| 2018 | Development of a Real-Time Motor-Imagery-Based EEG Brain-Machine Interface. | Gal Gorjup, Rok Vrabic, Stoyan Petrov Stoyanov, Morten stergaard Andersen, Poramate Manoonpong |
| 2018 | Open Source Dataset and Machine Learning Techniques for Automatic Recognition of Historical Graffiti. | Nikita Gordienko, Peng Gang, Yuri G. Gordienko, Wei Zeng, Oleg Alienin, Oleksandr Rokovyi, Sergii G. Stirenko |
| 2018 | A Revisit of Reducing Hidden Nodes in a Radial Basis Function Neural Network with Histogram. | Pey Yun Goh, Shing Chiang Tan, Wooi Ping Cheah |
| 2018 | Deep Ensemble Model with the Fusion of Character, Word and Lexicon Level Information for Emotion and Sentiment Prediction. | Deepanway Ghosal, Md. Shad Akhtar, Asif Ekbal, Pushpak Bhattacharyya |
| 2018 | Learning to Cooperate in Decentralized Multi-robot Exploration of Dynamic Environments. | Mingyang Geng, Xing Zhou, Bo Ding, Huaimin Wang, Lei Zhang |
| 2018 | Two-Stage Attention Network for Aspect-Level Sentiment Classification. | Kai Gao, Hua Xu, Chengliang Gao, Xiaomin Sun, Junhui Deng, Xiaoming Zhang |
| 2018 | SATB-Nets: Training Deep Neural Networks with Segmented Asymmetric Ternary and Binary Weights. | Shuai Gao, JunMin Wu, Da Chen, Jie Ding |
| 2018 | Optimal Control for Dynamic Positioning Vessel Based on an Approximation Method. | Xiaoyang Gao, Tieshan Li, Qi-He Shan |
| 2018 | Mixed Precision Weight Networks: Training Neural Networks with Varied Precision Weights. | Ninnart Fuengfusin, Hakaru Tamukoh |
| 2018 | A Deep Learning Based Multi-task Ensemble Model for Intent Detection and Slot Filling in Spoken Language Understanding. | Mauajama Firdaus, Shobhit Bhatnagar, Asif Ekbal, Pushpak Bhattacharyya |
| 2018 | Active Learning Methods with Deep Gaussian Processes. | Jingjing Fei, Jing Zhao, Shiliang Sun, Yan Liu |
| 2018 | A New Robust Stability Result for Delayed Neural Networks. | Ozlem Faydasicok, Cemal Cicek, Sabri Arik |
| 2018 | A Novel Criterion for Global Asymptotic Stability of Neutral-Type Neural Networks with Discrete Time Delays. | Ozlem Faydasicok, Sabri Arik |
| 2018 | Meta-path Based Heterogeneous Graph Embedding for Music Recommendation. | Qianqi Fang, Ling Liu, Junliang Yu, Junhao Wen |
| 2018 | Interactive Sketch Recognition Framework for Geometric Shapes. | Abdelrahman Fahmy, Wael Abdelhamid, Amir F. Atiya |
| 2018 | Predicting Degree of Relevance of Pathway Markers from Gene Expression Data: A PSO Based Approach. | Pratik Dutta, Sriparna Saha, Agni Besh Chauhan |
| 2018 | Accounting Results Modelling with Neural Networks: The Case of an International Oil and Gas Company. | Yang Duan, Chung-Hsing Yeh, David L. Dowe |
| 2018 | Spiking Neural Networks for Cancer Gene Expression Time Series Modelling and Analysis. | Jack Dray, Elisa Capecci, Nikola K. Kasabov |
| 2018 | Decision Tree Twin Support Vector Machine Based on Kernel Clustering for Multi-class Classification. | Qingyun Dou, Li Zhang |
| 2018 | Multi-scale Feature Decode and Fuse Model with CRF Layer for Boundary Detection. | Zihao Dong, Ruixun Zhang, Xiuli Shao, Huichao Li, Zihan Yang |
| 2018 | Dynamic Control of Storage Bandwidth Using Double Deep Recurrent Q-Network. | Kumar Dheenadayalan, Gopalakrishnan Srinivasaraghavan, V. N. Muralidhara |
| 2018 | Transfer Learning Using Progressive Neural Networks and NMT for Classification Tasks in NLP. | Ravi Shankar Devanapalli, V. Susheela Devi |
| 2018 | Deep Transfer Learning via Minimum Enclosing Balls. | Zhilong Deng, Fan Liu, Jiangjiang Zhao, Qiang Wei, Shaoning Pang, Yue Leng |
| 2018 | Driver Sleepiness Detection Using LSTM Neural Network. | Yini Deng, Yingying Jiao, Bao-Liang Lu |
| 2018 | Fast Image Recognition with Gabor Filter and Pseudoinverse Learning AutoEncoders. | Xiaodan Deng, Sibo Feng, Ping Guo, Qian Yin |