| 2018 | Lorenz Chaotic System Artificial Neural Network Training with Single Time Series Input and Multiple Time Series Outputs for EEG Prediction. | Lei Zhang |
| 2018 | Weighted Itemsets Error (WIE) Approach for Evaluating Generated Synthetic Patient Data. | Mojtaba Zare, Janusz Wojtusiak |
| 2018 | Classification of Eye Tracking Data Using a Convolutional Neural Network. | Yuehan Yin, Chunghao Juan, Joyram Chakraborty, Michael P. McGuire |
| 2018 | LiveFace: A Multi-task CNN for Fast Face-Authentication. | Xiaowen Ying, Xin Li, Mooi Choo Chuah |
| 2018 | A Memory-Enhanced Framework for Financial Fraud Detection. | Kunlin Yang |
| 2018 | Adam Induces Implicit Weight Sparsity in Rectifier Neural Networks. | Atsushi Yaguchi, Taiji Suzuki, Wataru Asano, Shuhei Nitta, Yukinobu Sakata, Akiyuki Tanizawa |
| 2018 | Recurrent Neural Networks Based Obesity Status Prediction Using Activity Data. | Qinghan Xue, Xiaoran Wang, Samuel Meehan, Jilong Kuang, Jun Alex Gao, Mooi Choo Chuah |
| 2018 | Bidirectional Long Short-Term Memory Networks for Rapid Fault Detection in Marine Hydrokinetic Turbines. | David Wilson, Sean Passmore, Yufei Tang, James H. VanZwieten |
| 2018 | Q-Learning Acceleration via State-Space Partitioning. | Haoran Wei, Kevin Corder, Keith Decker |
| 2018 | Position Specific Scoring Matrix and Synergistic Multiclass SVM for Identification of Genes. | M. Arif Wani, Heena Farooq Bhat, Tariq Rashid Jan |
| 2018 | A Joint Speech Enhancement Algorithm Based on the Tri-Microphone. | Lei Wang, Jie Zhu |
| 2018 | Automatic Recognition of Mild Cognitive Impairment and Alzheimers Disease Using Ensemble based 3D Densely Connected Convolutional Networks. | Shuqiang Wang, Hongfei Wang, Yanyan Shen, Xiangyu Wang |
| 2018 | Extreme Solutions NSGA-III (E-NSGA-III) for Scientific Workflow Scheduling on Cloud. | Peerasak Wangsom, Pascal Bouvry, Kittichai Lavangnananda |
| 2018 | Financial Markets Prediction with Deep Learning. | Jia Wang, Tong Sun, Benyuan Liu, Yu Cao, Degang Wang |
| 2018 | Prediction of Ejection State for a Pneumatic Valve-Controlled Micro-Droplet Generator by a BP Neural Network. | Fei Wang, Jiangeng Li, Yiwei Wang, Weijie Bao, Zhixuan Er, Xiaoyi Wang, Keyan Ren, Zhihai Wang |
| 2018 | A Pipeline for Optimizing F1-Measure in Multi-label Text Classification. | Bingyu Wang, Cheng Li, Virgil Pavlu, Jay Aslam |
| 2018 | Cognitive Secure Shield - A Machine Learning Enabled Threat Shield for Resource Constrained IoT Devices. | Jaya Shankar Vuppalapati, Santosh Kedari, Anitha Ilapakurti, Chandrasekar Vuppalapati, Chitanshu Chauhan, Vanaja Mamidi, Surbhi Rautji |
| 2018 | On Developing a UAV Pursuit-Evasion Policy Using Reinforcement Learning. | Bogdan I. Vlahov, Eric Squires, Laura G. Strickland, Charles Pippin |
| 2018 | Two-Stage Machine Learning Framework for Simultaneous Forecasting of Price-Load in the Smart Grid. | T. Aruldoss Albert Victoire, Gobu B, Jaikumar S, Arulmozhi Nagarajan, Kanimozhi P, Amalraj Victoire T |
| 2018 | Machine Learning for US Army UAVs Sustainment: Assessing Effect of Sensor Frequency and Placement on Damage Information in the Ultrasound Signals. | Rama Valisetty, Robert Haynes, Raju Namburu, Michael Lee |
| 2018 | Feature Extraction Using Apparent Power and Real Power for Smart Home Data Classification. | Vishali Vadakattu, Shan Suthaharan |
| 2018 | Deep Domain Adaptation to Predict Freezing of Gait in Patients with Parkinson's Disease. | Vishwas G. Torvi, Aditya R. Bhattacharya, Shayok Chakraborty |
| 2018 | Machine Learning-Based Prediction of Prolonged Length of Stay in Newborns. | Brandon Thompson, Karim O. Elish, Robert Steele |
| 2018 | Exploring Sentence Vector Spaces through Automatic Summarization. | Adly Templeton, Jugal Kalita |
| 2018 | CURE-OR: Challenging Unreal and Real Environments for Object Recognition. | Dogancan Temel, Jinsol Lee, Ghassan Alregib |