| 2019 | Machine Learning to Predict Developmental Neurotoxicity with High-Throughput Data from 2D Bio-Engineered Tissues. | Finn Kuusisto, Vtor Santos Costa, Zhonggang Hou, James A. Thomson, David Page, Ron M. Stewart |
| 2019 | Performance Effectiveness of Multimedia Information Search Using the Epsilon-Greedy Algorithm. | Nikki Lijing Kuang, Clement H. C. Leung |
| 2019 | Language-Agnostic Syllabification with Neural Sequence Labeling. | Jacob Krantz, Maxwell Dulin, Paul De Palma |
| 2019 | Using Bidirectional Long Short Term Memory with Attention Layer to Estimate Driver Behavior. | Shokoufeh Monjezi Kouchak, Ashraf Gaffar |
| 2019 | Learning to Propose Amendments: Identifying Patterns in the Right to Information Query Log. | Nayantara Kotoky, Vijaya V. Saradhi |
| 2019 | Online Causal Structure Learning in the Presence of Latent Variables. | Durdane Kocacoban, James Cussens |
| 2019 | Active Learning for Feasible Region Discovery. | Nicolas Knudde, Ivo Couckuyt, Kohei Shintani, Tom Dhaene |
| 2019 | The Machine Learning Models for Activity Recognition Applications with Wearable Sensors. | Igor Khokhlov, Leon Reznik, Rohit Bhaskar |
| 2019 | Machine Learning in Anomaly Detection: Example of Colluded Applications Attack in Android Devices. | Igor Khokhlov, Michael Perez, Leon Reznik |
| 2019 | DeepTrax: Embedding Graphs of Financial Transactions. | Anish Khazane, Jonathan Rider, Max Serpe, Antonia Gogoglou, Keegan E. Hines, C. Bayan Bruss, Richard Serpe |
| 2019 | Particle Detector Simulation using Generative Adversarial Networks with Domain Related Constraints. | Gul Rukh Khattak, Sofia Vallecorsa, Federico Carminati, Gul Muhammad Khan |
| 2019 | Deep Learning for Flood Forecasting and Monitoring in Urban Environments. | Charalampos Karyotis, Tomasz Maniak, Faiyaz Doctor, Rahat Iqbal, Vasile Palade, Raymond Tang |
| 2019 | Low-Power Classification using FPGA - An Approach based on Cellular Automata, Neural Networks, and Hyperdimensional Computing. | Niklas Karvonen, Joakim Nilsson, Denis Kleyko, Lara Lorna Jimnez |
| 2019 | Sparse Feature Extraction for Activity Detection Using Low-Resolution IR Streams. | Yordanka Karayaneva, Sara Sharifzadeh, Yanguo Jing, Kevin Chetty, Bo Tan |
| 2019 | Semi-Supervised Discriminative Transfer Learning in Cross-Language Text Classification. | Mingon Kang, Ashis Kumer Biswas, Dong-Chul Kim, Jean Gao |
| 2019 | Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images. | Sharif Amit Kamran, Sourajit Saha, Ali Shihab Sabbir, Alireza Tavakkoli |
| 2019 | Non-Linear Feature Selection for Prediction of Hospital Length of Stay. | Sadaf Kabir, Leily Farrokhvar |
| 2019 | An Empirical Comparison of Classification Algorithms for Imbalanced Credit Scoring Datasets. | Leopoldo Soares de Melo Junior, Franco Maria Nardini, Chiara Renso, Jos Antnio Fernandes de Macdo |
| 2019 | Deep Learning and Thresholding with Class-Imbalanced Big Data. | Justin M. Johnson, Taghi M. Khoshgoftaar |
| 2019 | Predictive and Prescriptive Analytics for Performance Optimization: Framework and a Case Study on a Large-Scale Enterprise System. | Indu John, Ravikumar Karumanchi, Shalabh Bhatnagar |
| 2019 | Efficient Evolutionary Architecture Search for CNN Optimization on GTSRB. | Fabio Marco Johner, Jrgen Wassner |
| 2019 | Independent Component Analysis Based on Mutual Dependence Measures. | Ze Jin, David S. Matteson, Tianrong Zhang |
| 2019 | Anomaly Detection using Supervised Learning and Multiple Statistical Methods. | Watson Jia, Raj Mani Shukla, Shamik Sengupta |
| 2019 | End-to-End Reinforcement Learning for Multi-agent Continuous Control. | Zilong Jiao, Jae C. Oh |
| 2019 | Asynchronous Multitask Reinforcement Learning with Dropout for Continuous Control. | Zilong Jiao, Jae C. Oh |