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RIVF 2022: Ho Chi Minh City, Vietnam
- RIVF International Conference on Computing and Communication Technologies, RIVF 2022, Ho Chi Minh City, Vietnam, December 20-22, 2022. IEEE 2022, ISBN 978-1-6654-6166-5
- Trung Quang Duong:
Keynote Talk #2: From Digital Twin to Metaverse: The Role of 6G Edge Intelligence-Based Ultra-Reliable and Low Latency Communications. xxvii - K. V. S. Hari:
Keynote Talk #3: Understanding Visual Word Representations in the Human Brain. xxviii-xxix - Nghi Hoang Khoa, Doan Minh Trung, Bui Cong Nguyen Khoa, To Thi My Au, Van-Giau Ung, Phan The Duy, Van-Hau Pham:
Cyber Threat Intelligence for Proactive Defense against Adversary in SDN-assisted IIoTs context. 1-6 - Hoang-Viet Tran, Lam Nguyen Tung, Pham Ngoc Hung:
A Pairwise Based Method for Automated Test Data Generation for $\mathrm{C}/\mathrm{C}++$ Projects. 1-6 - Tang Nguyen-Tan, Quan Le-Trung:
Lightweight Model Using Graph Neural Networks for Air Quality Impact Assessment on Human Health. 1-6 - Binh T. Nguyen, Tuan A. Nguyen
, Hien Nguyen, Qui Phu Huynh:
Building 3 levels of security for traceability using Blockchain 3.0 Generation. 1-5 - Cao Duy Hoang, Quang Vinh Dinh, Ngoc Hong Tran:
Aspect-Category-Opinion-Sentiment Extraction Using Generative Transformer Model. 1-6 - Nguyen D. Vo
Analysis of Fog density on oriented object detection in aerial images. 1-6 - Dang-Khoa Luong-Huu, Tan-An Ngo, Huy-Tan Thai, Kim-Hung Le
A Real-time Border Surveillance System using Deep Learning and Edge Computing. 1-6 - Kha-Tu Huynh, Cong-Man Tran, Huu-Sy Le:
A Model of Vietnamese Optical Character Recognition. 1-6 - Thanh Duy Do, James Mulhall, Thuan Dinh Nguyen, Quang T. M. Nguyen, Diep Phan, Son T. Mai:
Diarrhoea incidence prediction using climate data: Machine Learning approaches. 1-6 - Roberto Fernández-Martínez
Material Fracture Life Prediction Under High Creep Conditions Using Decision Trees and Rule-based Techniques. 1-6 - Pham Tien Dat, Keizo Inagaki, Atsushi Kanno, Kouichi Akahane:
60-Gb/s D-Band Wireless Signal Generation and Transmission Using Photonic Technology. 1-5 - Ngoc Kim Khanh Nguyen
Effective node vaccination and containing strategies to halt SIR epidemic spreading in real-world face-to-face contact networks. 1-6 - Thi-Phuong-Trang Pham
Memory-Based Method using Prototype Augmentation for Continual Relation Extraction. 1-6 - Quan Le-Trung, Thong Le-Minh, Huy Vo-Bao Nguyen:
A Lightweight Smart Camera Solution for Covid-19. 1-6 - Xuan-Bach Nguyen-Duy, Khiem Nguyen-Thanh, Anh-Vu Dinh-Duc:
Collecting Brainwave Signals Using IoT and Analyze Human Emotions. 6-10 - Khang Luu, My Nguyen, Toai Ton
Deep Learning and Mosaic algorithm: An efficient combination for single cell segmentation. 11-16 - Tuan A. Nguyen
Building an Electronic Medical Records System using Blockchain 3.0 technology and new Data Mechanism. 17-22 - Phat Nguyen Huu, Trang Nguyen Thi, Chau Nguyen Le Bao, Minh Nguyen Anh, Hieu Nguyen Duc, Minh-Trien Pham, Dat Vu Tien, Minh-Triet Tran:
Proposing Algorithm for Warning Minimum Distance Violation and Tracking Covid-19 Object Using YOLOV4 Model. 23-28 - Koichiro Ishibashi:
Keynote Talk #1 RF Energy Harvesting Technology and IoT Applications. 25-26 - Hien Do Hoang, Do Thi Thu Hien, Thai Bui Xuan, Tri Nguyen Ngoc Minh, Phan The Duy, Van-Hau Pham:
DA-GAN: Domain Adaptation for Generative Adversarial Networks-assisted Cyber Threat Detection. 29-34 - Nghia To Trong, Hien Do Hoang, Doan Minh Trung, Phan The Duy, Van-Hau Pham:
A federated threat hunting system with big data analysis for SDN-enabled networks. 35-40 - Le Van Hoang, Nguyen Xuan Nhu, To Trong Nghia, Nguyen Huu Quyen
Leveraging Deep Reinforcement Learning for Automating Penetration Testing in Reconnaissance and Exploitation Phase. 41-46 - Duy Doan
An Enhanced Object Detection Approach for Robot-Hand Implementation. 47-52 - Phat Nguyen Huu, Dinh Dang Dang, Minh Nguyen Khai, Hieu Nguyen Trong, Pha Pham Ngoc, Quang Tran Minh:
Monitoring and Forecasting Water Environment Parameters for Smart Aquaculture Using LSTM. 53-58 - Hai Thanh Nguyen, My N. Nguyen, Thich Q. Duong, Phuong Ha Dang Bui
Denoising with Median and Bilateral on CT images for Liver segmentation. 59-64 - Hien Do Hoang, Phan The Duy, Nguyen Thanh Tien, Do Thi Thu Hien, Van-Hau Pham:
A Blockchain-based approach and Attribute-based Encryption for Healthcare Record Data Exchange. 65-70 - Hoa Bui Thi Anh, Toan Tran Dinh, Tran Van Lang, Hung Le Minh:
A combined CNN-LSTM and LSTM-QRNN model for prediction of Idiopathic Pulmonary Fibrosis Progression using CT Scans and Clinical Data. 71-76 - Hang Duy Thi Nguyen, Thu Huyen Thi Nguyen, Chau-Hai Le, Minh Tuan Nguyen:
Diagnosis of Sepsis Based on Potential Immune-Related Biomarker and Machine Learning Method. 77-82 - Viet Dung Nguyen, Duy Hoang Ho, Viet Long Nguyen, Ngoc Dung Bui:
Modified YOLOv5 for Blood Cell Counting. 83-87 - Cao Truong Tran
Hybrid ensemble learning approaches for cancer classification from gene expression data. 88-93 - Do Duy Hieu, Phan Thi Ha Duong:
Detecting communities in large networks using the extended Walktrap algorithm. 100-105 - Bui Tong Nha, Nguyen Dinh Thuan:
Methodology Interaction by Machine Learning Model to Detect Vulnerability in Smart Contract of Blockchain. 112-117 - Thi-Trang Nguyen, Xuan-Do Dao, Quoc-Quan Chu, Kiem-Hieu Nguyen:
Improving Intent Detection and Slot Filling for Vietnamese. 118-123 - An Cong Tran
Human Voice Recognition for Subtitle Generators on Khmer and Vietnamese Newsletter Videos. 124-129 - Dang Van Thin, Duong Ngoc Hao, Vu Xuan Hoang, Ngan Luu-Thuy Nguyen:
Investigating Monolingual and Multilingual BERT Models for Vietnamese Aspect Category Detection. 130-135 - Thien D. Truong, Nguyen Q. H. Ton, Chau N. Truong, Son P. Nguyen:
ECPASurv: Exploring Career Path with Attention Mechanism and Survival Analysis. 136-139 - Nghia Vo-Dinh, Anh Ha-Bao, Hieu Trung Huynh:
An Approach for COVID-19 Identification from Chest X-ray Images Using High-Resolution Networks. 140-144 - Wei-Hong Tsai, Phuong Le Thi, Tzu-Chiang Tai, Chien-Lin Huang, Jia-Ching Wang:
Low-Resource Speech Recognition Based on Transfer Learning. 145-149 - Pham Minh Tuan, Trong-Le Phan, Mouloud Adel, Salah Bourennane, Nguyen Linh Trung
C-Atlas: A Brain Mapping based on FDG-PET Images for Alzheimer's Disease Diagnosis. 150-155 - Phung Cong Phi Khanh, Khoa Nguyen Dang, Pham Hai Yen, Bui Thanh Tung, Nguyen Thi Thu, Duc-Tan Tran
Protection of People on Ground Vehicles Moving in an Inclined Plane Using the Rotary Stewart Platform. 156-160 - Van-Hung Le:
Automatic 3D Hand Pose Estimation Based on YOLOv7 and HandFoldingNet from Egocentric Videos. 161-166 - Nam Ngoc Pham, Zuzana Komínková Oplatková
Mining Top-K High Utility Itemsets Using Bio-Inspired Algorithms with a Diversity within Population Framework. 167-172 - Hoang Luu Quang Tien, Linh Quang Tran, Trong-Hop Do:
An Empirical Study on Bankruptcy Prediction using Ensemble Learning. 173-178 - Truong H. V. Phan
BERT-TRIPLE: Using BERT for Extracting Triples from Vietnamese Sentences. 179-184 - Nguyen Ngoc Tram Anh, Thanh-Tung Tran:
Data Augmentation Methods for Semantic Similarity Detection in Vietnamese Questionnaire. 185-190 - Van-Ha Thi Dinh, Thanh-An Nguyen
3D-Inception-UNet: A Light-weight U-Net Variant with Inception Blocks for 3D Fault Segmentation in Seismic Data. 191-196 - Hoang-Dung Nguyen
Social Bot Detector using Graph Neural Networks. 197-202 - Pham Van Quyet, Ha Hoang Kha:
Spectral Efficiency Optimization in IRS-Aided Multiuser MIMO SWIPT Cognitive Radio Systems. 203-208 - Pham Cong Thinh, Nguyen Tien Luan, Lam Duc Khai
A Hardware Implementation for Deep Reinforcement Learning Machine. 209-213 - Viet Dung Nguyen, Minh Phuong Luong, Hoang Khoi Do:
Endoscopic Image Classification using Block-based Color Feature Descriptors. 214-219 - Van Minh Duong, Thi Phuong Nguyen, Nhat Giang Phan, Van Hai Nguyen, Trung Thanh Nguyen:
Advanced Method for Detecting Multi-Component LFM Signals in a Complex Interference Environment. 220-225 - Ushik Shrestha Khwakhali
Fabric Defect Detection Using Gray Level Co-occurence Matrix and Local Binary Pattern. 226-231 - Jin Zhang
Side-Scrolling Platform Game Levels Reachability Repair Method and Its Applications to Super Mario Bros. 232-237 - Van-Son Ho, Huy Gia Vuong
Ensemble of Deep Neural Networks for Rice Leaf Disease Classification. 238-243 - Pham Ngoc Hung, Duong Tuan Anh:
Improving River Runoff Forecasting through Anomaly Detection and Repair. 250-255 - Chau M. Truong, Tai V. Pham, Minh N. Phan, Nhan D. T. Le, Thinh V. Nguyen, Quy T. Nguyen:
Converting a constituency treebank to dependency treebank for Vietnamese. 256-261 - Nguyen D. Vo
Empirical Study of Real-time One-Stage Object Detection Methods on Recyclable Waste Dataset. 268-273 - Viet Thuy Vu, Thomas Pernstal, Thomas K. Sjögren, Mats I. Pettersson
Image extra-coregistration based on GIP for radar applications. 274-278 - T. Thien-Ly Nguyen, Duc-Long Le, Van-Dien Nguyen:
Siamese network in face verification online learners. 279-282 - Hamid Eltom, Sithamparanathan Kandeepan:
Performance Analysis of HMM-Based Hard Fusion Cooperative Spectrum Prediction. 283-288 - Selvi Lukman, Yul Yunazwin Nazaruddin, Endra Joelianto, Bo Ai:
Performance Analysis of Received Signal Level for HSR using Optimized Path Loss Model. 289-293 - Ruchika S. B. M. Menama Rallage, Sithamparanathan Kandeepan:
Improving the Energy Efficiency of Aerial-Terrestrial Communication Using Relays. 294-299 - Linh Duc Tran
The Need for 2-Phase Design Paradigms in High-Throughput GALS Network-On-Chip Architectures. 305-310 - Asif Khan, Mohammad Kamrul Hasan, Taher M. Ghazal, Shayla Islam, Haitham M. Alzoubi, Umi Asma' Mokhtar, Rizwan Alam
Collaborative Learning Assessment via Information and Communication Technology. 311-316 - Yunsung Choi, Dongwoo Kim:
Simulation Results for Finding Optimal Battery Energy Storage Capacity in Decarbonizing the Power Sector of South Korea. 317-321 - Triet Minh Thai, Ngan Ha-Thao Chu, Anh Tuan Vo, Trong-Hop Do:
An Approach to Recommend Fishing Location and Forecast Fish Production by Using Big Data Analysis and Distributed Deep Learning. 322-327 - Hoang-Anh T. Nguyen, Ha-Dung Nguyen, Trong-Hop Do:
An Application of Vector Autoregressive Model for Analyzing the Impact of Weather And Nearby Traffic Flow On The Traffic Volume. 328-333 - Cao Truong Tran
Improving the performance of imputation methods for gene expression classification using feature selection. 334-339 - Hoang Duong Minh, Minh Nguyen Hoang, Lam Nguyen Tung, Manh Nguyen Duc, Khanh Nguyen Cong, Duc Duong Tran:
AICARE: Health Abnormality Detection of Elderly Automatically Using Deep Learning. 340-345 - Bui Cong Giao
Operating Model for Similarity Search in Streaming Time Series Using Multiresolution Index. 346-351 - Thi-Huyen Nguyen, Nguyen Van Hoan, Hoang-Viet Tran, Pham Ngoc Hung:
An Automated Program Repair Method Using Atomic Replacement for Java Programs. 358-363 - Nguyen Dinh Thuan, Nguyen Minh Nhut, Dang Minh Quan, Le Mai Duy Khanh:
Using Blockchain and Artificial Intelligence to build a Job Recommendation System for Students in Information Technology. 364-369 - Thong Duc Hong
Study on the Effects of Thermoelectric Module Arrangements on the Output Power and Pressure Drop of the Stationary Engine Thermoelectric Generator Unit. 370-375 - Doan Thi Hoai Thu, Le Duy Quang, Duc-Anh Nguyen, Pham Ngoc Hung:
A Method of Automated Mock Data Generation for RESTful API Testing. 376-381 - Tran Manh Cuong, Quang Nguyen Tien, Hieu Dinh Vo:
A Novel Recommendation Approach for API Sequences. 382-387 - Thu Anh Bui, Lam Nguyen Tung, Hoang-Viet Tran, Pham Ngoc Hung:
A Method for Automated Test Data Generation for Units using Classes of Qt Framework in C++ Projects. 388-393 - Dao Le Quang, Kien Vu Sy, Viet Hung Luu, Son Bao Pham, Quang Hung Bui:
Signboards Detection From Street-view Image Using Convolutional Neural Network: A Case Study in Vietnam. 394-397 - Huu-Sy Le, Tan Duy Le, Kha-Tu Huynh:
A Review on 3D Object Detection for Self-Driving Cars. 398-403 - Duc-Vu Nguyen, Ngan Luu-Thuy Nguyen:
Is word segmentation necessary for Vietnamese sentiment classification? 410-415 - Phat Nguyen Huu, Sy-Tuyen Ho, Chau Nguyen Le Bao, Minh Nguyen Anh, Luong Nguyen Thien, Hieu Nguyen Duc, Minh-Trien Pham, Dat Vu Tien, Quang Tran Minh:
Proposing XLSR Multilingual Model for Vietnamese Language Recognition. 416-421 - Tin Trung Thai, Synh Viet-Uyen Ha:
Post Processing Algorithm for Background Subtraction Model based on Entropy Approximation and Style Transfer Neural Network. 422-427 - Ngoc Toan Nguyen
An Ensemble Method for Sentiment Classification of Long Vietnamese Documents. 428-433 - Hung K. Nguyen, Anh T. Nguyen:
A Low-cost High-performance 2D-Convolution Accelerator for Deep Neural Networks in IoT. 440-445 - Do Thi Thu Hien, Hien Do Hoang, Phan The Duy, Do Thi Huong Lan, Van-Hau Pham:
A Method for Flexible Definition and Automatic Implementation of Laboratory Environment in Online Training Platforms. 452-457 - Trong Binh Hoang, Ly Vu, Quang Uy Nguyen:
A Data Sampling and Two-Stage Convolution Neural Network for IoT Devices Identification. 458-463 - Bui Le Ngoc Min, Quan Thanh Tho:
Enriching Relation representation vectors using Entity types and Dependency parse For Entity and Relation Extraction Model. 464-469 - Hoang-Quan Dang, Duy-Anh Nguyen, Phu-Phuoc Pham, Ngoc-Thinh Nguyen, Tan Chau, Duc-Vu Ngo, Trung-Hieu Nguyen, Chau-Thang Phan, The-Hien Trinh, Minh-Tri Nguyen, Trong-Hop Do:
NomNaOCR: The First Dataset for Optical Character Recognition on Han-Nom Script. 476-481 - Tam Doan Thanh, Xuan-Bach Ngo, Doan-Thinh Ngo, Mai-Vu Tran, Quang-Thuy Ha:
A Graph and PhoBERT based Vietnamese Extractive and Abstractive Multi-Document Summarization Frame. 482-487 - Khang Nhut Lam, My-Khanh Thi Nguyen, Khang Duy Nguyen, Nghia Hieu Nguyen, Kim-Yen Thi Nguyen, Andrew Ware:
SWVie-Food: A Dataset for Recognizing Foods in Southwest Vietnam Based on Deep Learning. 488-493 - Khoa N. Le, Vo Nguyen Quoc Bao:
Advanced-Outdated-CSI Opportunistic Relays. 494-497 - Tri-Nhut Do, Thi Huyen Pham, Minh-Son Nguyen:
Design of a System for the Camera-Based Location Estimation Algorithm Accuracy Assesment. 498-502 - Vladimir V. Shakhov, Insoo Koo:
Applying Change Point Detection Technique to Dynamically Support Network Security. 503-507 - Hoang-Gia Vu, Dai-Do Tran, Ngoc-Dai Bui, Thanh-Bang Le, Hai-Duong Nguyen:
Mapping Boolean Functions onto Lookup-Tables on FPGAs. 508-512 - Tang Nguyen-Tan, Long Thai Hoang, An Khanh Nguyen, Tien Do Minh, Binh Bui-Thanh, Phuoc Nguyen Tan Hoang
GPS Signal Reception and Spoofing Based on Software-Defined Radio Devices. 513-517 - Huynh Phuc Nghi, Tran Ngoc Thinh:
A CNN-Based Vehicle Identification Solution in Parking System With Hardware Accelerator on FPGA. 518-523 - Nhon V. Do, Thanh T. Mai, Long N. Hoang:
A Knowledge-Based Model for Designing the Knowledge Querying System in Education. 524-529 - Huong Duong To, Van Hai Ho, Phuc Do:
Vietnamese Fact Checking based on the Knowledge Graph and Deep Learning. 530-535 - Nguyen Le, Huong Bui
Mining Frequent Weighted Utility Patterns in Dynamic Quantitative Databases. 536-541 - Quoc-Cuong Nguyen, Manh-Tien Pham, Dinh-Duy Phan, Duc-Lung Vu:
Efficient Multi-Organ Segmentation Using HRNet And OCRNet. 542-547 - Viet Duc Do, Dinh Sinh Mai
Approaching semi-supervised collaborative learning model for remote sensing image analysis. 548-553 - Thuat Nguyen-Khanh
Building a Recruitment System Based on Blockchain and Federated Learning. 554-559 - Hoa Tran-Dang, Dong-Seong Kim:
Reinforcement Learning for Computational Offloading in Fog-based IoT Systems: Applications, and Open Research Issues. 560-565 - Tin Nguyen Chung Ta, Duy Pham-Khac, Quan Le-Trung:
Development of Libelium-based Reconfigurable Solutions For Smart City Applications. 566-571 - Toan Pham Van, Cong Nguyen Tu Xuan, Hoang Pham Minh:
SunFA - An open-source application for behavior analysis in online video-conferencing. 578-583 - Ho Huy Thai, Nguyen Duc Hieu, Nguyen Van Tho, Hien Do Hoang, Phan The Duy, Van-Hau Pham:
Adversarial AutoEncoder and Generative Adversarial Networks for Semi-Supervised Learning Intrusion Detection System. 584-589 - Tan Duy Le, Huynh Phuong Thanh Nguyen
Smart Grid Cyber-Attack Analysis and Countermeasures. 590-595 - Ngoc Dung Bui, Anh-Hung Le, Nguyen-Cac Tran:
Improving Power Efficiency and Down-Up Bandwidth Symmetry in GPON and XG-PON Coexistence. 596-599 - Du Quoc Thanh, Tran Huu Tin, Ngo Minh Nghia, Dang Le Khoa:
Performance Analysis of Suboptimal Multiuser Detection Algorithms Based on MPA in Uplink SM-SCMA System. 600-605 - Thi-Ngoc-Phuc Ho, Thuy-Linh Nguyen, Xuan-Ha Nguyen
Enhancing Explainability of Machine Learning-based Intrusion Detection Systems. 606-611 - Tuan-An To, Hoang-Chau Luong, Nham-Tan Nguyen, Trong-Tin Nguyen, Minh-Triet Tran, Trong-Le Do:
Deepfake Detection using EfficientNet: Working Towards Dense Sampling and Frames Selection. 612-617 - Do Minh Kha, Duc-Anh Nguyen, Minh Le Nguyen, Pham Ngoc Hung:
A Generator-based Method for Attacking Embedding-based Text Classifiers. 618-623 - Chien D. C. Ta, Linh My Ta:
Solving Multiple Variable Problems by Regression Models. 624-628 - Trung-Kien Le, Hoang-Minh-Quang Le
MSMA-Net: A Multi-scale Multidirectional Adaptation Network for Polyp Segmentation. 629-634 - Minh-Nhat Trinh
An Attention-PiDi-UNet and Focal Active Contour loss for Biomedical Image Segmentation. 635-640 - Hung Viet Pham, Minh Ngoc Dinh, Stanley Luong
Discussion on complexity and accuracy of high-performance concrete's compressive strength deep learning models. 647-652 - Chong Guan, Ding Ding, Jiancang Guo:
Web3.0: A Review And Research Agenda. 653-658 - Nghia Hieu Nguyen
UIT-HWDB: Using Transferring Method to Construct A Novel Benchmark for Evaluating Unconstrained Handwriting Image Recognition in Vietnamese. 659-664 - Ngoc-Phap Trinh, Anh-Khoa N. Tran, Trong-Hop Do:
Traffic Flow Forecasting using Multivariate Time-Series Deep Learning and Distributed Computing. 665-670 - Tan Chau, Minh-Tri Nguyen, Duc-Vu Ngo, Anh-Duc T. Nguyen, Trong-Hop Do:
Deep Reinforcement Learning methods for Automation Forex Trading. 671-676 - Bui Thi Mai Anh, Duong Viet Anh, Bui Quoc Trung:
A Filter Approach Based on Binary Integer Programming for Feature Selection. 677-682 - Tuan-Luc Huynh
Multilingual Communication System with Deaf Individuals Utilizing Natural and Visual Languages. 683-688 - Minh Tran, Duc Pham-Hi, Marc Bui:
Parameter Optimization for Trading Algorithms of Technical Agents. 689-694 - Nguyen D. Vo
Empirical Study of the Performance of Object Detection Methods on Road Marking Dataset. 695-700 - Loc Van Tran, Son Thanh Le, Ha Manh Tran
Empirical Study of Cryptocurrency Prices Using Linear Regression Methods. 701-706 - Vuong M. Ngo
Investigation, Detection and Prevention of Online Child Sexual Abuse Materials: A Comprehensive Survey. 707-713 - Chuong Dinh Le, Hoang Viet Pham, Duy A. Pham
A PM2.5 concentration prediction framework with vehicle tracking system: From cause to effect. 714-719 - Minh Thanh Vo, Duong Vu, Ham Nguyen, Huong Bui
Predicting Monthly Household Water Consumption. 726-730 - Trong-Hieu Nguyen Mau, Quoc-Huy Trinh
Multi Kernel Positional Embedding ConvNeXt for Polyp Segmentation. 731-736 - Hoang-Thi Nguyen Nguyen, Bao-Ngoc Nguyen Mac, Anh-Duy Tran
Deep Reinforcement Learning Approach Using Customized Technical Indicators for A Pre-emerging Market: A Case Study of Vietnamese Stock Market. 737-742 - Tieu P. M. Suong, Nguyen D. Cuong:
Applying Rule Post-Pruning to Condition-based Tree for Generating Concise Rules - a Simple, but Effective Method. 743-748
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