| 2019 | Gradient Boosted Trees with Extrapolation. | Alexey Malistov, Arseniy Trushin |
| 2019 | Learnable Visual Rhythms Based on the Stacking of Convolutional Neural Networks for Action Recognition. | Helena Almeida Maia, Marcos Roberto e Souza, Anderson Santos, Hlio Pedrini, Hemerson Tacon, Andr de Souza Brito, Hugo de Lima Chaves, Marcelo Bernardes Vieira, Saulo Moraes Villela |
| 2019 | An Automatic Extraction Tool for Ethnic Vietnamese Thai Dances Concepts. | Truong-Thanh Ma, Salem Benferhat, Zied Bouraoui, Karim Tabia, Thanh-Nghi Do, Nguyen-Khang Pham |
| 2019 | Evaluation of Deep Learning for Semantic Image Segmentation in Tool Condition Monitoring. | Benjamin Lutz, Dominik Kikalt, Daniel Regulin, Raven Reisch, Andreas Schiffler, Jrg Franke |
| 2019 | Inducing Embeddings for Rare Words through Morphological Decomposition, Stemming and Bidirectional Translation. | Xiaotao Li, Shujuan You, Wai Chen |
| 2019 | Suggestion Mining from Online Reviews usingRandom Multimodel Deep Learning. | Feng Liu, Liangji Wang, Xiaofeng Zhu, Dingding Wang |
| 2019 | An Edge Computing Visual System for Vegetable Categorization. | Chang Liu, Xizhe Wang, Jing Ni, Yu Cao, Benyuan Liu |
| 2019 | A Hierarchical Model for StarCraft II Mini-Game. | Tianlin Liu, Xihong Wu, Dingsheng Luo |
| 2019 | Multiple Learning for Regression in Big Data. | Xiang Liu, Ziyang Tang, Huyunting Huang, Tonglin Zhang, Baijian Yang |
| 2019 | Optimal Ensembles for Deep Learning Classification: Theory and Practice. | Wenjing Li, Randy C. Paffenroth |
| 2019 | Automated Stenosis Classification of Carotid Artery Sonography using Deep Neural Networks. | Tony Lindsey, Zsolt Garami |
| 2019 | Coordination of PV Smart Inverters Using Deep Reinforcement Learning for Grid Voltage Regulation. | Changfu Li, Chenrui Jin, Ratnesh Sharma |
| 2019 | Infrared and Visible Image Fusion via Multi-discriminators Wasserstein Generative Adversarial Network. | Jing Li, Hongtao Huo, Kejian Liu, Chang Li, Shuo Li, Xin Yang |
| 2019 | Predictive Analytics and Statistical Learning for Waterflooding Operations in Reservoir Simulations. | Xuan Liao, Mayank Tyagi |
| 2019 | Fusing Visual and Textual Information to Determine Content Safety. | Rodrigo Leonardo, Amber Hu, Mohammad Uzair, Qiujing Lu, Iris Fu, Keishin Nishiyama, Sooraj Mangalath Subrahmannian, Divyaa Ravichandran |
| 2019 | Fall Detection in Video Sequences Based on a Three-Stream Convolutional Neural Network. | Guilherme Vieira Leite, Gabriel Pellegrino da Silva, Hlio Pedrini |
| 2019 | Ensemble Bayesian Decision Making with Redundant Deep Perceptual Control Policies. | Keuntaek Lee, Ziyi Wang, Bogdan I. Vlahov, Harleen K. Brar, Evangelos A. Theodorou |
| 2019 | The Effect of Time on the Maintenance of a Predictive Model. | Joffrey L. Leevy, Taghi M. Khoshgoftaar, Richard A. Bauder, Naeem Seliya |
| 2019 | Multi-objective Shipment Allocation using Extreme Nondominated Sorting Genetic Algorithm-III (E-NSGA-III). | Kittichai Lavangnananda, Peerasak Wangsom |
| 2019 | Prune and Replace NAS. | Kevin Alexander Laube, Andreas Zell |
| 2019 | A Boosted Tree Machine Learning Alternative to Predictive Evaluation of Nondestructive Concrete Compressive Strength. | Ahmed Lasisi, Mufutau Obanishola Sadiq, Ibrahim Balogun, Abdulfatai Tunde-Lawal, Nii O. Attoh-Okine |
| 2019 | Regularization Learning for Image Recognition. | Xinjie Lan, Kenneth E. Barner |
| 2019 | A Survey of Intrusion Detection Techniques. | Deepthi Hassan Lakshminarayana, James Philips, Nasseh Tabrizi |
| 2019 | Brown Planthopper Damage Detection using Remote Sensing and Machine Learning. | Dimuthu Lakmal, Kumaran Kugathasan, Vishaka Nanayakkara, Suranga Jayasena, Amal Shehan Perera, Lasantha Fernando |
| 2019 | Rare Geometries: Revealing Rare Categories via Dimension-Driven Statistics. | Henry Kvinge, Elin Farnell, Jingya Li, Yujia Chen |