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Thông tin giảng viên

Thông tin giảng viên

Họ tên:
Bùi Ngọc Dũng
Năm sinh:
1977
Học hàm:
GV
Học vị:
Tiến sĩ
Khoa viện:
Khoa Công nghệ thông tin
Thâm niên giảng dạy:
14 năm
Bộ môn:
Mạng và HTTT
Điện thoại:
02437664682
• Computer Vision, Machine Learning, Pattern Recognition, BioInformatic, Human/Brain Computer Interaction, Neuroscience, Complexity Network
STT Thời gian Nội dung
1 01-01-2005 Ngoc Dung Bui, “Application of Information Technology in Making the Signal Shapes”, University project, 2005.
2 01-01-2015 Ngoc Dung Bui, “Machine Learning in Vietnamese Language Processing”, University project, 2014.
3 01-06-2016 Nguyen Thi Hai Binh and Bui Ngoc Dung, "Research and Deverlope the Real Time Face Recognition System base on Eigenface using Neural Network", University project, 2016-2017
4 01-11-2016 Nguyen Duc Du and Bui Ngoc Dung, "Research and Building the Collection and Sharing System through Social Network", University project, 2015.
5 01-06-2017 Bui Ngoc Dung, Tran Vu Hieu and Nguyen Thi Hai Binh, "Research and Apply Complex Network to Assess the Optimization and Robust of Publication Bus", University Project, 2017-2018
6 01-01-2018 Member, "Research of situation analysis and activity recognition system using omni-direction cameras for monitoring and warning emergency situations for elderly people",Ministry of Education and Teaching Bilateral Project with Germany, 2018-2020
7 20-01-2019 Ngoc Dung Bui, “Research on Vehicles Classification System from Images based on Hierarchical Features and Deep Learning”, University Special Project, 2019-2021
STT Từ ngày Đến ngày Địa điểm Nội dung
1 01-03-2007 01-08-2011 Korea University, Korea Ph.D Candidate
2 12-02-2012 01-05-2013 Nanyang Technologycal University, Singapore Researcher
3 01-09-2013 01-03-2015 Malaysia University of Science and Technology, Malaysia Ph.D
4 01-01-2016 31-12-2016 Vietnam Reviewer, 5th International Conference on Informatics, Electronics & Vision (ICIEV) - IEEE, Banglades
5 01-11-2016 31-12-2016 Vienna University of Technology (TU WIEN), Austria Post Doctoral
6 15-05-2017 10-06-2017 Vietnam Reviewer, The 2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2017), China
7 05-07-2017 25-07-2017 Japan Reviewer, 6th International Conference on Informatics, Electronics & Vision (ICIEV) - IEEE, Japan
8 01-03-2018 Vietnam Reviewer, Journal of Universal Computer Science ̣(SCI)
9 25-07-2018 16-09-2018 Vietnam-Japan International Program Committee member, ICIEV, 2018
10 20-01-2019 Vietnam Reviewer, Journal of Internet Technology
11 23-10-2019 Technical Program Committee, The 5th International Conference on Next Generation Computing 2019, Thailand.
STT Thời gian Bài báo
1 16-09-2013 Google
2 01-04-2014 Google
3 06-06-2014 Ngoc Dung Bui, David Asirvatharm, Md Gapar Md Johar, and Siew Ann Cheong, “Model-Free Analysis of Single fMRI Time Series Based on Spatial Synchronization”, International Journal of Electronics Communication and Computer Engineering, pp: 977-982, 2014
4 01-10-2014 Ngoc Dung Bui, David Asirvatharm, and Md Gapar Md Johar, “Functional Discrimination of fMRI Data from Multiple Subjects”, International Journal of Advanced Research in Computer Science and Software Enginerring, pp:177-184, 2014
5 01-03-2015 Ngoc Dung Bui and Sellappan Palaniappan, “Estimation of Brain Dynamic Interactions with Time-varying Vector Autoregressive Model”, International Journal of Emerging Trends & Technology in Computer Science, pp: 83-87, 2014
6 08-06-2015 Thai Le Luong, Thi Hong Nhung Bui, Sellappan Palaniappan and Ngoc Dung Bui, “A Digital watermarking scheme based on Hybrid Secret Key and Singular Value Decomposition”, Journal of Advanced and Applied Sciences, pp: 22-27, 2015
7 06-07-2015 Ngoc Dung Bui and Sellappan Palaniappan, “Group Analysis of Time-Varying Brain Connectivity using Nonparametric Bayesian Modelling”, Journal of Advanced and Applied Sciences, pp: 10-17, 2015.
8 01-09-2015 Cao Phuong Thao, Nguyen Thi Hau, Bui Ngoc Dung, “A Hybrid method to determine the interdependence of different regions in functional magnetic resonance imaging”, Transport and Communications Science Journal, vol (48), pp 123-129, in Vietnamese
9 01-09-2015 Nguyen Duc Du and Bui Ngoc Dung, “TF-IDF and SVD for Website Information Retrieval”, Transport and Communications Science Journal, vol (49) pp 59-65 , in Vietnamese
10 10-09-2015 Pham Xuan Tich and Bui Ngoc Dung, “Algorithm to statistical maximum independent regions in the brain based on the fMRI”, Transport and Communications Science Journal, Special volume, in Vietnamese, (special vol) pp 225-229, 2015, in Vietnamese
11 10-03-2016 Ngoc Dung Bui, Hieu Cuong Nguyen, Sellappan Palaniappan and Siew Ann Cheong, “Feature Selection Based on Synchronization Analysis for Multiple fMRI Data”, Lecture Notes in Artificial Intelligence, Springer, pp. 679-687, 2016.
12 17-11-2016 Nguyen Thi Hai Binh and Bui Ngoc Dung, “Robust and Adaptive Shadow Detection in Surveillance Systems using Gaussian Processes”, The 12th IEEE-RIVF International Conference on Computing and Communication Technologies, 2016.
13 15-02-2017 Ngoc Dung Bui, Hieu Vu Tran, Xuan Tich Pham, Binh T. H. Binh Nguyen, "Complex Network Analysis of Bus Network in Hanoi, Vietnam", Proceedings of the Eastern Asia Society for Transportation Studies, Vol.11,2017
14 17-05-2017 Binh T. H. Nguyen, Vu Hieu Tran, Ngoc Dung Bui, "Robust Lip Feature Detection in Facial Images", 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery 2017, China, pp. 831-835, 2017
15 30-08-2017 H. V. Tran, P. T. Cao, H. T. Thi, T. T. Nguyen, D.D. Nguyen, N. D. Bui, "Building Smart City using the Internet of Thing in Developing Countries", International Conference on Smart Management of Infrastructures (ICSMI), pp. 179-184, 2017.
16 30-08-2017 Ngoc Dung Bui, Hieu Vu Tran, Binh T. H. Nguyen, "Computer Vision Application in Intelligent Transportation Systems", International Conference on Smart Management of Infrastructures (ICSMI), pp. 133-140, 2017.
17 10-11-2017 Vu Hieu Tran, Binh T. H. Binh Nguyen, Ngoc Dung Bui, "Cloud Computing - A Review on Benefits and Challenges", Science, Engineering & Education Journal, vol. 2(1), 2017, pp. 41-49
18 01-02-2018 Ngoc Dung Bui, Binh. T. H. Nguyen, Phuong Thao Cao, Viet Dung Nguyen, "Adaptive Shadow Detection in Intelligent Transportation Systems using Gaussian Processes", International Conference on Information, System and Convergence Applications, Bangkok, Thailand, February, 2018
19 20-03-2018 Ngoc Dung Bui, Hieu Vu Tran & Siew Ann Cheong, “Applying Complex Network Approach to Research Robustness of Hanoi Bus Network”, Complexity Conference 2018 “Complexities of Time”, Nanyang Technological University, Singapore, March, 2018
20 21-03-2018 Xuan Tung HOANG, Tien Dzung NGUYEN, Ngoc Dung BUI, The Phong LE, "Proportional Fairness Applied for a Monetization Platform of Free Wifi Networks", Complexity Conference 2018 - Theme: Complexities of Time, Singapore, March 2018
21 30-03-2018 Ngoc Dung Bui, Hieu Vu Tran, Binh T. H. Nguyen, "AUTOMATIC RAILWAY SIGNS RECOGNITION BASED ON NEURAL NETWORK", Railways Development - Experience of Vietnam and China, Vietnam, pp. 160-166, March 2018
22 25-06-2018 Binh T. H. Nguyen, Hieu Vu Tran and Ngoc Dung Bui, "Human Upper Body Detection in Still Images Based on Extended PCA", 7th International Conference on Informatics, Electronics & Vision, Japan, 2018, pp. 14-18
23 06-09-2018 Ngoc Dung Bui, "Multiple Vehicles Tracking in Transportation Surveillance Systems", The 2018 International Conference on Building Smart City in Vietnam: Vision and Solutions Ho Chi Minh City, Vietnam, pp. 90-95, Sept 2018
24 08-11-2018 Bùi Ngọc Dũng, Trần Vũ Hiếu, "ĐEO BÁM MỤC TIÊU RADAR BẰNG BỘ LỌC KALMAN MỞ RỘNG/RADAR TARGET TRACKING BASED ON EXTENDED KALMAN FILTER", Tạp chí KHGTVT, Số Đặc biệt, pp. 57-62, 2018.
25 08-11-2018 Phạm Văn Mạnh, Bùi Ngọc Dũng, "NHẬN DẠNG HÀNH ĐỘNG CỬ CHỈ CỦA NGƯỜI DỰA TRÊN PHÂN TÍCH HÌNH ẢNH LỊCH SỬ CHUYỂN ĐỘNG/HUMAN ACTION RECOGNITION BASED ON MOTION HISTORY IMAGE ANALYSIS", Tạp chí KHGTVT, Số Đặc biệt, pp. 34-42, 2018.
26 22-11-2018 Viet Dung Nguyen, Le Minh Dong, Kim Huor Lim and Ngoc Dung Bui, "Combination of Gabor Filter and Convolutional Neural Network for Suspicious Mass Classification", The 22nd International Computer Science and Engineering Conference (ICSEC 2018), Thailand, 2018
27 26-11-2018 Binh T.H. Nguyen, Hieu Vu Tran, Viet Dung Nguyen, Ngoc Dung Bui, "Fingerprint Segmentation using Local Texture Information", Join Conference The International Conference on Computer Engineering, Network and Intelligent Multimedia - The 11th AUN-SEED-Net Regional Conference on Computer and Information Engineering, Indonesia, pp. 31-34, Nov. 2018
28 20-12-2018 28. Yen-Lien T. Nguyen, Trung-Dung Nghiem, Anh-Tuan Le & Ngoc Dung Bui, “Development of the Typical Driving Cycle for Buses in Hanoi, Vietnam”, Journal of the Air & Waste Management Association, Vol. 6(4), pp. 423-437, 2018
29 25-12-2018 Xuan Tung Hoang and Ngoc Dung Bui, "An Enhanced Semantic-based Cache Replacement Algorithm for Web Systems", RIVF 2019, pp. 142-147, 2019
30 22-05-2019 Trung-Dung Nghiem, Yen-Lien T. Nguyen, Anh-Tuan Le, Ngoc-Dung Bui, Tuyen Pham Huu, "Development of the specific emission factors for buses in Hanoi, Vietnam", Environmental Science and Pollution Research, Accepted, 2019
31 28-05-2019 Hieu Vu Tran, Ngoc Dung Bui and Siew-Ann Cheong, "Quantifying the Air Quality In Hanoi Using a Complex Temporal Network Approach", Conference on Complex Systems (CCS) 2019, Singapore, Accepted
32 28-05-2019 Xuan Tung Hoang and Ngoc Dung Bui, "Centralized implementation of traffic flow routing for SDN networks", Conference on Complex Systems (CCS) 2019, Singapore, Accepted.
33 28-05-2019 Ngoc Dung Bui, Tien Thanh Bui, Xuan Huan Nguyen and Tran Hieu Nguyen, "Digital Twin for Structural Health Monitoring of Transportation Infrastructures", Conference on Complex Systems (CCS) 2019, Singapore, Accepted.
34 10-09-2019 Ngoc Dung Bui, Hieu Vu Tran, Binh T. H. Nguyen, "Traffic Signs Detection using Convolutional Neural Networks", EASTS, Colombo, Sri Lanka, Oct 2019.
35 10-10-2019 Yen-Lien T. Nguyen, Ngoc Dung Bui, Trung-Dung Nghiem, Anh-Tuan Le, "GPS Data Processing For Driving Cycle Development In Hanoi, Vietnam", Journal of Engineering Science and Technology, Accepted
36 16-10-2019 Hieu Vu Tran, Cheong Siew Ann, Ngoc Dung Bui, “Complex Network Analysis of the Robustness of the Hanoi - Vietnam Bus Network, Journal of Systems Science and Complexity, Vol. 32(5), pp. 1251–1263, 2019.
37 20-12-2019 Ngoc Dung Bui and Xuan Tung Hoang, "Multiple Vehicles Tracking in Intelligent Transportation System using Convolutional Neural Network and Kalman Filter", The 5th International Conference on Next Generation Computing 2019, Chiang Mai, Thailand, December, 2019
STT Thời gian xuất bản Tiêu đề
1
STT Từ ngày Đến ngày Họ tên Trình độ Tóm tắt đề tài nghiên cứu
1 01-05-2016 19-06-2017 Nguyen Duy Bang Học viên Feature Extraction Methods for Facial Recognition
2 01-09-2016 19-06-2017 Ngo Van Nam Học viên Vehicle Recognition using Gaussian Mixture Model and Optical Flow
3 01-09-2016 19-06-2017 Nguyen Hoang Long Học viên Multiple Objects Tracking using Kalman Filter
4 01-06-2017 31-01-2018 Phan Tai Thien Học viên Breath Cancer Prediction using Random Forest
5 01-08-2017 13-01-2018 Phung Van Huy Học viên Medical Image Segmentation using Local Gaussian Distribution
6 01-01-2018 30-06-2018 Nguyen Trong Bac Học viên Deep Learning for Handwritten Recognition
7 01-01-2018 30-06-2018 Vu Tu Ban Học viên Machine Learning for Spam Email Detection
8 01-06-2018 08-12-2018 Pham Van Manh Học viên Human Action Recognition in Camera Surveillance
9 01-12-2018 31-05-2019 Tran Dinh Nam Học viên Nghien cuu ung dung HOG trong nhan dang doi tuong
10 03-06-2019 28-12-2019 Nguyen Dong Dong Học viên Nhan dang khuon mat su dung GAN

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