Machine Learning on Touch Dynamics. | Stefania Budulan, Elena Burceanu, Traian Rebedea, Costin Chiru |
| 2015 | Classification of the Scripts in Medieval Documents from Balkan Region by Run-Length Texture Analysis. | Darko Brodic, Alessia Amelio, Zoran N. Milivojevic |
| 2015 | A Review and Comparison of Service E-Contract Architecture Metamodels. | Ali Braytee, Asif Qumer Gill, Paul J. Kennedy, Farookh Khadeer Hussain |
| 2015 | Visual and Dynamic Change Detection for Data Streams. | Lydia Boudjeloud-Assala, Philippe Pinheiro, Alexandre Blansch, Thomas Tamisier, Benot Otjacques |
| 2015 | Real-Time Robust Model Predictive Control of Mobile Robots Based on Recurrent Neural Networks. | Shuzhan Bi, Guangfei Zhang, Xijun Xue, Zheng Yan |
| 2015 | Weighting Based Approach for Semi-supervised Feature Selection. | Khalid Benabdeslem, Mohammed M. Al-Hindawi, Raywat Makkhongkaew |
| 2015 | GOS-IL: A Generalized Over-Sampling Based Online Imbalanced Learning Framework. | Sukarna Barua, Md. Monirul Islam, Kazuyuki Murase |
| 2015 | Deep Dropout Artificial Neural Networks for Recognising Digits and Characters in Natural Images. | Erik Barrow, Chrisina Jayne, Mark Eastwood |
| 2015 | A Complex Network-Based Anytime Data Stream Clustering Algorithm. | Jean Paul Barddal, Heitor Murilo Gomes, Fabrcio Enembreck |
| 2015 | Analyzing the Impact of Feature Drifts in Streaming Learning. | Jean Paul Barddal, Heitor Murilo Gomes, Fabrcio Enembreck |
| 2015 | Linear Hyperbolic Diffusion-Based Image Denoising Technique. | Tudor Barbu |
| 2015 | Competitive Island-Based Cooperative Coevolution for Efficient Optimization of Large-Scale Fully-Separable Continuous Functions. | Kavitesh K. Bali, Rohitash Chandra, Mohammad Nabi Omidvar |
| 2015 | Multi-Island Competitive Cooperative Coevolution for Real Parameter Global Optimization. | Kavitesh K. Bali, Rohitash Chandra |
| 2015 | Learning Rule for Linear Multilayer Feedforward ANN by Boosted Decision Stumps. | Mirza Mubasher Baig, El-Sayed M. El-Alfy, Mian M. Awais |
| 2015 | Computational Complexity Reduction for Functional Connectivity Estimation in Large Scale Neural Network. | Jeonghun Baek, Shigeyuki Oba, Junichiro Yoshimoto, Kenji Doya, Shin Ishii |
| 2015 | Webcam Based Real-Time Robust Optical Mark Recognition. | Huseyin Atasoy, Esen Yildirim, Yakup Kutlu, Kadir Tohma |
| 2015 | Human Perception-Based Washout Filtering Using Genetic Algorithm. | Houshyar Asadi, Shady M. K. Mohamed, Kyle Nelson, Saeid Nahavandi, Delpak Rahim Zadeh |
| 2015 | Design of Distributed Adaptive Neural Traffic Signal Timing Controller by Cuckoo Search Optimization. | Sahar Araghi, Abbas Khosravi, Douglas C. Creighton |
| 2015 | Distributed Q-learning Controller for a Multi-Intersection Traffic Network. | Sahar Araghi, Abbas Khosravi, Douglas C. Creighton |