| 2019 | Deep Transfer Collaborative Filtering for Recommender Systems. | Sibo Gai, Feng Zhao, Yachen Kang, Zhengyu Chen, Donglin Wang, Ao Tang |
| 2019 | Towards Understanding Classification and Identification. | Mattia Fumagalli, Gbor Bella, Fausto Giunchiglia |
| 2019 | Harnessing Higher-Order (Meta-)Logic to Represent and Reason with Complex Ethical Theories. | David Fuenmayor, Christoph Benzmller |
| 2019 | A Hierarchical Attention Based Seq2Seq Model for Chinese Lyrics Generation. | Haoshen Fan, Jie Wang, Bojin Zhuang, Shaojun Wang, Jing Xiao |
| 2019 | Automatic Acrostic Couplet Generation with Three-Stage Neural Network Pipelines. | Haoshen Fan, Jie Wang, Bojin Zhuang, Shaojun Wang, Jing Xiao |
| 2019 | Multiple Knowledge Transfer for Cross-Domain Recommendation. | Quan Do, Sunny Verma, Fang Chen, Wei Liu |
| 2019 | Multi-step-ahead Cyclone Intensity Prediction with Bayesian Neural Networks. | Ratneel Deo, Rohitash Chandra |
| 2019 | Knowledge Enhanced Neural Networks. | Alessandro Daniele, Luciano Serafini |
| 2019 | Constrained Relation Network for Character Detection in Scene Images. | Yudi Chen, Yu Zhou, Dongbao Yang, Weiping Wang |
| 2019 | Texture Deformation Based Generative Adversarial Networks for Multi-domain Face Editing. | Wenting Chen, Xinpeng Xie, Xi Jia, Linlin Shen |
| 2019 | Deep Learning Method with Attention for Extreme Multi-label Text Classification. | Si Chen, Liangguo Wang, Wan Li, Kun Zhang |
| 2019 | CD-ABM: Curriculum Design with Attention Branch Model for Person Re-identification. | Junhong Chen, Jiuchao Qian, Xiaoguang Zhu, Fei Wen, Yan Hong, Peilin Liu |
| 2019 | Fast Valuation of Large Portfolios of Variable Annuities via Transfer Learning. | Xiaojuan Cheng, Wei Luo, Guojun Gan, Gang Li |
| 2019 | Jointing Knowledge Graph and Neural Network for Top-N Recommendation. | Wei Chen, Liang Chang, Chenzhong Bin, Tianlong Gu, Zhonghao Jia |
| 2019 | Unsupervised Data Augmentation for Improving Traffic Sign Recognition. | Sisi Cao, Wenbo Zheng, Shaocong Mo |
| 2019 | A Stochastic Gradient Method with Biased Estimation for Faster Nonconvex Optimization. | Jia Bi, Steve R. Gunn |
| 2019 | Audio-Based Music Classification with DenseNet and Data Augmentation. | Wenhao Bian, Jie Wang, Bojin Zhuang, Jiankui Yang, Shaojun Wang, Jing Xiao |
| 2019 | A Truthful Online Mechanism for Resource Allocation in Fog Computing. | Fan Bi, Sebastian Stein, Enrico H. Gerding, Nick R. Jennings, Thomas La Porta |
| 2019 | BMF: Matrix Factorization of Large Scale Data Using Block Based Approach. | Prasad Bhavana, Vineet Padmanabhan |
| 2019 | Writing to the Hopfield Memory via Training a Recurrent Network. | Han Bao, Richong Zhang, Yongyi Mao, Jinpeng Huai |
| 2019 | Adversarial Feature Distillation for Facial Expression Recognition. | Mengchao Bai, Xi Jia, Weicheng Xie, Linlin Shen |
| 2019 | A POS Tagging Model for Vietnamese Social Media Text Using BiLSTM-CRF with Rich Features. | Ngo Xuan Bach, Trieu Khuong Duy, Tu Minh Phuong |
| 2019 | Improving the Results of De novo Peptide Identification via Tandem Mass Spectrometry Using a Genetic Programming-Based Scoring Function for Re-ranking Peptide-Spectrum Matches. | Samaneh Azari, Bing Xue, Mengjie Zhang, Lifeng Peng |
| 2019 | Semantics of Opinion Transitions in Multi-Agent Forum Argumentation. | Ryuta Arisaka, Takayuki Ito |
| 2019 | A Novel Genetic Programming Algorithm with Knowledge Transfer for Uncertain Capacitated Arc Routing Problem. | Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang |