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ORCIDRIVF 2023: Vietnam, Hanoi
- International Conference on Computing and Communication Technologies, RIVF 2023, Hanoi, Vietnam, December 23-25, 2023. IEEE 2023, ISBN 979-8-3503-1584-4
- An Chen:
Visions and Research Directions on the Path to 6G. xxiii - Tru Cao:
Statistics, Machine Learning, and Data Science: A Historical Review and a Look to the Future. xxv - Tomoko Matsui:
Data-Driven Framework for Uncovering Hidden Control Strategies in Evolutionary Analysis. xxiv - Phan Thi Ha Duong, Vo Nguyen Quoc Bao
, Masashi Unoki:
RIVF'23 Message from Host University. xii-xiii - Van-Khoa Duong, Ngoc-Ha Pham-Thi, Ngoc-Thao Nguyen:
Semi-Supervised Learning and Capsule Network for Video Action Detection. 1-6 - Tan Minh Ngo, Quynh Ngoc Nguyen, Thuc Duy Nguyen, Oanh Thi Tran:
A Two-Phase Framework for Automated Information Extraction From Curriculum Vitae. 1-6 - Minh Tuan Vu, Do Thuy Duong, Quang-Anh Tran:
Proposing Appropriate SMS Spam Detection Approaches for Variations of the Vietnamese Language. 1-5 - Phat Nguyen Huu, Rin Bui Thanh, Nhi Chu Quynh, Duy Nguyen Khac, Ben Do van, Dinh Dang Dang, Tien Dzung Nguyen, Quang Tran Minh:
Designing Language Recognition System for Deaf through Hand Gestures Using MediaPipe and LSTM. 7-12 - Thanh-Thu Nguyen, Binh-Duong Dinh, Thi-Thao Tran, Van-Truong Pham:
CMC-Net: A New Transformer-Based Architecture for Polyp Segmentation. 13-18 - Hoang-Loc Tran, Dinh-Duy Phan, Quoc-Thang Tran, Thi-Thanh-Dung Tran, Duc-Lung Vu:
Detection of Lane Deviation Violations Using a Digital Camera: An Implementation on the National Way in Vietnam. 19-24 - Thanh-Hung Nguyen, Hong-Quan Do, Tuyen Danh Pham, Tung Trung Doan, Viet-Vu Vu:
A Fast Skeleton-Based Recognition of Traffic Police Gestures with Spatial-Temporal Graph Convolutional Network. 25-30 - Nguyen The Binh, Binh Kieu-Do-Nguyen, Trong-Thuc Hoang, Cong-Kha Pham, Cuong Pham-Quoc:
FPGA-Based Secured and Efficient Lightweight IoT Edge Devices with Customized RISC-V. 31-36 - Van Thinh Pham, Tien Vu Huu, Minh Tuan Nguyen, Hai-Chau Le:
Advanced Feature Processing for IoT-Based Intrusion Detection System. 37-42 - Nguyen Tien Phong, Le Viet Anh, Tran Thuy Hien, Truong Thu Huong, Duc Nguyen:
Impacts of Transmission Methods on User Perception of 3D Model in Virtual Reality. 43-47 - Duong Thi Thanh Tu, Nguyen Van Hoa:
Triple-Band Antenna Using Vivaldi DGS and SIW Structure for 802.11ax/be/bd Devices in MANETs. 48-52 - Manh Hung Nguyen:
A Distrust Model to Detect Faulty Sensor in an IOT Network. 53-58 - Nguyen Van Tue, Ngo Xuan Bach, Tu Minh Phuong:
Leveraging Local Consecutive Information for Session-Based Recommendation. 59-64 - Bui Ba Anh, Pham Cong Thien, Quan Thanh Tho:
Incorporating User Time Spent and Graph Neural Network for Session-based Recommendation. 65-70 - Quan Minh Phan, Ngoc Hoang Luong:
Enhancing Training-Free Multi-Objective Pruning-Based Neural Architecture Search with Low-Cost Local Search. 71-76 - Quan M. Nguyen, Duy A. Pham, Dong T. Pham, An Dinh Le, Nguyen Q. H. Vo, Hien B. Vo:
SmartTrap: An On-Field Insect Monitoring System Empowered by Edge Computing Capabilities. 77-82 - Giang T. T. Nguyen, Kien T. Phuong, Khanh Nguyen-Trong, Duc-Hau Le:
A Hybrid Model Integrating Multi-Omic and Topological Information of PPI Network for Drug Synergism Prediction. 83-88 - Trieu Xuan Hoa, Tran Thanh Thuong, Maria Art Antonette D. Clariño, Vladimir Y. Mariano, Val Randolf M. Madrid, Ria Mae Borromeo:
3DKD - An Effective Knowledge Distillation-Based Model for Human Fall Detection. 89-94 - Hoang-Thuy-Tien Vo, Thi-Nhu-Quynh Nguyen, Tuan Van Huynh:
Building an Adaptive Model of Neural Networks to Extract and Classify EEG Signals. 95-100 - Manh-Tien Nguyen, Thai Dinh Kim, Manh-Hung Ha, Do Anh Luyen, Lan-Anh Nguyen, Dieu-Linh Ngo:
Advanced Learning-Based Segmentation of Liver and Tumor 3D Images for Early Disease Diagnosis. 101-106 - Hoang-Thuy-Tien Vo, Thi-Nhu-Quynh Nguyen, Do Duc Cuong, Tuan Van Huynh:
Classification Taste-EEG Signals Using Base Neural Network. 107-111 - Bui Van Cong, Cho Do Xuan:
Detecting Software Vulnerabilities Based on Source Code Analysis using GCN Transformer. 112-117 - Xuan Dau Hoang, Ba Canh Nguyen, Thi Thu Trang Ninh:
Detecting Malware Based on Statistics and Machine Learning Using Opcode N-Grams. 118-123 - Thi Sang Duong, Hoai Luan Pham, Vu Trung Duong Le, Ren Imamura, Thi Hong Tran, Yasuhiko Nakashima:
Small-Footprint Reconfigurable Heterogeneous Cryptographic Accelerator for Fog Computing. 124-129 - Haruki Kurisaka, Phi Le Nguyen, Kien Nguyen, Hiroo Sekiya:
An Evaluation of IoT Device Performance in Ethereum-Based IoT System. 130-135 - Nguyen Duy Anh, Do Thi Lien:
A Transfer Learning-Based Method for Context-Aware Recommender Systems. 136-141 - Quan Nguyen Thanh, Nguyen Quang-Hung, Nam Thoai:
Sensor Rotational Measurement with GAN-Based Virtual Sensor. 142-147 - Luong Vuong Nguyen, Tri-Hai Nguyen, Ho-Trong-Nguyen Pham, Thi-Thu-Hong Phan:
Matrix Factorization-Based Unify Multiple Interactions for Cross-Domain Recommendation Services. 148-152 - Hieu Phan Trung, Tuan Nguyen Trung, Thang Tran Quang, Tho Quan Thanh, Su Nguyen Thiet, Duy Thang Tuan, Triet Tran Minh:
SegJSW: A Hybrid Model for Knee Osteoarthritis Classification. 159-164 - Viet-Tien Pham, Ngoc-Tu Vu, Van-Truong Pham, Thi-Thao Tran:
CellFormer: A DaViT Transformer-Based Method for Nuclei Segmentation. 165-170 - Tan-Hiep To, Thanh-Nghi Do, Duc-Nghia Ngo, Minh-Triet Tran, Trung-Nghia Le:
Budget-Aware Road Semantic Segmentation in Unseen Foggy Scenes. 171-176 - Hieu Nguyen, Cong-Hoang Ta, Phuong-Thuy Le-Nguyen, Minh-Triet Tran, Trung-Nghia Le:
Ensemble Learning for Vietnamese Scene Text Spotting in Urban Environments. 177-182 - Minh-Hanh Tran, Thanh-Hai Tran:
Semantic Features Extraction for Anomaly Detection from Real-World Videos*. 183-188 - Toan-Van Nguyen, Vo Nguyen Quoc Bao:
Secure Short-Packet Communications in Dual-Hop Cooperative IoT Networks with Multiple Eavesdroppers. 189-193 - Nguyen Thi Yen Linh, Pham Ngoc Son, Vo Nguyen Quoc Bao:
Performance Evaluation of Simultaneously Transmitting and Reflecting Intelligent Reflecting Surface - Assisted NOMA Networks for Short-Packet Communications. 194-199 - Binh-Minh Vu, The-Ngoc Dang, Oh-Soon Shin:
Rate Fairness Optimization for Mixed FSO/RF IRS-Assisted UAV Communication Systems. 200-205 - Thanh Nguyen Canh, Xiem HoangVan:
Machine Learning-Based Malicious Vehicle Detection for Security Threats and Attacks in Vehicle Ad-Hoc Network (VANET) Communications. 206-211 - Viet Thuy Vu, Yevhen Ivanenko, Aman Batra, Thomas K. Sjögren, Mats I. Pettersson, Thomas Kaiser:
Implementing Backprojection at Base Station for Precise Localization in Indoor Environment. 212-217 - Phantharach Natnithikarat, Theerawit Wilaiprasitporn, Supavit Kongwudhikunakorn:
Combining EEG and NLP Features for Predicting Students' Lecture Comprehension Using Ensemble Classification. 218-223 - Ha Binh Minh, Chu Binh Minh, Nguyen Hoang An, Bui Van Tan:
Multi-Step Ahead Time Series Prediction Process Based on CEEMDAN Decomposition and Recursive Update Strategy. 224-229 - Cheng-Yuan Ho, Jia-En Wang:
Mastering the Mask: Harnessing Ensemble Learning for Defect Detection. 230-234 - Amit Oberoi, Brejesh Lall:
Emotions in Text - Enhanced Sentiment Analysis Using Stacked Ensemble and Custom Threshold. 235-241 - Anh Nguyen Duy, Tien Nguyen Van:
A Recommendation Algorithm Based on User's Behaviours in Social Networks. 242-247 - Nhat Huy Tran Hoang, The Hiep Nguyen, Minh Huy Vu Nguyen, Trung Thai Tran, Xuan Huy Le, Duc Dung Nguyen:
MLDSE: Multi-Task Learning for Depth and Segmentation Estimation. 248-253 - Ngan Dao Hoang, Dat Tran-Anh, Tien-Dung Do, Cong Tran, Cuong Pham:
Learning to Classify Cough Sounds with Dictionary-Guided Meta-Learning. 254-259 - Oscal T.-C. Chen, Yu-Wei Jhao, Chih-Yu Chung, Yue-Han Li, Manh-Hung Ha:
Dual-Stream Deep Neural Network with Learnable Fusion Weights for 3D Object Detection and Recognition. 260-265 - Lam Dinh Tran, Minh-Triet Tran:
Enhancing Edge-Based Mango Pest Classification Through Model Optimization. 266-271 - Minh Huy Vu Nguyen, Trung Thai Tran, The Hiep Nguyen, Duc Dung Nguyen:
MonoVINI: Seeing in the Dark with Virtual-World Supervision. 272-277 - Chi Duc Luu, Van Quan Nguyen, Truong Son Pham, Nhien-An Le-Khac:
A Zero-Shot Deep Learning Approach for Unknown IoT Botnet Attack Detection. 278-283 - Xuan Dau Hoang, Dang Le Minh, Thi Thu Trang Ninh:
A CNN-Based Model for Detecting Malicious URLs. 284-288 - Van Quan Nguyen, Thanh Long Ngo, Le Minh Nguyen, Viet Hung Nguyen, Nathan Shone:
Deep Nested Clustering Auto-Encoder for Anomaly-Based Network Intrusion Detection. 289-294 - Duc Tran Le, Thang Le Dinh, Sylvestre Uwizeyemungu, Xuan Hung Doan, Truong Duy Dinh:
SafeDocs: A Machine Learning-Based Framework for Malicious PDF Detection Tailored for SMEs. 295-300 - Hoa Cuong Nguyen, Zhou Li Hua, Cho Do Xuan:
Using Inference and Graph Convolutional Networks for APT Attack Detection. 301-305 - Khang Nhut Lam, Huy Thanh Nguyen, Vinh Phuoc Mai, Jugal Kalita:
Deep Vision Transformer and T5-Based for Image Captioning. 306-311 - Thi-Huong-Giang Vu, Thanh-Quang Le, Hai-Anh Vu, Thi-Xuan-Hoa Nguyen:
A Dynamic Programming with Cluster First - Route Second Approach for Solving Vehicle with Pickup and Delivery Problem in Retail Industry. 312-317 - Thuat Do, Dung Do, Linh Nguyen:
On-Chain Reputation Ranking by Adaptive Weighted PageRank. 318-323 - Pham Quoc-Hung, Huu-Loi Le, Dang Nhat Minh, T. Tran Khang, Huy-The Vu, Minh-Tien Nguyen, Xuan-Hieu Phan:
Question Generation: An Experimental Study for Vietnamese Text. 324-329 - Bach-Khoi Vo, Anh-Dung Ho, An-Vinh Luong, Dien Dinh:
Combining Diffusion Model and PhoBERT for Vietnamese Text-to-Image Generation. 330-335 - Quy Tran Van:
Combining Machine Learning with Support Resistance Method in a Trading Strategy. 336-341 - Thong Tran, Hai V. Duong, Tin C. Truong, Anh N. Tran:
High Average-Utility Itemset Mining with A Novel Vertical Weak Upper Bound. 342-347 - Truc T. T. Trinh, Thanh Duy Do, Thuan Dinh Nguyen, Son T. Mai:
A Rule-Based Ensemble Approach for Diarrhoea Outbreak Prediction. 348-353 - Duc-Long Vu, Hai-Chau Le:
Machine Learning-Based ALS Diagnosis Using Gene Expression Data. 354-359 - Trong Thanh Han, Nhat Nguyen Xuan, Phuong Nguyen Anh, Kien Le Trung, Hinh Nguyen Van:
An Effective Approach to Chronic Obstructive Pulmonary Disease Diagnosis by Using Invertible Transform and Transfer Learning. 360-365 - Nhon V. Do, Thanh T. Mai:
A Knowledge Representation Model for Designing the Knowledge Querying System in Programming Language C/C++. 366-371 - Nguyen Kieu Linh, Vu Hoai Thu:
Regular 2k-Directional Polygon Algorithm for Finding the Convex Hulls of big data sets in 2D. 372-377 - Viet Quoc Huynh, Huy Do Tran, Tuan Van Huynh:
Recognition of Schizophrenia Patients by EEG Signal Using the STFT/CWT Layer with Group-Convolution. 378-383 - Tran Quy Nam, Irfan Syamsuddin:
Apply Combined Model Between VGG16 and LightGBM on Weather Image Recognition. 384-389 - Sanya Praseuth, Dao Le Quang, Dung Pham Tuan, Hung Viet Luu, Chuc Man Duc, Hung Bui Quang, Son Pham Bao:
Annual Land Cover Changes (2013-2023) in Vientiane, Lao PDR Using Time-Series Composite Landsat 8 Images. 390-394 - Minh-Tam Nguyen, Truong-Thinh Nguyen, Gia-Phu P. Tran, Co-Thai Quach, Trong-Hop Do:
Key Information Extraction on Vietnamese Book Cover Images. 395-400 - Nguyen Ba Thanh Bac, Nguyen Van Vinh:
Improving Vietnamese Question-Answering system with Data Augmentation and Optimization. 401-406 - Linh Ngoc Truc Tran, Nguyen Duc Nguyen, Hieu Vu Duc, Hoang Nguyen Viet, Lam Nguyen Tung, Hoang-Viet Tran, Pham Ngoc Hung:
A Method for Detecting and Generating Test Data for Runtime Errors in C/C++ Project Units. 412-417 - Thi-Nhu-Quynh Nguyen, Hoang-Thuy-Tien Vo, Tuan Van Huynh:
Ensemble Method in Parkinson's Disease Classification via EEG signals. 418-423 - Linh Trinh, Bach Ha, Anh Tu Tran:
FisheyePP4AV: A Privacy-Preserving Method for Autonomous Vehicles on Fisheye Camera Images. 424-429 - Manh-Tuan Do, Thai Dinh Kim, Manh-Hung Ha, Oscal Tzyh-Chiang Chen, Duc-Chinh Nguyen, Anh Long Quang Tran:
An Effective Method for Detecting Personal Protective Equipment at Real Construction Sites Using the Improved YOLOv5s with SIoU Loss Function. 430-434 - Hieu-Hien Mai, Ngoc Hoang Luong:
Data Augmentation with GPT-3.5 for Vietnamese Natural Language Inference. 435-440 - Quoc-Huy Nguyen, Nguyen Le Minh, Masashi Unoki:
Speaker Verification Using Distance Based on Principal Component Analysis for Household Scenario Adaptation. 441-446 - Quoc Dung Tham, Duc Dung Nguyen:
eCMU: An Efficient Phase-aware Framework for Music Source Separation with Conformer. 447-451 - Phuc Hao Do, Pham Van Quan, Duc Tran Le, Truong Duy Dinh, Nang Hung Van Nguyen, Minh Tuan Pham:
Unveiling the Power of Pretrained Models for Neural Machine Translation in Vietnamese Language: A Comparative Analysis. 452-457 - Tanguy Cazalets, Joni Dambre:
A Bio-Inspired Model for Audio Processing. 458-463 - Tra Huong Thi Le, Nguyen Van Dien, Ho-Trong-Nguyen Pham:
Transmission Power Minimization for Active RIS-Assisted TDMA Uplink IoT Systems: Joint Power Allocation and Beamforming Design. 464-469 - Hung N. Dang, Duc A. Hoang, Thang Le Nhat, Hieu T. Nguyen:
Large-Scale Low-Resolution ADC MIMO Detection with Bandwidth-Efficient Superposition ASK Modulation Scheme. 470-475 - Truong Khang Nguyen, Kien T. Pham, Cong Danh Bui, Thi Thanh Kieu Nguyen, Tran Khanh Ninh Dao, Tuan Duc Nguyen:
A Design of SIW-Cavity Reconfigurable Antenna for MIMO Wireless Communication Applications. 476-480 - Duc-Thuan Luong, Minh-Hoang Nguyen, Hong-Duc Nguyen, Thanh-Thuy Tran Thi, Nam-Hoang Nguyen, Trong-Minh Hoang:
A Study on the Efficiency of ML-Based IDS with Dimensional Reduction Methods for Industry IoT. 481-486 - Linh Manh Pham, Manh-Dong Tran:
Fine-Grained Elasticity for Big Data Stream Processing of IoT Applications. 487-492 - Nguyen Dinh Tuan, Vo Nguyen Quoc Bao:
Empirical Outcomes on Determining Gain Factor of Double Ridged Guide Horn Antenna Utilizing Three Antenna Method. 493-497 - Duc-Thanh Pham, Ngoc-Tuan Do, Thai-Mai Dinh-Thi, Ngoc-Son Duong, Truong-Giang Le:
Mobile Positioning System for Cellular Networks Using Reference Signal Received Power. 498-502 - Hoang V. Vo, Phong H. Nguyen, Hau T. Nguyen, Duy B. Vu, Hoa Ngoc Nguyen:
Enhancing AI - Powered Malware Detection by Parallel Ensemble Learning. 503-508 - Dat-Thinh Nguyen, Xuan-Ha Nguyen, Kim-Hung Le:
The Impact of Rotational Invariance on Tree- and Deep Learning-Based Network Intrusion Detection System. 509-514 - Phan The Duy, Tuan-Dung Tran, Hoang Nguyen Duy, Hien Do Hoang, Van-Hau Pham:
DeFL-BC: Empowering Reliable Cyberattack Detection through Decentralized Federated Learning and Poisoning Attack Defense. 515-520 - Xuan-Ha Nguyen, Dat-Thinh Nguyen, Kim-Hung Le:
Benchmarking SVM Variants for Unsupervised Intrusion Detection System. 521-526 - Tran Khanh Nguyen, Nguyen Thi Thanh Truc, Vu Tuan Hai:
AKQ: A Hybrid Quantum-Classical Image Encryption System. 527-532 - Phuong M. Nguyen, Khanh Hieu Ngo:
TRASE: A Traffic Surveillance System for Adaptive Speed Estimation of Vehicles from Aerial Videos. 533-538 - Lam Nguyen, Tien-Dong Nguyen, Minh-Tuan Dang, Dinh-Nguyen Vu, Viet-Anh Nguyen, Hoang-Dang Nguyen:
An Empirical Study of Information Extraction from Vietnamese Documents. 539-544 - Phat Nguyen Huu, Phuong Nguyen Quynh, Loi Nguyen Thanh, Dinh Dang Dang, Thanh Le Thi Hai, Tien Dzung Nguyen, Quang Tran Minh:
Proposed Congestion Warning System Using YOLOv8 and DeepSORT model. 545-550 - Kim-Phuong Phung, Ngoc-Long Le, Quang-Uy Nguyen:
SuperYOLO8: Enhancing Performance of Object Detection in Real-Time Multi-Modal Remote Sensing Imagery through SuperYOLO and YOLOv8. 551-556 - Tran-Huy Le, Minh-Dzung Vo, Huu-Hung Nguyen, Thuy-Binh Nguyen, Hong-Quan Nguyen, Thi-Lan Le:
Printed Mathematical Expression Recognition from Document Images Based on Augmentation Techniques and Transformer. 557-562 - Dinh 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:
Fintech Approach to Real Estate Valuation in Vietnam Incorporating Land Pricing Legal Framework and Local Socio-Economic Characteristics. 563-568 - Huy PhiCong, Thipphaphone Sisouvong, Tran Quy Nam, Tien Vu Huu:
A Comprehensive Study on Objective Assessment Metrics with Light Field Images. 569-574 - Charlie Y. Shim, Yeongkwun Kim, Injoo Kim:
Designing Framework for Evaluating Community of Practice for Software Engineering Project Management. 575-578 - Bui Thi Mai Anh, Nguyen Nhat Hai:
A Novel Relevance Aggregation Approach for Bug Localization. 579-584 - Yi-Xing Lin, Chun-Hsiang Cheng, Phuong Thi Le, Bing-Jhih Huang, Liao Chu-Xin, Chien-Lin Huang, Jia-Ching Wang:
Zero-Shot Voice Conversion Based on Speaker Embedding Domain Generalization. 585-589
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