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Số người truy cập: 109,881,914 |
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TRUC
THI KIM, NGUYEN
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PERSONAL
INFORMATION
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Date of Birth: Dec.
18th, 1985
Place of Birth: Gia Lai Province, Vietnam
Gender: Female
Nationality: Vietnamese
Address: 24 Phan Ke Binh,
Hai Chau, Da Nang
Mobile phone: +84 - 975.131812
Email: ntktruc@dut.udn.vn
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RESEARCH
INTERESTS
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·
Image, video, acoustic scene, and lung sound
processing
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Machine Learning
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EDUCATION
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Bachelor of Engineering (Electrical Engineering)
Danang University of Technology, Vietnam
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2008
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Master in Computer Engineering
University of Ulsan, Ulsan, Korea
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2013
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PhD Student in Faculty of Electrical and Information Engineering
Graz University of Technology, Austria
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2022
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WORK EXPERIENCE
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Lecturer in Electrical
Engineering Department in Da
Nang University of Technology, The Danang University
Teaching
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Measurement Technique
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Industrial Communication Network and SCADA
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2008 - now
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RESEARCH EXPERIENCE
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Research Assistant
Embedded System Lab., University
of Ulsan, Ulsan, South Korea
Major Research Works Involved
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Machine Learning
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Video-based Fire and Smoke Detection
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Watermarking for Images and Videos
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2011 - 2013
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Research Assistant
Signal Processing and Speech
Communication Lab., Graz University of Technology, Austria
Major Research Works Involved
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Machine Learning
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Acoustic Scene Classification
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Lung Sound Classification
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2016 - 2022
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RELEVANT SKILLS
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Computer languages: Python, Matlab, C/C++,
Assembly, ...
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Computer applications: Microsoft Office,
Internet, …
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Foreign Languages: English
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Independent and team work
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PUBLICATIONS
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Truc Nguyen, Franz Pernkopf, Chapter 9 “Computational
Lung Sound Classification: A Review” in “State of the Art in Neural Networks and Their Applications Volume 2” , Elsevier Publisher, ISBN: 9780128198728, 2023
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2023
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Truc Nguyen, Nam Cao, Kim Anh Nguyen, “Pattern
Recognition for Fire and Smoke Detection and Watermarking”, LAP LAMBERT
Academic Publishing, ISBN-10 : 6203931152, ISBN-13 : 978-6203931150,
6 October 2022
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2022
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Truc Nguyen, Franz Pernkopf, “Lung Sound
Classification Using Co-tuning and Stochastic Normalization” IEEE
Transaction on Biomedical Engineering, 2022.
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2022
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Truc Nguyen, Franz Pernkopf, “Lung Sound
Classification Using Snapshot Ensemble of Convolutional Neural Networks”,
Proceeding of EMBC, Mexico, Nov. 2021.
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2021
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L. Pham, H.
Phan, T. Nguyen, R. Palaniappan, A. Mertins, I. McLoughlin, “Robust
Acoustic Scene Classification Using a Multi-Spectrogram Encoder-Decoder
Framework,” in Digital Signal Processing: A Review Journal, vol. 25, no. 8,
pp. 2938-2947, August 2021
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2021
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L. Pham, I.
McLoughlin, H. Phan, M. Tran, T. Nguyen and R. Palaniappan, “Robust
Deep Learning Framework for Predicting Respiratory Anomalies and Diseases” in
Proceeding of 42nd Annual International Conference of the IEEE Engineering in
Medicine & Biology Society (EMBC), pp. 164-167, Montreal, Canada, 2020.
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2020
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Truc Nguyen, Franz Pernkopf, “Lung Sound
Classification Using Snapshot Ensemble of Convolutional Neural Networks”,
Proceeding of EMBC, Montreal, Canada, Jul. 2020
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2020
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Truc Nguyen, Michal Kosmider, Franz Pernkopf,
“Acoustic Scene Classification for Mismatched Recording Devices Using
Heated-up Softmax and Spectrum Correction”, Proceeding of ICASSP, Barcelona,
Spain, May. 2020
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2020
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Truc Nguyen, Alexander Fuchs, Franz Pernkopf,
“Acoustic Scene Classification using Deep Mixture of Pre-trained
Convolutional Neural Networks”, Proceeding of ICMLA, Florida, USA, Dec. 2019
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2019
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Truc Nguyen, Franz Pernkopf, “Acoustic Scene
Classification with Mismatched Devices Using CliqueNets and Mixup Data
Augmentation”, Proceeding of Interspeech, Graz, Austria, Sep. 2019
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2019
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Truc Nguyen, Franz Pernkopf, “Acoustic Scene
Classification with Mismatched Recording Devices Using Mixture of Experts
Layer”, Proceeding of International Conference of Expo and Multimedia (ICME),
Shanghai, China, Jul. 2019
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2019
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Truc Nguyen, Franz Pernkopf, “Acoustic Scene
Classification Using A Convolutional Neural Network Ensemble and Nearest
Neighbor Filters”, Proceeding of Workshop on Detection and Classification of
Acoustic Scenes and Events (DCASE), Woking, UK, Nov. 2018
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2018
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Truc K. T. Nguyen, Myeongsu Kang, Yung-Keun Kwon, and
Jong-Myon Kim, “A Study on Effective Fire Detection Algorithm Combining
Multiple Heterogeneous Methods”, in Proc. of the Int. Conf. on Advanced
Information Technology and Sensor Application, Daejon, Korea, Feb. 2012
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2012
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Myeongsu Kang, Truc Nguyen,
Cheol-Hong Kim, and Jong-Myon Kim, “A Study on Color-Texture Image
Watermarking Based on Texture Analysis”, in Proc. of the Int. Conf. on
Advanced Signal Processing, Seoul, Korea, Mar. 2012
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2012
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Truc K. T. Nguyen and Jong-Myon Kim, “A Multi-Stage Optical
Smoke Detection Approach for Smoke Alarm Systems”, Optical Engineering
Journal (SCI)
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2012
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