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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
Learning Algorithm for LesserDNN, a DNN with Quantized Weights. 1-7 - Simon Thelen
A Slim Digital Twin for a Smart City and Its Residents. 8-15 - Yukun Dong
Locally Differentially Private and Fair Key-Value Aggregation. 16-23 - Loi Le Vu
Stratified Ranking for Dense Passage Retrieval. 24-31 - Nang Hung Van Nguyen
Leveraging FFT and Hybrid EfficientNet for Enhanced Action Recognition in Video Sequences. 32-39 - Son Thai
Enhancing Face Anti-Spoofing with Swin Transformer-driven Multi-stage Pipeline. 40-47 - Doan Thai Binh Phan
Domain Adaptation in Nested Named Entity Recognition From Scientific Articles in Agriculture. 48-55 - Tan D. Tran
Maximizing a $k$-Submodular Maximization Function under an Individual Knapsack Constraint. 56-62 - Dang H. Pham
IQAGA: Image Quality Assessment-Driven Learning with GAN-Based Dataset Augmentation for Cross-Domain Person Re-Identification. 63-70 - Huynh Tan
RoSENet: Rotary Squeeze and Excitation for Vietnamese Food Recognition. 71-78 - Ngo Thi Vinh
Improving Multilingual Neural Machine Translation with Artificial Labels. 79-84 - Anh Pham Duy
A Question-Answering System for Vietnamese Public Administrative Services. 85-92 - Huu-Tuong Ho
Evaluating Audio Feature Extraction Methods for Identifying Bee Queen Presence. 93-100 - Nguyen Thi Khanh Tram
Weapon Detection Using Deep Learning. 101-109 - Guillaume Guérard
Clustering Mixed Data Comprising Time Series. 110-117 - Cheng Xu
Fuzzy Deep Hybrid Network for Fake News Detection. 118-125 - Thi Minh Nguyen
A flexible framework for customer behavior prediction based on ensemble learning. 126-134 - Michael Jungo
Impact of the ground truth quality for handwriting recognition. 135-140 - Jun Yao
Adaptive Nonlinear Dimensionality Reduction with a Local Metric. 141-148 - Thanh-Chung Dao
Video Sage: Video Recommendation Using Graph Convolution Neural Network. 149-156 - Thanh-Truong Pham
Scoring model for NFT evaluation. 157-164 - Hoang Nguyen
Simulated Annealing with Dynamic Programming-based Vertex Insertion for Efficiently Solving the Traveling Thief Problem. 165-172 - Duc-Thao Do
Optimizing GANs using Relativistic Discriminator with Margin Losses for Semi-supervised Learning. 173-180 - Tan Nghia Duong
A Generalized Autorec Framework Applying Content-based Information for Resolving Data Sparsity Problem. 181-188 - Lam Tran Tung
Sharpness and Gradient Aware Minimization for Memory-based Continual Learning. 189-196 - Quoc-Khanh Mai
Tensor Analysis Of Convolutional Neural Network For Reducing Network Parameters. 197-204 - Thai Huy Nguyen
Understanding the Role of Population Experiences in Proximal Distilled Evolutionary Reinforcement Learning. 205-212 - Quy Tran Van
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
Accurate Spectrum Sensing with Improved DeepLabV3+ for 5G-LTE Signals Identification. 221-227 - Hung Tran
Packet Timeout Probability for Cognitive Cooperative Radio Network under Security Constraint. 228-234 - Nam-Thang Hoang
A New Transfer Learning-Based Traffic Classification Algorithm for a Multi-Domain SDN Network. 235-242 - Hieu Nguyen Doan
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
Multi-radar interference experiment and performance evaluations on algorithm-based and learning-based schemes. 254-259 - Vu Hoang Long
GAPRO: An Adaptive User-centric Resource Allocation and Task Offloading Strategy for Multi-access Edge Computing. 260-267 - Nga B. T. Nguyen
Achieving Zero Secrecy Outage in Overlay Cognitive Radio Network. 268-273 - Mateusz Kazimierczak
Enhancing Security in WhatsApp: A System for Detecting Malicious and Inappropriate Content. 274-281 - Minh Quang Le
Perpetual Sensor Networks with the Minimum Number of Mobile Chargers. 282-288 - Tung Pham Huu
Security and Reliability Performance Analysis of Cognitive NOMA Network Under Outage Constraint of Multiple Primary Users. 289-295 - Minh Vu Nguyen
Blockchain Oracles: Implications for Smart Contracts in Legal Reasoning and Addressing the Oracle Problem. 296-303 - Phuc Le-Thanh
Research and Development of a Smart Solution for Runtime Web Application Self-Protection. 304-311 - Hoang Quan Pham
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
GAT-FP: Addressing Imperfect Multimodal Learning using Graph Attention Networks and Feature Propagation. 327-334 - Thuc Nguyen-Quang
Few-shot Object Counting with Low-cost Counting Phase. 335-342 - Ngo-Kien Duong
MCLDA: Multi-level Contrastive Learning for Domain Adaptive Semantic Segmentation. 343-350 - Lam Mai-Thanh
PointGANet: A Lightweight 3D Point Cloud Learning Architecture for Semantic Segmentation. 351-356 - Vu Tuan Hai
Entangled topologies for quanvolutional neural networks in quantum image processing. 357-362 - Ngoc Quoc Tran
High Dimensional Data Classification Approach with Deep Learning and Tucker Decomposition. 363-370 - Quoc-Bao Ninh
Multi-Branch Network for Imagery Emotion Prediction. 371-378 - Duc-Vu Nguyen
Evaluating the Symbol Binding Ability of Large Language Models for Multiple-Choice Questions in Vietnamese General Education. 379-386 - Lê Công Luan
Analyze video action with a deep learning model based on space-time and context information. 387-392 - Bao Quoc Phan Nguyen
A New Coarse-To-Fine 3D Face Reconstruction Method Based On 3DMM Flame and Transformer: CoFiT-3D FaRe. 393-400 - Duy-Tung Nguyen
Bayesian method for bee counting with noise-labeled data. 401-408 - Nguyen D. Vo
Optimizing Results in Aerial Images through Post-Processing Techniques on YOLOv7. 409-414 - Stefan Pham
A Novel Approach to Streaming QoE Score Calculation by Integrating Error Impacts. 415-421 - Anh-Kiet Vo
LiPoSeg: A Lightweight Encoder-Decoder Network for LiDAR-based Road-Object Semantic Segmentation. 422-428 - Duc Nguyen Quang, Luong Tran Khanh
Improving Single Positive Multi-label Classification via Knowledge-based Label-weighted Large Loss Rejection. 429-434 - Duy-Khang Ho
Improving Bird Sounds Classification with Additional Fine-tuning on Augmented Data. 435-442 - Tung Nguyen Quang
Language Knowledge-Assisted in Topology Construction for Skeleton-Based Action Recognition. 443-449 - Hoang-Chau Luong
Applying Adaptive Sharpness-Aware Minimization to Improve Out-of-distribution Generalization. 450-455 - Hung Vu Quoc
LSegDiff: A Latent Diffusion Model for Medical Image Segmentation. 456-462 - Quang-Thai Le
Strategic Improvements of SqueezeSegV2 for Road-Scene Semantic Segmentation Using 3D LiDAR Point Cloud. 463-470 - Nhu-Thanh Nguyen
Abusive Span Detection for Vietnamese Narrative Texts. 471-478 - Tuong-Nghiem Diep
Deep Learning Hierarchical Methods for Insect Pest Recognition on Plants. 479-484 - Nguyen Minh Chau
Boosting Facial Landmark Detection via Self-supervised and Semi-supervised Learning. 485-492 - Viet-Hang Duong
Lite FPN_SSD: A Reconfiguration SSD with Adapting Feature Pyramid Network Scheme for Small Object Detection. 493-500
Track 4: Software Engineering
- Cuong Nguyen
An Approach to Generating API Test Scripts Using GPT. 501-509 - Bui Thi Mai Anh
On the Value of Code Embedding and Imbalanced Learning Approaches for Software Defect Prediction. 510-516 - Ngoc Phuong Bui
An Enhanced Tendermint Consensus Protocol Powered by Elliptic Curve VRF for Beacon Chain Model. 517-524 - Fabian Winkler
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
Deep Learning-based Prediction of Alertness and Drowsiness using EEG Signals. 533-538 - Xuan Cuong Do
A Novel Approach for Extracting Key Information from Vietnamese Prescription Images. 539-545 - Wafae Aissaoui
Enhancing Intensive Care Patient Prognostics with Machine Learning. 546-553 - Nhut-Thanh Le-Hinh
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
ALGNet: Attention Light Graph Memory Network for Medical Recommendation System. 570-577 - Tue Cao
IncepSE: Leveraging InceptionTime's performance with Squeeze and Excitaion mechanism in ECG analysis. 578-584 - Duc-Long Vu
Efficient Machine Learning-based Gene Selection Exploiting Immune-related Biomarkers and Recursive Feature Elimination for Sepsis Diagnosis. 585-591 - Bao Anh Trinh
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
Multiclass Skin Disease Classification within Dermoscopic Images Using Deep Neural Networks. 607-614 - Anis Fradi
A Shrinkage Method for Learning, Registering and Clustering Shapes of Curves. 615-622 - Huu-Hung Nguyen
Volumetric CT Segmentation with Mask Propagation Using Segment Anything. 623-630 - Trong-Hieu Nguyen Mau
ConvTransNet: Merging Convolution with Transformer to Enhance Polyp Segmentation. 631-638 - Hieu Phan Trung
OsteoGA: An Explainable AI Framework for Knee Osteoarthritis Severity Assessment. 639-646
Special Session 2: Operations research for Sustainable Urban Development
- Aurélien Mombelli
Synchronising Lot Sizing and Job Scheduling. 647-654 - Nguyen Ha Huy Phuc
Improve the Quantum Approximate Optimization Algorithm with Genetic Algorithm. 655-662 - Ngan Ha Duong
Joint Location and Cost Optimization with Market Expansion and Customer-centric Objective. 663-670 - Do Tuan Anh
A Monte Carlo Tree Search with Ant Colony Optimization for Inter-domain Path Computation Problem. 671-678 - Chijia Liu
A Filtering System for the Large-Scale Dial-A-Ride Problem With Shared Autonomous Vehicles. 679-686 - José Luis Figueroa González
Managing a Time Expanded Network through Project-and-Lift. 687-694 - Chi Thao Nguyen
Pickup and Delivery Problem with Cooperative Robots. 695-700 - Truong Do
Bias-free Trading Algorithms with Momentum Scores for the Vietnamese Stock Market. 701-706 - Viet-Hang Duong
Ensemble Learning Technique with A Novelty Multi‑Source Information for Stock Price Movements. 707-714 - Bui Quoc Trung
Metaheuristic for a soft-rectangle packing problem with guillotine constraints. 715-722 - Vu Huynh
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
Log Analysis For Network Attack Detection Using Deep Learning Models. 731-738 - Bang Lê Hong
Contextual Language Model and Transfer Learning for Reentrancy Vulnerability Detection in Smart Contracts. 739-745 - Minh-Quan Le
IU-TransCert: A Blockchain-Based System for Academic Credentials with Auditability. 746-753 - Huyen Ha
Black-Box Adversarial Attacks Against Language Model Detector. 754-760 - Hien Do Hoang
WebGuardRL: An Innovative Reinforcement Learning-based Approach for Advanced Web Attack Detection. 761-768 - Tung Bui
A Machine Learning-Based Framework for Detecting Malicious HTTPS Traffic. 769-776 - Thi-Thu-Huong Le
Enhancing Intrusion Detection and Explanations for Imbalanced Vehicle CAN Network Data. 777-784 - Thinh Nguyen Hung
Binary Representation Embedding and Deep Learning For Binary Code Similarity Detection in Software Security Domain. 785-792 - Minh Vo Quang
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
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
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
RAC-SAC: An improved Actor-Critic algorithm for Continuous Multi-task manipulation on Robot Arm Control. 824-830 - Tuan Do Trong
Applying Deep Learning for UAV Obstacle Avoidance: A Case Study in High-Rise Fire Victim Search. 831-837 - Cao Vu Bui
An Ensemble Approach to Graph Layout for Movie Poster Similarity Visualization. 838-843 - Yihong Han
A Helpful Reviews Composition Assistance System for Online Shopping Users. 844-849 - Cong-Tai Nguyen
A Comprehensive Web Annotation Application for Organ Image Segmentation and Predictive Inference. 850-855 - Duc Duy Le
An eye tracking - based system for capturing visual strategies in reading of children with dyslexia. 856-862 - Viet-Tham Huynh
Sketch2Reality: Immersive 3D Indoor Scene Synthesis via Sketches. 863-869 - Nhat Truong Pham
SER-Fuse: An Emotion Recognition Application Utilizing Multi-Modal, Multi-Lingual, and Multi-Feature Fusion. 870-877 - Tran Thi Cam Giang
GPU-Based Parallel Path Planning for Mobile Robot Navigation in Dynamic Environments. 878-885 - Gia-Huy Vuong
Resnet Video 3D for Gait Retrieval: A Deep Learning Approach to Human Identification. 886-892 - Gia-Huy Vuong
NewsInsight: A Comprehensive Video Event Retrieval System with Spatial Insights and Query Assistance. 893-900 - Son Ngo Duc Hoang
BlazeSearch: A multimomal semantic search engine for retrieving in-video information for AI Challenge HCMC 2023. 901-907 - Thai Ngoc Toan Truong
Global Knowledge-Aware and Local Attention-Aware Framework for News Recommendation. 908-915 - Phong Phan Nguyen Huu
DoppelSearch: A Novel Approach to Content-Based Video Retrieval for AI Challenge HCMC 2023. 916-922 - Khai Trinh Xuan
Multi-User Video Search: Bridging the Gap Between Text and Embedding Queries. 923-930 - Minh-Nam Tran
AGAIN: A Multimodal Human-Centric Event Retrieval System using dual image-to-text representations. 931-937 - Huy-Giap Bui
Zero-shot Video Retrieval using CLIP with Temporally Ordered Multi-query Scoring. 938-944 - Tan Luân Huynh
Efficient Video Retrieval with Advanced Deep Learning Models. 945-952 - Mai-Khiem Tran
Anomaly Event Retrieval System from TV News and Surveillance Cameras. 953-959 - Quang-Tan Nguyen
Vi-ATISO: An Effective Video Search Engine at AI Challenge HCMC 2023. 960-965 - Junjie Shan
Dialogue Attributes' Zero-Shot Classification Based Anime Scene's Matching for Japanese Listening Test. 966-971 - Minh-Dung Le-Quynh
Enhancing Video Retrieval with Robust CLIP-Based Multimodal System. 972-979 - Dang Pham-Hai
WiFi-based Positioning System with k-means Clustering and Outlier Removal: Evidence from Multiple Datasets. 980-988 - Kiet Pham Gia
An Interactive System for Multimedia Retrieval in Video Collection with Temporal Integration. 989-996 - Sieu Tran, Duc Minh Nguyen, Triet Huynh Minh Nguyen, Danh Phuc Ngo, Thu Minh Nguyen, Hao Vo, Khiem Le
Diverse Search Methods and Multi-Modal Fusion for High-Performance Video Retrieval. 997-1002 - Bao Tran Gia
Integrating Multiple Models For Effective Video Retrieval and Multi-stage Search. 1003-1010 - Trong-Le Do
News Event Retrieval from Large Video Collection in Ho Chi Minh City AI Challenge 2023. 1011-1017
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