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11th SoICT 2023: Ho Chi Minh, Vietnam
- Proceedings of the 12th International Symposium on Information and Communication Technology, SOICT 2023, Ho Chi Minh, Vietnam, December 7-8, 2023. ACM 2023
Track 1: AI Foundation and Big Data
- Masashi Takemoto, Yasutake Masuda, Jingyong Cai, Hironori Nakajo:
Learning Algorithm for LesserDNN, a DNN with Quantized Weights. 1-7 - Simon Thelen, Friedrich Eder, Matthias Melzer, Danilo Weber Nunes, Michael Stadler, Christian Rechenauer, Mathias Obergrießer, Ruben Jubeh, Klaus Volbert, Jan Dünnweber:
A Slim Digital Twin for a Smart City and Its Residents. 8-15 - Yukun Dong, Zhengwu Lu, Rui Zhang:
Locally Differentially Private and Fair Key-Value Aggregation. 16-23 - Loi Le Vu, Dong Nguyen Tien, Tuan Dang Minh:
Stratified Ranking for Dense Passage Retrieval. 24-31 - Nang Hung Van Nguyen, Phuc Hao Do, Van-Nam Hoang, Aleksandr Borodko, Duc Tran Le:
Leveraging FFT and Hybrid EfficientNet for Enhanced Action Recognition in Video Sequences. 32-39 - Son Thai, Hop Bui, Huy Vu, Khanh Nguyen, Tin Huynh, Kiem Hoang:
Enhancing Face Anti-Spoofing with Swin Transformer-driven Multi-stage Pipeline. 40-47 - Doan Thai Binh Phan, Phuoc Vinh Linh Le, Ngoc Hoang Luong, M. Tahar Kechadi, Hung Q. Ngo:
Domain Adaptation in Nested Named Entity Recognition From Scientific Articles in Agriculture. 48-55 - Tan D. Tran, Canh V. Pham, Dung Ha:
Maximizing a $k$-Submodular Maximization Function under an Individual Knapsack Constraint. 56-62 - Dang H. Pham, Anh D. Nguyen, Long V. Vu, Hoa Ngoc Nguyen:
IQAGA: Image Quality Assessment-Driven Learning with GAN-Based Dataset Augmentation for Cross-Domain Person Re-Identification. 63-70 - Huynh Tan, Thanh Tho Quan:
RoSENet: Rotary Squeeze and Excitation for Vietnamese Food Recognition. 71-78 - Ngo Thi Vinh, Bui Van Tan, Nguyen Phuong-Thai, Minh Le Nguyen:
Improving Multilingual Neural Machine Translation with Artificial Labels. 79-84 - Anh Pham Duy, Huong Le Thanh:
A Question-Answering System for Vietnamese Public Administrative Services. 85-92 - Huu-Tuong Ho, Minh-Tien Pham, Quang-Duong Tran, Quang-Huy Pham, Thi-Thu-Hong Phan:
Evaluating Audio Feature Extraction Methods for Identifying Bee Queen Presence. 93-100 - Nguyen Thi Khanh Tram, Doan Trung Son, Anh Võ Thái:
Weapon Detection Using Deep Learning. 101-109 - Guillaume Guérard, Soufian Ben Amor, Loup-Noé Levy, Sonia Djebali:
Clustering Mixed Data Comprising Time Series. 110-117 - Cheng Xu, M. Tahar Kechadi:
Fuzzy Deep Hybrid Network for Fake News Detection. 118-125 - Thi Minh Nguyen, Thi An Le, Thi Hau Nguyen:
A flexible framework for customer behavior prediction based on ensemble learning. 126-134 - Michael Jungo, Lars Vögtlin, Atefeh Fakhari, Nathan Wegmann, Rolf Ingold, Andreas Fischer, Anna Scius-Bertrand:
Impact of the ground truth quality for handwriting recognition. 135-140 - Jun Yao, Huanhuan Chen:
Adaptive Nonlinear Dimensionality Reduction with a Local Metric. 141-148 - Thanh-Chung Dao, Sy-Duc Nguyen, Nguyen Van Nga:
Video Sage: Video Recommendation Using Graph Convolution Neural Network. 149-156 - Thanh-Truong Pham, Tuan-Dat Trinh:
Scoring model for NFT evaluation. 157-164 - Hoang Nguyen, Nam Le, Khang Tran, Ngoc Hoang Luong:
Simulated Annealing with Dynamic Programming-based Vertex Insertion for Efficiently Solving the Traveling Thief Problem. 165-172 - Duc-Thao Do, Tien-Dung Cao, Hien Tran, Huy Quoc Le:
Optimizing GANs using Relativistic Discriminator with Margin Losses for Semi-supervised Learning. 173-180 - Tan Nghia Duong, Thi Thu Trang Pham, Truong Giang Do, Thi Kim Phuong Dinh, Tran Manh Hoang:
A Generalized Autorec Framework Applying Content-based Information for Resolving Data Sparsity Problem. 181-188 - Lam Tran Tung, Viet Nguyen Van, Phi Nguyen Hoang, Khoat Than:
Sharpness and Gradient Aware Minimization for Memory-based Continual Learning. 189-196 - Quoc-Khanh Mai, Thanh-Dat Nguyen, Minh Hoang Pham, Thai Son Tran:
Tensor Analysis Of Convolutional Neural Network For Reducing Network Parameters. 197-204 - Thai Huy Nguyen, Ngoc Hoang Luong:
Understanding the Role of Population Experiences in Proximal Distilled Evolutionary Reinforcement Learning. 205-212 - Quy Tran Van, Tram Nguyen Bao, Tu Pham Minh:
Integrated Hybrid Approaches for Stock Market Prediction with Deep Learning, Technical Analysis, and Reinforcement Learning. 213-220
Track 2: Networking and Communication Technologies
- Gia-Vuong Nguyen, Ca Van Phan, Thien Huynh-The:
Accurate Spectrum Sensing with Improved DeepLabV3+ for 5G-LTE Signals Identification. 221-227 - Hung Tran, Tung Pham Huu, Tu Lam Thanh, Giang Le Quynh Vu, Trinh Van Chien, Viet-Hung Dang, Van Nhan Vo:
Packet Timeout Probability for Cognitive Cooperative Radio Network under Security Constraint. 228-234 - Nam-Thang Hoang, Cong-Son Duong, Minh-Ngoc Vu, Huy-Hieu Nguyen, Xuan-Truong Tran, Van Tong, Hai Anh Tran:
A New Transfer Learning-Based Traffic Classification Algorithm for a Multi-Domain SDN Network. 235-242 - Hieu Nguyen Doan, Xuan-Tung Nguyen, Quang Do Vinh, Won-Joo Hwang, Sang-Hwa Chung, Jong-Deok Kim:
Graph Neural Network-based Federated Learning for Sum-rate Maximization in Small-cell Wireless Network. 243-247 - Khuong Ho-Van:
Secure Energy Scavenging NOMA Communication with Jamming. 248-253 - Ryoto Koizumi, Xiaoyan Wang, Masahiro Umehira:
Multi-radar interference experiment and performance evaluations on algorithm-based and learning-based schemes. 254-259 - Vu Hoang Long, Tran Quang Anh, Do Bao Son, Ta Huu Binh, Binh Minh Nguyen, Huynh Thi Thanh Binh:
GAPRO: An Adaptive User-centric Resource Allocation and Task Offloading Strategy for Multi-access Edge Computing. 260-267 - Nga B. T. Nguyen, Hien Q. Ta, Khuong Ho-Van:
Achieving Zero Secrecy Outage in Overlay Cognitive Radio Network. 268-273 - Mateusz Kazimierczak, Thanyathorn Thanapattheerakul, Jonathan H. Chan:
Enhancing Security in WhatsApp: A System for Detecting Malicious and Inappropriate Content. 274-281 - Minh Quang Le, Nguyen Nang Hung, Kien Nguyen, Phi Le Nguyen, Phan-Thuan Do:
Perpetual Sensor Networks with the Minimum Number of Mobile Chargers. 282-288 - Tung Pham Huu, Hung Tran, Duc-Tan Tran, Viet-Hung Dang, Van Nhan Vo, Nguyen Dinh Viet:
Security and Reliability Performance Analysis of Cognitive NOMA Network Under Outage Constraint of Multiple Primary Users. 289-295 - Minh Vu Nguyen, Ngoc-Thuy Le, Dung Hoang Duong, Yannan Li, Madhav Mukherjee:
Blockchain Oracles: Implications for Smart Contracts in Legal Reasoning and Addressing the Oracle Problem. 296-303 - Phuc Le-Thanh, Tuan Le-Anh, Quan Le-Trung:
Research and Development of a Smart Solution for Runtime Web Application Self-Protection. 304-311 - Hoang Quan Pham, Manh Cuong Pham, Chien Van Trinh, Phi Le Nguyen, Thanh Hung Nguyen:
A Q-Learning-based Energy Efficiency Optimization in LoRa Networks. 312-318 - Mai Thi Quynh Banh, Chien Van Trinh, Thi-Hanh Nguyen, Thi Thanh Binh Huynh:
Uav Path Planning for backscatter-and Cache-Aided Wireless Power System under Imperfect CSI. 319-326
Track 3: Multimedia Processing
- Nguyen Van Doan, Trong Duc Nguyen, Dat Tran Nguyen, Cam-Van Thi Nguyen, Hai-Dang Kieu, Duc-Trong Le:
GAT-FP: Addressing Imperfect Multimodal Learning using Graph Attention Networks and Feature Propagation. 327-334 - Thuc Nguyen-Quang, Minh-Triet Tran:
Few-shot Object Counting with Low-cost Counting Phase. 335-342 - Ngo-Kien Duong, Thi-Oanh Nguyen, Viet-Sang Dinh:
MCLDA: Multi-level Contrastive Learning for Domain Adaptive Semantic Segmentation. 343-350 - Lam Mai-Thanh, Khoi Tran-Minh, Thien Huynh-The:
PointGANet: A Lightweight 3D Point Cloud Learning Architecture for Semantic Segmentation. 351-356 - Vu Tuan Hai, Pham The Bao:
Entangled topologies for quanvolutional neural networks in quantum image processing. 357-362 - Ngoc Quoc Tran, Minh Hoang Pham, Tran Thai Son:
High Dimensional Data Classification Approach with Deep Learning and Tucker Decomposition. 363-370 - Quoc-Bao Ninh, Hai-Chan Nguyen, Triet Huynh, Minh-Triet Tran, Trung-Nghia Le:
Multi-Branch Network for Imagery Emotion Prediction. 371-378 - Duc-Vu Nguyen, Quoc-Nam Nguyen:
Evaluating the Symbol Binding Ability of Large Language Models for Multiple-Choice Questions in Vietnamese General Education. 379-386 - Lê Công Luan, Tran Minh Triet:
Analyze video action with a deep learning model based on space-time and context information. 387-392 - Bao Quoc Phan Nguyen, Hung Thanh Nguyen, Ngoc Quoc Ly:
A New Coarse-To-Fine 3D Face Reconstruction Method Based On 3DMM Flame and Transformer: CoFiT-3D FaRe. 393-400 - Duy-Tung Nguyen, Duc-Manh Nguyen, Dinh-Tan Pham, Khoat Than, Hong-Thai Pham, Hai Vu:
Bayesian method for bee counting with noise-labeled data. 401-408 - Nguyen D. Vo, Thu M. Nguyen, Triet H. M. Nguyen, Khang Nguyen:
Optimizing Results in Aerial Images through Post-Processing Techniques on YOLOv7. 409-414 - Stefan Pham, Cise Midoglu, Robert Seeliger, Stefan Arbanowski, Stephan Steglich:
A Novel Approach to Streaming QoE Score Calculation by Integrating Error Impacts. 415-421 - Anh-Kiet Vo, Thien Huynh-The:
LiPoSeg: A Lightweight Encoder-Decoder Network for LiDAR-based Road-Object Semantic Segmentation. 422-428 - Duc Nguyen Quang, Luong Tran Khanh, Duc Le Hong, Hoan Nguyen Huy, Phuc Trinh Anh, Sang Dinh Viet:
Improving Single Positive Multi-label Classification via Knowledge-based Label-weighted Large Loss Rejection. 429-434 - Duy-Khang Ho, Huy-Hoang Do-Huu, Minh-Phuong Le-Thi, Xuan-Nam Cao:
Improving Bird Sounds Classification with Additional Fine-tuning on Augmented Data. 435-442 - Tung Nguyen Quang, Thi-Oanh Nguyen:
Language Knowledge-Assisted in Topology Construction for Skeleton-Based Action Recognition. 443-449 - Hoang-Chau Luong, Minh-Triet Tran:
Applying Adaptive Sharpness-Aware Minimization to Improve Out-of-distribution Generalization. 450-455 - Hung Vu Quoc, Thao Tran Le Phuong, Minh Trinh Xuan, Sang Dinh Viet:
LSegDiff: A Latent Diffusion Model for Medical Image Segmentation. 456-462 - Quang-Thai Le, Quoc-Hung Tran, Thien Huynh-The:
Strategic Improvements of SqueezeSegV2 for Road-Scene Semantic Segmentation Using 3D LiDAR Point Cloud. 463-470 - Nhu-Thanh Nguyen, Khoa Thi-Kim Phan, Duc-Vu Nguyen, Ngan Luu-Thuy Nguyen:
Abusive Span Detection for Vietnamese Narrative Texts. 471-478 - Tuong-Nghiem Diep, Thien-Phuc Tran, Vinh-Phat Ho-Ngoc, Tuan-Anh Yang, Trong-Le Do:
Deep Learning Hierarchical Methods for Insect Pest Recognition on Plants. 479-484 - Nguyen Minh Chau, Toan Nguyen Ngoc, Tuyen Le Dinh, Sang Dinh Viet, Pooi-Mun Wong, Chin-Boon Chng, Chee-Kong Chui:
Boosting Facial Landmark Detection via Self-supervised and Semi-supervised Learning. 485-492 - Viet-Hang Duong, Dang Duc Manh Nguyen:
Lite FPN_SSD: A Reconfiguration SSD with Adapting Feature Pyramid Network Scheme for Small Object Detection. 493-500
Track 4: Software Engineering
- Cuong Nguyen, Huy Bui, Vu Nguyen, Tien N. Nguyen:
An Approach to Generating API Test Scripts Using GPT. 501-509 - Bui Thi Mai Anh, Nguyen Nhat Hai:
On the Value of Code Embedding and Imbalanced Learning Approaches for Software Defect Prediction. 510-516 - Ngoc Phuong Bui, Minh-Tri Hoang, Thang Nguyen, Huu-Hai-Quan Dinh, Binh Minh Nguyen:
An Enhanced Tendermint Consensus Protocol Powered by Elliptic Curve VRF for Beacon Chain Model. 517-524 - Fabian Winkler, Markus Westner:
A Systematic Literature Review of DevOps Success Factors and Adoption Models. 525-532
Special Session 1: Artificial Intelligence and Data Science for Smart Health and Medicine
- Cong Thuan Do, Anh Nam Le, Van Duc Nguyen, Trinh Van Chien:
Deep Learning-based Prediction of Alertness and Drowsiness using EEG Signals. 533-538 - Xuan Cuong Do, Hoang Dang Nguyen, Nhat Hai Nguyen, Thanh Hung Nguyen, Huy Hieu Pham, Phi Le Nguyen:
A Novel Approach for Extracting Key Information from Vietnamese Prescription Images. 539-545 - Wafae Aissaoui, Fadoua Khennou, Abderrahim Abdellaoui:
Enhancing Intensive Care Patient Prognostics with Machine Learning. 546-553 - Nhut-Thanh Le-Hinh, Hoa-Vien Vo-Hoang, Trong-Nghia Tran, Xuan-Nam Cao:
Improving Depression Classification in Social Media Text with Transformer Ensembles. 554-561 - Dai-Nghia Nguyen, Lan-Anh Le-Pham, Hai-Dang Nguyen, Minh-Triet Tran:
Combining Deep Learning And Medical Knowledge to Detect Cadiomegaly and Pleural Effusion in Chest X-rays Diagnosis. 562-569 - Minh-Van Nguyen, Duy-Thinh Nguyen, Quoc-Huy Trinh, Bac Le:
ALGNet: Attention Light Graph Memory Network for Medical Recommendation System. 570-577 - Tue Cao, Nhat Tran, Phi Le Nguyen, Hung Nguyen, Hieu H. Pham:
IncepSE: Leveraging InceptionTime's performance with Squeeze and Excitaion mechanism in ECG analysis. 578-584 - Duc-Long Vu, Hai-Chau Le:
Efficient Machine Learning-based Gene Selection Exploiting Immune-related Biomarkers and Recursive Feature Elimination for Sepsis Diagnosis. 585-591 - Bao Anh Trinh, Thi Thuy An Trinh, Ly Vu, Hang Dao, Thuy Nguyen:
Improving Loss Function for a Deep Neural Network for Lesion Segmentation. 592-598 - Chin-Boon Chng, Wenjun Lin, Yaxin Hu, Yan Hu, Jiang Liu, Chee-Kong Chui:
Automatic Step Recognition with Video and Kinematic Data for Intelligent Operating Room and Beyond. 599-606 - Minh-Quan Ho-Le, Hoang-Hung Vo-Trung, Phuc-Tan Nguyen, Trong-Thuan Nguyen, Minh-Triet Tran:
Multiclass Skin Disease Classification within Dermoscopic Images Using Deep Neural Networks. 607-614 - Anis Fradi, Chafik Samir, José Braga:
A Shrinkage Method for Learning, Registering and Clustering Shapes of Curves. 615-622 - Huu-Hung Nguyen, Cong-Tai Nguyen, Minh-Triet Tran:
Volumetric CT Segmentation with Mask Propagation Using Segment Anything. 623-630 - Trong-Hieu Nguyen Mau, Trong-Vu Hoang, Hai-Dang Nguyen, Minh-Triet Tran:
ConvTransNet: Merging Convolution with Transformer to Enhance Polyp Segmentation. 631-638 - Hieu Phan Trung, Su Nguyen Thiet, Tuan Nguyen Trung, Loc Le Tan, Triet Tran Minh, Tho Quan Thanh:
OsteoGA: An Explainable AI Framework for Knee Osteoarthritis Severity Assessment. 639-646
Special Session 2: Operations research for Sustainable Urban Development
- Aurélien Mombelli, Alain Quilliot:
Synchronising Lot Sizing and Job Scheduling. 647-654 - Nguyen Ha Huy Phuc, Anh Son Ta, Viet Hung Nguyen:
Improve the Quantum Approximate Optimization Algorithm with Genetic Algorithm. 655-662 - Ngan Ha Duong, Thuy Anh Ta:
Joint Location and Cost Optimization with Market Expansion and Customer-centric Objective. 663-670 - Do Tuan Anh, Phung Bao Ha, Nguyen Thai Ha, Do Tien Dzung, Ha Bang Ban, Pham Dang Hai:
A Monte Carlo Tree Search with Ant Colony Optimization for Inter-domain Path Computation Problem. 671-678 - Chijia Liu, Alain Quilliot, Hélène Toussaint, Dominique Feillet:
A Filtering System for the Large-Scale Dial-A-Ride Problem With Shared Autonomous Vehicles. 679-686 - José Luis Figueroa González, Alain Quilliot, Hélène Toussaint, Annegret Wagler:
Managing a Time Expanded Network through Project-and-Lift. 687-694 - Chi Thao Nguyen, Jean-Philippe Gayon, Viet Hung Nguyen, Alain Quilliot, Anh Son Ta:
Pickup and Delivery Problem with Cooperative Robots. 695-700 - Truong Do, Ngoc Hoang Luong:
Bias-free Trading Algorithms with Momentum Scores for the Vietnamese Stock Market. 701-706 - Viet-Hang Duong, Bui Duc Nhan, Manh-Quan Bui, Jia-Ching Wang:
Ensemble Learning Technique with A Novelty Multi‑Source Information for Stock Price Movements. 707-714 - Bui Quoc Trung, Thi-Mai-Anh Bui, Nguyen Viet Chinh, Pham Quang Dung, Nguyen Manh Cuong:
Metaheuristic for a soft-rectangle packing problem with guillotine constraints. 715-722 - Vu Huynh, The Viet Le, Ngoc Hoang Luong:
Self-Adaptive Ant System with Hierarchical Clustering for the Thief Orienteering Problem. 723-730
Special Session 3: Recent Advances in Cyber Security
- Huu Phong Pham, Viet Hung Nguyen, Ngoc Anh Tran, Minh Hieu Nguyen:
Log Analysis For Network Attack Detection Using Deep Learning Models. 731-738 - Bang Lê Hong, Thang Lê Duc, Trung Doàn Minh, Dung Tran Tuan, Duy Phan The, Hau Pham Van:
Contextual Language Model and Transfer Learning for Reentrancy Vulnerability Detection in Smart Contracts. 739-745 - Minh-Quan Le, Hai-Duong Le, Anh Vu Dinh-Duc, Thanh-Tung Tran:
IU-TransCert: A Blockchain-Based System for Academic Credentials with Auditability. 746-753 - Huyen Ha, Duc Tran, Dukyun Kim:
Black-Box Adversarial Attacks Against Language Model Detector. 754-760 - Hien Do Hoang, Ha Nguyen Thi Hai, Hien Do Thi Thu, The Duy Phan, Van-Hau Pham:
WebGuardRL: An Innovative Reinforcement Learning-based Approach for Advanced Web Attack Detection. 761-768 - Tung Bui, Tran Duc, Nguyen Linh Giang, Nguyen Hien, Nguyen Thanh, Nguyen Khanh:
A Machine Learning-Based Framework for Detecting Malicious HTTPS Traffic. 769-776 - Thi-Thu-Huong Le, Naufal Suryanto, Howon Kim, Janghyun Ji, Shinwook Heo:
Enhancing Intrusion Detection and Explanations for Imbalanced Vehicle CAN Network Data. 777-784 - Thinh Nguyen Hung, Hai Nguyen Phuc, Khoa Tran Dinh, Nhan Le Tran Thanh, Nghia To Trong, Khoa Ngo-Khanh, Duy Phan The, Van-Hau Pham:
Binary Representation Embedding and Deep Learning For Binary Code Similarity Detection in Software Security Domain. 785-792 - Minh Vo Quang, Dang Bui Tan Hai, Ngan Tran Kim Ngoc, Son Ngo Duc Hoang, Quyen Nguyen Huu, Duy Phan The, Van-Hau Pham:
Shark-Eyes: A multimodal fusion framework for multi-view-based phishing website detection. 793-800 - Thanh-Hai Nguyen, Olivier Héron, Olivier Riou:
Towards Privacy-first Manufacturing Data Exchange Platform. 801-807 - Duy Trung Pham, Cong Thanh Nguyen, Phi Ho Truong, Nhat Hai Nguyen:
Automated generation of adaptive perturbed images based on GAN for motivated adversaries on deep learning models: Automated generation of adaptive perturbed images based on GAN. 808-815 - Thanh Binh Nguyen, Duc Dang Khoi Nguyen, Binh Nguyen Le Nguyen, Tan Le:
A Machine Learning-Based Anomaly Packets Detection for Smart Home. 816-823
Special Session 4: Human Computer Interaction and Intelligent Interactive Systems
- Dang Thi Phuc, Chinh Nguyen Truong, Dau Sy Hieu:
RAC-SAC: An improved Actor-Critic algorithm for Continuous Multi-task manipulation on Robot Arm Control. 824-830 - Tuan Do Trong, Tran Bao Duy, Vu Dinh Khai, Hoang-Anh Pham:
Applying Deep Learning for UAV Obstacle Avoidance: A Case Study in High-Rise Fire Victim Search. 831-837