GRANT(PI & MEMBERS)
18
PUBLICATIONS
42
INDEXED PUBLICATION
36
TOTAL STUDENTS
H-INDEXED (SCOPUS)
CITATIONS (SCOPUS)
Grant (PI)
Publications
Supervisions
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 |