• Advanced Institute of Engineering and Technology (AVITECH)

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    Publications

    2021

    [J1] Ha Manh Luu, Theo van Walsum, Daniel Franklin, Phuong Pham, Luu Vu, Adriaan Moelker, Marius Staring, Xiem Hoang, Wiro Niessen, and Nguyen Linh Trung. Efficiently compressing 3D medical images for teleinterventions via CNNs and anisotropic diffusion. Medical Physics, vol. 46, no. 6, pp. 2877-2890, 2021. [PDF, MATLAB Code]

    [J2] Le Trung Thanh, Nguyen Viet Dung, Nguyen Linh Trung, and Abed-Meraim Karim. Robust Subspace Tracking with Missing Data and Outliers: Novel Algorithm with Convergence Guarantee. IEEE Transactions on Signal Processing, vol. 69, pp. 2070-2085, 2021. [PDF, MATLAB Code]

    [J3] Nguyen Dinh Chinh, Luu Manh Ha, Guanghao Sun, Le Quoc Anh, Pham Thi Viet Huong, Tran Anh Vu, Tran Trong Hieu, Tran Duc Tan, Nguyen Vu Trung, Koichiro Ishibashi, Nguyen Linh Trung. Short-time cardio-vascular pulses estimation for dengue fever screening via continuous-wave Doppler radar using empirical mode decomposition and continuous wavelet transform. Biomedical Signal Processing and Control, vol. 65, no. 3, pp. 102361, 2021. [PDF]

    [J4] Khac Thuan Nguyen, The Nghia Nguyen, Trong Tinh Nguyen, Tomoyuki Yamamoto, and Nam Nhat Hoang. Unusual hydrogen implanted gold with lattice contraction at increased hydrogen content. Nature Communications, vol. 12, no. 1, pp. 1-9, 2021. [PDF]

    [J5] Nguyen Van Tham, Nguyen Ngoc Thanh, and Tran Trong Hieu. A model for building probabilistic knowledge-based systems using divergence distances. Expert Systems with Applications, vol. 174, pp.114494, 2021. [PDF]

    [J6] Lam Sinh Cong and Tran Xuan Nam. Fractional Frequency Reuse in Ultra Dense Networks. Physical Communication, pp. 101433, 2021. [PDF]

    [J7] Phung Manh Duong and Quang Ha. Safety-enhanced UAV Path Planning with Spherical Vector-based Particle Swarm Optimization. Applied Soft Computing, vol. 107, pp. 107376, 2021. [PDF]

    [J8] Le Trung Thanh, Nguyen Viet Dung, Nguyen Linh Trung, and Karim Abed-Meraim. Robust Subspace Tracking Algorithms in Signal Processing: A Brief Survey. REV Journal on Electronics and Communications, vol. 11, no. 1-2, pp. 16-25, 2021. [PDF]

    [J9] Do Thanh Dat, Nguyen Ngoc Tan, Dang Thi Huong Giang, Nguyen Nam Hoang, and Pham Minh Trien. Cluster-based Access Control Mechanism for Cellular D2D Communication Networks with Dense Device Deployment. International Journal of Advanced Computer Science and Applications (IJACSA), vol. 12, 2021. [PDF]

    [J10] Zhu Qiuchen, Dinh Tran Hiep, Phung Manh Duong, and Quang Ha. Hierarchical Convolutional Neural Network With Feature Preservation and Autotuned Thresholding for Crack Detection. IEEE Access, vol. 9, pp. 60201-60214, 2021. [PDF]

    [J11] Ouahbi Rekik, Karim Abed-Meraim, Mohamed Nait-Meziane, Anissa Mokraoui, and Nguyen Linh Trung. Maximum Likelihood based Identification for Nonlinear Multichannel Communications Systems. Signal Processing, pp. 108297, 2021.

    [J12] Duong Ngoc Son and Dinh Thi Thai Mai. Smartphone Indoor Positioning Based on Enhanced BLE Beacon Multi-lateration. Telekomnika Telecommunication, Computing, Electronics and Control, vol. 19, no.1, pp. 51-62, 2021.

    [J13] Dinh Thi Thai Mai, Duong Ngoc Son, and Nguyen Quoc Tuan. Developing a novel real-time indoor positioning system based on BLE beacons and smartphone sensors. IEEE Sensor Journal, vol. 21, no. 20, pp. 23055-23068, 2021.

    [J14] Pham Minh Tuan, Trong-Le Phan, Mouloud Adel, Eric Guedj, and Nguyen Linh Trung. AutoEncoder-Based Feature Ranking for Alzheimer Disease Classification using PET Image. Machine Learning with Applications, vol. 6, pp. 100184, 2021.

    [J15] Lanh Van Nguyen, Manh Duong Phung, and Quang Phuc Ha. Iterative Learning Sliding Mode Control for UAV Trajectory Tracking. Electronics, vol. 10, no. 20, pp. 2474, 2021.

    [J16] Truong Nhu, Pham Duy Hung, Ho Anh Van, and Trung Dung Ngo. Fuzzy-based Distributed Behavioural Control with Wall-Following Strategy for Swarm Navigation in Arbitrary-Shaped Environment. IEEE Access, vol. 9, pp. 139176-139185, 2021.

    [J17] Le Trung Thanh, Karim Abed-Meraim, and Nguyen Linh Trung. Misspecified Cramer–Rao Bounds for Blind Channel Estimation Under Channel Order Misspecification. IEEE Transactions on Signal Processing, vol. 69, pp. 5372-5385, 2021.

    [C1] Le Trung Thanh, Abed-Meraim Karim, Nguyen Linh Trung, and Adel Hafiane. A Fast Randomized Adaptive CP Decomposition for Streaming Tensors. IEEE International Conference on Acoustics, Speech, and Signal Processing (IEEE ICASSP), Jun 2021, Toronto, Canada. [PDF, MATLAB Code]

    [C2] Le Trung Thanh, Karim Abed-Meraim, Nguyen Linh Trung, and Remy Boyer. Adaptive Algorithms for Tracking Tensor-Train Decomposition of Streaming Tensors. 28th European Signal Processing Conference (EUSIPCO), Jan 2021, Amsterdam, The Netherlands. [PDF, MATLAB Code]

    [C3] Lam Sinh Cong, Tran Duc Tan, Pham Viet Huong, and Do Xuan Thu. On the Worst Case User Performance in Milliliter Cellular Networks. The International Conference on Intelligent Systems & Networks, May 2021, Ha Noi, Viet Nam. [PDF]

    [C4] Nguyen Thi Thu Trang, Nguyen Dai Tho, and Vu Duy Loi. A Hypercuboid-Based Machine Learning Algorithm for Malware Classification. 15th IEEE-RIVF International Conference on Computing and Communication Technologies (RIVF), June 2021, Ha Noi, Viet Nam. [PDF]

    [C5] Le Trung Thanh, Karim Abed-Meraim, and Nguyen Linh Trung. Performance lower bounds of blind system identification techniques in the presence of channel order estimation error. 29th European Signal Processing Conference (EUSIPCO), August 2021, Durbin, Ireland. [PDF]

    [C6] Do Hai Son, Tran Thi Thuy Quynh, Tran Viet Khoa, Dinh Thai Hoang, Nguyen Linh Trung, Nguyen Viet Ha, Dusit Niyato, Diep N. Nguyen, and Eryk Dutkiewicz. An effective framework of private Ethereum blockchain network for smart grid. 2021 International Conference on Advanced Technologies for Communications (ATC), October 2021, Ho Chi Minh City, Vietnam. [Best paper award]

    [C7] Duong Ngoc Son and Dinh Thi Thai Mai. On the accuracy of iBeacon-based Indoor Positioning System in the iOS platform. 18th International Multi-Conference on Systems, Signals & Devices (SSD), pp. 54–58, March 2021, Monastir, Tunisia.

    [C8] Ouahbi Rekik, Anissa Mokraoui, Tran Quynh, Thanh Trung Le, and Karim Abed-Meraim. Side Information Effect on Semi-Blind Channel Identification for MIMO-OFDM Communications Systems. The 55th (Asilomar), November 2021, Pacific grove, United States.

    [C9] Pham Duy Hung and Trung Dung Ngo. A Variant of Boids Rules: Reducing Jerky Motion through Eliminating Heading Disturbance. 2021 IEEE International Symposium on Robotic and Sensors Environments (ROSE), October 2021, Canada.

    2020

    [J1] Tran Thi Thuy Quynh, Ngo Khac Hoang, Nguyen Van Ly, Nguyen Linh Trung, Nguyen Quoc Tuan, Ejder Bastug, Sylvain Azarian, Le Vu Ha, Vo Nguyen Quoc Bao, Tran Xuan Nam, Merouane Debbah, and Pierre Duhamel. Network coding with multimedia transmission and cognitive networking: An implementation based on software-defined radio. REV Journal on Electronics and Communications, vol. 10, no. 3-4, pp. 72-84, 2020. [PDF, Source Code]

    [J2] Nguyen Viet Dung, Phan Huy, Mansour Ali, Coatanhay Arnaud, and Marsault Thierry. On the proof of recursive Vogler algorithm for multiple knife-edge diffraction. IEEE Transactions on Antennas and Propagation, vol. 69, no. 9, pp. 3617-3622, 2020. [PDF]

    [J3] Lin Ying-Dar, Truong Duc Tai, Lai Yuan-Cheng, Li ChiYu, Ali Asad, and Dinh Thi Thai Mai. Proxy-based Federated Authentication: A Transparent Third-party Solution for Cloud-Edge Federation. IEEE Network, vol. 34, no. 6, pp. 220-227, 2020. [PDF]

    [J4] Tran Nghi Phu, Nguyen Dai Tho, Le Huy Hoang, Nguyen Ngoc Toan, and Nguyen Ngoc Binh. An Efficient Algorithm to Extract Control Flow-based Features for IoT Malware Detection. The Computer Journal, vol. 64, no. 4, 2020. [PDF]

    [J5] Phung Manh Duong and Ha Quang. Motion-Encoded Particle Swarm Optimization for Moving Target Search Using UAVs. Applied Soft Computing, vol. 97, pp. 106705, 2020. [PDF]

    [J6] Mohamed Nait-Meziane, Karim Abed Meraim, Zhipeng Zhao, and Nguyen Linh Trung. On the Gaussian Cramér-Rao Bound for Blind Single-Input Multiple-Output System Identification: Fast and Asymptotic Computations. IEEE Access, vol. 8, pp. 166503-166512, 2020. [PDF]

    [J7] Nguyen Thanh Cong, Yuris Mulya Saputra. Nguyen Ngoc Tan, Tran Viet Khoa, Bui Minh Tuan, Diep Nguyen, Dinh Thai Hoang, Vu Xuan Thang, Eryk Dutkiewicz, Symeon Chatzinotas, and Bjorn Ottersten. A Comprehensive Survey of Enabling and Emerging Technologies for Social Distancing—Part I: Fundamentals and Enabling Technologies. IEEE Access, vol. 8, pp. 153479-153507, 2020. [PDF]

    [J8] Nguyen Thanh Cong, Yuris Mulya Saputra. Nguyen Ngoc Tan, Tran Viet Khoa, Bui Minh Tuan, Diep Nguyen, Dinh Thai Hoang, Vu Xuan Thang, Eryk Dutkiewicz, Symeon Chatzinotas, and Bjorn Ottersten. A Comprehensive Survey of Enabling and Emerging Technologies for Social Distancing—Part II: Emerging Technologies and Open Issues. IEEE Access, vol. 8, pp. 1154209-154236, 2020. [PDF]

    [J9] Tran Cong Nam, Nguyen Nam Hoang, and Hoang Trong Minh. Proactive link handover deploying coordinated transmission for indoor visible light communications (VLC) networks. Journal of Optical Communications, pp. 000010151520190282, 2020. [PDF]

    [J10] Luong Quang Ha, Tran Duc Tan, Nguyen Linh Trung, Huynh Huu Tue, and Do Ngoc Minh. Simulation study of two-dimensional viscoelastic imaging of soft tissues using the extended Kalman filter for tumor detection. Simulation: Transactions of The Society for Modeling and Simulation International, vol. 96, no. 5, pp. 435-447, 2020. [PDF]

    [J11] Do Thanh Dat, Nguyen Minh Hien, Nguyen Nam Hoang, and Pham Minh Trien. Điều khiển truy nhập ưu tiên trong mạng truyền thông di động D2D. Tạp chí Khoa học Công nghệ Thông tin Truyền thông, pp. 78-84, 2020. [PDF]

    [J12] Le Trung Thanh, Nguyen Thi Anh Dao, Nguyen Viet Dung, Nguyen Linh Trung , and Karim Abed-Meraim. Multi-channel EEG epileptic spike detection by a new method of tensor decomposition. Journal of Neural Engineering, vol. 17, no. 1, pp. 016023, 2020. [PDF]

    [J13] Hoang Hong Son, Pham Cam Phuong, Walsum Theo van, and Luu Manh Ha. Liver Segmentation on a Variety of Computed Tomography (CT) Images Based on Convolutional Neural Networks Combined with Connected Components. VNU Journal of Science: Computer Science and Communication Engineering, vol. 36, no. 1, pp. 25-37, 2020. [PDF]

    [J14] Tomoyuki Yamamoto, Masato Yoshiya, and Hoang Nam Nhat. Recent Progress in Nanostructured Functional Materials and Their Applications. Materials Transactions, vol. 61, no. 12, pp. 2435-244, 2020. [PDF]

    [C1] Nguyen Ngoc Tan, Nguyen N Diep, Dinh Thai Hoang, Nguyen Van Huynh, Nguyen Nam Hoang, Nguyen Quoc Tuan, and Eryk Dutkiewicz. Energy Trading and Time Scheduling for Energy-Efficient Heterogeneous Low-Power IoT Networks. IEEE Global Communications Conference (GLOBECOM), December 2020, Taiwan. [PDF]

    [C2] Nguyen Hong Thinh, Nguyen Huu Hoang Son, and Pham Thi Viet Huong, Nguyen Thi Cuc Nhung, Do Thi Ram, Nguyen Thanh Binh Minh, and Luu Manh Ha. A Web-Based Tool for Semi-Interactively Karyotyping the Chromosome Images for Analyzing Chromosome Abnormalities. 7th NAFOSTED Conference on Information and Computer Science (NICS), December 2020, Vietnam.

    [C3] Yuki Iwata, Koichiro Ishibashi, Guanghao Sun, Luu Manh Ha, Han Trong Thanh, Nguyen Linh Trung, and Do Trong Tuan. Non-contact Heartbeat Detection by using CW-Doppler Radar under Respiratory Artifact. The 2nd ASEAN – UEC Workshop on Energy and AI, 2020.

    [C4] Bui Minh Tuan, Ta Duc Tuyen, Nguyen Linh Trung, and Nguyen Viet Ha. Autoencoder-based friendly jamming. IEEE Wireless Communications and Networking Conference (WCNC), May 2020, Seoul, South Korea. [PDF]

    [C5] Tran Viet Khoa, Yuris Mulya Saputra Dinh Thai Hoang, Nguyen Linh Trung, Nguyen N Diep, Nguyen Viet Ha and Eryk Dutkiewicz. Collaborative learning model for cyberattack detection systems in IoT industry 4.0. IEEE Wireless Communications and Networking Conference (WCNC), May 2020, Seoul, South Korea. [PDF]

    [C6] Nguyen Thanh Trung, Trinh Dinh Hoan, Nguyen Linh Trung, Tran Thi Thuy Quynh, and Luu Manh Ha. Dilated residual convolutional neural networks for low-dose CT image denoising. 16th IEEE Asia-Pacific Conference on Circuits and Systems (APCCAS), December 2020, Ha Long Bay, Vietnam. [PDF]

    [C7] Hoang Dang Kien, Nguyen Dai Tho, and Vu Duy Loi. IoT Malware Classification Based on System Calls. The 2020 IEEE-RIVF International Conference on Computing and Communications Technologies (RIVF), October 2020 Ho Chi Minh, Vietnam. [PDF]

    [C8] Kieu Minh Viet, Nguyen Dai Tho, and Nguyen Thanh Thuy. A Way to Estimate TCP Throughput under Low-Rate DDoS Attacks: One TCP Flow. The 2020 IEEE-RIVF International Conference on Computing and Communications Technologies (RIVF), October 2020 Ho Chi Minh, Vietnam. [PDF]

    [C9] Tran Xuan Tuyen, Dinh Tran Hiep, Le Vu Ha, Zhu Qiuchen, and Ha Quang. Defect detection based on singular value decomposition and histogram thresholding. IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM), July 2020, Massachusetts, USA. [PDF]

    [C10] Yuki Iwata, Koichiro Ishibashi, Guanghao Sun, Luu Manh Ha, Han Trong Thanh, Nguyen Linh Trung, and Do Trong Tuan. Contactless heartbeat detection from CW-doppler radar using windowed-singular spectrum analysis. 42nd International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), July 2020, Montreal, Quebec, Canada. [PDF]

    [C11] Nguyen Viet Dung, Phan Huy, Mansour Ali, and Coatanhay Arnaud. VoglerNet: multiple knife-edge diffraction using deep neural network. 14th European Conference on Antennas and Propagation (EuCAP), March 2020, Copenhagen, Denmark. [PDF]

    2019

    [J1] Nguyen Van Tham, Nguyen Ngoc Thanh, and Tran Trong Hieu. A distance-based approach for merging probabilistic knowledge bases. Journal of Intelligent & Fuzzy Systems. vol 37, no. 6, pp. 7265-7278, 2019. [PDF]

    [J2] Nguyen Thanh Trung, Trinh Dinh Hoan, Nguyen Linh Trung, and Marie Luong. Low-dose CT image denoising using image decomposition and sparse representation. REV Journal on Electronics and Communications, vol. 9, no. 3-4, pp. 78-88, 2019. [PDF]

    [J3] Nguyen Thi Anh Dao, Le Trung Thanh, Nguyen Viet Dung, Nguyen Linh Trung, and Le Vu Ha. New feature selection method for multi-channel EEG epileptic spike detection system. VNU Journal of Science: Computer Science and Communication Engineering, vol. 35, no. 2, pp. 47-59, 2019. [PDF]

    [J4] Tran Cong Nam, Nguyen Nam Hoang, and Hoang Trong Minh. Lightbeam Configuration Method and Interference Elimination Resource Scheduling for Indoor Multibeam VLC Networks. Journal of Optical Communications, 2019. [PDF]

    [J5] Nguyen Viet Dung, Di Renzo Marco, Vedaprabhu Basavarajappa, Beatriz Bedia Exposito, J José Basterrechea, and Dinh Thuy Phan Huy. Spatial modulation based on reconfigurable antennas: Performance evaluation by using the prototype of a reconfigurable antenna. EURASIP Journal on Wireless Communications and Networking, vol. 1, pp. 1-17, 2019. [PDF]

    [C1] Le Thanh Xuyen, Le Trung Thanh, Nguyen Linh Trung, Tran Thi Thuy Quynh, and Nguyen Duc Thuan. EEG Source Localization: A New Multiway Temporal – Spatial Spectral Analysis. 6th NAFOSTED Conference on Information and Computer Science (NICS), December 2019, Vietnam. [PDF]

    [C2] Nguyen Thanh Trung, Trinh Dinh Hoan, Nguyen Linh Trung, and Luu Manh Ha. Robust Denoising of Low-Dose CT Images Using Convolutional Neural Networks. 6th NAFOSTED Conference on Information and Computer Science (NICS), December 2019, Vietnam. [Best paper award, PDF]

    [C3] Le Trung Thanh, Nguyen Viet Dung, Nguyen Linh Trung, and Karim Abed Meraim. Robust subspace tracking with missing data and outliers via ADMM. 27th European Signal Processing Conference (EUSIPCO), September 2019, Spain. [PDF, MATLAB Code]

    [C4] Nguyen Ngoc Tan, Nguyen Van Huynh, Dinh Thai Hoang, Nguyen Diep, Nguyen Nam Hoang, Nguyen Quoc Tuan, and Dutkiewicz Eryk. Energy Management and Time Scheduling for Heterogeneous IoT Wireless-Powered Backscatter Networks. IEEE International Conference on Communications (ICC), May 2019, China. [PDF]

    [C5] Nguyen Van Tham, Nguyen Ngoc Thanh, and Tran Trong Hieu. Algorithms for Merging Probabilistic Knowledge Bases. 11th Asian Conference on Intelligent Information and Database Systems (ACIIDS), April 2019, Yogyakarta, Indonesia. [PDF]

    [C6] Nguyen Viet Dung, Di Renzo Marco, Mansour Ali, Coatanhay Arnaud, and Nguyen Linh Trung. A closed-form expression of the BER of reconfigurable antenna aided space shift keying (SSK). 19th International Symposium on Communications and Information Technologies (ISCIT), September 2019, Vietnam. [PDF]

    [C7] Tran Cong Nam, Nguyen Nam Hoang, and Hoang Trong Minh. Coordinated Multi-channel Transmission Scheme for Indoor Multiple Access Point VLC Networks. 19th International Symposium on Communications and Information Technologies (ISCIT), September 2019, Vietnam. [PDF]

    [C8] Hoang Hong Son, Pham Cam Phuong, Franklin Daniel, Walsum Theo van, and Luu Manh Ha. An Evaluation of CNN-based Liver Segmentation Methods using Multi-types of CT Abdominal Images from Multiple Medical Centers. 19th International Symposium on Communications and Information Technologies (ISCIT), September 2019, Vietnam. [PDF]

    [C9] Nguyen Hong Thinh, Hoang Hong Son, Chu Thi Phuong Dung, Vu Quang Dung, and Luu Manh Ha. A video-based tracking system for football player analysis using Efficient Convolution Operators. International Conference on Advanced Technologies for Communications (ATC), October 2019, Ha Noi, Vietnam. [PDF]

    [C10] Tran Thi Thuy Quynh, Nguyen Van Ly, Ngo Khac Hoang, Nguyen Quoc Tuan, E. Bustug, S. Azarian, Merouan Debbah, and P. Duhamel. Network Coding and Information Security in Industry 4.0. 1st ASEAN IVO Workshop on Cybersecurity and Information Security in Industry 4.0, 26 – 28/03/2019, VNU-UET. [PDF]

    [C11] Tran Thi Thuy Quynh, Tran Viet Khoa, Nguyen Van Ly, and Nguyen Linh Trung. Network coding with multimedia transmission: A software-defined-radio based implementation. International Conference on Recent Advances in Signal Processing, Telecommunications and Computing (SigTelCom), March 2019, Ha Noi, Vietnam. [PDF]

    [C12] Le Thanh Xuyen, Le Trung Thanh, Nguyen Linh Trung, Tran Thi Thuy Quynh, and Nguyen Duc Thuan. EEG tensor representation using graph signal processing. 2019 KICS Korea-Vietnam International Joint Workshop on Communications and Information Sciences, November 2019, Ha Noi, Vietnam.

    2018

    [J1] Hassan Boulkhrif, Manh Ha Luu, Adriaan Moelker, and Theo van Walsum. Accuracy of semi-automated versus manual localization of liver tumors in CT-guided ablation procedures. European Radiology, vol. 28, no. 12, pp. 4978–4984, 2018. [PDF]

    [J2] Nguyen Linh Trung, Nguyen Viet Dung, Messaoud Thameri, Truong Minh Chinh, and Karim Abed-Meraim. Low-complexity adaptive algorithms for robust subspace tracking. IEEE Journal of Selected Topics in Signal Processing, vol. 12, no. 6, pp. 1197-1212, 2018. [PDF]

    [J3] Luu Manh Ha and Moelker Adriaan, Klein Stefan, Niessen Wiro, and Walsum Theo van. Quantification of non-rigid liver deformation in radiofrequency ablation interventions using image registration. Physics in Medicine & Biology, vol. 63, no. 17, pp. 175005, 2018. [PDF]

    [J4] Le Trung Thanh, Nguyen Linh Trung, Nguyen Viet Dung, and Karim Abed-Meraim. Three-way tensor decompositions: A generalized minimum noise subspace-based approach. REV Journal on Electronics and Communications, vol. 8, no. 1–2, pp. 28–45, 2018. [PDF]

    [J5] Nguyen Thi Anh Dao, Nguyen Linh Trung, Nguyen Van Ly, Tran Duc Tan, Nguyen The Hoang Anh, and Boualem Boashash. A multistage system for automatic detection of epileptic spikes. REV Journal on Electronics and Communications, vol. 8, no. 1–2, pp. 1–13, 2018. [PDF]

    [J6] Nguyen Van Tham and Ngoc Thanh Nguyen, Trong Hieu Tran, and Do Kieu Loan Nguyen. Method for Restoring Consistency in Probabilistic Knowledge Bases. Cybernetics and Systems, vol. 49, no. 5–6, pp. 317-338, 2018. [PDF]

    [J7] Le Thanh Xuyen, Le Trung Thanh, Dinh Van Viet, Tran Quoc Long, Nguyen Linh Trung and Nguyen Duc Thuan. Deep Learning for Epileptic Spike Detection. VNU Journal of Science: Computer Science and Communication Engineering, vol. 33, no. 2, pp. 1-13, 2018. [PDF]

    [C1] Do Duc Dong, Phuc Thai Dinh, Vu Thi Ngoc Anh, and Nguyen Linh Trung. An Efficient Ant Colony Optimization Algorithm for Protein Structure Prediction. The 12th International Symposium on Medical Information and Communication Technology (ISMICT), March 2018, Sydney, NSW, Australia. [PDF]

    [C2] Luu Manh Ha, Hoang Hong Son, Nguyen Hong Thinh, Adriaan Moelker, Tran Duc Tan and Theo Van Walsum. Impact of Enhancement Featureson Image Registration for Liver Cancer Interventions Using CT Images. The 12th International Symposium on Medical Information and Communication Technology (ISMICT), March 2018, Sydney, NSW, Australia. [PDF]

    [C3] Nguyen Linh Trung, Truong Minh Chinh, Nguyen Viet Dung, and Karim Abed-Meraim. A Non-Linear Tensor Tracking Algorithm for Analysis of Incomplete Multi-Channel EEG Data. The 12th International Symposium on Medical Information and Communication Technology (ISMICT), March 2018, Sydney, NSW, Australia. [PDF]

    [C4] Nguyen Van Tham and Tran Trong Hieu. Solving Inconsistencies in Probabilistic Knowledge Bases via Inconsistency Measures. The 10th Asian Conference on Intelligent Information and Database Systems (ACIIDS), March 2018, DongHoi, Vietnam. [PDF]

    [C5] Manh Ha Luu, Hassan Boulkhrif, Adriaan Moelker, Theo van Walsum. Registration evaluation by de-enhancing CT images. The 8th International Workshop on Biomedical Image Registration (WBIR), June 2018, Leiden, Netherlands.

    [C6] Gokhan Gunay, Sebastian van der Voort, Manh Ha Luu, Adriaan Moelker, Stefan Klein. Local image registration uncertainty estimation using polynomial chaos expansions. The 8th International Workshop on Biomedical Image Registration (WBIR), June 2018, Leiden, Netherlands. [PDF]

    [C7] Nguyen Van Tham, Ngoc Thanh Nguyen, and Trong Hieu Tran. Framework for Merging Probabilistic Knowledge Bases. International Conference on Computational Collective Intelligence (ICCCI), September 2018, Bristol, UK. [PDF]

    [C8] Nguyen Thi Anh Dao, Le Trung Thanh, Nguyen Linh Trung, and Le Vu Ha. Nonnegative tensor decomposition for EEG epileptic spike detection. NAFOSTED Conference on Information and Computer Science (NICS), December 2018, Hanoi, Vietnam. [Best paper award, PDF]

    [C9] Trần Công Nam, Nguyễn Nam Hoàng, and Hoàng Trọng Minh. Cơ chế lập lịch tài nguyên trong mạng truyền thông ánh sáng nhìn thấy sử dụng trạm phát đa chùm sáng. Hội nghị quốc gia REV-ECIT, December, 2018. [PDF]

    [C10] Khương Thị Oanh and Nguyễn Nam Hoàng. Kỹ thuật truyền dẫn đa điểm phối hợp trong mạng truyền thông ánh sáng nhìn thấy. Hội nghị quốc gia REV-ECIT, December, 2018. [PDF]

    [C11] Phạm Văn Giỏi, Nguyễn Nam Hoàng, and Hoàng Trọng Minh. Giao thức chuyển giao liên kết trong mạng truyền thông ánh sáng nhìn thấy. Hội nghị quốc gia REV-ECIT, December, 2018. [PDF]

     
     

     

     

    SAME CATEGORY

    DLAD: Image Entropy Reduction via Anisotropic Diffusion Steered by Probability Map from CNNs

    Medical images are often very large and medical image compression is important in teleradiology and teleinterventions. Medial image compression is challenging due to the quality of the images should remain sufficient for medical purpose. The lossless compression methods do not degrade the quality of the image, however their compression ratios are often very low. This […]

    Network coding

    Network coding (NC) is considered a breakthrough to improve throughput, robustness, and security of wireless networks. Although the theoretical aspects of NC have been extensively investigated, there have been only few experiments with pure NC schematics. This work presents an implementation of NC under a two-way relay model and extends it to two non-straightforward scenarios: […]

    ATT: Adaptive Algorithms for Tensor Train Decomposition of Streaming Tensors

    Tensor-train (TT) decomposition has been an efficient tool to find low order approximation of large-scale, high-order tensors. Existing TT decomposition algorithms are either of high computational complexity or operating in batch-mode, hence quite inefficient for (near) real-time processing. In this work, we propose a novel adaptive algorithm for TT decomposition of streaming tensors whose slices […]