| 2015 | Simple Feature Quantities for Learning of Dynamic Binary Neural Networks. | Ryuji Sato, Toshimichi Saito |
| 2015 | A Penalty-Based Genetic Algorithm for the Migration Cost-Aware Virtual Machine Placement Problem in Cloud Data Centers. | Tusher Kumer Sarker, Maolin Tang |
| 2015 | A Strength Pareto Evolutionary Algorithm for Live Migration of Multiple Interdependent Virtual Machines in Data Centers. | Tusher Kumer Sarker, Maolin Tang |
| 2015 | Forecasting Bike Sharing Demand Using Fuzzy Inference Mechanism. | Syed Moshfeq Salaken, Mohammad Anwar Hosen, Abbas Khosravi, Saeid Nahavandi |
| 2015 | An Efficient Incremental Collaborative Filtering System. | Aghiles Salah, Nicoleta Rogovschi, Mohamed Nadif |
| 2015 | Inverse Reinforcement Learning Based on Behaviors of a Learning Agent. | Shunsuke Sakurai, Shigeyuki Oba, Shin Ishii |
| 2015 | Example-Specific Density Based Matching Kernel for Classification of Varying Length Patterns of Speech Using Support Vector Machines. | Abhijeet Sachdev, Aroor Dinesh Dileep, Veena Thenkanidiyoor |
| 2015 | Formation of Momentum and Learning Rate Profile for Online Training and Testing of HMLP with ALRPE. | Zuraidi Saad, Mohd Yusoff Mashor, Wan Khairunizam Wan Ahmad |
| 2015 | Deep Convolutional Neural Networks for Human Activity Recognition with Smartphone Sensors. | Charissa Ann Ronao, Sung-Bae Cho |
| 2015 | Spectral Clustering Trough Topological Learning for Large Datasets. | Nicoleta Rogovschi, Nistor Grozavu, Lazhar Labiod |
| 2015 | Transport-Independent Protocols for Universal AER Communications. | Alexander D. Rast, Alan B. Stokes, Sergio Davies, Samantha V. Adams, Himanshu Akolkar, David R. Lester, Chiara Bartolozzi, Angelo Cangelosi, Steve B. Furber |
| 2015 | A MapReduce Based Technique for Mining Behavioral Patterns from Sensor Data. | Md. Mamunur Rashid, Iqbal Gondal, Joarder Kamruzzaman |
| 2015 | Frequency Decomposition Based Gene Clustering. | Md. Abdur Rahman, Madhu Chetty, Dieter Bulach, Pramod P. Wangikar |
| 2015 | Finger-Vein Quality Assessment by Representation Learning from Binary Images. | Huafeng Qin, Mounim A. El-Yacoubi |
| 2015 | A Feature-Based Analysis on the Impact of Set of Constraints for \varepsilon -Constrained Differential Evolution. | Shayan Poursoltan, Frank Neumann |
| 2015 | A Feature-Based Comparison of Evolutionary Computing Techniques for Constrained Continuous Optimisation. | Shayan Poursoltan, Frank Neumann |
| 2015 | Approximately Similarity Measurement of Web Sites. | Doru Anastasiu Popescu, Dan Radulescu |
| 2015 | Texture Based Method for Automated Detection, Localization and Evaluation of the Exudates in Retinal Images. | Dan Popescu, Loretta Ichim, Traian Caramihale |
| 2015 | Conjugate Gradient Algorithms for Complex-Valued Neural Networks. | Calin-Adrian Popa |
| 2015 | Impact of Base Partitions on Multi-objective and Traditional Ensemble Clustering Algorithms. | Jane Piantoni, Katti Faceli, Tiemi C. Sakata, Julio C. Pereira, Marclio Carlos Pereira de Souto |
| 2015 | Enhancing Performance of EEG-based Emotion Recognition Systems Using Feature Smoothing. | Trung Duy Pham, Dat Tran, Wanli Ma, Nga Thuy Tran |
| 2015 | A Proposed Blind DWT-SVD Watermarking Scheme for EEG Data. | Trung Duy Pham, Dat Tran, Wanli Ma |
| 2015 | Learning to Predict Where People Look with Tensor-Based Multi-view Learning. | Kitsuchart Pasupa, Sndor Szedmk |
| 2015 | Learning the Optimal Product Design Through History. | Victor Parque, Tomoyuki Miyashita |
| 2015 | Matrix-Completion-Based Method for Cold-Start of Distributed Recommender Systems. | Bo Pan, Shu-Tao Xia |