UTM Scholar : PROF. MADYA TS. DR. ROHAYANTI BINTI HASSAN

GRANT(PI & MEMBERS)

54

PUBLICATIONS

145

INDEXED PUBLICATION

92

TOTAL STUDENTS

H-INDEXED (SCOPUS)

CITATIONS (SCOPUS)

Grant (PI)

INDUSTRY GRANTS

NATIONAL GRANTS

UNIVERSITY FUND

TOTAL

Publications

INDEXED PUBLICATION

NON-INDEXED PUBLICATION

OTHERS PUBLICATION

TOTAL

Supervisions

MASTER

PHD

TOTAL

Legend : SPONSOR TYPE OF GRANT

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Grant Name	Year
NT 1.5: Rapid Prototyping for Cloud-Based Malay Machine Translation, MyTranslate RUG OF UTM UTM NEXUS Translasi	2025
Improved Swish Activation Function and Differentiable Neural Computers in Gated Recurrent Unit for Cybersecurity Prediction RUG OF UTM UTM Encouragement Research	2024
A New Dynamic Pruning Approach in EFSM-based Test Case Generation to Address State Explosion RUG OF UTM UTM Encouragement Research	2024
F4+ 3.2: Animated Data Visualization and Extended Reality Simulator of Human Circulatory System RUG OF UTM Geran Penyelidikan Hi-Tech(F4)	2024
Continuous Learning Code-Mixed Embeddings with Recurrent Neural Networks to Solve Code Mixing in Malay Chatbot Fundamental Research Grant Scheme	2024
Augmented Fine-Grained Multimodal User Interaction with Proximal Policy Optimization for Prioritizing Android Application Test Cases Fundamental Research Grant Scheme	2024
F4+ 3.0: Human Digital Twin for Al-Driven Treatments of Circulatory System Diseases RUG OF UTM Geran Penyelidikan Hi-Tech(F4)	2024
CRG 55.1 : A Recommender Models for Smart Governance and Smart Economy for Flood Resilience Management UNIVERSITI TEKNOLOGI MALAYSIA Collaborative Research Grant	2024
New Malay Polysemy Word Sense Disambiguation Method based on Fuzzy Hypergraph for Malay Text Summarization Fundamental Research Grant Scheme	2023
Attention-Based Bidirectional Long Short Term Memory Network for Early Major Depression Disorder Detection in social media Text. RUG OF UTM UTM Fundamental Research	2023
Reliable Topology Deployment Scheme of IoT Nodes Suitable for the Monitoring of Key Pollution Sources of Smog QIANNAN NORMAL UNIVERSITY FOR NATIONALITIES International Grant	2023
MG1-14.0 : Reliable Topology Deployment Scheme of IoT Nodes Suitable for the Monitoring of Key Pollution Sources of Smog QIANNAN NORMAL UNIVERSITY FOR NATIONALITIES International Grant	2023
MG1-14.1 : A Semi-Supervised Framework For Image Air Pollution Monitoring Leveraging Simulated Abnormal Images And Classification Hyperplanes RUG OF UTM Matching Grant	2023
Comprehensive Analysis of Wearable Sensor Data for Sleep Quality and Daily Step Count Estimation and Prediction Using Deep Learning (Walk More Save More (WMSM)) Etiqa Digital Solutions Sdn. Bhd. Contract	2023
Analytical Study and prototype on driver behavior analysis using vehicular data (Drive Less Save More (DLSM)) Etiqa Digital Solutions Sdn. Bhd. Contract	2023

Showing 1 to 15 of 49 entries

Legend : PUBLICATION CATEGORY TYPE OF AUTHORS

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Publication Name	Year
An Enhancement Of Multi-Factor Weighted Approach Technique In Prioritizing Test Cases By Comparing Similarity Distance JOURNAL OF ADVANCED RESEARCH IN APPLIED SCIENCES AND ENGINEERING TECHNOLOGY Publication In Scopus CO-AUTHOR	2025
Exploring Current Methods And Trends In Text Summarization: A Systematic Mapping Study INTERNATIONAL JOURNAL ON INFORMATICS VISUALIZATION Publication In Scopus UTM FIRST AUTHOR	2024
NON-COOPERATIVE MULTIMODAL BIOMETRICS - ISSUES AND SOLUTIONS Book (Text) CO-AUTHOR	2024
When To Use Standardization And Normalization: Empirical Evidence From Machine Learning Models And Xai IEEE ACCESS Publication In Web Of Science UTM FIRST AUTHOR	2024
Hand Gesture Recognition With Deep Residual Network Using Semg Signal BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK Publication In Web Of Science CO-AUTHOR	2024
Predicting Child Alimony Under Islamic Shariah Law Using Hybrid Fuzzy Inference System INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE Publication In Scopus UTM FIRST AUTHOR	2024
Adaptive Learning Framework For Learning Computational Thinking Using Educational Robotics COMPUTER APPLICATIONS IN ENGINEERING EDUCATION Publication In Web Of Science CO-AUTHOR	2024
Robustness Evaluations Of Pathway Activity Inference Methods On Gene Expression Data BMC BIOINFORMATICS Publication In Web Of Science UTM FIRST AUTHOR	2024
The Effects Of Imbalanced Datasets On Machine Learning Algorithms In Predicting Student Performance INTERNATIONAL JOURNAL ON INFORMATICS VISUALIZATION Publication In Scopus UTM FIRST AUTHOR	2024
Classifying Virus Strain Using A Machine Learning Model Based On Subcellular Localization Data INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING Journal Article Non Citation-Indexed UTM FIRST AUTHOR	2024
Breast Cancer Prediction Using Support Vector Machine Ensemble With Pca Feature Selection Method INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING Journal Article Non Citation-Indexed CO-AUTHOR	2024
Real-Time Smart Driver Sleepiness Detection By Eye Aspect Ratio Using Computer Vision INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE Publication In Scopus CO-AUTHOR	2024
Deep Learning-Based Method In Multimodal Data For Diabetic Retinopathy Detection INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY Publication In Scopus UTM FIRST AUTHOR	2024
Transformer In Mrna Degradation Prediction INTERNATIONAL JOURNAL ON INFORMATICS VISUALIZATION Publication In Scopus CO-AUTHOR	2023
Code Annotation Mutation Operators For Android Application AIP CONFERENCE PROCEEDINGS Publication In Scopus CO-AUTHOR	2023

Showing 1 to 15 of 145 entries

Legend : IP CATEGORY IP LEVEL

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Intellectual Property Name	Grant Register No.	IP Level	IP Category
A NON-DOMINATED SORTING DIFFERENTIAL SEARCH ALGORITHM AND FLUX BALANCE ANALYSIS TO INVESTIGATE THE TRADE-OFF RELATIONSHIP BETWEEN MAXIMIZATION OF PRODUCTION RATE AND ITS GROWTH	LY2019008909	NATIONAL	COPYRIGHT
FEATURE OPTIMIZATION AND FEATURE FUSION IN OPTIMAL PIXEL INTENSITY AND RIDGE LENGTH FEATURES FUSION FRAMEWORK FOR FAKE FINGERPRINT CLASSIFICATION	LY2019008668	NATIONAL	COPYRIGHT
FEATURE REPRESENTATION IN OPTIMAL PIXEL INTENSITY AND RIDGE LENGTH FEATURES FUSION FRAMEWORK FOR FAKE FINGERPRINT CLASSIFICATION	LY2019007543	NATIONAL	COPYRIGHT
SVM-SIGLPSSCPRED: INCORPORATING OPTIMIZED LOCAL PROTEIN STRUCTURES AND SUPPORT VECTOR MACHINES FOR STRUCTURAL CLASS PREDICTION	LY2017001232	NATIONAL	COPYRIGHT
FILTERING METHOD TO REMOVE REFLECTION IN EYE IMAGE FOR IRIS RECOGNITION	LY2019007443	NATIONAL	COPYRIGHT
DIRECT LEAST SQUARE ELLIPSE GEOMETRIC CALIBRATION AND INCORPORATION OF HAAR WAVELET AND NEURAL NETWORK FOR OFF-ANGLE IRIS RECOGNITION		NATIONAL	COPYRIGHT
AN IMPROVED BICLUSTERING ALGORITHM WITH OVERLAPPING CONTROL FOR IDENTIFICATION OF INFORMATIVE GENES AND PATHWAYS		NATIONAL	COPYRIGHT
ALKIRE-FOSTER-BASED QUANTIFICATION IN MEASURING MULTIDIMENSIONAL POVERTY INDICATORS USING INTELLIGENT ANFIS.	LY2020006197	NATIONAL	COPYRIGHT
AI DESIGN THINKING PROJECT FRAMEWORK	LY2020005463	NATIONAL	COPYRIGHT

Showing 1 to 9 of 9 entries

Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL

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Supervision List
ANIS FARIHAN BINTI MAT RAFFEI IRIS AND PERIOCULAR RECOGNITION USING COLOUR CONTRAST ENHANCEMENT FOR VISIBLE EYE IMAGES IN NON-COOPERATIVE ENVIRONMENT PHD GRADUATED CO-SUPERVISOR 2017
FARIZUWANA AKMA BINTI ZULKIFLE NEAR-INFRARED HISTOGRAM EQUALIZATION AND IMPROVED IMAGE FILTERING FOR SHORELINE EDGE DETECTION IN SPOT-5 IMAGES PHD GRADUATED SUPERVISOR 2018
NOOR HIDAYAH BINTI ZAKARIA ALKIRE-FOSTER ORIENTED ENSEMBLE FUZZY INFERENCE SYSTEM FOR URBAN POVERTY CLASSIFICATION PHD GRADUATED SUPERVISOR 2018
ABDULKADIR ABUBAKAR BICHI GRAPH-BASED METHODS FOR HAUSA LANGUAGE EXTRACTIVE TEXT SUMMARIZATION PHD GRADUATED CO-SUPERVISOR 2023
ASRAFUL SYIFAA' BINTI AHMAD ENSEMBLES REGION OF INTEREST USING STATISTICAL FEATURES&NBSP; REPRESENTATION OF FACIAL IMAGES FOR&NBSP; EMOTION DETECTION PHD ON GOING SUPERVISOR
MALIK ZAIB ALAM PHD ON GOING SUPERVISOR
JORAIR AHMAD PHD ON GOING SUPERVISOR
ABID SAEED KHATTAK OPTIMIZING SEMG GESTURE CLASSIFICATION: A FUSION OF HYBRID GRASSMANN MANIFOLDS AND DEEP RESIDUAL NETWORKS PHD ON GOING CO-SUPERVISOR
MOHAMMED ALI SOHAIL PHD ON GOING SUPERVISOR
NUR AQILAH KHADIJAH BINTI ROSILI PREDICTING COURT DECISIONS FOR ALIMONY USING SUPPORT VECTOR MACHINE AND REGRESSION METHOD. &NBSP; PHD ON GOING SUPERVISOR
ADEEL AHMAD KHALIQUE AHMAD PHD ON GOING SUPERVISOR
NUR ATIQAH BINTI MOHD FUA'AD ENHANCING CARDIO-RESPIRATORY MOTION PREDICTION IN ANGIOGRAPHY SEQUENCES USING ADVANCED LSTM ARCHITECTURES &NBSP; PHD ON GOING CO-SUPERVISOR
ANIS FARIHAN BINTI MAT RAFFEI PRE-PROCESSING AND FEATURE EXTRACTION FOR NON-COOPERTIVE ENVIRONMENT MASTER GRADUATED CO-SUPERVISOR 2013
SHARON KAUR A/P GURAMAD SINGH ENZYME SUB-FUNCTIONAL CLASS PREDICTION USING MULTI-BIOLOGICAL KNOWLEDGE FEATURE RESPRESENTATION AND TWIN SUPPORT VECTOR MACHINE MASTER GRADUATED SUPERVISOR 2013
D'YIA SARAH BINTI MD SHUKRI IMAGE ENHANCEMENT AND UNIFIED SEGMENTATION APPROACH IN MOTION-BLURRED IMAGE FOR IRIS RECOGNITION MASTER GRADUATED CO-SUPERVISOR 2013

Showing 1 to 15 of 35 entries