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ResearcherID: Q-5965-2016
Scopus Author ID: 25923584900
SciProfiles: 2344504

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Van Lang University: Ho Chi Minh City, VN

2022-10-01 to 2032-09-30 (Laboratory for Mechatronics, Institute for Computational Science and Artificial Intelligence)
Employment
Source: Self-asserted source
Sy Dzung Nguyen

Works (40)

Centroid-based clustering validity: method and application to quantification of optimal cluster-data space

Soft Computing
2024-10 | Journal article
DOI: 10.1007/s00500-024-09871-0
Contributors: Sy Dzung Nguyen
Source: check_circle
Crossref

Hybrid data augmentation and deep attention-based dilated convolutional-recurrent neural networks for speech emotion recognition

Expert Systems with Applications
2023-11 | Journal article
DOI: 10.1016/j.eswa.2023.120608
Contributors: Nhat Truong Pham; Duc Ngoc Minh Dang; Ngoc Duy Nguyen; Thanh Thi Nguyen; Hai Nguyen; Balachandran Manavalan; Chee Peng Lim; Sy Dzung Nguyen
Source: check_circle
Crossref

Hybrid data augmentation and deep attention-based dilated convolutional-recurrent neural networks for speech emotion recognition

OpenAlex
2023-11-01 | Other
DOI: 10.60692/txa54-93p48
Contributors: Nhat Truong Pham; Duc Ngoc Minh Dang; Ngoc Duy Nguyen; Thanh Thi Nguyen; Hai Nguyen; Balachandran Manavalan; CP Lim; Sy Dzung Nguyen
Source: check_circle
DataCite

Hybrid data augmentation and deep attention-based dilated convolutional-recurrent neural networks for speech emotion recognition

OpenAlex
2023-11-01 | Other
DOI: 10.60692/0v0n1-xwj40
Contributors: Nhat Truong Pham; Duc Ngoc Minh Dang; Ngoc Duy Nguyen; Thanh Thi Nguyen; Hai Nguyen; Balachandran Manavalan; CP Lim; Sy Dzung Nguyen
Source: check_circle
DataCite

Speech emotion recognition using overlapping sliding window and Shapley additive explainable deep neural network

Journal of Information and Telecommunication
2023-07-03 | Journal article
DOI: 10.1080/24751839.2023.2187278
Contributors: Nhat Truong Pham; Sy Dzung Nguyen; Vu Song Thuy Nguyen; Bich Ngoc Hong Pham; Duc Ngoc Minh Dang
Source: check_circle
Crossref

Fruit-CoV: An efficient vision-based framework for speedy detection and diagnosis of SARS-CoV-2 infections through recorded cough sounds

Expert Systems with Applications
2023-03 | Journal article
DOI: 10.1016/j.eswa.2022.119212
Contributors: Long H. Nguyen; Nhat Truong Pham; Van Huong Do; Liu Tai Nguyen; Thanh Tin Nguyen; Hai Nguyen; Ngoc Duy Nguyen; Thanh Thi Nguyen; Sy Dzung Nguyen; Asim Bhatti et al.
Source: check_circle
Crossref

Speech emotion recognition using overlapping sliding window and Shapley additive explainable deep neural network

OpenAlex
2023-03-17 | Other
DOI: 10.60692/bsans-r8q16
Contributors: Nhat Truong Pham; Sy Dzung Nguyen; Vu Song Thuy Nguyen; Bich Ngoc Hong Pham; Duc Ngoc Minh Dang
Source: check_circle
DataCite

Speech emotion recognition using overlapping sliding window and Shapley additive explainable deep neural network

OpenAlex
2023-03-17 | Other
DOI: 10.60692/smjtd-46h47
Contributors: Nhat Truong Pham; Sy Dzung Nguyen; Vu Song Thuy Nguyen; Bich Ngoc Hong Pham; Duc Ngoc Minh Dang
Source: check_circle
DataCite

SERVER: Multi-modal Speech Emotion Recognition using Transformer-based and Vision-based Embeddings

2023-02-24 | Conference paper
DOI: 10.1145/3591569.3591610
Contributors: Nhat Truong Pham; Duc Ngoc Minh Dang; Bich Ngoc Hong Pham; Sy Dzung Nguyen
Source: check_circle
Crossref

Determination of the Optimal Number of Clusters: A Fuzzy-Set Based Method

IEEE Transactions on Fuzzy Systems
2022-09 | Journal article
DOI: 10.1109/TFUZZ.2021.3118113
Contributors: Sy Dzung Nguyen; Vu Song Thuy Nguyen; Nhat Truong Pham
Source: check_circle
Crossref

Bearing Fault Diagnosis Based on Measured Data Online Processing, Domain Fusion, and ANFIS

Computation
2022-09-08 | Journal article
DOI: 10.3390/computation10090157
Contributors: Quang Thinh Tran; Sy Dzung Nguyen
Source: check_circle
Crossref
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Preferred source (of 2)‎

SD-TCSs Control Deriving from Fractional-order Sliding Mode and Fuzzy-compensator

International Journal of Control, Automation and Systems
2022-05 | Journal article
DOI: 10.1007/s12555-020-0115-4
Contributors: Sy Dzung Nguyen; Vien Quoc Nguyen
Source: check_circle
Crossref

Fault diagnosis of rolling bearings using singular spectrum analysis and artificial neural networks

Vietnam Journal of Mechanics
2021-06-28 | Journal article
DOI: 10.15625/0866-7136/15822
Contributors: Quang Thinh Tran; Kieu Nhi Ngo; Sy Dzung Nguyen
Source: check_circle
Crossref

Bearing Fault Online Identification Based on ANFIS

International Journal of Control, Automation and Systems
2021-04 | Journal article
DOI: 10.1007/s12555-020-0015-7
Contributors: Nang Toan Truong; Tae-Il Seo; Sy Dzung Nguyen
Source: check_circle
Crossref

Smart dampers-based vibration control – Part 1: Measurement data processing

Mechanical Systems and Signal Processing
2020-11 | Journal article
DOI: 10.1016/j.ymssp.2020.106958
Contributors: Sy Dzung Nguyen; Seung-Bok Choi; Joo-Hyung Kim
Source: check_circle
Crossref

Algorithm for Estimating Online Bearing Fault Upon the Ability to Extract Meaningful Information From Big Data of Intelligent Structures

IEEE Transactions on Industrial Electronics
2019-05 | Journal article
DOI: 10.1109/TIE.2018.2847704
Contributors: Quang Thinh Tran; Sy Dzung Nguyen; Tae-Il Seo
Source: check_circle
Crossref

A new fuzzy-disturbance observer-enhanced sliding controller for vibration control of a train-car suspension with magneto-rheological dampers

Mechanical Systems and Signal Processing
2018 | Journal article
DOI: 10.1016/j.ymssp.2017.12.019
EID:

2-s2.0-85040455524
Contributors: Nguyen, S.D.; Choi, S.-B.; Nguyen, Q.H.
Source: Self-asserted source
Sy Dzung Nguyen via Scopus - Elsevier

A new fuzzy sliding mode controller for vibration control systems using integrated-structure smart dampers

Smart Materials and Structures
2017 | Journal article
DOI: 10.1088/1361-665X/aa52fd
EID:

2-s2.0-85016146022
Contributors: Nguyen, S.D.; Kim, W.; Park, J.; Choi, S.-B.
Source: Self-asserted source
Sy Dzung Nguyen via Scopus - Elsevier

A Robust Vibration Control of a Magnetorheological Damper Based Railway Suspension Using a Novel Adaptive Type 2 Fuzzy Sliding Mode Controller

Shock and Vibration
2017 | Journal article
DOI: 10.1155/2017/7306109
EID:

2-s2.0-85040447170
Contributors: Nguyen, S.D.; Jung, D.; Choi, S.-B.
Source: Self-asserted source
Sy Dzung Nguyen via Scopus - Elsevier

Adaptive fuzzy sliding control enhanced by compensation for explicitly unidentified aspects

International Journal of Control, Automation and Systems
2017 | Journal article
DOI: 10.1007/s12555-016-0569-6
EID:

2-s2.0-85042008351
Contributors: Nguyen, S.D.; Choi, S.-B.; Seo, T.-I.
Source: Self-asserted source
Sy Dzung Nguyen via Scopus - Elsevier

ANFIS deriving from jointed input-output data space and applying in smart-damper identification

Applied Soft Computing
2017 | Journal article
DOI: 10.1016/j.asoc.2016.11.016
WOSUID:

WOS:000395898900005
Contributors: Nguyen, Sy Dzung; Nguyen, Quoc Hung; Seo, Tae-Il
Source: Self-asserted source
Sy Dzung Nguyen via ResearcherID

Designing optimal fuzzy-compensator-enhanced sliding controller for train-car semi-active suspensions

2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
2017 | Conference paper
DOI: 10.1109/FUZZ-IEEE.2017.8015539
Source: Self-asserted source
Sy Dzung Nguyen

Novel fuzzy sliding controller for MRD suspensions subjected to uncertainty and disturbance

Engineering Applications of Artificial Intelligence
2017 | Journal article
DOI: 10.1016/j.engappai.2017.03.002
WOSUID:

WOS:000400038400007
Contributors: Nguyen, Sy Dzung; Ho, Huu-Vinh; Nguyen, Thoi-Trung; Truong, Nang Toan; Seo, Tae-Il
Source: Self-asserted source
Sy Dzung Nguyen via ResearcherID

Recurrent Mechanism and Impulse Noise Filter for Establishing ANFIS

IEEE Transactions on Fuzzy Systems
2017 | Journal article
DOI: 10.1109/TFUZZ.2017.2701313
Contributors: S. D. Nguyen; S. B. Choi; T. I. Seo
Source: Self-asserted source
Sy Dzung Nguyen via ResearcherID

Establishing ANFIS and the use for predicting sliding control of active railway suspension systems subjected to uncertainties and disturbances

International Journal of Machine Learning and Cybernetics
2016 | Journal article
DOI: 10.1007/s13042-016-0614-z
Contributors: Nguyen, Sy Dzung; Seo, Tae-Il
Source: Self-asserted source
Sy Dzung Nguyen via ResearcherID

ENSO-based tropical cyclone forecasting using CF-ANFIS

OpenAlex
2016-03-29 | Other
DOI: 10.60692/atxev-82074
Contributors: Thuc Huy Duong; Phi Hung; Sy Dzung Nguyen; Minh Hoang
Source: check_circle
DataCite

ENSO-based tropical cyclone forecasting using CF-ANFIS

OpenAlex
2016-03-29 | Other
DOI: 10.60692/y7h8x-zqd82
Contributors: Thuc Huy Duong; Phi Hung; Sy Dzung Nguyen; Minh Hoang
Source: check_circle
DataCite

A hybrid clustering based fuzzy structure for vibration control – Part 2: An application to semi-active vehicle seat-suspension system

Mechanical Systems and Signal Processing
2015 | Journal article
DOI: 10.1016/j.ymssp.2014.10.019
WOSUID:

WOS:000348560100019
Contributors: Nguyen, Sy Dzung; Nguyen, Quoc Hung; Choi, Seung-Bok
Source: Self-asserted source
Sy Dzung Nguyen via ResearcherID

Design of a new adaptive neuro-fuzzy inference system based on a solution for clustering in a data potential field

Fuzzy Sets and Systems
2015 | Journal article
DOI: 10.1016/j.fss.2015.02.012
WOSUID:

WOS:000360932500004
Contributors: Nguyen, Sy Dzung; Choi, Seung-Bok
Source: Self-asserted source
Sy Dzung Nguyen via ResearcherID

Design of active suspension controller for train cars based on sliding mode control, uncertainty observer and neuro-fuzzy system

Journal of Vibration and Control
2015 | Journal article
DOI: 10.1177/1077546315592767
WOSUID:

WOS:000399696600009
Contributors: Nguyen, Sy Dzung; Nguyen, Quoc Hung
Source: Self-asserted source
Sy Dzung Nguyen via ResearcherID

Hybrid clustering based fuzzy structure for vibration control – Part 1: A novel algorithm for building neuro-fuzzy system

Mechanical Systems and Signal Processing
2015 | Journal article
DOI: 10.1016/j.ymssp.2014.04.021
WOSUID:

WOS:000343687200034
Contributors: Nguyen, Sy Dzung; Nguyen, Quoc Hung; Choi, Seung-Bok
Source: Self-asserted source
Sy Dzung Nguyen via ResearcherID

A structure damage detection method based on wavelet analysis and type-2 fuzzy logic system

Proceedings of SPIE - The International Society for Optical Engineering
2014 | Conference paper
DOI: 10.1117/12.2044642
EID:

2-s2.0-84902212824
Contributors: Nguyen, S.D.; Tran, Q.T.; Ngo, K.N.; Do, X.P.; Choi, S.-B.
Source: Self-asserted source
Sy Dzung Nguyen via Scopus - Elsevier

An optimal design of interval type-2 fuzzy logic system with various experiments including magnetorheological fluid damper

Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science
2014 | Journal article
DOI: 10.1177/0954406214526585
WOSUID:

WOS:000346263400004
Contributors: Nguyen, Sy Dzung; Choi, Seung-Bok; Nguyen, Quoc Hung
Source: Self-asserted source
Sy Dzung Nguyen via ResearcherID

A new method for beam-damage-diagnosis using adaptive fuzzy neural structure and wavelet analysis

Mechanical Systems and Signal Processing
2013 | Journal article
DOI: 10.1016/j.ymssp.2013.03.023
WOSUID:

WOS:000321801000014
Contributors: Nguyen, Sy Dzung; Ngo, Kieu Nhi; Tran, Quang Thinh; Choi, Seung-Bok
Source: Self-asserted source
Sy Dzung Nguyen via ResearcherID

A novel minimum–maximum data-clustering algorithm for vibration control of a semi-active vehicle suspension system

Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering
2013 | Journal article
DOI: 10.1177/0954407013492926
WOSUID:

WOS:000322769600002
Contributors: Nguyen, Sy Dzung; Choi, Seung-Bok
Source: Self-asserted source
Sy Dzung Nguyen via ResearcherID

An adaptive neuro-fuzzy inference system for seasonal forecasting of tropical cyclones making landfall along the vietnam coast

Studies in Computational Intelligence
2013 | Book
DOI: 10.1007/978-3-319-00293-4-17
EID:

2-s2.0-84877012364
Contributors: Duong, T.H.; Nguyen, D.C.; Nguyen, S.D.; Hoang, M.H.
Source: Self-asserted source
Sy Dzung Nguyen via Scopus - Elsevier

A new neuro-fuzzy training algorithm for identifying dynamic characteristics of smart dampers

Smart Materials and Structures
2012 | Journal article
DOI: 10.1088/0964-1726/21/8/085021
EID:

2-s2.0-84864259958
Contributors: Nguyen, S.D.; Choi, S.-B.
Source: Self-asserted source
Sy Dzung Nguyen via Scopus - Elsevier

An adaptive input data space parting solution to the synthesis of neuro-fuzzy models

International Journal of Control, Automation and Systems
2008 | Journal article
EID:

2-s2.0-57549111448
Contributors: Nguyen, S.D.; Ngo, K.N.
Source: Self-asserted source
Sy Dzung Nguyen via Scopus - Elsevier

A fuzzy-based dynamic inversion controller with application to vibration control of vehicle suspension system subjected to uncertainties

Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering
Journal article
DOI: 10.1177/0959651818774989
ARXIV:

https://doi.org/10.1177/0959651818774989

Source: Self-asserted source
Sy Dzung Nguyen

Nonlinear adaptive control based on fuzzy sliding mode technique and fuzzy-based compensator

ISA Transactions
Journal article
DOI: https://doi.org/10.1016/j.isatra.2017.05.011
Contributors: Nguyen, Sy Dzung; Vo, Hoang Duy; Seo, Tae-Il
Source: Self-asserted source
Sy Dzung Nguyen via ResearcherID
grade
Preferred source (of 2)‎

Peer review (5 reviews for 4 publications/grants)

Review activity for Applied soft computing. (1)
Review activity for Biomedical signal processing and control. (2)
Review activity for International Journal of Control, Automation, and Systems. (1)
Review activity for International journal of fuzzy systems. (1)
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