| 2018 | Worker Filtering with Limited Supervision in Crowdsourcing Systems. | Lingyu Lyu, Mehmed M. Kantardzic, Hanqing Hu |
| 2018 | Cognitive-Assisted Interactive Labeling of Skin Lesions and Blood Cells. | Francois P. S. Luus, Ismail Akhalwaya, Naweed Khan |
| 2018 | Use Online Dictionary Learning to Get Parts-Based Decomposition of Noisy Data. | Daming Lu |
| 2018 | Predicting Computer Performance Based on Hardware Configuration Using Multiple Neural Networks. | Leonardo Lopez, Michael Guynn, Meiliu Lu |
| 2018 | Semantic Indexing-Based Data Augmentation for Filtering Undesired Short Text Messages. | Johannes V. Lochter, Renato Moraes Silva, Tiago A. Almeida, Akebo Yamakami |
| 2018 | An Attention-Based Air Quality Forecasting Method. | Bo Liu, Shuo Yan, Jianqiang Li, Guangzhi Qu, Yong Li, Jianlei Lang, Rentao Gu |
| 2018 | Denoising Auto-Encoder with Recurrent Skip Connections and Residual Regression for Music Source Separation. | Jen-Yu Liu, Yi-Hsuan Yang |
| 2018 | Lead Sheet Generation and Arrangement by Conditional Generative Adversarial Network. | Hao-Min Liu, Yi-Hsuan Yang |
| 2018 | Analysis of Memory Capacity for Deep Echo State Networks. | Xuanlin Liu, Mingzhe Chen, Changchuan Yin, Walid Saad |
| 2018 | Implementation of a Smartphone as a Wearable and Wireless Gyroscope Platform for Machine Learning Classification of Hemiplegic Gait Through a Multilayer Perceptron Neural Network. | Robert LeMoyne, Timothy Mastroianni |
| 2018 | Supervised Transfer Learning for Product Information Question Answering. | Tuan Manh Lai, Trung Bui, Nedim Lipka, Sheng Li |
| 2018 | Time Series Prediction of Agricultural Products Price Based on Time Alignment of Recurrent Neural Networks. | Koichi Kurumatani |
| 2018 | Time Series Neural Networks for Real Time Sign Language Translation. | Sujay S. Kumar, Tenzin Wangyal, Varun Saboo, Ramamoorthy Srinath |
| 2018 | GAN-Based Super Resolution for Accurate 3D Surface Reconstruction from Light Field Skin Images Towards Haptic Palpation. | Myeongseob Ko, Donghyun Kim, Kwangtaek Kim |
| 2018 | Detecting Star Cracks in Topography Images of Specular Back Surfaces of Structured Wafers. | Corinna Kofler, Robert Muhr, Gunter Spck |
| 2018 | A Proposal for Reducing the Number of Trial-and-Error Searches for Deep Q-Networks Combined with Exploitation-Oriented Learning. | Naoki Kodama, Kazuteru Miyazaki, Taku Harada |
| 2018 | Machine Learning for Predicting the Impact Point of a Low Speed Vehicle Crash. | Milan Koch, Thomas Bck |
| 2018 | Supervised Max Hashing for Similarity Image Retrieval. | Ali Al Kobaisi, Pawel Wocjan |
| 2018 | Distributed Primal-Dual Proximal Method for Regularized Empirical Risk Minimization. | Masoud Badiei Khuzani |
| 2018 | Machine Learning for Classification of Inhibitors of Hepatic Drug Transporters. | Natalia Khuri, Shantanu Deshmukh |
| 2018 | Acute Kidney Injury: Predicting 30-Day Readmissions. | Michael Keyes, Joanna Bieniek, Allison Richey, Raed I. Seetan |
| 2018 | Towards Semi-Supervised Classification of Event Streams via Denoising Autoencoders. | Sebastian Kauschke, Max Mhlhuser, Johannes Frnkranz |
| 2018 | Using Discriminative Graphical Models for Insurance Recommender Systems. | Teja Kanchinadam, Maleeha Qazi, Joseph Bockhorst, Mary Y. Morell, Katie J. Meissner, Glenn Fung |
| 2018 | Sensitivity Analysis for Feature Selection. | Firuz Kamalov |
| 2018 | Classification of Breast Cancer Risk Factors Using Several Resampling Approaches. | Md Faisal Kabir, Simone A. Ludwig |