RESEARCH
RESEARCH
Fields: Deep Learning, Graph Neural Network, Social Data
Topics: Computational Optimization, Deep Learning, Graph Neural Networks, Probabilistic Graphical Models, Social Data, Social Media Text Processing, Sentiment Analysis, Graph-base NLP
Listing of my papers: Google Scholar
Dinh, Truong Xuan, and Tien-Dung Do. Graph-Based Ranking Techniques for Improving VLSI Placement. 2024 IEEE 15th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON). IEEE, Yorktown Heights, NY, USA, 2024.
Xuan Truong Dinh. Name2Vec: Name Matching using Character-based with Deep Learning. In the 3rd International Conference on Evolutionary Computing and Mobile Sustainable Networks (ICECMSN 2023), Springer Singapore, November 2023 Coimbatore, India https://doi.org/10.1016/j.procs.2023.12.086
Xuan-Truong Dinh, Hoai-Thu Vu. Combination of machine learning and symbology pooled approximation for time series data anomaly detection. Journal of Science and Technology on Information and Communications, December 2022
Pham Van Duong, Xuan Truong Dinh, Le Hoang Son, Pham Van Hai. Enhancement of Gravity Centrality Measure Based on Local Clustering Method by Identifying Influential Nodes in Social Networks. Multimedia Technology and Enhanced Learning. In International Conference on Multimedia Technology and Enhanced Learning ICMTEL 2022. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 446, (pp. 614-627). Springer, Cham. https://doi.org/10.1007/978-3-031-18123-8_48
Xuan Truong Dinh, Tien Dat Trinh, Tuyen Do Ngoc and Van Hai Pham. Improving Social Trend Detection Based on User Interaction and Combined with Keyphrase Extraction Using Text Features on Word Graph. The International Conference on Intelligent Systems & Networks, pp. 163-170, Springer, Singapore, March 2021. https://doi.org/10.1007/978-981-16-2094-2_21
Xuan-Truong Dinh and Hai Pham Van. Social Network Analysis Based on Combining Probabilistic Models with Graph Deep Learning. The International Conference on Communication and Intelligent Systems, December 26-27, 2020 in India; Communication and Intelligent Systems, pp. 975-986, Springer, Singapore, 2021. https://doi.org/10.1007/978-981-16-1089-9_76
Xuantruong Dinh and Vanhai Pham. A Proposal of Deep Learning Model for Classifying User Interests on Social Networks. The 4th International Conference on Machine Learning and Soft Computing, January 17-19, 2020. https://doi.org/10.1145/3380688.3380707
Pham, H.V.; Moore, P.; Truong, D.X. Proposed Smooth-STC Algorithm for Enhanced Coverage Path Planning Performance in Mobile Robot Applications. Robotics 2019, 8, 44. https://doi.org/10.3390/robotics8020044