| 2018 | Breast Cancer Histopathological Image Classification via Deep Active Learning and Confidence Boosting. | Baolin Du, Qi Qi, Han Zheng, Yue Huang, Xinghao Ding |
| 2018 | A Deep Predictive Coding Network for Inferring Hierarchical Causes Underlying Sensory Inputs. | Shirin Dora, Cyriel M. A. Pennartz, Sander M. Boht |
| 2018 | Fast CNN Pruning via Redundancy-Aware Training. | Xiao Dong, Lei Liu, Guangli Li, Peng Zhao, Xiaobing Feng |
| 2018 | Convolutional Neural Networks in Combination with Support Vector Machines for Complex Sequential Data Classification. | Antreas Dionysiou, Michalis Agathocleous, Chris Christodoulou, Vasilis J. Promponas |
| 2018 | A Study on the Influence of Wavelet Number Change in the Wavelet Neural Network Architecture for 3D Mesh Deformation Using Trust Region Spherical Parameterization. | Naziha Dhibi, Akram Elkefi, Chokri Ben Amar |
| 2018 | A Dynamic Ensemble Learning Framework for Data Stream Analysis and Real-Time Threat Detection. | Konstantinos Demertzis, Lazaros S. Iliadis, Vardis-Dimitris Anezakis |
| 2018 | Assessing Image Analysis Filters as Augmented Input to Convolutional Neural Networks for Image Classification. | Kostas Delibasis, Ilias Maglogiannis, Spiros V. Georgakopoulos, Konstantina Kottari, Vassilis P. Plagianakos |
| 2018 | Graph Matching and Pseudo-Label Guided Deep Unsupervised Domain Adaptation. | Debasmit Das, C. S. George Lee |
| 2018 | An Improved Block-Matching Algorithm Based on Chaotic Sine-Cosine Algorithm for Motion Estimation. | Bodhisattva Dash, Suvendu Rup |
| 2018 | A Bio-Feasible Computational Circuit for Neural Activities Persisting and Decaying. | Dawei Dai, Hui Wei, Su Zihao |
| 2018 | Communication Style - An Analysis from the Perspective of Automated Learning. | Adriana Mihaela Coroiu, Alina Delia Calin, Maria Nutu |
| 2018 | Implementing Neural Turing Machines. | Mark Collier, Jran Beel |
| 2018 | Brain-Machine Interface for Mechanical Ventilation Using Respiratory-Related Evoked Potential. | Sylvain Chevallier, Guillaume Bao, Mayssa Hammami, Fabienne Marlats, Louis Mayaud, Djillali Annane, Frdric Lofaso, Eric Azabou |
| 2018 | Hierarchical Convolution Neural Network for Emotion Cause Detection on Microblogs. | Ying Chen, Wenjun Hou, Xiyao Cheng |
| 2018 | Generation of Reference Trajectories for Safe Trajectory Planning. | Amit Chaulwar, Michael Botsch, Wolfgang Utschick |
| 2018 | Balanced and Deterministic Weight-Sharing Helps Network Performance. | Oscar Chang, Hod Lipson |
| 2018 | Energy-Based Clustering for Pruning Heterogeneous Ensembles. | Javier Cela, Alberto Surez |
| 2018 | Gaussian Kernel-Based Fuzzy Clustering with Automatic Bandwidth Computation. | Francisco de A. T. de Carvalho, Lucas V. C. Santana, Marcelo Rodrigo Portela Ferreira |
| 2018 | Lightweight Neural Programming: The GRPU. | Felipe Carregosa, Aline Paes, Gerson Zaverucha |
| 2018 | An STDP Rule for the Improvement and Stabilization of the Attractor Dynamics of the Basal Ganglia-Thalamocortical Network. | Jrmie Cabessa, Alessandro E. P. Villa |
| 2018 | Improving Fuel Economy with LSTM Networks and Reinforcement Learning. | Andreas Bougiouklis, Antonis Korkofigkas, Giorgos Stamou |
| 2018 | Right Ventricle Segmentation in Cardiac MR Images Using U-Net with Partly Dilated Convolution. | Gregory Borodin, Olga V. Senyukova |
| 2018 | Dipolar Data Aggregation in the Context of Deep Learning. | Leon Bobrowski, Magdalena Topczewska |
| 2018 | Pilot Design of a Rule-Based System and an Artificial Neural Network to Risk Evaluation of Atherosclerotic Plaques in Long-Range Clinical Research. | Jiri Blahuta, Toms Soukup, Jakub Skacel |
| 2018 | Sparsity Enables Data and Energy Efficient Spiking Convolutional Neural Networks. | Varun Bhatt, Udayan Ganguly |