Table of Contents

• Data-Driven Framework for Uncovering Hidden Control Strategies in Evolutionary AnalysisTomoko Matsui. [doi]
• Statistics, Machine Learning, and Data Science: A Historical Review and a Look to the FutureTru Cao. [doi]
• Visions and Research Directions on the Path to 6GAn Chen. [doi]
• RIVF'23 Message from Host UniversityPhan Thi Ha Duong, Vo Nguyen Quoc Bao, Masashi Unoki. [doi]
• Semi-Supervised Learning and Capsule Network for Video Action DetectionVan-Khoa Duong, Ngoc-Ha Pham-Thi, Ngoc-Thao Nguyen. 1-6 [doi]
• Proposing Appropriate SMS Spam Detection Approaches for Variations of the Vietnamese LanguageMinh Tuan Vu, Do Thuy Duong, Quang-Anh Tran. 1-5 [doi]
• A Two-Phase Framework for Automated Information Extraction From Curriculum VitaeTan Minh Ngo, Quynh Ngoc Nguyen, Thuc Duy Nguyen, Oanh Thi Tran. 1-6 [doi]
• Designing Language Recognition System for Deaf through Hand Gestures Using MediaPipe and LSTMPhat Nguyen Huu, Rin Bui Thanh, Nhi Chu Quynh, Duy Nguyen Khac, Ben Do van, Dinh Dang Dang, Tien-Dzung Nguyen, Quang Tran Minh 0001. 7-12 [doi]
• CMC-Net: A New Transformer-Based Architecture for Polyp SegmentationThanh-Thu Nguyen, Binh-Duong Dinh, Thi-Thao Tran, Van-Truong Pham. 13-18 [doi]
• Detection of Lane Deviation Violations Using a Digital Camera: An Implementation on the National Way in VietnamHoang-Loc Tran, Dinh-Duy Phan, Quoc-Thang Tran, Thi-Thanh-Dung Tran, Duc-Lung Vu. 19-24 [doi]
• A Fast Skeleton-Based Recognition of Traffic Police Gestures with Spatial-Temporal Graph Convolutional NetworkThanh-Hung Nguyen, Hong-Quan Do, Danh-Tuyen Pham, Tung Trung Doan, Viet-Vu Vu. 25-30 [doi]
• FPGA-Based Secured and Efficient Lightweight IoT Edge Devices with Customized RISC-VNguyen The Binh, Binh Kieu-Do-Nguyen, Trong-Thuc Hoang, Cong-Kha Pham, Cuong Pham-Quoc. 31-36 [doi]
• Advanced Feature Processing for IoT-Based Intrusion Detection SystemVan Thinh Pham, Tien Vu Huu, Minh Tuan Nguyen, Hai-Chau Le. 37-42 [doi]
• Impacts of Transmission Methods on User Perception of 3D Model in Virtual RealityNguyen Tien Phong, Le Viet Anh, Tran Thuy Hien, Truong Thu Huong, Duc Nguyen 0001. 43-47 [doi]
• Triple-Band Antenna Using Vivaldi DGS and SIW Structure for 802.11ax/be/bd Devices in MANETsDuong Thi Thanh Tu, Nguyen Van Hoa. 48-52 [doi]
• A Distrust Model to Detect Faulty Sensor in an IOT NetworkManh-Hung Nguyen. 53-58 [doi]
• Leveraging Local Consecutive Information for Session-Based RecommendationNguyen Van Tue, Ngo Xuan Bach, Tu Minh Phuong. 59-64 [doi]
• Incorporating User Time Spent and Graph Neural Network for Session-based RecommendationBui Ba Anh, Pham Cong Thien, Quan Thanh Tho. 65-70 [doi]
• Enhancing Training-Free Multi-Objective Pruning-Based Neural Architecture Search with Low-Cost Local SearchQuan Minh Phan, Ngoc Hoang Luong. 71-76 [doi]
• SmartTrap: An On-Field Insect Monitoring System Empowered by Edge Computing CapabilitiesQuan M. Nguyen, Duy A. Pham, Dong T. Pham, An Dinh Le, Nguyen Q. H. Vo, Hien B. Vo. 77-82 [doi]
• A Hybrid Model Integrating Multi-Omic and Topological Information of PPI Network for Drug Synergism PredictionGiang T. T. Nguyen, Kien T. Phuong, Khanh Nguyen Trong, Duc-Hau Le. 83-88 [doi]
• 3DKD - An Effective Knowledge Distillation-Based Model for Human Fall DetectionTrieu Xuan Hoa, Tran Thanh Thuong, Maria Art Antonette D. Clariño, Vladimir Y. Mariano, Val Randolf M. Madrid, Ria Mae Borromeo. 89-94 [doi]
• Building an Adaptive Model of Neural Networks to Extract and Classify EEG SignalsHoang-Thuy-Tien Vo, Thi-Nhu-Quynh Nguyen, Tuan Van Huynh. 95-100 [doi]
• Advanced Learning-Based Segmentation of Liver and Tumor 3D Images for Early Disease DiagnosisManh Tien Nguyen, Thai Dinh Kim, Manh-Hung Ha, Do Anh Luyen, Lan Anh Nguyen, Dieu-Linh Ngo. 101-106 [doi]
• Classification Taste-EEG Signals Using Base Neural NetworkHoang-Thuy-Tien Vo, Thi-Nhu-Quynh Nguyen, Do Duc Cuong, Tuan Van Huynh. 107-111 [doi]
• Detecting Software Vulnerabilities Based on Source Code Analysis using GCN TransformerBui Van Cong, Cho Do Xuan. 112-117 [doi]
• Detecting Malware Based on Statistics and Machine Learning Using Opcode N-GramsXuan Dau Hoang, Ba Canh Nguyen, Thi Thu Trang Ninh. 118-123 [doi]
• Small-Footprint Reconfigurable Heterogeneous Cryptographic Accelerator for Fog ComputingThi Sang Duong, Hoai Luan Pham, Vu Trung Duong Le, Ren Imamura, Thi Hong Tran, Yasuhiko Nakashima. 124-129 [doi]
• An Evaluation of IoT Device Performance in Ethereum-Based IoT SystemHaruki Kurisaka, Phi-Le Nguyen, Kien Nguyen 0002, Hiroo Sekiya. 130-135 [doi]
• A Transfer Learning-Based Method for Context-Aware Recommender SystemsNguyen Duy Anh, Do Thi Lien. 136-141 [doi]
• Sensor Rotational Measurement with GAN-Based Virtual SensorQuan Nguyen Thanh, Hung Nguyen Quang, Nam Thoai. 142-147 [doi]
• Matrix Factorization-Based Unify Multiple Interactions for Cross-Domain Recommendation ServicesLuong Vuong Nguyen, Tri-Hai Nguyen, Ho-Trong-Nguyen Pham, Thi-Thu-Hong Phan. 148-152 [doi]
• SegJSW: A Hybrid Model for Knee Osteoarthritis ClassificationHieu Phan Trung, Tuan Nguyen Trung, Thang Tran Quang, Tho Quan Thanh, Su Nguyen Thiet, Duy Thang Tuan, Triet Tran Minh. 159-164 [doi]
• CellFormer: A DaViT Transformer-Based Method for Nuclei SegmentationViet Tien Pham, Ngoc-Tu Vu, Van-Truong Pham, Thi-Thao Tran. 165-170 [doi]
• Budget-Aware Road Semantic Segmentation in Unseen Foggy ScenesTan-Hiep To, Thanh-Nghi Do, Duc-Nghia Ngo, Minh-Triet Tran, Trung-Nghia Le. 171-176 [doi]
• Ensemble Learning for Vietnamese Scene Text Spotting in Urban EnvironmentsHieu Nguyen, Cong-Hoang Ta, Phuong-Thuy Le-Nguyen, Minh-Triet Tran, Trung-Nghia Le. 177-182 [doi]
• *Minh-Hanh Tran, Thanh-Hai Tran. 183-188 [doi]
• Secure Short-Packet Communications in Dual-Hop Cooperative IoT Networks with Multiple EavesdroppersToan Van Nguyen, Vo Nguyen Quoc Bao. 189-193 [doi]
• Performance Evaluation of Simultaneously Transmitting and Reflecting Intelligent Reflecting Surface - Assisted NOMA Networks for Short-Packet CommunicationsNguyen Thi Yen Linh, Pham Ngoc Son, Vo Nguyen Quoc Bao. 194-199 [doi]
• Rate Fairness Optimization for Mixed FSO/RF IRS-Assisted UAV Communication SystemsBinh-Minh Vu, The Ngoc Dang, Oh-Soon Shin. 200-205 [doi]
• Machine Learning-Based Malicious Vehicle Detection for Security Threats and Attacks in Vehicle Ad-Hoc Network (VANET) CommunicationsThanh Nguyen Canh, Xiem HoangVan. 206-211 [doi]
• Implementing Backprojection at Base Station for Precise Localization in Indoor EnvironmentViet Thuy Vu, Yevhen Ivanenko, Aman Batra, Thomas K. Sjögren, Mats I. Pettersson, Thomas Kaiser 0001. 212-217 [doi]
• Combining EEG and NLP Features for Predicting Students' Lecture Comprehension Using Ensemble ClassificationPhantharach Natnithikarat, Theerawit Wilaiprasitporn, Supavit Kongwudhikunakorn. 218-223 [doi]
• Multi-Step Ahead Time Series Prediction Process Based on CEEMDAN Decomposition and Recursive Update StrategyHa Binh Minh, Chu Binh Minh, Nguyen Hoang An, Bui Van Tan. 224-229 [doi]
• Mastering the Mask: Harnessing Ensemble Learning for Defect DetectionCheng-Yuan Ho, Jia-En Wang. 230-234 [doi]
• Emotions in Text - Enhanced Sentiment Analysis Using Stacked Ensemble and Custom ThresholdAmit Oberoi, Brejesh Lall. 235-241 [doi]
• A Recommendation Algorithm Based on User's Behaviours in Social NetworksAnh Nguyen Duy, Tien Nguyen Van. 242-247 [doi]
• MLDSE: Multi-Task Learning for Depth and Segmentation EstimationNhat Huy Tran Hoang, The Hiep Nguyen, Minh Huy Vu Nguyen, Trung Thai Tran, Xuan Huy Le, Duc Dung Nguyen. 248-253 [doi]
• Learning to Classify Cough Sounds with Dictionary-Guided Meta-LearningNgan Dao Hoang, Dat Tran-Anh, Tien Dung Do, Cong Tran, Cuong Pham 0001. 254-259 [doi]
• Dual-Stream Deep Neural Network with Learnable Fusion Weights for 3D Object Detection and RecognitionOscal T.-C. Chen, Yu-Wei Jhao, Chih-Yu Chung, Yue-Han Li, Manh-Hung Ha. 260-265 [doi]
• Enhancing Edge-Based Mango Pest Classification Through Model OptimizationLam Dinh Tran, Minh-Triet Tran. 266-271 [doi]
• MonoVINI: Seeing in the Dark with Virtual-World SupervisionMinh Huy Vu Nguyen, Trung Thai Tran, The Hiep Nguyen, Duc Dung Nguyen. 272-277 [doi]
• A Zero-Shot Deep Learning Approach for Unknown IoT Botnet Attack DetectionChi Duc Luu, Van Quan Nguyen, Truong Son Pham, Nhien-An Le-Khac. 278-283 [doi]
• A CNN-Based Model for Detecting Malicious URLsXuan Dau Hoang, Dang Le Minh, Thi Thu Trang Ninh. 284-288 [doi]
• Deep Nested Clustering Auto-Encoder for Anomaly-Based Network Intrusion DetectionVan Quan Nguyen, Thanh Long Ngo, Le Minh Nguyen, Viet Hung Nguyen, Nathan Shone. 289-294 [doi]
• SafeDocs: A Machine Learning-Based Framework for Malicious PDF Detection Tailored for SMEsDuc Tran Le, Thang Le Dinh, Sylvestre Uwizeyemungu, Xuan Hung Doan, Truong Duy Dinh. 295-300 [doi]
• Using Inference and Graph Convolutional Networks for APT Attack DetectionHoa Cuong Nguyen, Zhou Li-Hua, Cho Do Xuan. 301-305 [doi]
• Deep Vision Transformer and T5-Based for Image CaptioningKhang Nhut Lam, Huy-Thanh Nguyen, Vinh Phuoc Mai, Jugal Kalita. 306-311 [doi]
• A Dynamic Programming with Cluster First - Route Second Approach for Solving Vehicle with Pickup and Delivery Problem in Retail IndustryThi-Huong-Giang Vu, Thanh-Quang Le, Hai-Anh Vu, Thi-Xuan-Hoa Nguyen. 312-317 [doi]
• On-Chain Reputation Ranking by Adaptive Weighted PageRankThuat Do, Dung Do, Linh Nguyen. 318-323 [doi]
• Question Generation: An Experimental Study for Vietnamese TextPham Quoc Hung, Huu-Loi Le, Dang Nhat Minh, T. Tran Khang, Huy-The Vu, Minh-Tien Nguyen, Xuan Hieu Phan. 324-329 [doi]
• Combining Diffusion Model and PhoBERT for Vietnamese Text-to-Image GenerationBach-Khoi Vo, Anh-Dung Ho, An-Vinh Luong, Dien Dinh. 330-335 [doi]
• Combining Machine Learning with Support Resistance Method in a Trading StrategyQuy Tran Van. 336-341 [doi]
• High Average-Utility Itemset Mining with A Novel Vertical Weak Upper BoundThong Tran, Hai V. Duong, Tin C. Truong, Anh N. Tran. 342-347 [doi]
• A Rule-Based Ensemble Approach for Diarrhoea Outbreak PredictionTruc T. T. Trinh, Thanh Duy Do, Thuan Dinh Nguyen, Son T. Mai. 348-353 [doi]
• Machine Learning-Based ALS Diagnosis Using Gene Expression DataDuc-Long Vu, Hai-Chau Le. 354-359 [doi]
• An Effective Approach to Chronic Obstructive Pulmonary Disease Diagnosis by Using Invertible Transform and Transfer LearningTrong Thanh Han, Nhat Nguyen Xuan, Phuong Nguyen Anh, Kien Le Trung, Hinh Nguyen Van. 360-365 [doi]
• A Knowledge Representation Model for Designing the Knowledge Querying System in Programming Language C/C++Nhon V. Do, Thanh T. Mai. 366-371 [doi]
• Regular 2k-Directional Polygon Algorithm for Finding the Convex Hulls of big data sets in 2DNguyen Kieu Linh, Vu Hoai Thu. 372-377 [doi]
• Recognition of Schizophrenia Patients by EEG Signal Using the STFT/CWT Layer with Group-ConvolutionViet Quoc Huynh, Huy Do Tran, Tuan Van Huynh. 378-383 [doi]
• Apply Combined Model Between VGG16 and LightGBM on Weather Image RecognitionTran Quy Nam, Irfan Syamsuddin. 384-389 [doi]
• Annual Land Cover Changes (2013-2023) in Vientiane, Lao PDR Using Time-Series Composite Landsat 8 ImagesSanya Praseuth, Dao Le Quang, Dung Pham Tuan, Hung Viet Luu, Chuc Man Duc, Hung Bui Quang, Son Pham Bao. 390-394 [doi]
• Key Information Extraction on Vietnamese Book Cover ImagesMinh Tam Nguyen, Truong-Thinh Nguyen, Gia-Phu P. Tran, Co-Thai Quach, Trong-Hop Do. 395-400 [doi]
• Improving Vietnamese Question-Answering system with Data Augmentation and OptimizationNguyen Ba Thanh Bac, Nguyen Van Vinh. 401-406 [doi]
• A Method for Detecting and Generating Test Data for Runtime Errors in C/C++ Project UnitsLinh Ngoc Truc Tran, Nguyen Duc Nguyen, Hieu Vu Duc, Hoang Nguyen Viet, Lam Nguyen Tung, Hoang Viet Tran, Pham Ngoc Hung. 412-417 [doi]
• Ensemble Method in Parkinson's Disease Classification via EEG signalsThi-Nhu-Quynh Nguyen, Hoang-Thuy-Tien Vo, Tuan Van Huynh. 418-423 [doi]
• FisheyePP4AV: A Privacy-Preserving Method for Autonomous Vehicles on Fisheye Camera ImagesLinh Trinh, Bach Ha, Anh Tu Tran. 424-429 [doi]
• An Effective Method for Detecting Personal Protective Equipment at Real Construction Sites Using the Improved YOLOv5s with SIoU Loss FunctionManh Tuan Do, Thai Dinh Kim, Manh-Hung Ha, Oscal Tzyh-Chiang Chen, Duc-Chinh Nguyen, Anh Long Quang Tran. 430-434 [doi]
• Data Augmentation with GPT-3.5 for Vietnamese Natural Language InferenceHieu-Hien Mai, Ngoc Hoang Luong. 435-440 [doi]
• Speaker Verification Using Distance Based on Principal Component Analysis for Household Scenario AdaptationQuoc Huy Nguyen, Nguyen Le Minh 0001, Masashi Unoki. 441-446 [doi]
• eCMU: An Efficient Phase-aware Framework for Music Source Separation with ConformerQuoc Dung Tham, Duc Dung Nguyen. 447-451 [doi]
• Unveiling the Power of Pretrained Models for Neural Machine Translation in Vietnamese Language: A Comparative AnalysisPhuc Hao Do, Pham Van Quan, Duc Tran Le, Truong Duy Dinh, Nang Hung Van Nguyen, Minh Tuan Pham. 452-457 [doi]
• A Bio-Inspired Model for Audio ProcessingTanguy Cazalets, Joni Dambre. 458-463 [doi]
• Transmission Power Minimization for Active RIS-Assisted TDMA Uplink IoT Systems: Joint Power Allocation and Beamforming DesignTra Huong Thi Le, Nguyen Van Dien, Ho-Trong-Nguyen Pham. 464-469 [doi]
• Large-Scale Low-Resolution ADC MIMO Detection with Bandwidth-Efficient Superposition ASK Modulation SchemeHung N. Dang, Duc A. Hoang, Thang Le-Nhat, Hieu T. Nguyen. 470-475 [doi]
• A Design of SIW-Cavity Reconfigurable Antenna for MIMO Wireless Communication ApplicationsTruong Khang Nguyen, Kien T. Pham, Cong Danh Bui, Thi Thanh Kieu Nguyen, Tran Khanh Ninh Dao, Tuan-Duc Nguyen. 476-480 [doi]
• A Study on the Efficiency of ML-Based IDS with Dimensional Reduction Methods for Industry IoTDuc-Thuan Luong, Minh Hoang Nguyen, Hong Duc Nguyen, Thanh-Thuy Tran Thi, Nam Hoang Nguyen, Trong-Minh Hoang. 481-486 [doi]
• Fine-Grained Elasticity for Big Data Stream Processing of IoT ApplicationsLinh Manh Pham, Manh-Dong Tran. 487-492 [doi]
• Empirical Outcomes on Determining Gain Factor of Double Ridged Guide Horn Antenna Utilizing Three Antenna MethodNguyen Dinh Tuan, Vo Nguyen Quoc Bao. 493-497 [doi]
• Mobile Positioning System for Cellular Networks Using Reference Signal Received PowerDuc-Thanh Pham, Ngoc-Tuan Do, Thai-Mai Dinh-Thi, Ngoc-Son Duong, Truong Giang Le. 498-502 [doi]
• Enhancing AI - Powered Malware Detection by Parallel Ensemble LearningHoang V. Vo, Phong H. Nguyen, Hau T. Nguyen, Duy B. Vu, Hoa N. Nguyen. 503-508 [doi]
• The Impact of Rotational Invariance on Tree- and Deep Learning-Based Network Intrusion Detection SystemDat-Thinh Nguyen, Xuan-Ha Nguyen, Kim Hung Le. 509-514 [doi]
• DeFL-BC: Empowering Reliable Cyberattack Detection through Decentralized Federated Learning and Poisoning Attack DefensePhan The Duy, Tuan Dung Tran, Hoang Nguyen Duy, Hien Do Hoang, Van-Hau Pham. 515-520 [doi]
• Benchmarking SVM Variants for Unsupervised Intrusion Detection SystemXuan-Ha Nguyen, Dat-Thinh Nguyen, Kim Hung Le. 521-526 [doi]
• AKQ: A Hybrid Quantum-Classical Image Encryption SystemTran Khanh Nguyen, Nguyen Thi Thanh Truc, Nguyen Thi Thanh Truc, Vu Tuan Hai. 527-532 [doi]
• TRASE: A Traffic Surveillance System for Adaptive Speed Estimation of Vehicles from Aerial VideosPhuong M. Nguyen, Khanh Hieu Ngo. 533-538 [doi]
• An Empirical Study of Information Extraction from Vietnamese DocumentsLam Nguyen, Tien-Dong Nguyen, Minh-Tuan Dang, Dinh Nguyen Vu, Viet Anh Nguyen, Hoang Dang Nguyen. 539-544 [doi]
• Proposed Congestion Warning System Using YOLOv8 and DeepSORT modelPhat Nguyen Huu, Phuong Nguyen Quynh, Loi Nguyen Thanh, Dinh Dang Dang, Thanh Le Thi Hai, Tien-Dzung Nguyen, Quang Tran Minh 0001. 545-550 [doi]
• SuperYOLO8: Enhancing Performance of Object Detection in Real-Time Multi-Modal Remote Sensing Imagery through SuperYOLO and YOLOv8Kim-Phuong Phung, Ngoc-Long Le, Quang Uy Nguyen. 551-556 [doi]
• Printed Mathematical Expression Recognition from Document Images Based on Augmentation Techniques and TransformerTran-Huy Le, Minh-Dzung Vo, Huu Hung Nguyen, Thuy Binh Nguyen, Hong-Quan Nguyen, Thi-Lan Le. 557-562 [doi]
• Fintech Approach to Real Estate Valuation in Vietnam Incorporating Land Pricing Legal Framework and Local Socio-Economic CharacteristicsDinh C. Hieu, Nguyen L. Phuong, Le D. Hieu, Hoang T. Hieu, Nguyen D. Thanh, Le T. Phong, Tran H. Nguyen, Pham M. Hien, Dinh N. Son. 563-568 [doi]
• A Comprehensive Study on Objective Assessment Metrics with Light Field ImagesHuy PhiCong, Thipphaphone Sisouvong, Tran Quy Nam, Tien VuHuu. 569-574 [doi]
• Designing Framework for Evaluating Community of Practice for Software Engineering Project ManagementCharlie Y. Shim, Yeongkwun Kim, Injoo Kim. 575-578 [doi]
• A Novel Relevance Aggregation Approach for Bug LocalizationBui Thi Mai Anh, Nguyen Nhat Hai. 579-584 [doi]
• Zero-Shot Voice Conversion Based on Speaker Embedding Domain GeneralizationYi-Xing Lin, Chun-Hsiang Cheng, Phuong Thi Le, Bing-Jhih Huang, Liao Chu-Xin, Chien-Lin Huang, Jia-Ching Wang. 585-589 [doi]