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ORCIDKSEM 2020: Hangzhou, China
- Gang Li
, Heng Tao Shen, Ye Yuan, Xiaoyang Wang, Huawen Liu, Xiang Zhao:
Knowledge Science, Engineering and Management - 13th International Conference, KSEM 2020, Hangzhou, China, August 28-30, 2020, Proceedings, Part II. Lecture Notes in Computer Science 12275, Springer 2020, ISBN 978-3-030-55392-0
Machine Learning
- Sili Huang, Bo Yang, Hechang Chen, Haiyin Piao, Zhixiao Sun, Yi Chang:
MA-TREX: Mutli-agent Trajectory-Ranked Reward Extrapolation via Inverse Reinforcement Learning. 3-14 - Wencong Wang, Lan Huang, Hao Liu, Jia Zeng, Shiqi Sun, Kainuo Li, Kangping Wang:
An Incremental Learning Network Model Based on Random Sample Distribution Fitting. 15-26 - Rihab Abdelkhalek, Zied Elouedi:
Parameter Optimization and Weights Assessment for Evidential Artificial Immune Recognition System. 27-38 - Xudong Gong, Hongda Jia, Xing Zhou, Dawei Feng, Bo Ding, Jie Xu:
Improving Policy Generalization for Teacher-Student Reinforcement Learning. 39-47
Recommendation Algorithms and Systems
- Pu Wang, Wei Chen, Lei Zhao:
Towards Effective Top-k Location Recommendation for Business Facility Placement. 51-63 - Kexin Huang, Ye Du, Li Li, Jun Shen, Geng Sun:
Pairwise-Based Hierarchical Gating Networks for Sequential Recommendation. 64-75 - Yitong Pang, Yiming Zhang, Jianing Tong, Zhihua Wei:
Time-Aware Attentive Neural Network for News Recommendation with Long- and Short-Term User Representation. 76-87 - Youjie Zhang, Ting Bai, Bin Wu, Bai Wang:
A Time Interval Aware Approach for Session-Based Social Recommendation. 88-95 - Jingqi Zhang, Zhongbin Sun, Yong Qi:
AutoIDL: Automated Imbalanced Data Learning via Collaborative Filtering. 96-104 - Yanli Hu, Chunhui He, Zhen Tan, Chong Zhang, Bin Ge:
Fusion of Domain Knowledge and Text Features for Query Expansion in Citation Recommendation. 105-113 - Rongzhi Zhang, Shuzi Niu, Yucheng Li:
Robust Sequence Embedding for Recommendation. 114-122 - Xiaoyi Sun, Huafeng Liu, Liping Jing, Jian Yu:
Deep Generative Recommendation with Maximizing Reciprocal Rank. 123-130 - Chunkai Zhang, Junli Nie:
Spatio-Temporal Attentive Network for Session-Based Recommendation. 131-139
Social Knowledge Analysis and Management
- Shaokang Zhang, Huailiang Peng, Yanan Cao, Lei Jiang, Qiong Dai, Jianlong Tan:
Category-Level Adversarial Network for Cross-Domain Sentiment Classification. 143-154 - Xu Tong, Hao Fan, Xiaofei Wang, Jianxin Li, Xin Wang:
Seeds Selection for Influence Maximization Based on Device-to-Device Social Knowledge by Reinforcement Learning. 155-167 - Cheng He, Chao Peng, Na Li, Xiang Chen, Zhengfeng Yang, Zhenhao Hu:
CIFEF: Combining Implicit and Explicit Features for Friendship Inference in Location-Based Social Networks. 168-180 - Guozheng Rao, Chengxia Peng, Li Zhang, Xin Wang, Zhiyong Feng:
A Knowledge Enhanced Ensemble Learning Model for Mental Disorder Detection on Social Media. 181-192 - Lei Yu, Guohui Li, Ling Yuan:
Constrained Viral Marketing in Social Networks. 193-201 - Kai Zhang, Longtao He, Chenglong Li, Shupeng Wang, Xiaoyu Zhang:
A Multi-source Self-adaptive Transfer Learning Model for Mining Social Links. 202-209
Text Mining and Document Analysis
- Chang Yin, Qing Zhou, Liang Ge, Jiaojiao Ou:
Multi-hop Syntactic Graph Convolutional Networks for Aspect-Based Sentiment Classification. 213-224 - Luxi Xing, Yue Hu, Yuqiang Xie, Chunhui Wang, Yong Hu:
A Matching-Integration-Verification Model for Multiple-Choice Reading Comprehension. 225-237 - Jiasheng Di, Xiao Wei, Zhenyu Zhang:
How to Interact and Change? Abstractive Dialogue Summarization with Dialogue Act Weight and Topic Change Info. 238-249 - Ning Pang, Weidong Xiao, Xiang Zhao:
Chinese Text Classification via Bidirectional Lattice LSTM. 250-262 - Ping Guo, Yue Hu, Yunpeng Li:
MG-BERT: A Multi-glosses BERT Model for Word Sense Disambiguation. 263-275 - Muhmmad Al-Khiza'ay, Noora Hashim Alallaq, Firas Qays Kamal, Tamather Naji Alshimmari, Tianshi Liu:
Top Personalized Reviews Set Selection Based on Subject Aspect Modeling. 276-287 - Meimei Li, Chen Lang, Min Yu, Yue Lu, Chao Liu, Jianguo Jiang, Weiqing Huang:
SCX-SD: Semi-supervised Method for Contextual Sarcasm Detection. 288-299 - Lei Liu, Xiaoyang Chen, Ben He:
End-to-End Multi-task Learning for Allusion Detection in Ancient Chinese Poems. 300-311 - Zhaoyang Wang, Hongtao Wang:
Defense of Word-Level Adversarial Attacks via Random Substitution Encoding. 312-324 - Yiwei Ni, Qingfeng Du, Jincheng Xu:
Document-Improved Hierarchical Modular Attention for Event Detection. 325-335 - Sishun Liu, Pengju Shuai, Xiaowu Zhang, Shuang Chen, Li Li, Ming Liu:
Fine-Tuned Transformer Model for Sentiment Analysis. 336-343 - Jiaxin Guo, ZhengYou Xia:
An Algorithm for Emotion Evaluation and Analysis Based on CBOW. 344-351 - Zizhe Wang, Hailong Sun, Tao Han:
Predicting Crowdsourcing Worker Performance with Knowledge Tracing. 352-359
Deep Learning
- Le Feng, Xinpeng Zhang:
Watermarking Neural Network with Compensation Mechanism. 363-375 - Yao Wu, Hong Huang, Hai Jin:
Information Diffusion Prediction with Personalized Graph Neural Networks. 376-387 - Jiaqi Huang, Yong Feng, Mingliang Zhou, Baohua Qiang:
Relationship-Aware Hard Negative Generation in Deep Metric Learning. 388-400 - Han Yu, Rong Jiang, Aiping Li:
Striking a Balance in Unsupervised Fine-Grained Domain Adaptation Using Adversarial Learning. 401-413 - Hongwei Tan, Linyong Zhou, Guodong Wang, Zili Zhang:
Improved Performance of GANs via Integrating Gradient Penalty with Spectral Normalization. 414-426 - Bin Yuan, Xiaodong Yue, Ying Lv, Thierry Denoeux:
Evidential Deep Neural Networks for Uncertain Data Classification. 427-437 - Liujuan Chen, Kai Han, Qiao Yin, Zongmai Cao:
GDCRN: Global Diffusion Convolutional Residual Network for Traffic Flow Prediction. 438-449 - Yue Lu, Jianguo Jiang, Min Yu, Chao Liu, Chaochao Liu, Weiqing Huang, Zhiqiang Lv:
Depthwise Separable Convolutional Neural Network for Confidential Information Analysis. 450-461 - Ying Lin, Runfang Wang, Rui Zhu, Tong Li, Zhan Wang, Maoyu Chen:
The Short-Term Exit Traffic Prediction of a Toll Station Based on LSTM. 462-471 - Yizhe Bai, Jianfei Yin, Shunda Ju, Zhao Chen, Joshua Zhexue Huang:
Long and Short Term Risk Control for Online Portfolio Selection. 472-480
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