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12th CSoNet 2023: Hanoi, Vietnam

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Minh Hoàng Hà, Xingquan Zhu, My T. Thai:
Computational Data and Social Networks - 12th International Conference, CSoNet 2023, Hanoi, Vietnam, December 11-13, 2023, Proceedings. Lecture Notes in Computer Science 14479, Springer 2024, ISBN 978-981-97-0668-6

Machine Learning and Prediction

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Hai Thanh Nguyen, Phat Minh Nguyen, Quang Duy Tran, Phuong Ha Dang Bui:
An Approach Using Threshold-Based Noise Reduction and Fine-Tuned ShuffleNetV2 for Plant Leaf Disease Detection. 3-14
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Kieu-Anh Thi Truong, Truong-Thuy Tran, Cam-Van Thi Nguyen, Duc-Trong Le:
Enhancing Visual Question Answering with Generated Image Caption. 15-26
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Minh Tu Le, Bao Thang Ta, Nhat Minh Le, Phi Le Nguyen, Van Hai Do:
A Gaussian Distribution Labeling Method for Speech Quality Assessment. 27-38
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Do Quang Manh, Tran Minh Khoi, Duong Minh Hieu, Phan Duy Hung:
TextFocus: Efficient Multi-scale Detection for Arbitrary Scene Text. 39-50
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Anh Bao Nguyen Le, Hien Thanh Thi Nguyen, Anh Kim Su, Hai Thanh Nguyen:
Fake Face Recognition on Images Generated by Various Deepfakes Tools. 51-62
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An Dang, Ha My Linh, Duc-Quang Vu:
Multi-scale Aggregation Network for Speech Emotion Recognition. 63-73
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Quang-Linh Tran, Binh T. Nguyen, Gareth J. F. Jones, Cathal Gurrin:
ViEcomRec: A Dataset for Recommendation in Vietnamese E-Commerce. 74-82
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Soohyeon Choi, Rhongho Jang, DaeHun Nyang, David Mohaisen:
Untargeted Code Authorship Evasion with Seq2Seq Transformation. 83-92
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Ling Wang, Fangjie Song, Tie Hua Zhou, Chunxu Yang, Wanlin Zhang:
Mining the Potential Temporal Features Based on Wearable EEG Signals for Driving State Analysis. 93-101
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Duc Nguyen, Thien Huynh, Thang Phung, Thu Bui, Phuong Thai, Long Huynh, Ty Nguyen, An Nguyen, Huu Pham, Tho Quan:
VN-Legal-KG: Vietnam Legal Knowledge Graph for Legal Statute Identification on Land Law Matters. 102-110
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Loc Tan Nguyen, Tin T. Tran:
CombiGCN: An Effective GCN Model for Recommender System. 111-119
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Nguyen Ngoc Long, Ngo Doan Kien, Nguyen Thi Hong Hanh, Nguyen Thi Kieu Nhung, Nguyen Son Tung, Tuan Nguyen:
Unveiling Sentiments in Vietnamese Education Texts: Could Large Language Model GPT-3.5-turbo Beat PhoBERT? 120-128
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The Nguyen Manh, Hoan Bui Quoc:
Portfolio Construction Based on Time Series Clustering Method Evidence in the Vietnamese Stock Market. 129-137
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Huong Hoang Luong, Lan Thu Thi Le, Hai Thanh Nguyen:
An Approach for Web Content Classification with FastText. 138-146

Optimization

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Raed Alharbi, Lan N. Nguyen, My T. Thai:
Continuous Length-Bounded Paths Interdiction. 149-161
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Ba Luat Le, Layla Martin-Samos, Emrah Demir, Duc Minh Vu:
A* Search Algorithm for an Optimal Investment Problem in Vehicle-Sharing Systems. 162-173
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Hoang Giang Pham:
The Matheuristic for Building Cost-Constrained Decision Trees with Multiple Condition Attributes. 174-185
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Canh V. Pham, Quat V. Phu, Dung T. K. Ha:
Fast Bicriteria Approximation Algorithm for Minimum Cost Submodular Cover Problem. 186-197
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Hoang Giang Pham, Toan Tran Quang:
Mixed Integer Linear Programming-Based Methods for the Optimal Time-Constrained Cost-Sensitive Decision Tree. 198-209
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Duc Minh Vu, Mike Hewitt, Duc Duy Vu:
Solving Time-Dependent Traveling Salesman Problem with Time Windows Under Generic Time-Dependent Travel Cost. 210-221
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Tan D. Tran, Canh V. Pham, Dung P. Trung, Uyen T. Nguyen:
Improved Streaming Algorithm for Minimum Cost Submodular Cover Problem. 222-233
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Guangwen Zhou, Bin Liu, Yuanyuan Qiang:
Deletion-Robust Submodular Maximization Under the Cardinality Constraint over the Integer Lattice. 234-242
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Alexander Musaev, Dmitry A. Grigoriev:
Evolutionary Parameter Optimization: A Novel Control Strategy for Chaotic Environments. 243-251

Security and Blockchain

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Mohamed Alqadhi, David Mohaisen:
The Infrastructure Utilization of Free Contents Websites Reveal Their Security Characteristics. 255-267
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Ayodeji Adeniran, Mohammed Alkinoon, David Mohaisen:
Understanding the Utilization of Cryptocurrency in the Metaverse and Security Implications. 268-281
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Hien Nguyen Quang, M. N. Triet, T. D. Khoa, Khiem Huynh Gia, Le K. Bang, N. T. Phuc, H. V. Khanh, Ngan N. T. Kim:
Blockchain and IoT for Enhanced Traceability in Waste Treatment Processes: A Microservice and Brokerless Approach. 282-294
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N. T. Anh, T. D. Khoa, N. Q. Hien, Le K. Bang, T. B. Nam, V. H. Khanh, Ngan N. T. Kim, M. N. Triet:
Towards a Management System of Blood and Its Products Based on Blockchain, Smart Contracts, and NFT: A Case Study in Vietnam. 295-303
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Hung Tran, Pham Ngoc Hung, Van Nhan Vo, Quach Xuan Truong, Tung Pham Huu, Nguyen Quoc Long, Giang Le Quynh Vu:
Secure Conversation: A View from Physical Layer. 304-312
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Bui Kim Ngan Nguyen, Binh Thuc Tram Nguyen, Dung Tran Tuan, Phan The Duy, Van-Hau Pham:
MIDAS: A Multi-chain Interoperable Data and Access System for Healthcare. 313-322

Network Analysis

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Asep Maulana, Johannes Langguth:
Leveraging GNNs and Node Entropy for Anomaly Detection: Revealing Misinformation Spreader on Twitter Network. 325-336
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Ali Yassin, Hocine Cherifi, Hamida Seba, Olivier Togni:
Air Transportation Network Backbone Extraction: A Comparative Analysis of Structural Filtering Techniques. 337-348
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Andrzej Jarynowski, Lukasz Czekaj, Alexander Semenov, Vitaly Belik:
Multiplex Network Approach for Modeling the Spread of African Swine Fever in Poland. 349-360
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Muhammad T. Khan, Rachel Gordon, Nimra Khan, Madeline Moran, Mohammed Abuhamad, Loretta J. Stalans, Jeffrey Huntsinger, Jennifer Forestal, Eric Chan-Tin:
Identification and Analysis of the Spread of {Mis}information on Social Media. 361-372
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Liman Du, Wenguo Yang, Suixiang Gao:
Modeling the Change of Public Opinion Caused by Opinion Posts' Dissemination in Social Networks. 373-384
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Xiang Li, Gagan Agrawal, Ruoming Jin, Rajiv Ramnath:
Scalable Deep Metric Learning on Attributed Graphs. 385-397
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Akshat Gaurav, Brij B. Gupta, Kwok Tai Chui, Varsha Arya:
Deep Learning Based Model for Stress Measurement in Online Social Networks. 398-406
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Tie Hua Zhou, Jinwei Wang, Ling Wang, Haoyu Hao, Tianshuo Bi:
Stress Expression Identification Model for Emotion-Driven Association Calculation over Social Network Blogs. 407-415

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