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ORCID10th CSoNet 2021: Virtual Event
- David Mohaisen
, Ruoming Jin:
Computational Data and Social Networks - 10th International Conference, CSoNet 2021, Virtual Event, November 15-17, 2021, Proceedings. Lecture Notes in Computer Science 13116, Springer 2021, ISBN 978-3-030-91433-2
Combinatorial Optimization and Learning
- Bin Liu, Zihan Chen, Huijuan Wang, Weili Wu:
Streaming Algorithms for Maximizing Non-submodular Functions on the Integer Lattice. 3-14 - Shi Feng, Wei Chen:
Causal Inference for Influence Propagation - Identifiability of the Independent Cascade Model. 15-26 - Canh V. Pham, Quang C. Vu, Dung K. Ha, Tai T. Nguyen:
Streaming Algorithms for Budgeted k-Submodular Maximization Problem. 27-38 - Sai Ji, Yinhong Dong, Donglei Du, Dachuan Xu:
Approximation Algorithms for the Lower Bounded Correlation Clustering Problem. 39-49 - Min Cui, Donglei Du, Dachuan Xu, Ruiqi Yang:
Approximation Algorithm for Maximizing Nonnegative Weakly Monotonic Set Functions. 50-58 - Jiaming Hu, Dachuan Xu, Donglei Du, Cuixia Miao:
Differentially Private Submodular Maximization over Integer Lattice. 59-67 - Jingjing Tan, Yicheng Xu, Dongmei Zhang, Xiaoqing Zhang:
Maximizing the Sum of a Supermodular Function and a Monotone DR-submodular Function Subject to a Knapsack Constraint on the Integer Lattice. 68-75
Deep Learning and Applications to Complex and Social Systems
- Xiang Li, Ruoming Jin, Rajiv Ramnath, Gagan Agrawal:
A Framework for Accelerating Graph Convolutional Networks on Massive Datasets. 79-92 - Eldor Abdukhamidov, Mohammed Abuhamad, Firuz Juraev, Eric Chan-Tin, Tamer AbuHmed:
AdvEdge: Optimizing Adversarial Perturbations Against Interpretable Deep Learning. 93-105 - Md. Rifatul Islam Rifat, Abdullah Al Imran:
Incorporating Transformer Models for Sentiment Analysis and News Classification in Khmer. 106-117 - Abdullah Al Imran, Md Nur Amin:
Deep Bangla Authorship Attribution Using Transformer Models. 118-128 - Bao-Long Le, Gia-Huy Lam, Xuan-Vinh Nguyen, The-Manh Nguyen, Quoc-Loc Duong, Quang Dieu Tran, Trong-Hop Do, Nhu-Ngoc Dao:
A Deep Learning Based Traffic Sign Detection for Intelligent Transportation Systems. 129-137 - Phuc H. Duong, Cuong C. Chung, Loc T. Vo, Hien T. Nguyen, Dat Ngo:
Detecting Hate Speech Contents Using Embedding Models. 138-146 - Tiehua Zhou, Yingxuan Tang, Ling Gong, Hua Xie, Minglei Shan, Ling Wang:
MIC Model for Cervical Cancer Risk Factors Deep Association Analysis. 147-155 - Tianxin Zhou, Xiang Li, Haibing Lu:
Power Grid Cascading Failure Prediction Based on Transformer. 156-167
Measurements of Insight from Data
- Mohammed Alkinoon, Marwan Omar, Manar Mohaisen, David Mohaisen:
Security Breaches in the Healthcare Domain: A Spatiotemporal Analysis. 171-183 - NhatHai Phan, David Kil, Brigitte Piniewski, Dejing Dou:
Social and Motivational Factors for the Spread of Physical Activities in a Health Social Network. 184-196 - José Esparza, Gissella Bejarano, Arti Ramesh, Anand Seetharam:
Understanding the Issues Surrounding COVID-19 Vaccine Roll Out via User Tweets. 197-205
Complex Networks Analytics
- Qinghua Tang, Demin Li, Shuang Zhou, Yue Fu:
Minimize Travel Time with Traffic Flow Density Equilibrium on Road Network. 209-217 - Rishi Ranjan Singh, Amit Kumar Dhar, Arzad Alam Kherani, Naveen Varghese Jacob, Ashitabh Misra, Devansh Bajpai:
Network Based Framework to Compare Vaccination Strategies. 218-230 - Phuong N. H. Pham, Canh V. Pham, Hieu V. Duong, Trung Thanh Nguyen, My T. Thai:
Groups Influence with Minimum Cost in Social Networks. 231-242 - Konstantin Avrachenkov, Maximilien Dreveton, Lasse Leskelä:
Recovering Communities in Temporal Networks Using Persistent Edges. 243-254 - Deepanshu Malhotra, Ralucca Gera, Akrati Saxena:
Community Detection Using Semilocal Topological Features and Label Propagation Algorithm. 255-266 - Diego Saby, Olivier Philippe, Nataly Buslón, Javier del Valle, Oriol Puig, Ramón Salaverría, María-José Rementeria:
Twitter Analysis of Covid-19 Misinformation in Spain. 267-278 - Stephany Rajeh, Marinette Savonnet, Éric Leclercq, Hocine Cherifi:
Comparing Community-Aware Centrality Measures in Online Social Networks. 279-290 - Quynh Tu Ngo, Khoa Tran Phan, Wei Xiang, Abdun Naser Mahmood, Jill Slay:
Two-Tier Cache-Aided Full-Duplex Content Delivery in Satellite-Terrestrial Networks. 291-302
Special Track: Fact-Checking, Fake News and Malware Detection in Online Social Networks
- Evan Crothers, Herna L. Viktor, Nathalie Japkowicz:
Mean User-Text Agglomeration (MUTA): Practical User Representation and Visualization for Detection of Online Influence Operations. 305-318 - Kevin Matthe Caramancion:
The Role of Information Organization and Knowledge Structuring in Combatting Misinformation: A Literary Analysis. 319-329 - Mario Casillo, Francesco Colace, Brij B. Gupta, Domenico Santaniello, Carmine Valentino:
Fake News Detection Using LDA Topic Modelling and K-Nearest Neighbor Classifier. 330-339 - Akshat Gaurav, Brij B. Gupta, Ching-Hsien Hsu, Arcangelo Castiglione, Kwok Tai Chui:
Machine Learning Technique for Fake News Detection Using Text-Based Word Vector Representation. 340-348
Special Track: Information Spread in Social and Data Networks
- Lyudmila Gadasina, Vladislav Veklenko, Pasi Luukka:
Summarization Algorithms for News: A Study of the Coronavirus Theme and Its Impact on the News Extracting Algorithm. 351-360 - Andrzej Jarynowski, Alexander Semenov, Monika Wojta-Kempa, Vitaly Belik:
Social Cohesion During the Stay-at-Home Phase of the First Wave of the COVID-19 Pandemic on Polish-Speaking Twitter. 361-370 - Zhecheng Qiang, Eduardo L. Pasiliao, Qipeng P. Zheng:
Target Set Selection in Social Networks with Influence and Activation Thresholds. 371-380
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