SoICT

Publications

2023

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. SoICT (2023)
Bui Thi Mai Anh, Nguyen Nhat Hai
On the Value of Code Embedding and Imbalanced Learning Approaches for Software Defect Prediction. SoICT (2023)
Thuc Nguyen-Quang, Minh-Triet Tran
Few-shot Object Counting with Low-cost Counting Phase. SoICT (2023)
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. SoICT (2023)
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. SoICT (2023)
Gia-Huy Vuong, Minh-Triet Tran
Resnet Video 3D for Gait Retrieval: A Deep Learning Approach to Human Identification. SoICT (2023)
Masashi Takemoto, Yasutake Masuda, Jingyong Cai, Hironori Nakajo
Learning Algorithm for LesserDNN, a DNN with Quantized Weights. SoICT (2023)
Dang Pham-Hai, Ninh Duong-Bao, Jing He, Luong Nguyen Thi, Seon-Woo Lee, Khanh Nguyen-Huu
WiFi-based Positioning System with k-means Clustering and Outlier Removal: Evidence from Multiple Datasets. SoICT (2023)
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. SoICT (2023)
Nhat Truong Pham, Le Thi Phan, Duc Ngoc Minh Dang, Balachandran Manavalan
SER-Fuse: An Emotion Recognition Application Utilizing Multi-Modal, Multi-Lingual, and Multi-Feature Fusion. SoICT (2023)
Mateusz Kazimierczak, Thanyathorn Thanapattheerakul, Jonathan H. Chan
Enhancing Security in WhatsApp: A System for Detecting Malicious and Inappropriate Content. SoICT (2023)
Minh-Quan Le, Hai-Duong Le, Anh Vu Dinh-Duc, Thanh-Tung Tran
IU-TransCert: A Blockchain-Based System for Academic Credentials with Auditability. SoICT (2023)
José Luis Figueroa González, Alain Quilliot, Hélène Toussaint, Annegret Wagler
Managing a Time Expanded Network through Project-and-Lift. SoICT (2023)
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. SoICT (2023)
Anis Fradi, Chafik Samir, José Braga
A Shrinkage Method for Learning, Registering and Clustering Shapes of Curves. SoICT (2023)
Stefan Pham, Cise Midoglu, Robert Seeliger, Stefan Arbanowski, Stephan Steglich
A Novel Approach to Streaming QoE Score Calculation by Integrating Error Impacts. SoICT (2023)
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. SoICT (2023)
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. SoICT (2023)
Dang H. Pham, Anh D. Nguyen, Long V. Vu, Hoa N. Nguyen
IQAGA: Image Quality Assessment-Driven Learning with GAN-Based Dataset Augmentation for Cross-Domain Person Re-Identification. SoICT (2023)
Ryoto Koizumi, Xiaoyan Wang, Masahiro Umehira
Multi-radar interference experiment and performance evaluations on algorithm-based and learning-based schemes. SoICT (2023)
Wafae Aissaoui, Fadoua Khennou, Abderrahim Abdellaoui
Enhancing Intensive Care Patient Prognostics with Machine Learning. SoICT (2023)
Bui Quoc Trung, Bui Thi-Mai-Anh, Nguyen Viet Chinh, Pham Quang Dung, Nguyen Manh Cuong
Metaheuristic for a soft-rectangle packing problem with guillotine constraints. SoICT (2023)
Tan Luân Huynh, Minh Toàn Dinh, Hong Linh Pham, Lê Hoàng Nguyen, Tuan Manh Hùng Võ
Efficient Video Retrieval with Advanced Deep Learning Models. SoICT (2023)
Trong-Hieu Nguyen-Mau, Trong-Vu Hoang, Hai-Dang Nguyen, Minh-Triet Tran
ConvTransNet: Merging Convolution with Transformer to Enhance Polyp Segmentation. SoICT (2023)
Mai-Khiem Tran, Minh-Triet Tran
Anomaly Event Retrieval System from TV News and Surveillance Cameras. SoICT (2023)
Fabian Winkler, Markus Westner
A Systematic Literature Review of DevOps Success Factors and Adoption Models. SoICT (2023)
Phong Phan Nguyen Huu, Khoa Tran Dinh, Ngan Tran Kim Ngoc, Tran Duc Luong, Phuc Le Hoang, Quyen Nguyen Huu, Duy Phan The, Van-Hau Pham
DoppelSearch: A Novel Approach to Content-Based Video Retrieval for AI Challenge HCMC 2023. SoICT (2023)
Tung Bui, Tran Duc, Nguyen Linh Giang, Nguyen Hien, Nguyen Thanh, Nguyen Khanh
A Machine Learning-Based Framework for Detecting Malicious HTTPS Traffic. SoICT (2023)
Cong Thuan Do, Anh Nam Le, Van Duc Nguyen, Trinh Van Chien
Deep Learning-based Prediction of Alertness and Drowsiness using EEG Signals. SoICT (2023)
Guillaume Guérard, Soufian Ben Amor, Loup-Noé Levy, Sonia Djebali
Clustering Mixed Data Comprising Time Series. SoICT (2023)
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. SoICT (2023)
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. SoICT (2023)
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. SoICT (2023)
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. SoICT (2023)
Duc Duy Le, Thi Kieu Chinh Nguyen, Thanh Ha Le, Thi Cam Huong Nguyen, Thi Duyen Ngo
An eye tracking - based system for capturing visual strategies in reading of children with dyslexia. SoICT (2023)
Quang-Tan Nguyen, Xuan-Quang Nguyen, Trong-Bao Ho, Duc-Thang Truong, Minh-Hoang Le
Vi-ATISO: An Effective Video Search Engine at AI Challenge HCMC 2023. SoICT (2023)
Quoc-Khanh Mai, Thanh-Dat Nguyen, Minh Hoang Pham, Thai Son Tran
Tensor Analysis Of Convolutional Neural Network For Reducing Network Parameters. SoICT (2023)
Chijia Liu, Alain Quilliot, Hélène Toussaint, Dominique Feillet
A Filtering System for the Large-Scale Dial-A-Ride Problem With Shared Autonomous Vehicles. SoICT (2023)
Thi-Thu-Huong Le, Naufal Suryanto, Howon Kim, Janghyun Ji, Shinwook Heo
Enhancing Intrusion Detection and Explanations for Imbalanced Vehicle CAN Network Data. SoICT (2023)
Tue Cao, Nhat Tran, Le Nguyen, Hung Nguyen, Hieu Pham
IncepSE: Leveraging InceptionTime's performance with Squeeze and Excitaion mechanism in ECG analysis. SoICT (2023)
Tan Tran, Canh Pham, Dung Ha
Maximizing a $k$-Submodular Maximization Function under an Individual Knapsack Constraint. SoICT (2023)
Ngan Ha Duong, Thuy Anh Ta
Joint Location and Cost Optimization with Market Expansion and Customer-centric Objective. SoICT (2023)
Thai Ngoc Toan Truong, Thi Thanh Sang Nguyen
Global Knowledge-Aware and Local Attention-Aware Framework for News Recommendation. SoICT (2023)
Minh-Van Nguyen, Duy-Thinh Nguyen, Quoc-Huy Trinh, Bac Le
ALGNet: Attention Light Graph Memory Network for Medical Recommendation System. SoICT (2023)
Gia-Vuong Nguyen, Ca Van Phan, Thien Huynh-The
Accurate Spectrum Sensing with Improved DeepLabV3+ for 5G-LTE Signals Identification. SoICT (2023)
Thanh Binh Nguyen, Duc Dang Khoi Nguyen, Binh Nguyen Le Nguyen, Tan Le
A Machine Learning-Based Anomaly Packets Detection for Smart Home. SoICT (2023)
Hoang Nguyen, Nam Le, Khang Tran, Ngoc Hoang Luong
Simulated Annealing with Dynamic Programming-based Vertex Insertion for Efficiently Solving the Traveling Thief Problem. SoICT (2023)
Duc-Thao Do, Tien-Dung Cao, Hien Tran, Huy Quoc Le
Optimizing GANs using Relativistic Discriminator with Margin Losses for Semi-supervised Learning. SoICT (2023)
Quy Tran Van, Tram Nguyen Bao, Tu Pham Minh
Integrated Hybrid Approaches for Stock Market Prediction with Deep Learning, Technical Analysis, and Reinforcement Learning. SoICT (2023)
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. SoICT (2023)