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ORCID8th CSoNet 2019: Ho Chi Minh City, Vietnam
- Andrea Tagarelli, Hanghang Tong:
Computational Data and Social Networks - 8th International Conference, CSoNet 2019, Ho Chi Minh City, Vietnam, November 18-20, 2019, Proceedings. Lecture Notes in Computer Science 11917, Springer 2019, ISBN 978-3-030-34979-0
Combinatorial Optimization and Learning
- Julian Nickerl
:
A Probabilistic Divide and Conquer Algorithm for the Minimum Tollbooth Problem. 3-15 - Qi Luo, Dongxiao Yu, Feng Li, Zhenhao Dou, Zhipeng Cai, Jiguo Yu, Xiuzhen Cheng:
Distributed Core Decomposition in Probabilistic Graphs. 16-32 - Alexander G. Nikolaev, Alexander Semenov, Eduardo L. Pasiliao:
Sampled Fictitious Play on Networks. 33-44 - Zhipeng Sun, Hongwei Du, Qiang Ye, Chuang Liu, Patricia Lilian Kibenge, Hui Huang, Yuying Li:
Outlier Detection Forest for Large-Scale Categorical Data Sets. 45-56 - Alexander Semenov, Vladimir Boginski, Eduardo L. Pasiliao:
Neural Networks with Multidimensional Cross-Entropy Loss Functions. 57-62 - Ha Bang Ban:
A RVND+ILS Metaheuristic to Solve the Delivery Man Problem with Time Windows. 63-69 - Quang Nguyen, Vu Nguyen, Doi Tran, Trung Mai, Tho Quan:
Star2vec: From Subspace Embedding to Whole-Space Embedding for Intelligent Recommendation System (Extended Abstract). 70-71 - Lu Han, Dachuan Xu, Yicheng Xu, Dongmei Zhang:
Approximation Algorithm for the Squared Metric Soft Capacitated Facility Location Problem (Extended Abstract). 72-73 - Minh Hai Nguyen, Minh Hoàng Hà, Dinh Thai Hoang, Diep N. Nguyen, Eryk Dutkiewicz, The-Trung Tran:
An Efficient Algorithm for the k-Dominating Set Problem on Very Large-Scale Networks (Extended Abstract). 74-76 - Longkun Guo, Chenchen Wu, Huahui Yu, Xiaoyan Zhang:
Strategy-Proof Cost-Sharing Mechanism Design for a Generalized Cover-Sets Problem (Extended Abstract). 77-78
Influence Modeling, Propagation, and Maximization
- Anuj Singh, Rishi Ranjan Singh, S. R. S. Iyengar:
Hybrid Centrality Measures for Service Coverage Problem. 81-94 - Phuc Thai, Thang N. Dinh:
Hop-Based Sketch for Large-Scale Influence Analysis. 95-107 - Jianming Zhu, Smita Ghosh, Weili Wu, Chuangen Gao:
Profit Maximization Under Group Influence Model in Social Networks. 108-119 - Canh V. Pham, Hieu V. Duong, My T. Thai:
Importance Sample-Based Approximation Algorithm for Cost-Aware Targeted Viral Marketing. 120-132 - Manh M. Vu, Huan X. Hoang:
Location-Based Competitive Influence Maximization in Social Networks. 133-140 - Gabriel L. Zenarosa, Alexander Veremyev, Eduardo L. Pasiliao:
Cascade of Edge Activation in Networks. 141-147 - Mengnan Chen, Qipeng P. Zheng, Vladimir Boginski, Eduardo L. Pasiliao:
Reinforcement Learning in Information Cascades Based on Dynamic User Behavior. 148-154 - Yu-Che Tsai, Muzhi Guan, Cheng-Te Li, Meeyoung Cha, Yong Li, Yue Wang:
Predicting New Adopters via Socially-Aware Neural Graph Collaborative Filtering. 155-162 - Denis Khryashchev, Alexandru Papiu, Jiamin Xuan, Olivia Dinica, Kyle Hubert, Huy T. Vo:
Who Watches What: Forecasting Viewership for the Top 100 TV Networks. 163-174
NLP and Affective Computing
- Ranjan Satapathy, Aalind Singh, Erik Cambria:
PhonSenticNet: A Cognitive Approach to Microtext Normalization for Concept-Level Sentiment Analysis. 177-188 - Dang-Khoa Nguyen-Nhat, Huu-Thanh Duong:
One-Document Training for Vietnamese Sentiment Analysis. 189-200 - An-Vinh Luong, Phuoc Tran:
Assessing the Readability of Vietnamese Texts Through Comparison (Extended Abstract). 201-202 - Phuc H. Duong, Hien T. Nguyen:
Learning Representations for Vietnamese Sentence Classification (Extended Abstract). 203-204 - Huu-Anh Tran, Phuoc Tran, Phuong-Thuy Dao, Thi-Mien Pham:
Exploring Machine Translation on the Chinese-Vietnamese Language Pair (Extended Abstract). 205-206
Computational Methods for Social Good
- Soumyadeep Roy, Koustav Rudra, Nikhil Agrawal, Shamik Sural, Niloy Ganguly:
Towards an Aspect-Based Ranking Model for Clinical Trial Search. 209-222 - Wuji Liu, Xinyue Ye, Hai Phan, Han Hu:
Scalable Self-taught Deep-Embedded Learning Framework for Drug Abuse Spatial Behaviors Detection. 223-228 - Ruoming Jin, Yelong Sheng, Lin Liu, Xue-wen Chen, NhatHai Phan:
Limiting the Neighborhood: De-Small-World Network for Outbreak Prevention. 229-245 - Yunmo Chen, Xinyue Ye:
Online Community Conflict Decomposition with Pseudo Spatial Permutation. 246-255 - Cheng Zhang, Shang Wu, Honglu Jiang, Yawei Wang, Jiguo Yu, Xiuzhen Cheng:
Attribute-Enhanced De-anonymization of Online Social Networks. 256-267 - Ahmed Abusnaina, Hisham Alasmary, Mohammed Abuhamad, Saeed Salem, DaeHun Nyang, Aziz Mohaisen:
Subgraph-Based Adversarial Examples Against Graph-Based IoT Malware Detection Systems. 268-281 - Qixuan Hou, Meng Han:
Incorporating Content Beyond Text: A High Reliable Twitter-Based Disaster Information System. 282-292 - Elaheh Raisi, Bert Huang:
Reduced-Bias Co-trained Ensembles for Weakly Supervised Cyberbullying Detection. 293-306 - Sriram Chellappan, Nathan Fisk:
A Novel Privacy-Preserving Socio-technical Platform for Detecting Cyber Abuse (Extended Abstract). 307-308 - Yi Hong, Yongcai Wang, Yuqing Zhu, Deying Li, Mengjie Chang, Zhibo Chen:
Projection-Based Coverage Algorithms in 3D Camera Sensor Networks for Indoor Objective Tracking. 309-320
User Profiling and Behavior Modeling
- Yang Zhou, Ling Liu, Qi Zhang, Kisung Lee, Balaji Palanisamy:
Enhancing Collaborative Filtering with Multi-label Classification. 323-338 - Chao Kong, Hao Li, Liping Zhang, Haibei Zhu, Tao Liu:
Link Prediction on Dynamic Heterogeneous Information Networks. 339-350 - Guanxiang Yun, Qipeng P. Zheng, Vladimir Boginski, Eduardo L. Pasiliao:
Information Network Cascading and Network Re-construction with Bounded Rational User Behaviors. 351-362 - Munira Syed, Jermaine Marshall, Aastha Nigam, Nitesh V. Chawla:
Gender Prediction Through Synthetic Resampling of User Profiles Using SeqGANs. 363-370
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