| 2018 | Learning Simplified Decision Boundaries from Trapezoidal Data Streams. | Ege Beyazit, Matin Hosseini, Anthony Maida, Xindong Wu |
| 2018 | Spiking Neural Network Controllers Evolved for Animat Foraging Based on Temporal Pattern Recognition in the Presence of Noise on Input. | Chama Bensmail, Volker Steuber, Neil Davey, Borys Wrbel |
| 2018 | Fast Supervised Selection of Prototypes for Metric-Based Learning. | Llus A. Belanche |
| 2018 | Location Dependency in Video Prediction. | Niloofar Azizi, Hafez Farazi, Sven Behnke |
| 2018 | A Temporal Estimate of Integrated Information for Intracranial Functional Connectivity. | Xerxes D. Arsiwalla, Daniel Pacheco, Alessandro Principe, Rodrigo Rocamora, Paul F. M. J. Verschure |
| 2018 | Augmenting Image Classifiers Using Data Augmentation Generative Adversarial Networks. | Antreas Antoniou, Amos J. Storkey, Harrison Edwards |
| 2018 | A Deep Learning Approach to Bacterial Colony Segmentation. | Paolo Andreini, Simone Bonechi, Monica Bianchini, Alessandro Mecocci, Franco Scarselli |
| 2018 | Type-2 Diabetes Mellitus Diagnosis from Time Series Clinical Data Using Deep Learning Models. | Zakhriya Alhassan, A. Stephen McGough, Riyad Alshammari, Tahani Daghstani, David Budgen, Noura Al Moubayed |
| 2018 | Convolutional Soft Decision Trees. | Alper Ahmetoglu, Ozan Irsoy, Ethem Alpaydin |
| 2018 | Extraction and Localization of Non-contaminated Alpha and Gamma Oscillations from EEG Signal Using Finite Impulse Response, Stationary Wavelet Transform, and Custom FIR. | Najmeddine Abdennour, Abir Hadriche, Tarek Frikha, Nawel Jmail |
| 2017 | Two Staged Fuzzy SVM Algorithm and Beta-Elliptic Model for Online Arabic Handwriting Recognition. | Ramzi Zouari, Houcine Boubaker, Monji Kherallah |
| 2017 | IQNN: Training Quantized Neural Networks with Iterative Optimizations. | Shuchang Zhou, He Wen, Taihong Xiao, Xinyu Zhou |
| 2017 | Robot Localization and Orientation Detection Based on Place Cells and Head-Direction Cells. | Xiaomao Zhou, Cornelius Weber, Stefan Wermter |
| 2017 | Shortcut Convolutional Neural Networks for Classification of Gender and Texture. | Ting Zhang, Yujian Li, Zhaoying Liu |
| 2017 | View-Weighted Multi-view K-means Clustering. | Hong Yu, Yahong Lian, Shu Li, JiaXin Chen |
| 2017 | Learning from Noisy Label Distributions. | Yuya Yoshikawa |
| 2017 | Applying the Heavy-Tailed Kernel to the Gaussian Process Regression for Modeling Point of Sale Data. | Rui Yang, Yukio Ohsawa |
| 2017 | Learning of Labeling Room Space for Mobile Robots Based on Visual Motor Experience. | Tatsuro Yamada, Saki Ito, Hiroaki Arie, Tetsuya Ogata |
| 2017 | Reducing Overfitting in Deep Convolutional Neural Networks Using Redundancy Regularizer. | Bingzhe Wu, Zhichao Liu, Zhihang Yuan, Guangyu Sun, Charles Wu |
| 2017 | q-Maximum Entropy Distributions and Memory Neural Networks. | Roseli Suzi Wedemann, Angel Ricardo Plastino |
| 2017 | Semi-Supervised Multi-view Multi-label Classification Based on Nonnegative Matrix Factorization. | Guangxia Wang, Changqing Zhang, Pengfei Zhu, Qinghua Hu |
| 2017 | An Improved Convolutional Neural Network for Sentence Classification Based on Term Frequency and Segmentation. | Qi Wang, Jungang Xu, Ben He, Zhengcai Qin |
| 2017 | Automatic Recognition of Mild Cognitive Impairment from MRI Images Using Expedited Convolutional Neural Networks. | Shuqiang Wang, Yanyan Shen, Wei Chen, Tengfei Xiao, Jinxing Hu |
| 2017 | Winograd Algorithm for 3D Convolution Neural Networks. | Zelong Wang, Qiang Lan, Hongjun He, Chunyuan Zhang |
| 2017 | Solar Power Forecasting Using Pattern Sequences. | Zheng Wang, Irena Koprinska, Mashud Rana |