| Time (Saigon) | Room #1 | Room #2 | Room #3 |
|---|---|---|---|
Saturday, December 21 |
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| 07:30-09:00 | Registration | ||
| 09:00-09:15 | Opening ceremony | ||
| 09:15-10:15 | Keynote speech #1: Computational Intelligence: A Broader Horizon | ||
| 10:15-10:45 | Coffee break | ||
| 10:45-11:57 | AI1: AI, Data Science, Big Data Analytics, Smart Computing | COM1: Communications, Networking, Internet of Things, Cloud Computing | CYB1: Cyber-Security, Cryptography, Blockchain & applications |
| 11:57-13:30 | Lunch break | ||
| 13:30-15:00 | AI2: AI, Data Science, Big Data Analytics, Smart Computing | COM2: Communications, Networking, Internet of Things, Cloud Computing | CYB2:: Cyber-Security, Cryptography, Blockchain & applications |
| 15:00-15:30 | Coffee break | ||
| 15:30-17:00 | AI3: AI, Data Science, Big Data Analytics, Smart Computing | COM3: Communications, Networking, Internet of Things, Cloud Computing | CYB3: Cyber-Security, Cryptography, Blockchain & applications |
Sunday, December 22 |
|||
| 08:00-09:00 | Keynote speech #2: HyperDemocracy : Large-scale Consensus Support Platfrom based on Social Multiagent Systems | ||
| 09:00-10:00 | Keynote speech #3: Quantum Machine Learning for 6G Networks: Taxonomy, Research Challenges, and the Road Ahead | ||
| 10:00-10:30 | Coffee break | ||
| 10:30-12:00 | AI4: AI, Data Science, Big Data Analytics, Smart Computing | COM4: Communications, Networking, Internet of Things, Cloud Computing | IMA1: Image, Computer Vision, Pattern Recognition |
| 12:00-13:30 | Lunch break | ||
| 13:30-15:00 | AI5: AI, Data Science, Big Data Analytics, Smart Computing | IND: Industrial Session | IMA2: Image, Computer Vision, Pattern Recognition |
| 15:00-15:30 | Coffee break | ||
| 15:30-17:00 | LAN: Language and Speech Processing | SOFT: Software Engineering, Information System, Computational Modelling | IMA3: Image, Computer Vision, Pattern Recognition |
| 18:00-21:00 | Banquet | ||
Saturday, December 21
Saturday, December 21 7:30 - 9:00 (Asia/Saigon)
Registration
Saturday, December 21 9:00 - 9:15 (Asia/Saigon)
Opening ceremony (4th floor Conference Hall - 03 Quang Trung Street)
Saturday, December 21 9:15 - 10:15 (Asia/Saigon)
Keynote speech #1: Computational Intelligence: A Broader Horizon
Professor Narayan C. Debnath, Ph.D., D.Sc.
Current developments of intelligent software technology have been playing an important role in a broad range of innovative applications. Major industries such as automotive, telecommunications, banking, e-business, automation, and recent smart applications in artificial intelligence (AI), machine learning (ML), deep learning, robotics, internet of things and smart devices, smart environment and technology, and many others are highly dependent on intelligent computer software for their basic operations. Moreover, the integration of artificial intelligence with machine learning, deep learning, and block chain are proving to be quite a powerful combination for improving virtually every industry in which they are implemented. AI and ML applications to academics to automobiles to railways to Aviation to healthcare industries are helping to significantly improve reliability, services, safety, and protection to human life and lifestyle. This keynote presentation will address recent applications of intelligent software systems along with the future potential growth of AI. Fundamental concepts and limitations connected with the reliability of intelligent software systems will be introduced. Several issues of software validation techniques involved in maximizing the reliability of a large and complex intelligent software system will be explored. The discussion and presentation may help identify new and innovative research directions for further study and development in computational intelligence with wide range of emerging applications along with the challenges and opportunities.
Professor Dr. Narayan C. Debnath is currently the Founding Dean of the School of Computing and Information Technology at Eastern International University, Vietnam. He is also serving as the Head of the Department of Software Engineering at Eastern International University, Vietnam. Prior to coming to Vietnam in his new position, Professor Debnath served the academic institutions in the USA for over 40 years including Minnesota State University, Iowa State University, Ohio State University, and East Carolina University. Dr. Debnath served as a Full Professor of Computer Science at Winona State University, Minnesota, USA for 28 years, and received numerous Honors and Awards. He served as the elected Chairperson of the Computer Science Department at Winona State University for 7 years. Dr. Debnath has been the Director of the International Society for Computers and their Applications (ISCA), USA since 2014. He also served as the ISCA President for 2 separate terms (2005-2007 and 2011-2013).
Dr. Debnath has made original research contributions in Software Engineering, Artificial Intelligence and applications, and Information Science, Technology and Engineering. Dr. Debnath is an author or co-author of over 500 research paper publications in numerous refereed journals and conference proceedings in Computer Science, Information Science, Information Technology, System Sciences, Mathematics, and Electrical Engineering. He is an author of over 20 books published by well-known international publishers including Elsevier, CRC, Wiley, Bentham Science, River Publishing, and Springer.
Professor Debnath has made numerous teaching, research, and invited keynote presentations at various international conferences, industries, and teaching and research institutions in Africa, Asia, Australia, Europe, North America, and South America. Dr. Debnath had served as a visiting professor at universities in Argentina, China, India, Sudan, and Taiwan. He has been maintaining an active research and professional collaborations with many universities, faculty, scholars, professionals, and practitioners across the globe.
Professor Debnath served as a General Chair, Program Chair, Tutorial Chair, Special Session Organizer and Chair, technical Session Chair, member of the international Program Committees and Advisory Committees for a large number of international conferences organized by well-known professional societies around the world. He has been an active member of the IEEE, IEE
Saturday, December 21 10:15 - 10:45 (Asia/Saigon)
Coffee break
Saturday, December 21 10:45 - 11:57 (Asia/Saigon)
AI1: AI, Data Science, Big Data Analytics, Smart Computing
Room 1256 12th Floor, 03 Quang Trung Street
10:45 Development of an Integrated Safety Management Model in Traditional Markets Based on Deep Learning
Seongju Joe (Chungbuk National University, Korea (South)); Dongkyu Yun (Chungbuk National University, Korea (South) & Dept. of BIGDATA, Korea (South)); SangHyun Choi (Chungbuk National University, Korea (South))
10:59 RTL Design of an Accelerator for Softmax Layer in Deep Neural Networks
Quyen V. Hoang (VNU, University of Engineering and Technology, Vietnam); Hung K. Nguyen (VNU University of Engineering and Technology, Vietnam)
11:13 An Efficient Algorithm for Mining Closed Frequent Pattern on Quantitive Databases
Nguyen Duy Ham (Saigon University, Vietnam); Binh Ho (Ho Chi Minh City University of Technology and Education, Vietnam); Ha Thanh Dung (Saigon University, Vietnam); Bui Danh Huong (Hutech University, Vietnam)
11:28 Personalized Federated Learning with Optimized Contrastive Learning for Intrusion Detection System
Quan Hong Ngo (Le Quy Don Technical University, Vietnam & Political Officers College, Vietnam); Van T.B Pham and Ly Vu (Le Quy Don Technical University, Vietnam)
11:42 A Real-time Drone Image Processing System using Deep Learning and Big Data Technology
Tuan Anh Nguyen Dai (University of Information Technology, Vietnam); Trong-Hop Do (University of Information Technology, Ho Chi Minh City & Vietnam National University, Ho Chi Minh City, Vietnam)
Saturday, December 21 10:45 - 11:57 (Asia/Saigon)
COM1: Communications, Networking, Internet of Things, Cloud Computing
Room 1456 14th Floor, 03 Quang Trung Street
10:45 UAV-mounted Intelligent Reflecting Surface-assisted Edge Content Delivery Networks Maximized Sum Rate with Deep Learning
Thanh-Hieu Nguyen (Vietnam Aviation Academy, Vietnam); Ca V. Phan (Ho Chi Minh City University of Technology and Education, Vietnam); Viet-Thanh Le (Ton Duc Thang University, Vietnam); Long D. Nguyen (Dong Nai University, Vietnam); Quang Nhat Tran (Van Lang University, Vietnam); Nguyen-Son Vo (Duy Tan University, Vietnam)
10:59 Efficient In-Device Coexistence Management for Wi-Fi 8
Juseong Moon and Ronny Yongho Kim (Korea National University of Transportation, Korea (South))
11:13 Smart Transducers and Network Infrastructures for Industry 4.0
Vincenzo Paciello (University of Salerno, Italy)
11:28 Optical Intelligent Reflecting Surface-Assisted Multiple Users Over Turbulence Channels
Phong D. Pham and Cuong K. Nguyen (Posts and Telecommunications Institute of Technology, Vietnam); Hoang Le (University of Aizu, Japan); Hien Pham, Thang Nguyen and Ngoc Dang (Posts and Telecommunications Institute of Technology, Vietnam)
11:42 Preliminary research on automatic data augmentation for irony detection
Chang Zi Shen, Michal Ptaszynski and Fumito Masui (Kitami Institute of Technology, Japan)
Saturday, December 21 10:45 - 11:57 (Asia/Saigon)
CYB1: Cyber-Security, Cryptography, Blockchain & applications
Room 1457 14th Floor, 03 Quang Trung Street
10:45 A New Approach for Android Malware Detection Based on Behavioral Profiling Techniques
Manh Vu Minh (Posts and Telecommunications Institute of Technology, Vietnam); Cho Xuan Do (Senior Lecturer, Vietnam)
10:59 A Strategy to Select the Feature Points for Robust Zero-Watermarking Algorithm
Pham Thai Hung (Le Quy Don Technical University, Vietnam); Minh Thanh Ta (Le Quy Don University, Vietnam)
11:13 Robust Watermarking Algorithm using Gram-Schmidt based Improved QR Decomposition
Yen Thi Pham (LE QUY DON Technical University, Vietnam & MILITARY ACADEMY OF LOGISTICS, Vietnam); Thanh Ta Minh (Le Quy Don Technical University, Vietnam); Minh Nguyen (Academy of Cryptography Techniques, Vietnam)
11:28 CaT: A Rapid and Precise Algorithm for Piecewise Linear Representation of Time Series
Truong Son Pham (Le Quy Don Technical University, Vietnam)
11:42 Predictive Models for Smart Systems Against IoT-Based Mirai Botnet Attacks
Le Ba Nguyen and Ngoc Hong Tran (Vietnamese German University, Vietnam)
Saturday, December 21 11:57 - 13:30 (Asia/Saigon)
Lunch break
Saturday, December 21 13:30 - 15:00 (Asia/Saigon)
AI2: AI, Data Science, Big Data Analytics, Smart Computing
Room 1151 11th Floor, 03 Quang Trung Street
13:30 Novel Transformation Operators for Twin-Autoencoder Applied to Intrusion Detection
Dung Ngoc Pham (Le Quy Don Technical University, Vietnam); Thi Bao Tran Le (Ho Chi Minh City University of Foreign Languages - Information Technology, Vietnam); Quang Uy Nguyen (Le Quy Don Technical University, Vietnam)
13:48 The application of machine learning algorithms for classifying different artificial Raman datasets with different numbers of glucose levels
Tung Thanh Nguyen (Vietnam National University, Vietnam); Tri Quang Ngo (Hanoi University of Science and Technology, Vietnam); Pham Thi Viet Huong (International School, Vietnam National University, Hanoi, Vietnam)
14:06 Developing a Mixed Deep Learning Model Approach for Arrhythmia Classification Based on ECG Signal
Khanh Duy Tran, Loc Tang and Uyen Nguyen (International University, Vietnam); Quoc T. Huynh (International University - VNU HCMC, Vietnam)
14:24 Finding Top-k Anomalous Subsequences in Streaming Time Series Using Adapted HOT SAX
Giao Cong Bui (Saigon University, Vietnam)
14:42 Real-time Stress Detection on Social Network Posts using Big Data Technology
Hai-Yen Phan Nguyen, Phi-Lan Ly and Duc-Manh Le (University of Information Technology, Vietnam); Trong-Hop Do (University of Information Technology, Ho Chi Minh City & Vietnam National University, Ho Chi Minh City, Vietnam)
15:00 Enhancing URL Classification with Hyperparameter-Tuned Convolutional Neural Networks
Thuy Thi Tran (Cuu Long University, Vinh Long, Vietnam); Nghia Quoc Phan (Tra Vinh University, Tra Vinh, Vietnam); Hiep Xuan Huynh (Can Tho University, Can Tho, Vietnam)
Saturday, December 21 13:30 - 15:00 (Asia/Saigon)
COM2: Communications, Networking, Internet of Things, Cloud Computing
Room 1155 11th Floor, 03 Quang Trung Street
13:30 Design a flexible multimode switching based on silicon photonic integrated circuits for a mode division multiplexing network
Ho Duc Tam Linh (Hue University, Vietnam & University of Sciences, Vietnam); Vuong Quang Phuoc (Hue University of Sciences, Vietnam); Vu Le Van Thanh, Kieu Thi Tran and Long Dai Hoang (Hue University, Vietnam)
13:48 An Improved MVDR Beamformer's Performance by Using Dual - Microphone System
Quan Trong The, Sr (Posts & Telecommunications Institute of Technology, Vietnam); Phuong Duy Nguyen (Posts and Telecommunications Institute of Technology, Vietnam)
14:06 Throughput Maximization For UAV-RIS NOMA Cognitive Systems in Disaster Communications
Nguyen Long and Vo Van (Duy Tan University, Vietnam); Viet-Hung Dang (KYUNG HEE University, Korea (South)); Hung Tran (Phenikaa University, Vietnam); Hieu Dinh Tran, Sr. (Universite Du Luxembourg & SnT, Luxembourg); Zhenni Pan (Waseda University, Japan); Shigeru Shimamoto (Waseda University & Graduate School of Global Information and Telecommunication Studies, Japan); Tu Dac Ho (Norwegian University of Science and Technology, Norway & The Arctic University of Norway, Norway)
14:24 Wideband Circularly Polarized Antennas for Wearable Internet of Medical Things Devices
Tu Le-Tuan and Noi Truong-Quang (PHENIKAA University, Vietnam); Nguyen Dinh Thai and Duc-Nguyen Tran-Viet (Le Quy Don Technical University, Vietnam); Hung Huy Tran (Phenikaa University, Vietnam)
14:42 Analyze EEG and IMU Signals Base on Machine Learning to Predict Patients with Possible Depression
Xuan Bach Duy Nguyen (University of Information Technology, Vietnam); Anh-Vu Dinh-Duc (Vietnam National University - Ho Chi Minh City, Vietnam); Khiem Thanh Nguyen (University of Information Technology, Vietnam)
Saturday, December 21 13:30 - 15:00 (Asia/Saigon)
CYB2: Cyber-Security, Cryptography, Blockchain & applications
Room 1157 11th Floor, 03 Quang Trung Street
13:30 A Novel Approach to Predicting Rug-Pull Risks in ERC-20 Smart Contracts
Cong Nguyen-Thanh, Ngoc Tran-Bao and Trinh Le-Khanh (VNU - University of Engineering and Technology, Vietnam)
13:48 Implementing a Secure Boot System on a 32-Bit RISC-V CPU on FPGA
Dang Quoc Tran (University of Science, Vietnam); Minh Khai Ma and Trong-Tu Bui (University of Science, VNU-HCM, Vietnam); Cong-Kha Pham (University of Electro-Communications (UEC), Japan); Duc-Hung Le (University of Science, VNU-HCM, Vietnam)
14:06 Investigating the robustness against transferable adversarial attacks of learning-based network intrusion detection system
Phuoc-Sang Dang (University of Information Technology, Vietnam); Phan The Duy (University of Information Technology, VNU-HCM, Vietnam); Van-Hau Pham (University of Information Technology, Vietnam)
14:24 A Study on Adversarial Attacks for Benchmarking Deep Learning-based Web Application Firewalls
Nguyen Ngoc Thanh (University of Information Technology - VNUHCM, Vietnam); Van-Giau Ung (Eastern International University, Vietnam); Phan The Duy (University of Information Technology, VNU-HCM, Vietnam); Van-Hau Pham (University of Information Technology, Vietnam)
14:42 Smart method to automatically match question and answer in multiple-choice test
Cuong Vo-Le (Hanoi University of Science and Technology & School of Electronics and Telecommunications, Vietnam); Thinh Xuan Vu (Hanoi University of Science and Technology, Vietnam); Bách Gia Võ (Kim Lien High School, Vietnam); Nguyen Manh Dung and Thắng Xuân Ngô (Hanoi University of Science and Technology, Vietnam)
Saturday, December 21 15:00 - 15:30 (Asia/Saigon)
Coffee break
Saturday, December 21 15:30 - 17:00 (Asia/Saigon)
AI3: AI, Data Science, Big Data Analytics, Smart Computing
Room 1151 11th Floor, 03 Quang Trung Street
15:30 The impact of input image size on the performance of deep learning models applied in cybersecurity
Nguyen Trung Hieu and Nguyen Hong Son (Posts and Telecommunications Institute of Technology, Vietnam)
15:48 USE Res2Net: Automatic Plant Image Classification using Squeeze and Excitation
Murukessan Perumal (NIT Warangal, India); Kommineni Jenni (Universiti Teknologi Malaysia, Saudi Arabia); Lahari Karimajji and M Srinivas (NIT Warangal, India)
16:06 PCNNTB: Pre-activated Deep Convolutional Neural Networks Based Tuberculosis Severity Classification
Kommineni Jenni (Universiti Teknologi Malaysia, Saudi Arabia); M Srinivas and Murukessan Perumal (NIT Warangal, India)
16:24 Predicting Pronunciation of "Kirakira-Names" Using Language Models
Kairi Takano, Michal Ptaszynski and Fumito Masui (Kitami Institute of Technology, Japan)
16:42 Phonetic to morphemic text conversion of a Very Low Resource Language using the ByT5-small Transformer Model
Nicholas Overacker and Michal Ptaszynski (Kitami Institute of Technology, Japan); Karol Nowakowski (Tohoku University of Community Service and Science, Japan); Kenyu Yamamaru (The Foundation for Ainu Culture, Japan)
Saturday, December 21 15:30 - 17:00 (Asia/Saigon)
COM3: Communications, Networking, Internet of Things, Cloud Computing
Room 1155 11th Floor, 03 Quang Trung Street
15:30 Genetic Algorithms for Swarm UAV-Assisted Edge Content Delivery Optimisation Problem
Thuong C. Lam (HUTECH University, Ho Chi Minh City, Vietnam); Nguyen-Son Vo (Duy Tan University, Vietnam); Minh-Phung Bui (Van Lang University, Ho Chi Minh City, Vietnam); De-Thu Huynh (The Saigon International University, Ho Chi Minh City, Vietnam); Thanh-Dung Tran (Duy Tan University, Vietnam); Hung Duy Ha (Ton Duc Thang University, HCMC., Vietnam)
15:48 Enhancing Detection Capacity and Security for Network-based Intrusion Detection Systems in Internet of Things
Duc Pham-Phuc, Trung Nguyen-Nhat-Hieu, Luan Van-Thien, Bao Nguyen-Van, Thuat Nguyen-Khanh and Quan Le-Trung (University of Information Technology - VNUHCM, Vietnam)
16:06 Metasurface Based Performance Enhancement of Circularly Polarized Antenna for MIMO Communication Applications
Anh Tran-Tuan (PHENIKAA University, Vietnam); Duc-Nguyen Tran-Viet (Le Quy Don Technical University, Vietnam); Hung Huy Tran (Phenikaa University, Vietnam); Tu Le-Tuan (PHENIKAA University, Vietnam)
16:24 Compact Antennas for In-Band Full-Duplex Applications
Hoang Huy Nguyen (PHENIKAA University, Vietnam); Phuong Kim-Thi (Thuyloi University, Vietnam); Khanh-Dieu Thi Nguyen and Hung Huy Tran (Phenikaa University, Vietnam)
16:42 Enhanced Phishing URL Detection Using Convolutional Neural Networks: A Deep Learning Approach
Nguyen Duc Thai (Ho Chi Minh City University of Technology, Vietnam); Tam Nguyen Minh (Ho Chi Minh City University of Technology (HCMUT), Vietnam)
Saturday, December 21 15:30 - 17:00 (Asia/Saigon)
CYB3: Cyber-Security, Cryptography, Blockchain & applications
Room 1157 11th Floor, 03 Quang Trung Street
15:30 BinShoo: Binary Code Similarity Detection using Optimized Function Embedding and Siamese Neural Network
Khanh-Khoa Ngo (University of Information Technology - VNUHCM, Vietnam); Nguyen Phuc Hai (University of Information Technology, Vietnam); Hien Do Thi Thu (University of Information Technology, VNU-HCM, Vietnam); Van-Hau Pham (University of Information Technology, Vietnam); Phan The Duy (University of Information Technology, VNU-HCM, Vietnam)
15:48 Dual Acoustic Feature Fusion for Enhanced Audio Deepfake Detection Using VGG-16 Architecture: Mitigating Speech Tampering with MFCC and ELTP
Candra Ahmadi (National Taiwan University of Science and Technology, Taiwan & NTUST, Taiwan); Siao-He Wang, Shih-Ping Chiu and Jiann-Liang Chen (National Taiwan University of Science and Technology, Taiwan)
16:06 Generating Synthesized Attacks for Intrusion Detection using Generative Models with Important Features
Van Hoa Nguyen, Cuong Nguyen and Quang Uy Nguyen (Le Quy Don Technical University, Vietnam)
16:24 Developing A Passwordless Authentication Solution Using Asymmetric Cryptography And Device Fingerprint Technology
Nguyen Duc Thai (Ho Chi Minh City University of Technology, Vietnam); Le Minh Hien (Ho Chi Minh City University of Technology (HCMUT), Vietnam)
16:42 Towards Optimizing Espresso Extraction: Which Perceived Espresso Features Correlate with Overall Subjective Satisfaction?
Kouakou Kan Maxime Kouassi (Kitami Institute of Technology, Japan); Tsuyoshi Gotoda (Workshop Café, Japan); Michal Ptaszynski (Kitami Institute of Technology, Japan); Tanjim Mahmud (Rangamati Science and Technology University, Bangladesh); Fumito Masui, Hirofumi Arai and Chao-Hui Feng (Kitami Institute of Technology, Japan); Jun Watanabe (Obihiro University of Agriculture and Veterinary Medicine, Japan)
Sunday, December 22
Sunday, December 22 8:00 - 9:00 (Asia/Saigon)
Keynote speech #2: 6th floor - 03 Quang Trung
HyperDemocracy : Large-scale Consensus Support Platfrom based on Social Multiagent Systems
Prof. Dr. Takayuki ITO
The rapid development of AI, smartphones, and the Internet, as well as the recent changes in the environment caused by COVID-19, have made the realization of AI-powered social systems more and more realistic. We envision the Hyperdemocary Platform, a social network that supports software agents and humans to participate, discuss, and make a collaborative, democratic consensus. Specifically, multiple agents will be stationed in social networks as the platform of democracy, act with humans, mediate decisions and interactions, and support enhanced and scalable consensus-building and collective decision-making. In particular, while collecting opinions and preferences, software agents are attentive to the emotions of the participants and help them to reach a consensus that is both proactive and satisfying efficiently. In other words, the system solves the trade-off between proactive and satisfied consensus building by humans and super-efficient and super-rational consensus building by software agents. Social problems such as flaming, fake news, group polarization, and gerrymandering have been widely reported in the SNS. Our agents will solve these problems by collaborating with humans within the platform. In this talk, I will introduce some results of our recent work.
Dr. Takayuki ITO is Professor of Kyoto University. He received the B.E., M.E, and Doctor of Engineering from the Nagoya Institute of Technology in 1995, 1997, and 2000, respectively. From 1999 to 2001, he was a research fellow of the Japan Society for the Promotion of Science (JSPS). From 2000 to 2001, he was a visiting researcher at USC/ISI (University of Southern California/Information Sciences Institute). From April 2001 to March 2003, he was an associate professor of Japan Advanced Institute of Science and Technology (JAIST). From April 2004 to March 2013, he was an associate professor of Nagoya Institute of Technology. From April 2014 to September 2020, he was a professor of Nagoya Institute of Technology. From October 2020, he is a professor of Kyoto University. From 2005 to 2006, he is a visiting researcher at Division of Engineering and Applied Science, Harvard University and a visiting researcher at the Center for Coordination Science, MIT Sloan School of Management. From 2008 to 2010, he was a visiting researcher at the Center for Collective Intelligence, MIT Sloan School of Management. From 2017 to 2018, he was an invited researcher of Artificial Intelligence Center of AIST, JAPAN. From March 5, 2019, he is the CTO of AgreeBit, inc. He is Steering Committee Chair of PRIMA, Steering Committee Member of PRICAI, Executive Committee Member of IEEE Computer Society Technical Committee on Intelligent Informatics, the PC-chair of AAMAS2013, PRIMA2009, the Local Arrangements Chair of IJCAI-PRICAI2020, General-Chair of PRICAI2024, PRIMA2024, PRIMA2020, PRIMA2014, and was a SPC/PC member in many top-level conferences (IJCAI, AAMAS, ECAI, AAAI, etc). He was a board member of IFAAMAS. He received the JSAI (Japan Society for Artificial Intelligence) Contribution Award, the JSAI Achievement Award, the JSPS Prize, 2014, the Prize for Science and Technology (Research Category), The Commendation for Science and Technology by the Minister of Education, Culture, Sports, Science, and Technology, 2013, the Young Scientists' Prize, The Commendation for Science and Technology by the Minister of Education, Culture, Sports, Science, and Technology, 2007, the Nagao Special Research Award of the Information Processing Society of Japan, 2007, the Best Paper Award of AAMAS2006, the 2005 Best Paper Award from Japan Society for Software Science and Technology, the Best Paper Award in the 66th annual conference of 66th Information Processing Society of Japan, and the Super Creator Award of 2004 IPA Exploratory Software Creation Projects. He is Principle Investigator of the Japan Cabinet Funding Program for Next Generation World-Leading Researchers (NEXT Program). Further, he has several companies, which are handling web-based systems and enterprise distributed systems. His main re
Sunday, December 22 9:00 - 10:00 (Asia/Saigon)
Keynote speech #3: 6th floor - 03 Quang Trung
Quantum Machine Learning for 6G Networks: Taxonomy, Research Challenges, and the Road Ahead
Dr. Trung Q. Duong
Quantum computing uses the concept of quantum mechanics to offer a massive leap forward in relations to solving complex computation problems. Hybrid quantum-classical machine learning algorithms can significantly enhance the processing efficiency and exponentially computational speed-up, highly capable of guaranteeing high QoS requirements of 6G networks. This talk presents the state-of-the-art in quantum computing and provide a comprehensive overview of its potential, via machine learning approaches. Furthermore, this talk introduces quantum-inspired machine learning/optimization applications for 6G networks in terms of 6G channel estimation and RF fingerprinting considering their enabling technologies and potential challenges. Finally, some dominating research issues and future research directions for the quantum-inspired machine learning/optimization in 6G networks are elaborated.
Dr. Trung Q. Duong (IEEE Fellow, EIC Fellow, and AAIA Fellow) is a Canada Excellence Research Chair and Full Professor at Memorial University of Newfoundland, Canada. He is also a Chair Professor in Telecommunications at Queen's University Belfast, UK and Royal Academy of Engineering Research Chair. His current research interests include quantum optimisation and machine learning in wireless communications. He has published 550+ books/bookchapters/papers with 21,000+ citations and h-index 79. He has served as an Editor for many reputable IEEE journals (IEEE Trans on Wireless Communications, IEEE Trans on Communications, IEEE Trans on Vehicular Technology, EEE Communications Surveys & Tutorials, IEEE Communications Letters, and IEEE Wireless Communications Letters) and has been awarded best paper awards in many flagship conferences including IEEE ICC 2014, IEEE GLOBECOM 2016, 2019, and 2022. He is the recipient of the Research Fellowship (2015-2020) and Research Chair (2020-2025) of the Royal Academy of Engineering. In 2017, he was awarded the Newton Prize from the UK government. He is a Fellow of IEEE, a Fellow of Engineering Institute of Canada (EIC), and a Fellow of Asia-Pacific Artificial Intelligence Association (AAIA).
Sunday, December 22 10:00 - 10:30 (Asia/Saigon)
Coffee break
Sunday, December 22 10:30 - 12:00 (Asia/Saigon)
AI4: AI, Data Science, Big Data Analytics, Smart Computing
Room 1, 6th floor - 03 Quang Trung
10:30 Leveraging Automatically Optimized Forecasters and Large Language Model for Predicting Vietnamese Rice Export Price
Hung Quoc Phan, Vy Nguyen, Vu Vo, Nhat-Quang Tran and Linh Duc Tran (RMIT University, Vietnam); Son Vu Truong Dao (RMIT University Vietnam, Vietnam); Hiep Pham (RMIT University, Vietnam)
10:48 A Supervised Learning DNN-Based Ultrasonic Distance Measurement System Using Sinusoidal Activation Function
Jihyeon Yoo, Jinhwan Koh and Euntae Noh (Gyeongsang National University, Korea (South))
11:06 Performance Comparison of Autoencoders Using Multi-Head and Skipping Connections
GyeongMin Kim (Gyeongsang National University, Korea (South)); Suyeon Lee (Koh microsystems, Korea (South)); Jinhwan Koh (Gyeongsang National University, Korea (South))
11:24 Improving Face Attendance Checking System with Ensemble Learning
Duc Tai Phan (FPT University, Vietnam); Nam Phuong Tran (Kyung Hee University, Korea (South)); Duc Ngoc Minh Dang (FPT University, Ho Chi Minh, Vietnam)
11:42 Graph Attention Network for Motor Imagery Classification
Dang Kieu (University of Engineering and Technology, Vietnam & VinUniversity, Vietnam)
Sunday, December 22 10:30 - 12:00 (Asia/Saigon)
COM4: Communications, Networking, Internet of Things, Cloud Computing
Room 2, 6th floor - 03 Quang Trung
10:30 Enhancing Campus Resilience: A Digital Nervous System Powered by OGC SensorThings Standards
Viet Truong Xuan (Can Tho University, Vietnam & Can Tho City, Vietnam); Nghia Nguyen Dai, Vinh Loc Cu, Minh Ly Duc, Hoang Thao Le and Luong Vinh Quoc Danh (Can Tho University, Vietnam); Thai Minh Truong (Cantho University, Vietnam); Hoang Viet Nguyen (Can Tho University, Vietnam)
10:48 Research and Development of Attendance System For Smart Classroom Using Bluetooth Low Energy and Facial Recognition Technologies
An Vu-Quoc, Bao Nguyen-Phuc, Luan Van-Thien, Chuong Dang-Le-Bao, Thuat Nguyen-Khanh and Quan Le-Trung (University of Information Technology - VNUHCM, Vietnam)
11:06 AMC-CNN-BiLSTM: An Advanced Hybrid Model for Automatic Modulation Classification of Radio Signals
Ha-Khanh Le and Van-Phuc Hoang (Le Quy Don Technical University, Vietnam); Sang Van Doan (Vietnam Naval Academy, Vietnam)
11:24 An Attention-based Intrusion Detection System with Incremental Online Learning Approach for Unmasking Evolving Cyber Threats
Le Ba Truc (University of Information Technology, VNU-HCM, Vietnam); Van-Giau Ung (Eastern International University, Vietnam); Phan The Duy (University of Information Technology, VNU-HCM, Vietnam); Van-Hau Pham (University of Information Technology, Vietnam)
11:42 Outage Performance of Multihop Networks Using Reconfigurable Intelligent Surface by Deep Learning Methods
Huynh Van Hoa (Posts and Telecommunications Institute of Technology, Vietnam); Vo Nguyen Quoc Bao (Van Lang University, Vietnam)
Sunday, December 22 10:30 - 12:00 (Asia/Saigon)
IMA1: Image, Computer Vision, Pattern Recognition
Room 3, 6th floor - 03 Quang Trung
10:30 Applying the vision transformer algorithm to diagnose the stages of Alzheimer's disease
VO Duc-Hoang (The University of Danang & University of Science and Technology, Vietnam); Cao The Thang (Dong A University Da Nang, Vietnam); Nguyen Nang Hung Van (Danang University of Science and Technology, Vietnam)
10:48 Enhanced Brain Tumor Classification Through ResNet50 Transfer Learning
Anu Kempannavar, Saksham Singh and Shreya Hallikeri (PES University, India); Rashmi Ugarakhod (Pes University, India)
11:06 Developing a deep learning-based embedded system to detect adverse weather conditions for autonomous vehicles
Van Hoang Khanh Ngo and Hung K. Nguyen (VNU University of Engineering and Technology, Vietnam)
11:24 FPI-AD: Anomaly Detection with Dense Skeleton Analysis and Future Frame Prediction
Nguyet Giap (Asilla Inc., Vietnam); Daisuke Imoto (National Research Institute of Police Science, Japan); Nguyen Thi Bao Uyen (Asilla Inc., Vietnam); Norimitsu Akiba, Kenji Kurosawa and Masakatsu Honma (National Research Institute of Police Science, Japan); Inaoka Shun and Trung Quang Tran (Asilla Inc., Vietnam)
11:42 Sentence-level Sign Language Recognition Using MediaPipe
Khang Bao Tran (International University, Vietnam); Quoc T. Huynh (International University - VNU HCMC, Vietnam); Uyen Nguyen (International University, Vietnam)
Sunday, December 22 12:00 - 13:30 (Asia/Saigon)
Lunch break
Sunday, December 22 13:30 - 15:00 (Asia/Saigon)
AI5: AI, Data Science, Big Data Analytics, Smart Computing
Room 1, 6th floor - 03 Quang Trung
13:30 Adaptive Sampling Technique for Building Knockoff Text Sentiment Models
Pham Xuan Cong (Le Quy Don Technical University, Vietnam); Hoang Trung Nguyen (Le Qui Don Techincal University, Vietnam); Binh Do (Military Information Technology Institute, Vietnam); Cao Truong Tran (Le Quy Don Technical University, Vietnam)
13:48 From Theory to Practice: Quantum Kernels in Support Vector Classification for Improved Performance
Cao Vu Bui, Le Trinh and Thai Nhat Tan (FPT University, Vietnam)
14:06 Blending Ensemble Learning for Enhanced Arrhythmia Classification Utilizing 12-Lead ECGs
Hai-Chau Le, Hai-Long Nguyen and Huu Cam Nguyen (Posts and Telecommunications Institute of Technology, Vietnam); Nam Quy Tran (Dai Nam University, Vietnam); Nguyen Trinh (Posts and Telecommunications Institute of Technology & Telecom. Faculty, Vietnam)
14:24 Efficient Sim2Real Training Using PPO and A2C for 6-DoF Robot Control
Anh Nguyen-Phan-Duc, Kien Phan-Trung, Chuong Dang-Le-Bao and Quan Le-Trung (University of Information Technology - VNUHCM, Vietnam)
14:42 Developing License Plate Recognition System Using Advanced SCRFD and LPRNet
Phat Huu Nguyen, Tan Nghia Duong, Thien Pham Ngoc, Thi Thu Trang Pham, Thanh Le Thi Hai and Dzung Nguyen Tien (Hanoi University of Science and Technology, Vietnam); Quang Tran Minh (Hochiminh City University of Technology, Vietnam)
15:00 Balancing Ethical AI with Innovation: How Kopernica Revolutionizes Privacy, Security, and Fairness in Advanced AI Systems
Jose Luis Pech Pacheco (Neurologyca, Santiago de Compostela, Spain); Jolanda G. Tromp (State University of New York, Oswego, NY, USA); Chung Van Le (Duy Tan University, Da Nang, Vietnam)
Sunday, December 22 13:30 - 15:00 (Asia/Saigon)
IND: Industrial Session
Room 2, 6th floor - 03 Quang Trung
13:30 Optimizing Smart Manufacturing Through Multi-Agent Integration of Machine Learning Models: A Conceptual Framework
Shadia Baroud (UNIMY University, Malaysia); Adnan Yahaya (UNIMY, Malaysia)
13:48 Research on Visible Light Communication/ Optical Camera Communication (VLC/OCC) system for industrial applications
Nam Hoang Nguyen (Hanoi University of Science and Technology, Vietnam)
14:06 Fault tolerance of the double feedback control system for minimum phase systems
Daisuke Koyama (Gunma University, Japan); Nghia Thi Mai (Posts and Telecommunications Institute of Technology & Gunma University, Vietnam); Kotaro Hashikura, Md Abudus samal Kamal, Iwanori Murakami and Kou Yamada (Gunma University, Japan)
14:24 Optimizing Acrophobia Treatment Outcomes Through Personalized VR Image Scenarios and Simulations
Wai Yie Leong (INTI International University, Malaysia)
14:42 Outage Probability Analysis for Relay Networks Combined with RIS-NOMA Systems
Nguyen Van Minh Sang (Posts and Telecommunications Institute of Technology, Vietnam); Thien Thanh Tran (Ho Chi Minh City University of Transport, Vietnam); Tri-Hai Nguyen and Vo Nguyen Quoc Bao (Van Lang University, Vietnam)
Sunday, December 22 13:30 - 15:00 (Asia/Saigon)
IMA2: Image, Computer Vision, Pattern Recognition
Room 3, 6th floor - 03 Quang Trung
13:30 Super Resolution Using Convolutional Neural Network and Self-Attention Mechanism
Tan Nhat Vo, Bảo Đức Ngô and Len Bui (University of Science, Vietnam)
13:48 Efficient Continual Learning in Panoptic Segmentation with Adaptive Prompt Selection
Quynh-Trang Pham Thi (VNU University of Engineering and Technology, Vietnam); Minh Anh Dang (FPT University, Vietnam); Tri Thanh Nguyen (Vietnam National University, Hanoi (VNU) - University of Engineering and Technology (UET), Vietnam); Trong Duc Le (VNU University of Engineering and Technology, Vietnam); Thanh Hai Dang (Vietnam National University Hanoi & VNU University of Engineering and Technology, Vietnam)
14:06 Integrating Transformer and Enhanced YOLOv10 for Improved Small Object Detection in RGB and Infrared Remote Sensing Imagery
Lan Nguyen, Cao Truong Tran, Nguyen Hai Dang and Tran Thi Toi (Le Quy Don Technical University, Vietnam)
14:24 Real-time Flying Object Detection and Counting Using Deep Learning
Nguyễn Thị Khánh Trâm (Phenikaa University, Vietnam)
14:42 VNExpirationDate: A Novel Expiration Date Dataset and A Robust Framework for Expiration Date Recognition on Complex Packaging in Vietnam
Tien Thanh Le, Hien Nguyen Minh Hua, Ny Thi Xuan Hoang, An Huu Nguyen and Quang Cam Dung (Ton Duc Thang University, Vietnam)
15:00 Visual Explanations from Deep Networks Using GradCAM in Federated Learning
Anh-Tu Tran, Trong-Nghia Mai, and Van-Quyet Nguyen (Academy of Cryptography Techniques, Vietnam)
Sunday, December 22 15:00 - 15:30 (Asia/Saigon)
Coffee break
Sunday, December 22 15:30 - 17:00 (Asia/Saigon)
LAN: Language and Speech Processing
Room 1, 6th floor - 03 Quang Trung
15:30 LawViVQA: A Visual Question Answering Dataset for Vietnamese Legal Content
Hoa Quang Le, Huong Kieu Xuan Dieu and Khiem Vinh Tran (University of Information Technology, VNU-HCM, Vietnam); Binh Thanh Nguyen (University of Information Technology & Geminisoft, Vietnam)
16:00 Advanced Language Model-based Translator for English-Vietnamese Translation
Nam Hoai Nguyen (ThinkPrompt Company, Vietnam); Do Dat (ThinkPrompt, Vietnam); Ly Minh Nguyen (ThinkPrompt Limited Company, Vietnam); Bảo Quốc Nguyen (Thinkprompt, Vietnam & University of Science, Vietnam); Dat Nguyen and Vu Anh Tran (ThinkPrompt, Vietnam)
16:30 An efficient algorithm for mining top-rank-k frequent weighted utility itemsets in hierarchical quantitative databases
Nguyen Duy Ham (Saigon University, Vietnam); Bui Danh Huong (Hutech University, Vietnam); Nguyen Khanh Duy (HCMC University of Education, HoChiMinh City, Vietnam)
Sunday, December 22 15:30 - 17:00 (Asia/Saigon)
SOFT: Software Engineering, Information System, Computational Modelling
Room 2, 6th floor - 03 Quang Trung
15:30 Efficient Random Quantum Circuit Generator: A Benchmarking Approach for Quantum Simulators
Hai Vu Tuan and Vu Trung Duong Le (Nara Institute of Science and Technology, Japan); Hoai Luan Pham (NARA Institute of Science and Technology, Japan); Yasuhiko Nakashima (Nara Institute of Science and Technology, Japan)
15:52 An Approach to Composing Concerns for an Executable Unified Domain Model
Vinh Van LE (University of Engineering Technology - VNU, Vietnam & Vinh University of Technology Education, Vietnam); Hanh Dang (VNU University of Engineering and Technology, Ha Noi, Vietnam)
16:15 Enhancing Deepfake Detection: A Study Using WavLM and Advanced RawBoost Augmentation Techniques
Tri Nhan Do (Vietnam); Loi Hoang Nguyen, Kien Trung Phan and Phuong Viet Ta (VinBigData Joint Stock Company, Vietnam)
16:37 Integrating AIGC for Automated Post-Production
Wai Yie Leong (INTI International University, Malaysia)
Sunday, December 22 15:30 - 17:00 (Asia/Saigon)
IMA3: Image, Computer Vision, Pattern Recognition
Room #3, 6th floor - 03 Quang Trung
15:30 VSLAM with image enhancement method LIME for supporting rescue in dark areas
Vu Hoang Duong and Duy Tran Khuong Le (Gunma University, Japan); Quang Duc Minh Nguyen (La Trobe University, Australia); Nghia Thi Mai (Posts and Telecommunications Institute of Technology & Gunma University, Vietnam); Kou Yamada (Gunma University, Japan)
15:48 Sampling Effects In Classification Of Using Point Cloud Data With Machine Learning
Taemin Kim and Jinhwan Koh (Gyeongsang National University, Korea (South)); Seojung Park (Koh microsystems, Korea (South))
16:06 Spatial-Deeplabv3+: Crop Segmentation in Satellite Images
Kommineni Jenni (Universiti Teknologi Malaysia, Saudi Arabia); M Srinivas (NIT Warangal, India); Shivani Sri Varshini U (National Institute of Technology Warangal, India)
16:24 Ultrasonic array for hand Gesture with CNN
Jaewoo Ju (GyeongSang National University, Korea (South)); Suyeon Lee (Koh microsystems, Korea (South)); Jinhwan Koh (Gyeongsang National University, Korea (South))
16:42 Combination of Fine-tuned GECToR and BERT Language Models for Improving Spelling Error Correction
Cuong Vo-Le (Hanoi University of Science and Technology & School of Electronics and Telecommunications, Vietnam); Khue Doan Do and Viet Duc Do (Hanoi University of Science and Technology, Vietnam)
Sunday, December 22 18:00 - 21:00 (Asia/Saigon)