GRANT(PI & MEMBERS)

18

PUBLICATIONS

42

INDEXED PUBLICATION

36

TOTAL STUDENTS

H-INDEXED (SCOPUS)

CITATIONS (SCOPUS)

Grant (PI)

NATIONAL GRANTS
2
UNIVERSITY FUND
2
TOTAL

Publications

INDEXED PUBLICATION
36
NON-INDEXED PUBLICATION
0
OTHERS PUBLICATION
6
TOTAL

Supervisions

MASTER
5
PHD
8
TOTAL

Legend : SPONSOR TYPE OF GRANT

Grant Name Year
Development and Implementation of Noise Reduction and Heat Dissipation For Negative Pressure Wound Therapy
RUG OF UTM Industry-International Incentive Grant
2019
CHARACTERIZING CHANGES IN COMMUNITY STRUCTURE OF COMPLEX NETWORKS USING DYNAMIC STOCHASTIC BLOCK MODELS TO IDENTIFY ABERRANT BRAIN CONNECTIVITY
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2019
Development of lower extremities motion capture prototype for sports performance and gait analysis
JABATAN PENDIDIKAN NEGERI JOHOR Networking Grant
2019
Characterizing Dynamic Changes in Brain Connectivity Networks from Neural Signals Using Markov-Switching Models
RUG OF UTM Tier 1
2018
DESIGN AND DEVELOPMENT OF AUDITORY BRAINSTEM RESPONSE SIGNAL MEASUREMENT AND DATA FOR HEARING SCREENING
RUG OF UTM Tier 1
2018
A PROTOTYPE CLINICAL CLASSIFICATION OF HEART SOUND SIGNALS USING AUTOREGRESSIVE FEATURES AND HIDDEN MARKOV MODEL
RUG OF UTM Tier 1
2018
Biometric Tracking System For Immigrant Worker In Malaysia Using Ecg And Heart Sound
RUG OF UTM Tier 1
2016
Novel Statistical Models and Estimation Approach for Analyzing Connectivity between Multivariate/ High-Dimensional Neural Time Series
MINISTRY OF EDUCATION Transdiscplinary Research Grant Scheme
2016
INVESTIGATING THE MULTI-MODAL BRAIN NETWORK CONNECTIVITY ASSOCIATED WITH EPILEPSY
MINISTRY OF EDUCATION Transdiscplinary Research Grant Scheme
2016
EPILEPSY PROFILING FRAMEWORK TO IDENTIFY LEVELS OF STRESS AND PSYCHOLOGICAL WELLNESS AMONG PATIENTS AND FAMILIES WITH EPILEPSY.
MINISTRY OF EDUCATION Transdiscplinary Research Grant Scheme
2016
Delineating mechanism of brain connectivity as part of multimodality treatment of seizure
MINISTRY OF EDUCATION Networking Grant
2015
VECTOR QUANTIZATION (VQ) FOR THE DATA COMPRESSION OF ECG WAVEFORM
RUG OF UTM Flagship
2015
Improved Estimation of High-dimensional Covariance Matrices using Factor Modeling and Random Matrix Theory for Multivariate Analysis of Biomedical Time Series
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2014
BLOOD PERFUSION MAPPING SYSTEM
RUG OF UTM Flagship-COE
2014
BLOOD PERFUSION MAPPING SYSTEM
RUG OF UTM Flagship-COE
2014
Discrimination and Analysis of Multivariate Biomedical Time Series using State-space Models
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2014
Modeling and Estimation of Brain Connectivity using Neural Spatial-Temporal Time Series
RUG OF UTM Tier 1
2014
State-Space Modeling of Biomedical Time Series: Model Formulation, State and Parameter Inference with Application to Biomedical Signal Processing
UNIVERSITI TEKNOLOGI MALAYSIA Tier 1
2012

Legend : PUBLICATION CATEGORY TYPE OF AUTHORS

Publication Name Year
A Markov-Switching Model Approach To Heart Sound Segmentation And Classification
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
Publication In Web Of Science UTM FIRST AUTHOR
2020
Statistical Model For Dynamically-Changing Correlation Matrices With Application To Brain Connectivity
JOURNAL OF NEUROSCIENCE METHODS
Publication In Web Of Science UTM FIRST AUTHOR
2020
Detecting State Changes In Community Structure Of Functional Brain Networks Using A Markov-Switching Stochastic Block Model
2019 IEEE 16TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2019)
Publication In Web Of Science UTM FIRST AUTHOR
2019
Estimating Brain Connectivity Using Copula Gaussian Graphical Models
2019 IEEE 16TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2019)
Publication In Web Of Science UTM FIRST AUTHOR
2019
Short-Segment Heart Sound Classification Using An Ensemble Of Deep Convolutional Neural Networks
2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP)
Publication In Web Of Science UTM FIRST AUTHOR
2019
Exploratory Analysis Of Brain Signals Through Low Dimensional Embedding
2019 9TH INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING (NER)
Publication In Web Of Science UTM FIRST AUTHOR
2019
Classification Of Eeg-Based Effective Brain Connectivity In Schizophrenia Using Deep Neural Networks
2019 9TH INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING (NER)
Publication In Web Of Science UTM FIRST AUTHOR
2019
Estimating Dynamic Connectivity States In Fmri Using Regime-Switching Factor Models
IEEE TRANSACTIONS ON MEDICAL IMAGING
Publication In Web Of Science CORRESPONDING AUTHOR
2018
Discussion Of "The Statistical Analysis Of Acoustic Phonetic Data: Exploring Differences Between Spoken Romance Languages"
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS
Publication In Web Of Science UTM FIRST AUTHOR
2018
Statistical Models For Brain Signals With Properties That Evolve Across Trials
NEUROIMAGE
Publication In Web Of Science UTM FIRST AUTHOR
2018
Fmri Hemodynamic Response Function Estimation In Autoregressive Noise By Avoiding The Drift
DIGITAL SIGNAL PROCESSING
Publication In Web Of Science UTM FIRST AUTHOR
2017
Robust Facial Expression Recognition For Muci: A Comprehensive Neuromuscular Signal Analysis
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING
Publication In Web Of Science CO-AUTHOR
2017
Analysis Of Ecg Biosignal Recognition For Client Identification
IEEE INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING APPLICATIONS (IEEE ICSIPA2017)
Publication In Scopus CORRESPONDING AUTHOR
2017
Classification Of Heart Sound Signals Using Autoregressive Model And Hidden Markov Model
JOURNAL MEDICAL IMAGING AND HEALTH INFORMATIC
Publication In Web Of Science CO-AUTHOR
2017
A Unified Estimation Framework For State-Related Changes In Effective Brain Connectivity
EEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
Publication In Web Of Science CORRESPONDING AUTHOR
2017
Shrinkage Estimation Of High-Dimensional Vector Autoregressions For Effective Connectivity In Fmri
IEEE-EMBS CONFERENCES ON BIOMEDICAL ENGINEERING AND SCIENCES
Publication In Scopus UTM FIRST AUTHOR
2017
Estimating Brain Connectivity In Schizophrenia Patients Using Electroencephalography Signals
INTERNATIONAL MEDICAL DEVICE AND TECHNOLOGY CONFERENCE (IMEDITEC 2017)
Conference Paper CORRESPONDING AUTHOR
2017
Modeling And Estimation On Long Memory Stochastic Volatility For Index Prices Of Ftse Bursa Malaysia Klci
MALAYSIAN JOURNAL OF FUNDAMENTAL AND APPLIED SCIENCES
Publication In Web Of Science CO-AUTHOR
2017
Modeling Effective Connectivity In High-Dimensional Cortical Source Signals
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
Publication In Web Of Science UTM FIRST AUTHOR
2016
Estimation Of High-Dimensional Connectivity In Fmri Data Via Subspace Autoregressive Models
2016 IEEE STATISTICAL SIGNAL PROCESSING WORKSHOP (SSP)
Publication In Web Of Science CORRESPONDING AUTHOR
2016
Identifying Dynamic Effective Connectivity States In Fmri Based On Time-Varying Vector Autoregressive Models
IFMBE PROCEEDINGS
Publication In Web Of Science UTM FIRST AUTHOR
2016
Hmm-Based Multimodal Biometric System Using Ecg And Heart Sound Signals
INTERNATIONAL RESEARCH CONFERENCE AND INNOVATION EXHIBITION 2016 (IRCIE2016)
Conference Paper UTM FIRST AUTHOR
2016
Sparse Coding Based Classification Of Electrocardiography Signals Using Data-Driven Complete Dictionary Learning
ICABDA 2016: INTERNATIONAL CONFERENCE ON ADVANCED BIOMEDICAL DEVICES AND APPLICATIONS
Proceedings CO-AUTHOR
2016
Biosignal Recognition For Patients Identification
IEEE-EMBS CONFERENCES ON BIOMEDICAL ENGINEERING AND SCIENCES
Publication In Scopus UTM FIRST AUTHOR
2016
Heart Sound Monitoring System
ARPN JOURNAL OF ENGINEERING AND APPLIED SCIENCES
Publication In Scopus CO-AUTHOR
2016
Advanced Topics For Modeling Electroencephalograms
HANDBOOK OF NEUROIMAGING DATA ANALYSIS
Book Chapter UTM FIRST AUTHOR
2016
Sensor Space Time-Varying Information Flow Analysis Of Multiclass Motor Imagery Through Kalman Smoother And Em Algorithm
2015 INTERNATIONAL CONFERENCE ON BIOSIGNAL ANALYSIS, PROCESSING AND SYSTEMS (ICBAPS)
Publication In Scopus CO-AUTHOR
2015
Modeling And Estimation Of Single-Trial Event-Related Potentials Using Partially Observed Diffusion Processes
DIGITAL SIGNAL PROCESSING
Publication In Web Of Science CORRESPONDING AUTHOR
2015
Estimating Effective Connectivity From Fmri Data Using Factor-Based Subspace Autoregressive Models
IEEE SIGNAL PROCESSING LETTERS
Publication In Web Of Science CORRESPONDING AUTHOR
2015
Is First-Order Vector Autoregressive Model Optimal For Fmri Data?
NEURAL COMPUTATION
Publication In Web Of Science CORRESPONDING AUTHOR
2015
Multiclass Self-Paced Motor Imagery Temporal Features Classification Using Least-Square Support Vector Machine
2014 IEEE 19TH INTERNATIONAL FUNCTIONAL ELECTRICAL STIMULATION SOCIETY ANNUAL CONFERENCE, IFESS 2014 - CONFERENCE PROCEEDINGS
Publication In Scopus CO-AUTHOR
2015
Heart Sound Classification Using Hidden Markov Model
THE INTERNATIONAL CONFERENCE ON SCIENCE, TECHNOLOGY AND INTERDISCIPLINARY RESEARCH
Proceedings CO-AUTHOR
2015
Artifact Removal From Single-Trial Erps Using Non-Gaussian Stochastic Volatility Models And Particle Filter
IEEE SIGNAL PROCESSING LETTERS
Publication In Web Of Science CORRESPONDING AUTHOR
2014
Estimation Of High-Dimensional Brain Connectivity From Fmri Data Using Factor Modeling
2014 IEEE WORKSHOP ON STATISTICAL SIGNAL PROCESSING
Publication In Scopus CORRESPONDING AUTHOR
2014
Estimating Dynamic Cortical Connectivity From Motor Imagery Eeg Using Kalman Smoother & Em Algorithm
2014 IEEE WORKSHOP ON STATISTICAL SIGNAL PROCESSING
Publication In Scopus CORRESPONDING AUTHOR
2014
Dynamic Linear Models For Classification Of Single-Trial Eeg
DIGITAL BIOSIGNAL PROCESSING AND RECOGNITION
Book Chapter UTM FIRST AUTHOR
2014
Fractional Ornstein-Uhlenbeck For Index Prices Of Ftse Bursa Malaysia Klci
AIP CONFERENCE PROCEEDINGS
Publication In Web Of Science CO-AUTHOR
2014
Discriminative Tandem Features For Hmm-Based Eeg Classification
PROCEEDING OF THE ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, EMBC 2013
Publication In Scopus CORRESPONDING AUTHOR
2013
Linear Dynamic Models For Classification Of Single-Trial Eeg
PROCEEDING OF THE ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, EMBC 2013
Publication In Scopus CO-AUTHOR
2013
Acoustic Cardiac Signals Analysis: A Kalman Filter-Based Approach
INTERNATIONAL JOURNAL OF NANOMEDICINE
Publication In Web Of Science CO-AUTHOR
2012
Kalman Filter For Abr Signal Analysis
PROGRESS IN ELECTROMAGNETICS RESEARCH SYMPOSIUM
Publication In Scopus CO-AUTHOR
2012
Spectral Estimation Of Nonstationary Eeg Using Particle Filtering With Application To Event-Related Desynchronization (Erd) Ieee Transactions On Biomedical Engineering
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
Publication In Web Of Science CORRESPONDING AUTHOR
2011

Legend : IP CATEGORY IP LEVEL

Intellectual Property Name Grant Register No. IP Level IP Category
A METHOD FOR CLASSIFYING ELECTROENCEPHALOGRAM (EEG) SIGNAL MY-168956-A NATIONAL PATENT

Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL

Supervision List
SITI BALQIS BINTI SAMDIN
STATE-SPACE MODELING AND ESTIMATION OF MULTIVARIATE BRAIN SIGNALS
PHD GRADUATED CO-SUPERVISOR 2017
KHO CHIA CHEN
LONG MEMORY ESTIMATION OF STOCHASTIC VOLATILITY FOR INDEX PRICES
PHD GRADUATED CO-SUPERVISOR 2017
FUAD MOHAMMED NOMAN
STATISTICAL METHODS FOR AUTOMATIC SEGMENTATION AND CLASSIFICATION OF CARDIOVASCULAR SIGNALS
PHD GRADUATED SUPERVISOR 2018
NUR FARIZA BINTI IZAN
BIO-SIGNALS ANALYSES OF HEART DURING PHYSICAL ACTIVITY
PHD GRADUATED SUPERVISOR 2019
SITI HADRINA BINTI SHEIKH HUSSAIN
EFFICIENT DENOISING, ALIGNMENT AND SEGMENTATION ALGORITHMS FOR MULTIVARIATE HEART SOUND DIAGNOSTIC
PHD GRADUATED CO-SUPERVISOR 2021
CHIENG THION MING
VENTRICULAR TACHYARRHYTHMIA ONSET PREDICTION WITH ULTRA-SHORT-TERM HEART RATE VARIABILITY AND ELECTROCARDIOGRAM MORPHOLOGICAL FEATURES
PHD ON GOING CO-SUPERVISOR
DALIA ABDULHADI ABDULAMEER
AN ADHD-SPECIFIC BRAIN REFERENCE DERIVED FROM INTEGRATED RESTING-STATE NETWORKS ACROSS MULTIPLE BRAIN ATLASES AND DUAL-LAYER BRAIN PARCELLATION
PHD ON GOING CO-SUPERVISOR
TAY YII CHENG

MASTER GRADUATED CO-SUPERVISOR 2015
SHEIKH AHMAD HADRI BIN SHEIKH HUSSAIN
RECOGNITION OF PERSONAL IDENTIFICATION FROM EEG CONNECTIVITY PATTERN USING CONVOLUTIONAL NEURAL NETWORKS  
MASTER GRADUATED CO-SUPERVISOR 2016
PHANG CHUN REN

MASTER GRADUATED SUPERVISOR 2018
WALEED HUSSEIN AHMED BAWJEH AL-AMOODI

MASTER GRADUATED SUPERVISOR 2018
TAN HUI RU
ESTIMATION OF HIGH-DIMENSIONAL BRAIN CONNECTIVITY NETWORKS USING FUNCTIONAL MAGNETIC RESONANCE IMAGING DATA
MASTER GRADUATED SUPERVISOR 2019