Conferences

2022

  1. Thi Linh Hoang and Viet Cuong Ta. “Dynamic-GTN: Learning an Node Efficient Embedding in Dynamic Graph with Transformer.” In 2022 19th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2022). (Rank B).
  2. Lam, Sinh Cong, Nam Hoang Nguyen, Vu Thien Tran, and Viet-Cuong Ta. “Power Control in a modified Strict Frequency Reuse Algorithm Utilizing Q-Learning.” In 2022 IEEE Ninth International Conference on Communications and Electronics (ICCE), pp. 48-52. IEEE, 2022. https://ieeexplore.ieee.org/abstract/document/9852036.
  3. Thi Linh Hoang and Viet Cuong Ta. ” Effect of Cluster-based Sampling on the Over-smoothing Issue in Graph Neural Network.” In 2022 14th International Conference on Knowledge and Systems Engineering (KSE), pp. 1-6. IEEE.
  4. Bang Giang Le and Viet Cuong Ta. ” Distill Knowledge in Multi-task Reinforcement Learning with Optimal-Transport Regularization.” In 2022 14th International Conference on Knowledge and Systems Engineering (KSE), pp. 1-6. IEEE.
  5. Pham, Tuan Dung, Thi Thanh Thuy Pham, and Viet Cuong Ta. “En-SeqGAN: An Efficient Sequence Generation Model for Deceiving URL Classifiers.” Asian Conference on Intelligent Information and Database Systems. Springer, Singapore, 2022.

2021

  1. Pham Tuan Dung, Thi Thanh Thuy Pham, Sy Tuong Hoang, and Viet Cuong Ta. “Exploring Efficiency of GAN-based Generated URLs for Phishing URL Detection.” In 2021 International Conference on Multimedia Analysis and Pattern Recognition (MAPR), pp. 1-6. IEEE, 2021.
  2. Hoang Thi Linh, Tuan Dung Pham, and Viet Cuong Ta. “Improving Graph Convolutional Networks with Transformer Layer in social-based items recommendation”. In 13th International Conference on KNOWLEDGE AND SYSTEMS ENGINEERING (KSE 2021).

2020

  1. Pham Tuan Dung, Ta Viet Cuong, and Pham Thi Thanh Thuy, Le Thanh Ha. Reducing Blocking Artifacts in CNN-Based Image Steganography by Additional Loss Functions. In: The 2020 International Conference on Knowledge and Systems Engineering (KSE), November 2020, Can Tho, Vietnam.
  2. Tung Pham Thanh, Chau Ma Thi, Tuan Nguyen Manh, Linh Le Dinh and Ha Le Thanh . Compression Artifacts Image Patch database for Perceptual Quality Assessment. In: The 2020 International Conference on Knowledge and Systems Engineering (KSE), November 2020, Can Tho, Vietnam.

2019

  1. Tung-Long Vuong, Do-Van Nguyen, Tai-Long Nguyen, Cong-Minh Bui, Hai-Dang Kieu, Viet-Cuong Ta, Quoc-Long Tran, Thanh-Ha Le, Sharing Experience in Multitask Reinforcement Learning, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI2019). Main track. Pages 3642-3648. https://doi.org/10.24963/ijcai.2019/505
  2. Hoang-Anh The Nguyen, Anh Tuan Do, Thanh Ha Le, The Duy Bui. A deep sparse autoencoder method for automatic EOG artifact removal. Control, Automation and Systems (ICCAS), 2019 19th International Conference on (pp. 346-351).
  3. Nguyen The Hoang Anh, Thanh Ha Le, The Duy Bui. A Stacking Ensemble Learning Model for Mental State Recognition towards Implementation of Brain Computer Interface. In Proceedings of 6th NAFOSTED Conference on Information and Computer Science (NICS), 2019. (accepted for publication).
  4. Hoàng Anh Nguyễn Thế, Huy Hoàng Trần, Anh Tuấn Đỗ, Quốc Vương Đỗ and Thanh Hà Lê, “Phương pháp sử dụng mạng tự mã hóa thưa trong loại nhiễu tín hiệu điện não tự động, theo thời gian thực”, Kỷ yếu Hội thảo Quốc gia CNTT lần thứ 22, 2019.
  5. Sylvain Lagrue, Nathalie Chetcuti-Sperandio, Fabien Delorme, Chau Ma Thi, Duyen Ngo Thi, Karim Tabia, and Salem Benferhat. 2019. An Ontology Web Application-based Annotation Tool for Intangible Culture Heritage Dance Videos. In Proceedings of the 1st Workshop on Structuring and Understanding of Multimedia heritAge Contents (SUMAC ’19). ACM, New York, NY, USA, 75-81.
  6. Hoàng Tiểu Bình, Ma Thị Châu, Ngô Thị Duyên, Lê Thanh Hà, Đinh Quang Trung, Xây dựng học liệu điện tử hỗ trợ giảng dạy kịch hát dân tộc dựa trên công nghệ 3D và thực tại ảo, HNUE Journal of Science, 4/2019, 40-50.

2018

  1. Tung Pham Thanh, Duong Dinh Trieu, Xiem Hoang Van, Tien Vu Huu, and Thanh Ha Le, Coding distortion modelling method for local image perception, The 10th International Conference on Knowledge and Systems Engineering (KSE2018), Ho Chi Minh City, Vietnam, Nov., 2018.
  2. Nhung Nguyen, Stuart Perry, Thanh Ha Le and Thuy Nguyen Thi, Pavement Crack Detection using Convolutional Neural Network, The 9th International Symposium On Information And Communication Technology (SoICT2018), Da Nang City, Vietnam, Dec., 2018.
  3. Huy-Hoang Tran, Hoang-Anh T. Nguyen, Quoc-Vuong Do, Thanh Ha Le, EOG Detection using Haar Wavelet Transform toward implementation of an IOT Brain computer interface, Hội thảo Quốc gia “Một số vấn đề chọn lọc của Công nghệ thông tin và Truyền thông”, Thái Bình, 2018.
  4. Van-Viet Doan, Duy-Hung Nguyen, Quoc-Long Tran, Do-Van Nguyen and Thanh-Ha Le, Real-time Image Semantic Segmentation Networks with Residual Depth-wise Separable Blocks, Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems in conjunction with Intelligent Systems Workshop 2018 (SCIS&ISIS2018), Toyama, Japan, Dec. 2018.
  5. Tran Thanh Huyen, Thinh Cao Duc, Koichi Yamada and Do-Van Nguyen, Incremental Updating Methods with Three-way Decision Models in Incomplete Information Systems, Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems in conjunction with Intelligent Systems Workshop 2018 (SCIS&ISIS 2018), pp.27-32, Toyama, Japan, Dec. 2018.
  6. Do-Van Nguyen, Tung-Long Vuong, Hai-Dang Kieu, Linh Pham, Thanh-Ha Le
    Vision Memory for Target Object Navigation using Deep Reinforcement Learning: An Emperical Study, IEEE International Conference on Systems, Man, and Cybernetic (IEEE SMC2018), Myazaki Japan, Oct. 2018.
  7. Ta Viet-Cuong, Trung-Kien Dao, Dominique Vaufreydaz, and Eric Castelli.
    Smartphone-based user positioning in a multiple-user context with Wi-Fi and Bluetooth, International Conference on Indoor Positioning and Indoor Navigation (IPIN2018), pp. 206-212. IEEE, 2018
  8. Duc-Thinh Bui, Trong-Dat Tran, Thi-Thuy Nguyen, Quoc-Long Tran and Do-Van Nguyen, Aerial Image Semantic Segmentation using Neural Search Network Architecture, Multi-Disciplinary International Conference on Artificial Intelligence (MIWAI2018), Hanoi, Vietnam, Nov. 2018.
  9. Khac-Phong Do, Le-Minh Nguyen, A study on integrating distinct classifiers with bidirectional LSTM for Slot Filling task. The 10th International Conference on Knowledge and Systems Engineering (KSE2018), Ho Chi Minh City, Vietnam, Nov., 2018.
  10. Khac Phong Do and Thi Chau Ma and Hoang Giang Cao and Thi Thu An Nguyen (2018) Region-based deformation transfer. In: 2018 The 5th NAFOSTED Conference on Information and Computer Science (NICS), 23-24 November 2018, Ho Chi Minh city, Vietnam.
  11. Tieu Binh Hoang and Thi Chau Ma and Sugimoto Akihiro and The Duy Bui, Selecting active frames for action recognition with 3D convolutional network. International Conference on Computer and Communication Engineering (ICCCE), September, Malaysia, 2018.
  12. Telli Abdelmoutia and Thi Chau Ma and Bourahla Mustapha and Tabia Karim and Benferhat Salem (2018), AniAge Ontology for Movement Classification in Vietnamese Dance. The International Conference on Pattern Recognition and Artificial Intelligence, Montréal, Canada, May 2018.
  13. Thi Chau Ma and Thanh Thuy Nguyen, A Labanotation based ontology for representing Vietnamese folk dances. International Conference on Digital Arts, Media and Technology, 18-24 March, Chieng Rai, Thailand, 2018.

2017

  1. T.D. Cao, K. Yamada, M. Unehara, I Suzuki, Nguyen Do Van, Rough set in imperfect decision systems, Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent, Japan, 2017.
  2. Srivatsa Prativadibhayankaram, Luong Van Huynh, Le Thanh Ha, André Kaup, Compressive Online Robust Principal Component Analysis with Optical Flow for Video Foreground-Background Separation, in Proc of the 8th International Symposium on Information and Communication Technology (SoICT2017), Nha Trang, 2017.
  3. Nguyen Minh Hoa, Vuong Tung Long, Nguyen Dinh Nam, Nguyen Do Van, Nguyen Thi Thuy, Le Thanh Ha, Moving Object Detection in Compressed Domain for High Resolution Videos, in Proc of the 8th International Symposium on Information and Communication Technology (SoICT), Nha Trang, 2017.
  4. Trung Kien Hoang and Kim Hung Nguyen and Xuan Thanh Nguyen and Thi Chau Ma and Thi Duyen Ngo, Single View Image Based – 3D Human Pose Reconstruction. In: The 2017 International Conference on Knowledge and Systems Engineering (KSE), 19-21 October 2017, Hue, Vietnam.
  5. Ma Thi Chau, Karim Tabia, Sylvain Lagrue, Le Thanh Ha, The Duy Bui, Thuy Nguyen-Thanh. Annotating Movement Phrases in Vietnamese Folk Dance Videos. IEA/AIE (2) pp. 3-11, 2017.

2016

  1. Thi Hong Nhan Vu, Yang Koo Lee, Oyun-Erdene Namsrai, Activity Recognition based on Clustering Methods for Senior Homecare Services, FITAT2016, April 2016.
  2. Thi Hong Nhan Vu, Yang Koo Lee, Oyun-Erdene Namsrai, Activity Recognition based on Clustering Methods for Senior Homecare Services, FITAT2016, April 2016.
  3. Viet Anh Nguyen, Thanh Ha Le and Thuy Thi Nguyen, Single Camera Based Fall Detection Using Motion and Human Shape Features, The 7th International Symposium on Information and Communication Technology (SoICT 2016), Dec. 8-9, Ho Chi Minh city, Vietnam.
  4. Minh Le Dinh, Long Vuong Tung, Xiem Hoang Van, Duong Dinh Trieu, Tung Pham Thanh, and Thanh Ha Le, Improving 3DTV View Synthesis Using Motion Compensated Temporal Interpolation, The International Conference on Advanced Technologies for Communications (ATC 2016), October 12 – 14, 2016, Hanoi, Vietnam.
  5. Nguyen Thi Huong Thao, Vu Huu Tien, Vu Van San, Hoang Van Xiem, Thanh Ha Le, and Dinh Trieu Duong, Side information creation using adaptive block size for distributed video coding, The International Conference on Advanced Technologies for Communications (ATC 2016), October 12 – 14, 2016, Hanoi, Vietnam.
  6. Xiem Hoang Van, Dinh Trieu Duong, and Thanh Ha Le, Spatial – Temporal Feature Extraction based Adaptive Search Range for Effective Frame Rate Up – Conversion, The International Conference on Advanced Technologies for Communications (ATC 2016), October 12 – 14, 2016, Hanoi, Vietnam.
  7. Tung Long Vuong, Dinh Minh Le, Thi Thuy Le, and Thanh Ha Le, Pre-rendered subtitles removal in video sequences using text detection and inpainting, International Conference on Electronics, Information and Communication (ICEIC 2016), January 27-30, 2016, Danang, Vietnam.
  8. Linh D. Nguyen, Chuc D. Man, Nhung T.T. Nguyen, Hung Q. Bui, Thanh T.N.Nguyen, Standardization procedure for automatic environmental data: a case study in Hanoi, Vietnam, Proc. of The Eighth International Conference on Knowledge and Systems Engineering (KSE 2016).
  9. Dung T. Pham, Chuc D. Man, Hung Q. Bui, Thanh T.N. Nguyen, Chung M.Doan, Optimizing GLCNMO version 2 method to detect Vietnam’s urban expansion, Proc. of The Eighth International Conference on Knowledge and Systems Engineering (KSE 2016).
  10. Bui Quang Hung, Nguyen Thi Nhat Thanh, Nguyen Hai Chau, Application of ICT to environment management and monitoring, Proc. of The 2nd International Joint Conference IJCC, 2016, pp. 125 – 130.
  11. Hung V. Luu, Chuc D. Man, Ke C. Luong, Hung Q. Bui, Thanh T.N. Nguyen, Air pollution mapping from high spatial resolution satellite images: a case study in Hanoi, Proc. of The 2nd International Joint Conference IJCC, 2016, pp. 130 – 135.
  12. Nong Thi Hoa, The Duy Bui: Classifying human body postures by a two-neuron fuzzy neural network. RIVF, pp142-146, 2016.

2015

  1. Thanh Ha Le, Seongjo Lee, Seung-Won Jung, and Chee Sun Won, Reduced Reference Quality Metric for Depth Images, Advanced Multimedia and Ubiquitous Engineering, Lecture Notes in Electrical Engineering, Volume 352, pp. 117-122, 2015.

2014

  1. Thi Hong Nhan, Yang Koo Lee, Thanh Ha Le, Forecasting moving object position based on temporal patterns, IPIN 2014, Busan, Korea October 2014.
  2. Thi Duyen Ngo, Thi Hong Nhan Vu, Viet Ha Nguyen, The Duy Bui, Improving simulation of continuous emotional expressions by analyzing video of human facial activities, PRIMA 2014, Australia, pp.222-237, December 2014.
  3. Van Hoang Nguyen, Tien Dung Nguyen, Huy Hoang Truong, Nguyen Hoang Hoa Luong, Thanh Ha Le, A Low Complexity Fusion Method for VNREDSat-1 Images, in Proc. of The First NAFOSTED Conf. on Information and Computer Science, pp. 485-496, Hanoi, 2014.
  4. Thanh Nam Pham, Xuan Thanh Nguyen, Viet Hung Luu, Quang Hung Bui, Thanh Ha Le, Region-of-Interest Tracking Method for Video Plus Depth Coding, in Proc. of ICEIC 2014, pp. 96-99, Kota Kinabalu, Malaysia, Jan., 2014.

2013

  1. Quang Hiep Vu, Thi Hong Nhan Vu, Keun Ho Ryu, Constructing a System for Monitoring, Managing Groundwater in the Industrial Zones of Hanoi City, FITAT/ISPM 2014, Thailand, August 2014.
  2. Quang Hiep Vu, Meijing Li, Thi Hong Nhan Vu, Keun Ho Ryu, A novel clustering method for animal trajectory analysis using Wireless Sensor Network, Conference on Awareness Science and Technology and Ubi-Media Computing (pp.249 – 255), 11- 2013.
  3. Thi Hong Nhan Vu, An Android-based Intelligent Tourism Recommendation System, 6th International Conference FITAT 2013, 9-2013.
  4. Quang Hiep Vu, Thi Hong Nhan Vu, Youngil Kim, Predicting the intended wildlife movement in the Wireless Sensor Networks, 6th International Conference FITAT 2013, 9-2013.
  5. Nguyen Le Tran, Thanh Cong Do, Ba Tung Nguyen, Viet Cuong Ta, Thanh Ha Le, Contour Based Hand Gesture Recognition Using Depth Data , in Proc. of SIP 2013, pp. 60-64, Jeju, Korea, 2013.
  6. Tien Dung Nguyen, Huu Hiep Hai Nguyen, Thanh Ha Le, Trademark Image Retrieval Based on Scale, Rotation, Translation Invariant Features, in Proc. of RIVF 2013, pp. 282-285, Hanoi, Vietnam, Nov. 2013.
  7. Thi Nhat Thanh Nguyen, Viet Cuong Ta, Thanh Ha Le, and S. Mantovani, Particulate Matter concentration Estimation from satellite aerosol and meteorological parameters, data-driven approaches, in Proc. of KSE 2013, Hanoi, Vietnam, Oct. 2013.
  8. Ngoc Tuan Nguyen, Thi Nhat Thanh Nguyen, Thanh Ha Le, Text Recognition Method for Trademark Images, in Proc. of ICEIC 2013, pp.201-203, Bali, Indonesia, Jan. 30 ~ Feb. 2, 2013.
  9. Thanh Ha Le, Jae-Young Cho, Hyun-Ji Kim, and Sung-Jea Ko, Illumination-Adaptive Color Reproduction Method for Daylight Condition, in Proc. of ICEIC 2013, pp.189-190, Bali, Indonesia, Jan. 30 ~ Feb. 2, 2013.

2012

  1. Thanh Ha Le, Lei Lei, Dae-Hwan Kim, and Sung-Jea Ko, A New Interpolation Method Based on Non-Local Similarity, in Proc. of ICEIC 2012, pp.162-163, Jeongseon, Korea, Feb. 1 ~ Feb. 3, 2012.
  2. Minh Duc Nguyen, The Duy Bui, Thi Hong Nhan Vu and Thi Nhat Thanh Nguyen, Real-time Action Recognition based on Infinite Impulse Response filter and Local Binary Pattern, in the proc. of 3rd Int. Workshop on Empathic Computing(IWEC2012), IWEC-2012, Malaysia, September 2012.
  3. Thi Hong Nhan Vu, Yang Koo Lee, The Duy Bui, Trajectory Classification Using Spatiotemporal Sequence, in Proceeding of the ACM 5th International Conference FITAT 2012, pp.168-171, Mongolia, August 2012.
  4. Thi Hong Nhan Vu, Yang Koo Lee, Development of a Mobile Tourism System, in Proceeding of the ACM 5th International Conference FITAT 2012, pp.162-167, Mongolia, August 2012
  5. Thi Hong Nhan Vu, Yang Koo Lee, Quang Hiep Vu, The Duy Bui, A user context recognition for ubiquitous computing systems, ICCM2012, IEEE, Korea, pp.568-573, April 1, 2012
  6. Thi Hong Nhan Vu, The Duy Bui, Quang Hiep Vu, Viet Cuong Ta, A Breadth-First Search Based Algorithm for Mining Frequent Movements From Spatiotemporal Databases, in the Proceeding of the 2012 International Conference on Convergence Technology, pp.22-25, Vietnam, January 2012.
  7. Viet Cuong Ta, Thi Hong Nhan Vu, The Duy Bui, A Multi-Agent Architecture for Smart Home, in the Proceeding of the 2012 International Conference on Convergence Technology, pp.26-29, Vietnam, January 2012.

2011

  1. Thi Hong Nhan Vu, Yang Koo Lee, Quang Hiep Vu, The Duy Bui, Mining Constraint-Based Patterns in Moving Object Database, In the proceeding of the 6th International Conference on Computer Sciences and Convergence Information Technology, IEEE, Korea, pp. 1046-1051, November 29~December 1, 2011.
  2. Su Wook Ha, Yang Koo Lee, Thi Hong Nhan Vu, Keun Ho Ryu, Spatiotemporal Data Stream Management over Sensor Network Application, in the proceeding of the 6th International Conference on Computer Sciences and Convergence Information Technology, IEEE, Korea, pp.1062-1068, November 29~December 1, 2011.
  3. Thi Hong Nhan Vu, Yang Koo Lee, Thanh Ha Le, The Duy Bui, Location-based Information Disseminating System with Integration of Various Georeferenced Data, in Proceeding of the ACM 4th International Conference FITAT/DBMI 2011, ACM, pp.69-74, Korea, May 2011.
  4. Thi Hong Nhan Vu, A Framework for Detecting Health Condition of a Mobile Subject, Invited Talk in Proceeding of the 4th International Conference FITAT/DBMI 2011, ACM, pp.14-15, Korea, May 2011.
  5. Kwang Hyeon Lim, Yang Koo Lee, Thi Hong Nhan Vu, Kyong Ho Bae, Min Heo, Query Processing Algorithm for Spatiotemporal Sensor Data Stream, in Proceeding of the 4th International Conference FITAT/DBMI 2011, ACM, pp.100-102, Korea, May 2011.
  6. Thanh Ha Le, S. W. Jung, T. D. Bui, T. D. Dinh, and S. J. Ko, Motion Vector Refinement Algorithm for the High Defnition Video Coding, in Proc. of CES-CUBE, Jeju, Dec., 2011.
  7. Khuong Duy Nguyen, The Duy Bui, Thanh Ha Le, Barcode Identification in Heavily Blurred Images, in Proc. of PReMI 2011, pp. 116-121, Moscow, Russia.
  8. Thanh Ha Le, Sung-Ho Lee, Won-Jae Park, Jong-Woo Han, and Sung-Jea Ko, Fast Face Detection Based on Skin Color Segmentation and Gradient-Based Cost-Function, in Proc. of ITC-CSCC, pp. 430-432, Gyeongju, Korea, Jun. 19 ~ Jun. 22, 2011.

2010

  1. Thi Hong Nhan Vu, Namkyu Park,  Heart Rate Variability Pattern Recognition in Ambulatory Environments, in Proceeding of IEEE 40th International Conference on Computers & Industrial Engineering, Soft Computing Techniques for Advanced Manufacturing and Service Systems, Japan, July 2010.

2009

  1. Thanh Ha Le, Hye-Soo Kim, Chun-Su Park, Seung-Won Jung, and Sung-Jea Ko, Bitrate Reduction Using FMO for Video Streaming over Packet Networks, in Proc. of WCSET 2009, vol.37, pp.316-318, 2009.
  2. Seung-Won Jung, Hye-Soo Kim, Thanh Ha Le, Seung-Jin Baek, and Sung-Jea Ko, A Novel Deinterlacing Algorithm Based on Adaptive Polynomial Interpolation, in Proc. of WCSET 2009, vol.37, pp.301-303, 2009.

2008

  1. Thi Hong Nhan Vu, Jun Wook Lee, Yongmi Lee, Hiseok Kim, Keun Ho Ryu, An HRV Patterns Discovering Neural Network for Mobile Healthcare Services, in Proceeding of IEEE 8th International Conference on Computer and Information Technology Workhops, Australia, pp.92-97, July 2008.
  2. Vu Thi Hong Nhan, Bum Ju Lee, Keun Ho Ryu, Discovery of Frequent Sequence Patterns in Moving Object Databases, in Proceeding of Korea Information Processing Society (KIPS) Journal, 2008.
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