SOICT 2023: 12TH INTERNATIONAL SYMPOSIUM ON INFORMATION AND COMMUNICATION TECHNOLOGY
PROGRAM

Days: Thursday, December 7th Friday, December 8th

Thursday, December 7th

View this program: with abstractssession overviewtalk overview

08:40-10:00 Session 1: Keynote Speaker
Location: Conference Hall
08:40
Designing Mobile Interaction for Wellbeing (abstract)
09:20
Immersive Mobile Media: From Extended Reality to the Metaverse (abstract)
10:10-10:40 Session 2: AI Foundation and Big Data (Poster Session)
Leveraging FFT and Hybrid EfficientNet for Enhanced Action Recognition in Video Sequences (abstract)
Maximizing a $k$-Submodular Maximization Function under an Individual Knapsack Constraint (abstract)
IQAGA: Image Quality Assessment-Driven Learning with GAN-Based Dataset Augmentation for Cross-Domain Person Re-Identification (abstract)
Improving Multilingual Neural Machine Translation with Artificial Labels (abstract)
Weapon Detection Using Deep Learning (abstract)
Clustering Mixed Data Comprising Time Series (abstract)
A flexible framework for customer behavior prediction based on ensemble learning (abstract)
Impact of the ground truth quality for handwriting recognition (abstract)
Adaptive Nonlinear Dimensionality Reduction with a Local Metric (abstract)
Video Sage: Video Recommendation Using Graph Convolution Neural Network (abstract)
Optimizing GANs using Relativistic Discriminator with Margin Losses for Semi-supervised Learning (abstract)
Understanding the Role of Population Experiences in Proximal Distilled Evolutionary Reinforcement Learning (abstract)
Integrated Hybrid Approaches for Stock Market Prediction with Deep Learning, Technical Analysis, and Reinforcement Learning (abstract)
Fuzzy Deep Hybrid Network for Fake News Detection (abstract)
10:40-12:00 Session 3A: AI Foundation and Big Data
Location: Conference Hall
10:40
Learning Algorithm for LesserDNN, a DNN with Quantized Weights (abstract)
11:00
A Slim Digital Twin for a Smart City and Its Residents (abstract)
PRESENTER: Matthias Melzer
11:20
Locally Differentially Private and Fair Key-Value Aggregation (abstract)
11:40
Simulated Annealing with Dynamic Programming-based Vertex Insertion for Efficiently Solving the Traveling Thief Problem (abstract)
10:40-12:00 Session 3B: Networking and Communication Technologies
Location: Tulip
10:40
Multi-radar interference experiment and performance evaluations on algorithm-based and learning-based schemes (abstract)
11:00
A New Transfer Learning-Based Traffic Classification Algorithm for a Multi-Domain SDN Network (abstract)
11:20
Achieving Zero Secrecy Outage in Overlay Cognitive Radio Network (abstract)
11:40
Accurate Spectrum Sensing with Improved DeepLabV3+ for 5G-LTE Signals Identification (abstract)
10:40-12:00 Session 3C: Operations research for Sustainable Urban Development
Location: Camellia
10:40
Managing a Time Expanded Networks through Project-and-Lift (abstract)
11:00
Ensemble Learning Technique with A Novelty Multi‑Source Information for Stock Price Movements (abstract)
11:20
A Filtering System for the Large-Scale Dial-A-Ride Problem With Shared Autonomous Vehicles (abstract)
11:40
Joint Location and Cost Optimization with Market Expansion and Customer-centric Objective (abstract)
10:40-12:00 Session 3D: Recent Advances in Cyber Security
Location: Daisy
10:40
Enhancing Intrusion Detection and Explanations for Imbalanced Vehicle CAN Network Data (abstract)
11:00
Binary Representation Embedding and Deep Learning For Binary Code Similarity Detection in Software Security Domain (abstract)
11:20
Automated generation of adaptive perturbed images based on GAN for motivated adversaries on deep learning models (abstract)
11:40
Strategic Improvements of SqueezeSegV2 for Road-Scene Semantic Segmentation Using 3D LiDAR Point Cloud (abstract)
13:30-14:10 Session 4: Kenote Speaker
Chair:
Location: Conference Hall
13:30
Optimization for sustainable supply chains (abstract)
14:10-15:10 Session 5A: AI Foundation and Big Data
Location: Conference Hall
14:10
Stratified Ranking for Dense Passage Retrieval (abstract)
14:30
Enhancing Face Anti-Spoofing with Swin Transformer-driven Multi-stage Pipeline (abstract)
14:50
Domain Adaptation in Nested Named Entity Recognition From Scientific Articles in Agriculture (abstract)
14:10-15:10 Session 5B: Networking and Communication Technologies
Location: Tulip
14:10
Perpetual Sensor Networks with the Minimum Number of Mobile Chargers (abstract)
14:30
Secure Energy Scavenging NOMA Communication with Jamming (abstract)
14:50
GPU-Based Parallel Path Planning for Mobile Robot Navigation in Dynamic Environments (abstract)
14:10-15:10 Session 5C: Operations research for Sustainable Urban Development
Location: Camellia
14:10
Synchronising Lot Sizing and Job Scheduling (abstract)
14:30
A Monte Carlo Tree Search with Ant Colony Optimization for Inter-domain Path Computation Problem (abstract)
14:50
Improve the Quantum Approximate Optimization Algorithm with Genetic Algorithm (abstract)
14:10-15:10 Session 5D: Lifelog Event Retrieval
Location: Daisy
14:10
News Event Retrieval from Large Video Collection in Ho Chi Minh City AI Challenge 2023 (abstract)
PRESENTER: Minh-Triet Tran
14:30
Integrating Multiple Models For Effective Video Retrieval and Multi-stage Search (abstract)
14:50
Zero-shot Video Retrieval using CLIP with Temporally Ordered Multi-query Scoring (abstract)
PRESENTER: Huy-Giap Bui
15:10-15:40 Session 6: Lifelog Event Retrieval & Networking and Communication Technologies (Poster Session)
BlazeSearch: A multimodal semantic search engine for retrieving in-video information for AI Challenge HCMC 2023 (abstract)
Global Knowledge-Aware and Local Attention-Aware Framework for News Recommendation (abstract)
DoppelSearch: A Novel Approach to Content-Based Video Retrieval for AI Challenge HCMC 2023 (abstract)
Multi-User Video Search: Bridging the Gap Between Text and Embedding Queries (abstract)
Efficient Video Retrieval with Advanced Deep Learning Models (abstract)
Vi-ATISO: An Effective Video Search Engine at AI Challenge HCMC 2023 (abstract)
Dialogue Attributes' Zero-Shot Classification Based Anime Scene's Matching for Japanese Listening Test (abstract)
Enhancing Video Retrieval with Robust CLIP-Based Multimodal System (abstract)
WiFi-based Positioning System with k-means Clustering and Outlier Removal: Evidence from Multiple Datasets (abstract)
An Interactive System for Multimedia Retrieval in Video Collection with Temporal Integration (abstract)
Packet Timeout Probability for Cognitive Cooperative Radio Network under Security Constraint (abstract)
Graph Neural Network-based Federated Learning for Sum-rate Maximization in Small-cell Wireless Network (abstract)
GAPRO: An Adaptive User-centric Resource Allocation and Task Offloading Strategy for Multi-access Edge Computing (abstract)
Enhancing Security in WhatsApp: A System for Detecting Malicious and Inappropriate Content (abstract)
Blockchain Oracles: Implications for Smart Contracts in Legal Reasoning and Addressing the Oracle Problem (abstract)
A Q-learning-based Energy Efficiency Optimization in LoRa Networks (abstract)
15:40-17:00 Session 7A: AI Foundation and Big Data
Location: Conference Hall
15:40
RoSENet: Rotary Squeeze and Excitation for Vietnamese Food Recognition (abstract)
16:00
A Question-Answering System for Vietnamese Public Administrative Services (abstract)
16:20
Evaluating Audio Feature Extraction Methods for Identifying Bee Queen Presence (abstract)
16:40
Scoring model for NFT evaluation (abstract)
15:40-17:00 Session 7B: Networking and Communication Technologies
Location: Tulip
15:40
UAV Path Planning for Backscatter and Cache-aided Wireless Power System Under Imperfect CSI (abstract)
16:00
Research and Development of a Smart Solution for Runtime Web Application Self-Protection (abstract)
16:20
Security and Reliability Performance Analysis of Cognitive NOMA Network Under Outage Constraint of Multiple Primary Users (abstract)
15:40-17:00 Session 7C: Operations research for Sustainable Urban Development
Location: Camellia
15:40
Pickup and Delivery Problem with Cooperative Robots (abstract)
16:00
Bias-free Trading Algorithms with Momentum Scores for the Vietnamese Stock Market (abstract)
16:20
Metaheuristic for a soft-rectangle packing problem with guillotine constraints (abstract)
16:40
Self-Adaptive Ant System with Hierarchical Clustering for the Thief Orienteering Problem (abstract)
15:40-17:00 Session 7D: Lifelog Event Retrieval
Location: Daisy
15:40
AGAIN: A Multimodal Human-Centric Event Retrieval System using dual image-to-text representations (abstract)
16:00
NewsInsight: A Comprehensive Video Event Retrieval System with Spatial Insights and Query Assistance (abstract)
16:20
Diverse Search Methods and Multi-Modal Fusion for High-Performance Video Retrieval (abstract)
16:40
Anomaly Event Retrieval System from TV News and Surveillance Cameras (abstract)
Friday, December 8th

View this program: with abstractssession overviewtalk overview

08:30-09:50 Session 8: Keynote Speaker
Location: Conference Hall
08:30
Achieving Cloud Resiliency with Expert-Augmented AI (abstract)
09:10
Heads-Up Computing: Towards The Next Generation Interactive Computing Interaction (abstract)
09:50-10:20 Session 9: Multimedia Processing & Artificial Intelligence and Data Science for Smart Health and Medicine (Poster Session)
Deep Learning-based Prediction of Alertness and Drowsiness using EEG Signals (abstract)
Enhancing Intensive Care Patient Prognostics with Machine Learning (abstract)
Improving Depression Classification in Social Media Text with Transformer Ensembles (abstract)
IncepSE: Leveraging InceptionTime's performance with Squeeze and Excitaion mechanism in ECG analysis (abstract)
Efficient Machine Learning-based Gene Selection Exploiting Immune-related Biomarkers and Recursive Feature Elimination for Sepsis Diagnosis (abstract)
OsteoGA: An Explainable AI Framework for Knee Osteoarthritis Severity Assessment (abstract)
Optimizing Results in Aerial Images through Post-Processing Techniques on YOLOv7 (abstract)
Entangled topologies for quanvolutional neural networks in quantum image processing (abstract)
PRESENTER: Vu Tuan Hai
Evaluating the Symbol Binding Ability of Large Language Models for Multiple-Choice Questions in Vietnamese General Education (abstract)
Analyze video action with a deep learning model based on space-time and context information (abstract)
A New Coarse-To-Fine 3D Face Reconstruction Method Based On 3DMM Flame and Transformer: CoFiT-3D FaRe (abstract)
Bayesian method for bee counting with noise-labeled data (abstract)
A Novel Approach to Streaming QoE Score Calculation by Integrating Error Impacts (abstract)
LiPoSeg: A Lightweight Encoder-Decoder Network for LiDAR-based Road-Object Semantic Segmentation (abstract)
Language Knowledge-Assisted in Topology Construction for Skeleton-Based Action Recognition (abstract)
Lite FPN_SSD: A Reconfiguration SSD with Adapting Feature Pyramid Network Scheme for Small Object Detection (abstract)
10:20-12:00 Session 10A: AI Foundation and Big Data
Chair:
Location: Conference Hall
10:20
A Generalized Autorec Framework Applying Content-based Information for Resolving Data Sparsity Problem (abstract)
10:40
Sharpness and Gradient Aware Minimization for Memory-based Continual Learning (abstract)
11:00
Tensor Analysis Of Convolutional Neural Network For Reducing Network Parameters (abstract)
11:20
GAT-FP: Addressing Imperfect Multimodal Learning using Graph Attention Networks and Feature Propagation (abstract)
11:40
High Dimensional Data Classification Approach with Deep Learning and Tucker Decomposition (abstract)
10:20-12:00 Session 10B: Artificial Intelligence and Data Science for Smart Health and Medicine
Location: Tulip
10:20
Automatic Surgical Step Recognition Using Video and Kinematic Data for Intelligent Operating Room (abstract)
10:40
A Novel Approach for Extracting Key Information from Vietnamese Prescription Images (abstract)
11:00
Combining Deep Learning And Medical Knowledge to Detect Cadiomegaly and Pleural Effusion in Chest X-rays Diagnosis (abstract)
11:20
Multiclass Skin Disease Classification within Dermoscopic Images Using Deep Neural Networks (abstract)
11:40
ConvTransNet: Merging Convolution with Transformer to Enhance Polyp Segmentation (abstract)
10:20-12:00 Session 10C: Multimedia Processing
10:20
MCLDA: Multi-level Contrastive Learning for Domain Adaptive Semantic Segmentation (abstract)
10:40
PointGANet: A Lightweight 3D Point Cloud Learning Architecture for Semantic Segmentation (abstract)
11:00
A Shrinkage Method for Learning, Registering and Clustering Shapes of Curves (abstract)
11:20
Abusive Span Detection for Vietnamese Narrative Texts (abstract)
11:40
Improving Single Positive Multi-label Classification via Knowledge-based Label-weighted Large Loss Rejection (abstract)
13:30-14:10 Session 11: Keynote Speaker
Location: Conference Hall
13:30
Some Interesting Issues in Data Mining (abstract)
14:10-15:10 Session 12A: Software Engineering, Human Computer Interaction & Intelligent Systems
Location: Conference Hall
14:10
Sketch2Reality: Immersive 3D Indoor Scene Synthesis via Sketches (abstract)
14:30
A Helpful Reviews Composition Assistance System for Online Shopping Users (abstract)
14:50
SER-Fuse: An Emotion Recognition Application Utilizing Multi-Modal, Multi-Lingual, and Multi-Feature Fusion (abstract)
14:10-15:10 Session 12B: Artificial Intelligence and Data Science for Smart Health and Medicine
Location: Tulip
14:10
ALGNet: Attention Light Graph Memory Network for Medical Recommendation System (abstract)
14:30
Improving Loss Function for a Deep Neural Network for Lesion Segmentation (abstract)
14:50
Volumetric CT Segmentation with Mask Propagation Using Segment Anything (abstract)
14:10-15:10 Session 12C: Multimedia Processing
14:10
LSegDiff: A Latent Diffusion Model for Medical Image Segmentation (abstract)
14:30
Boosting Facial Landmark Detection via Self-supervised and Semi-supervised Learning (abstract)
14:50
Few-shot Object Counting with Low-cost Counting Phase (abstract)
15:10-15:40 Session 13: Software Engineering & Recent Advances in Cyber Security & Human Computer Interaction and Intelligent Interactive Systems (Poster Session)
RAC-SAC: An improved Actor-Critic algorithm for Continuous Multi-task manipulation on Robot Arm Control (abstract)
Applying Deep Learning for UAV Obstacle Avoidance: A Case Study in High-Rise Fire Victim Search (abstract)
An Ensemble Approach to Graph Layout for Movie Poster Similarity Visualization (abstract)
A Comprehensive Web Annotation Application for Organ Image Segmentation and Predictive Inference (abstract)
An eye tracking - based system for capturing visual strategies in reading of children with dyslexia (abstract)
PRESENTER: Duc Duy Le
Resnet Video 3D for Gait Retrieval: A Deep Learning Approach to Human Identification (abstract)
LOG ANALYSIS FOR NETWORK ATTACK DETECTION USING DEEP LEARNING MODELS (abstract)
Contextual Language Model and Transfer Learning for Reentrancy Vulnerability Detection in Smart Contracts (abstract)
IU-TransCert: A Blockchain-Based System for Academic Credentials with Auditability (abstract)
Shark-Eyes: A multimodal fusion framework for multi-view-based phishing website detection (abstract)
Towards Privacy-aware Manufacturing Data Exchange Platform (abstract)
A Machine Learning-Based Anomaly Packets Detection for Smart Home (abstract)
On the Value of Code Embedding and Imbalanced Learning Approaches for Software Defect Prediction (abstract)
A Systematic Literature Review of DevOps Success Factors and Adoption Models (abstract)
15:40-16:40 Session 14A: Software Engineering, Human Computer Interaction & Intelligent Systems
Location: Conference Hall
15:40
Multi-Branch Network for Imagery Emotion Prediction (abstract)
16:00
An Enhanced Tendermint Consensus Protocol Powered by Elliptic Curve VRF for Beacon Chain Mode (abstract)
16:20
An Approach to Generating API Test Scripts Using GPT (abstract)
15:40-16:40 Session 14B: Recent Advances in Cyber Security
Location: Tulip
15:40
Black-Box Adversarial Attacks Against Language Model Detector (abstract)
16:00
WebGuardRL: An Innovative Reinforcement Learning-based Approach for Advanced Web Attack Detection (abstract)
16:20
A Machine Learning-Based Framework for Detecting Malicious HTTPS Traffic (abstract)
15:40-16:40 Session 14C: Multimedia Processing
15:40
Applying Adaptive Sharpness-Aware Minimization to Improve Out-of-distribution Generalization (abstract)
16:00
Deep Learning Hierarchical Methods for Insect Pest Recognition on Plants (abstract)
16:20
Improving Bird Sounds Classification with Additional Fine-tuning on Augmented Data (abstract)