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ORCIDICIIT 2023: Da Nang, Vietnam
- Proceedings of the 2023 8th International Conference on Intelligent Information Technology, ICIIT 2023, Da Nang, Vietnam, February 24-26, 2023. ACM 2023, ISBN 978-1-4503-9961-6
Session 1 - Software and Data Engineering
- Yuanjie Guo
, Kongfeng Zhu, Jihong Yan:
Arc Length Restricted Knot Vector Construction for NURBS Subdivision. 1-6 - Lam Thanh Tong, Loan Thi Kim Nguyen, Long Thanh Nguyen, Danh Van Huynh, Tien Van Nguyen, Hoang Ngoc Tran, Luyl-Da Quach:
Implementing VIETGAP Standard Based Shrimp Management System using Waterfall Model. 7-14 - Tuan Nguyen Thanh, Nhan Le Thanh, Ha Hoang Thi Thanh, Thao Ha Thi:
VeBPRu: A Toolchain for Formally Verifying Business Processes and Business Rules. 15-19 - Somchai Chatvichienchai:
Using Spreadsheet Software as an Effective Tool for an Online Quiz System. 20-26 - Phuc Quang Tran, Le Thi My Hanh, Hiep Xuan Huynh:
Opinion Mining with Interpretable Random Forests. 27-32
Session 2 - Data Communication and Network Security
- Duc Ngoc Minh Dang, Nhat Truong Pham:
Uplink registration-based MAC protocol for IEEE 802.11ah networks. 33-37 - John Irungu, Steffi Graham, Anteneh Girma, Thabet Kacem:
Artificial Intelligence Techniques for SQL Injection Attack Detection. 38-45 - Jianhui Li, Manlan Liu, Wuping Liu:
A Markov Chain Data Compression Method Based on Wavelet Transform in WSN. 46-51 - Mingxiao Niu, Linlan Liu, Jian Shu:
Link Quality Prediction for Wireless Networks: Current Status and Future Directions. 52-56 - Jianhui Li, Manlan Liu, Jianxi Peng, Xinyue Feng, Wuping Liu:
A Resource Scheduling Method for Mobile Cloud Computing based on Maximum Revenue. 57-61 - Huy Quang Nguyen, Kien Trung Dang, Tho Dai Nguyen:
A More Efficient System for Peer-to-Peer Botnet Detection. 62-70 - Xinyun He, Yuan Zhang, Lei Zhu:
Research on Evaluation of courier efficiency based on information entropy and data envelopment analysis. 71-77 - Rajesh Gupta, Nilesh Kumar Jadav, Sudeep Tanwar, Anand Nayyar:
Blockchain and AI-assisted Onion Routing Protocol for Strengthening Anonymity in Beyond 5G IoMVs Networks. 78-85
Session 3 - Modern Digital Information System and Application
- Luyl-Da Quach, Tien Quang Huynh, Uy Hoang Anh Cao, Khoi Minh Nguyen, Khoa Dang Nguyen, Tu Xuan Le, Phuoc-Hai Huynh:
First approach to Digitalize Academic Records in Viet Nam using Blockchain Technology: Provide concepts to apply Blockchain to decentralized academic record management in Viet Nam. 86-91 - Nhung Hong Pham, Tuan Le Anh Nguyen, Quyen Thi Le Tran:
Higo - History on the go: Apply mobile technology to enhance tourism experience through historical aspect. 92-96 - Mengxuan Han, Kongfeng Zhu, Jihong Yan:
Influence of Knot Vector on NURBS Interpolation. 97-105 - Masaomi Kimura, Mohammad Iqbal, Imam Mukhlash:
An Autoencoder Based ASCII Art Generator. 106-111 - Jiyoung Lim:
An Analysis of Child-Related Metaverse Perceptions through Text Mining: Focusing on comparison with news article and parent communities. 112-116
Session 4 - Image Detection and Identification Technology
- Huy Khanh Hua, Khang Hoang Nguyen, Luyl-Da Quach, Hoang Ngoc Tran:
Traffic Lights Detection and Recognition Method using Deep Learning with Improved YOLOv5 for Autonomous Vehicle in ROS2. 117-122 - Tolga Corbaci:
Anterior Segment Eye Abnormality Detection. 123-131 - Khang Hoang Nguyen, Huynh Vu Nhu Nguyen, Hoang Ngoc Tran, Luyl-Da Quach:
Combining Autoencoder and Yolov6 Model for Classification and Disease Detection in Chickens. 132-138 - Zhenjiang Shi, Fei Lu, Yingqun Liu, Haojing Huang, Jiayi Zheng, Xiting Chen, Jiangtao Li, Yongsheng Lin, Anxia Zhu, Lin Ke, Zhinan Chen, Xuhua Chen, Zhenwang Yang, Wenxin Wu:
Research on Road Sign Recognition of Visual Navigation Vehicle Based on the YOLO Deep Learning Algorithm. 139-144 - Anh Thi Lan Nguyen, Hong-Quan Do, Tung Trung Doan, Viet-Vu Vu, Cuong Le:
FGW-VnText: A Deep Learning-based System for Detecting and Recognizing Vietnamese Identity Cards and Citizen Identities. 145-151 - Ershang Tian, Juntae Kim:
De-hazing CCTV Images using Dark Channel Prior for Improved Vehicle Detection. 152-156 - Zhuo Yu, Xiaoqian Wang, Chao Gao, Huan Zhao, Zhihai Yao:
Highly robust single-round detection for computational ghost imaging based on orthogonal bases. 157-160 - Chen Li, Meilan Chen:
An Energy Activity Dataset for Smart Homes: A flexible OCR-based energy data acquisition approach using subsample convolutional neural networks. 161-171
Session 5 - Image Classification Technology Based on Machine Learning Aalgorithm
- Khang Quoc Nguyen, Anh Quynh Nguyen, Hoang Ngoc Tran, Luyl-Da Quach:
Classifying Rice Bacterial Panicle Blight by Combining YOLOv5 Model and Convolutional Neural Network. 172-176 - Cam Le, Lam Pham, Nghia NVN, Truong Nguyen, Le Hong Trang:
A Robust and Low Complexity Deep Learning Model for Remote Sensing Image Classification. 177-184 - Pham Ngoc Ha, Antoine Doucet, Giang Son Tran:
Vision Transformer for Pneumonia Classification in X-ray Images. 185-192 - Jongweon Kim, Hyeongcheol Park:
A Study on the Optimization of the CNNs for Adversarial Attacks. 193-198 - Phuoc-Hai Huynh, Luyl-Da Quach, Lan Thi Thu Le, Thanh-Nghi Doan:
Fine-Tuning Deep Neural Networks and SVM to improve Vietnamese Herbal Medicine Classification. 199-202 - Viet Tra, Hussein Al-Bazzaz, Manar Amayri, Nizar Bouguila:
Unsupervised Anomaly Detection using Deep Autoencoding Mixture of Probabilistic Principal Component Analyzers. 203-208 - Anh Quynh Nguyen, Khang Quoc Nguyen, Hoang Ngoc Tran, Luyl-Da Quach:
Using Optimization Algorithms to Improve The Classification Of Diseases On Rice Leaf Of EfficientNet-B4 Model. 209-215 - Xueting Han, Jihong Yan, Kongfeng Zhu:
De Boor Algorithm Based NURBS Subdivision in Terms of Arc Length. 216-222 - Thuan Van Tran, Luyl-Da Quach, Hoang Ngoc Tran, Viet Hoang Tran:
Evaluation of Chalkiness Based on Image Processing Approach: A Case Study in Vietnam. 223-228
Session 6 - Smart Image and Signal Processing Method
- Myoungbeom Chung:
Number-of-Passengers Counting System on Public Buses Using Beacon Technology and Smart Devices. 229-233 - Nhat Truong Pham, Duc Ngoc Minh Dang, Bich Ngoc Hong Pham, Sy Dzung Nguyen:
SERVER: Multi-modal Speech Emotion Recognition using Transformer-based and Vision-based Embeddings. 234-238 - Dehu Li, Qibin Sun, Dong Zhang, Peixin Tian:
Non-contact emotion analysis based on videos. 239-245 - Hien Nguyen Thi, Thi-Thu-Hong Phan, Cao Truong Tran:
Genetic Programming for Bee Audio Classification. 246-250 - Diem Thi Tran, Ngoc Quoc Tran, Thi Thu Khiet Dang, Dat Hoang Tran:
A Novel Approach for Long ECG Synthesis Utilize Diffusion Probabilistic Model. 251-258 - Van Vo, Bach Son Le, Huy Phuc Vo, Huong Thi Cam Nguyen, Phuong Huu Khanh Lam:
Build A Module for Improvement Real Time Speech enhancement using Long Short-term Memory Approach: Improvement Real Time Speech enhancement using Long Short-term Memory. 259-264 - Huan Zhao, Xiaoqian Wang, Chao Gao, Zhuo Yu, Zhihai Yao:
Enhancement of spatial resolution of second-order cumulants ghost imaging via low-pass spatial filter method. 265-270 - Phuc Hong Phan, Anh Quoc Nguyen, Luyl-Da Quach, Hoang Ngoc Tran:
Robust Autonomous Driving Control using Auto-Encoder and End-to-End Deep Learning under Rainy Conditions. 271-278 - Ching-Lieh Li, Bo-Lin Ke, Yu-Jen Chi:
Comparison of Two Local Rainfall Forecasting Models Applied for Smart Irrigation Systems. 279-285 - Genci Capi, Aya Shirai, Shin-ichiro Kaneko, Mamoru Tanimoto, Manaki Morii:
Application of deep learning to develop intelligent drones flying in outdoor environments. 286-293 - Shulong Zhuo, Jicheng Kan, Ru Jing:
Research on Bearing Fault Type Recognition Technology Based on RFNet Combined Neural Network. 294-301
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