Computational Data and Social Networks

Combinatorial Optimization and Learning.- A Probabilistic Divide and Conquer Algorithm for the Minimum Tollbooth Problem.- Distributed Core Decomposition in Probabilistic Graphs.- Sampled Fictitious Play on Networks.- Outlier Detection Forest for Large-scale Categorical Data Sets.- Neural Networks with Multidimensional Cross-Entropy Loss Functions.- A RVND+ILS metaheuristic to Solve the Delivery Man Problem with Time Windows.- Star2vec: from subspace embedding to whole-space embedding for intelligent recommendation system (Extended Abstract).- Approximation algorithm for the squared metric soft capacitated facility location problem (Extended Abstract).- An E cient Algorithm for the k-Dominating Set Problem on Very Large-Scale Networks (Extended Abstract).- Strategy-proof cost-sharing mechanism design for a generalized cover-sets problem (Extended Abstract).- In uence Modeling, Propagation, and Maximization.- Hybrid Centrality Measures for Service Coverage Problem.-Hop-based Sketch for Large-scale In uence Analysis.- Profit Maximization under Group In uence Model in Social Networks.- Importance Sample-based Approximation Algorithm for Cost-aware Targeted Viral Marketing.- Location-Based Competitive In uence Maximization in Social Networks.- Cascade of Edge Activation in Networks.- Reinforcement Learning in Information Cascades Based on Dynamic User Behavior.- Predicting New Adopters via Socially-Aware Neural Graph Collaborative Filtering.- Who Watches What: forecasting viewership for the top 100 TV networks.- NLP and A ective Computing.- PhonSenticNet: A Cognitive Approach to Microtext Normalization for Concept-Level Sentiment Analysis.- One-document Training For Vietnamese Sentiment Analysis.- Assessing the readability of Vietnamese texts through comparison.- Learning Representations for Vietnamese Sentence Classification (Extended Abstract).- Exploring Machine Translation on the Chinese-Vietnamese Language Pair.-