| 2019 | A Novel Image-Based Malware Classification Model Using Deep Learning. | Yongkang Jiang, Shenghong Li, Yue Wu, Futai Zou |
| 2019 | On Handling Missing Values in Data Stream Mining Algorithms Based on the Restricted Boltzmann Machine. | Maciej Jaworski, Piotr Duda, Danuta Rutkowska, Leszek Rutkowski |
| 2019 | Ensemble Classifier Generation Using Class-Pure Cluster Balancing. | Zohaib M. Jan, Brijesh K. Verma |
| 2019 | MON: Multiple Output Neurons. | Yasir Jan, Ferdous Sohel, Mohd Fairuz Shiratuddin, Kok Wai Wong |
| 2019 | Evolving Artificial Neural Networks Using Butterfly Optimization Algorithm for Data Classification. | Seyed Mohammad Jafar Jalali, Sajad Ahmadian, Parham M. Kebria, Abbas Khosravi, Chee Peng Lim, Saeid Nahavandi |
| 2019 | Analysis of Key Face Parts to Detect Emotional Expression Using a Neural Network Model. | Katsuki Izumi, Osamu Araki, Tomokazu Urakawa |
| 2019 | Training Large-Scale Spiking Neural Networks on Multi-core Neuromorphic System Using Backpropagation. | Megumi Ito, Malte J. Rasch, Masatoshi Ishii, Atsuya Okazaki, SangBum Kim, Junka Okazawa, Akiyo Nomura, Kohji Hosokawa, Wilfried Haensch |
| 2019 | Sparse Modeling of Nonlinear Dynamics in Heterogeneous Reactions. | Masaki Ito, Tatsu Kuwatani, Ryosuke Oyanagi, Toshiaki Omori |
| 2019 | Improving Neural Network Classifier Using Gradient-Based Floating Centroid Method. | Mazharul Islam, Shuangrong Liu, Xiaojing Zhang, Lin Wang |
| 2019 | Performance Analysis of Spiking RBM with Measurement-Based Phase Change Memory Model. | Masatoshi Ishii, Megumi Ito, Wanki Kim, SangBum Kim, Akiyo Nomura, Atsuya Okazaki, Junka Okazawa, Kohji Hosokawa, Matthew BrightSky, Wilfried Haensch |
| 2019 | Spontaneous EEG Classification Using Complex Valued Neural Network. | Akira Ikeda, Yoshikazu Washizawa |
| 2019 | Learning to Generate Ambiguous Sequences. | David Iclanzan, Lszl Szilgyi |
| 2019 | Delving into Precise Attention in Image Captioning. | Shaohan Hu, Shenglei Huang, Guolong Wang, Zhipeng Li, Zheng Qin |
| 2019 | High-Performance Light Field Reconstruction with Channel-wise and SAI-wise Attention. | Zexi Hu, Yuk Ying Chung, Seid Miad Zandavi, Wanli Ouyang, Xiangjian He, Yuefang Gao |
| 2019 | Code Generation from Supervised Code Embeddings. | Han Hu, Qiuyuan Chen, Zhaoyi Liu |
| 2019 | Multi-class Human Body Parsing with Edge-Enhancement Network. | Xi Huang, Keyu Wu, Gang Hu, Jie Shao |
| 2019 | Machine Learning Based Method for Huntington's Disease Gait Pattern Recognition. | Xiuyu Huang, Matloob Khushi, Mark Latt, Clement Loy, Simon K. Poon |
| 2019 | Watch and Ask: Video Question Generation. | Shenglei Huang, Shaohan Hu, Bencheng Yan |
| 2019 | Keyphrase Generation with Word Attention. | Hai Huang, Tianshuo Huang, Longxuan Ma, Lei Zhang |
| 2019 | Ant Colony System for Carpool Service Problem with High Seating Capacity. | Zhi-Min Huang, Wei-Neng Chen, Wen Shi, Xiao-Min Hu |
| 2019 | Group Loss: An Efficient Strategy for Salient Object Detection. | Yikai Hua, Xiaodong Gu |
| 2019 | Attention-Based Image Captioning Using DenseNet Features. | Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun |
| 2019 | DARIM: Dynamic Approach for Rumor Influence Minimization in Online Social Networks. | Adil Imad Eddine Hosni, Kan Li, Sadique Ahmad |
| 2019 | Implementation of Spiking Neural Network with Wireless Communications. | Ryuya Hiraoka, Kazuki Matsumoto, Kien Nguyen, Hiroyuki Torikai, Hiroo Sekiya |
| 2019 | Image Denoising Networks with Residual Blocks and RReLUs. | Sheng He, Genke Yang |