UTM Scholar : PROF. MADYA DR. ROSELINA BINTI SALLEH@SALLEHUDDIN

GRANT(PI & MEMBERS)

57

PUBLICATIONS

150

INDEXED PUBLICATION

73

TOTAL STUDENTS

H-INDEXED (SCOPUS)

CITATIONS (SCOPUS)

Grant (PI)

NATIONAL GRANTS

UNIVERSITY FUND

TOTAL

Publications

INDEXED PUBLICATION

NON-INDEXED PUBLICATION

OTHERS PUBLICATION

TOTAL

Supervisions

MASTER

PHD

TOTAL

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Grant Name	Year
A new hybrid algorithm for feature selection of cancer microarray data based on fish swarm algorithm Fundamental Research Grant Scheme	2022
An Improved Customer Segmentation method using Structural Topic Model Clustering and ANN Classification on unstructured Telco Customer Feedback Data Fundamental Research Grant Scheme	2021
Development of Intelligent Software for the Design of Injection Moulds INNOVATION AND COMMERCIALISATION CENTRE (ICC) Prototype Development Fund	2020
IDENTIFICATION OF HAZARDOUS RADIUS IN TOXIC CHEMICAL SPILL INCIDENT USING DATA ANALYTIC AND VISUALISATION APPROACH IN MITIGATING POTENTIAL HEALTH RISK RUG OF UTM UTM Encouragement Research	2019
DATA AUGMENTATION METHOD FOR DEEP LEARNING ON VIBRATION SIGNAL RUG OF UTM UTM Encouragement Research	2019
Utilization of Filter Feature Selection with Harmonization of PSO and SVM for Optimization RUG OF UTM UTM Encouragement Research	2019
Optimised Higher Order Neural Network for Nonlinear Unsteady Aerodynamic Modeling At high angle of Attack RUG OF UTM UTM Encouragement Research	2019
Reconstruction of missing data using improved hybrid imputation model with bias treatment for medical dataset. Fundamental Research Grant Scheme	2019
UTM-TDR 12.4 (T2) : AN INTELLIGENT SYSTEM FOR OPTIMIZATION OF HIGH SPEED MACHINING OF METAL EPOXY COMPOSITE (MEC) MATERIALS RUG OF UTM UTM Transdiciplinary Research Grant	2018
Study of Aqua Automation & Smart Net for ROBOXA TECHNOLOGIES SDN. BHD ROBOXA TECHNOLOGIES SDN BHD Contract	2018
HIR 5.4 : INTELLIGENT SELECTION OF PROCESS PARAMETERS FOR OPTIMIZATION OF HIGH SPEED MACHINING INDUSTRY RUG OF UTM High Impact Research Grant	2018
AN ENHANCED DEEP LEARNING ARCHITECTURE FOR FUNCTIONAL NON CODING VARIANT PREDICTION RUG OF UTM Tier 1	2017
GREY WOLF OPTIMIZER FOR OPTIMIZATION OF INJECTION MOULDING PROCESS RUG OF UTM Tier 1	2017
IMPROVED FUZZY CLUSTER BASED NEURAL NETWORK FOR MEDICAL DATA ANALYSIS RUG OF UTM Tier 2	2017
HYBIRD BEE A* PATHFINDING ALGORITHM RUG OF UTM Tier 2	2016

Showing 1 to 15 of 50 entries

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Publication Name	Year
Modelling And Optimisation Of Cooling-Slope Parameters Of Magnesium Az91d Using Improvement Multi-Objective Jaya Approach For Predicted Feedstock Performance PERTANIKA JOURNAL OF SCIENCE AND TECHNOLOGY Publication In Web Of Science UTM FIRST AUTHOR	2024
Ensemble Filters With Harmonize Pso–Svm Algorithm For Optimal Hearing Disorder Prediction NCAA - NEURAL COMPUTING AND APPLICATIONS Publication In Web Of Science UTM FIRST AUTHOR	2023
The Hybrid Of Woabat-Ifdo Optimization Algorithm And Its Application In Crowd Evacuation Simulation : PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND TECHNOLOGY Publication In Scopus UTM FIRST AUTHOR	2023
Genome Assembly Composition Of The String "Acgt"Array: A Review Of Data Structure Accuracy And Performance Challenges PEERJ COMPUTER SCIENCE Publication In Web Of Science UTM FIRST AUTHOR	2023
Enhancing Extreme Learning Machines Using Cross-Entropy Moth-Flame Optimization Algorithm INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE Publication In Scopus UTM FIRST AUTHOR	2022
Flower Pollination Algorithm For Convolutional Neural Network Training In Vibration Classification LECTURE NOTES IN ELECTRICAL ENGINEERING Publication In Scopus CO-AUTHOR	2022
Enhancing Extreme Learning Machines Classification With Moth-Flame Optimization Technique INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE Publication In Scopus UTM FIRST AUTHOR	2022
Ensemble Based Filter Feature Selection With Harmonize Particle Swarm Optimization And Support Vector Machine For Optimal Cancer Classification, MACHINE LEARNING WITH APPLICATIONS Journal Article Non Citation-Indexed UTM FIRST AUTHOR	2021
Hangman–Hangaroo Game Design Using Automata Theory INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING Journal Article Non Citation-Indexed CO-AUTHOR	2021
Crowd Evacuation Simulation Model With Soft Computing Optimization Techniques: A Systematic Literature Review JOURNAL OF MANAGEMENT ANALYTICS Publication In Web Of Science UTM FIRST AUTHOR	2021
Image Steganography: Lsb And Lsb Insertion Performance Analysis INTELLIGENT DATA ANALYSIS: TECHNOLOGIES AND FUTURE TRENDS Book Chapter CO-AUTHOR	2021
Identification Of Sharp Edge Non-Slender Delta Wing Aerodynamic Coefficient Using Neural Network JOURNAL OF PHYSICS: CONFERENCE SERIES Publication In Scopus CO-AUTHOR	2021
An Empirical Study To Improve Multiclass Classification Using Hybrid Ensemble Approach For Students' Performance Prediction LECTURES NOTES IN ELECTRICAL ENGINEERING Publication In Scopus CO-AUTHOR	2021
Global Solar Radiation Forecasting Using Artificial Neural Network And Support Vector Machine JOURNAL OF PHYSICS: CONFERENCE SERIES Publication In Scopus UTM FIRST AUTHOR	2021
Determination Of Vital Cancer Sites In Malaysian Colorectal Cancer Dataset By Using A Fuzzy Feature Selection Method JOURNAL OF PHYSICS: CONFERENCE SERIES Publication In Scopus UTM FIRST AUTHOR	2021

Showing 1 to 15 of 150 entries

Legend : IP CATEGORY IP LEVEL

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Intellectual Property Name	Grant Register No.	IP Level	IP Category
IGO-MIMOS : IMPROVED GREY WOLF OPTIMISER-MINIMISATION OF INJECTION MOULDING OPTIMISER SYSTEM	LY2020006209	NATIONAL	COPYRIGHT
AN IMPROVED GREY WOLF OPTIMISER SINE COSINE ALGORITHM FOR MINIMISATION OF INJECTION MOULDING SHRINKAGE	LY2019008914	NATIONAL	COPYRIGHT
ASSEMBLAGE BASED MULTI FILTER ALGORITHMS FOR IMPROVING CLASSIFIER ACCURACY IN HIGH DIMENSIONAL DATA	LY2019008941	NATIONAL	COPYRIGHT
HYBRID FEATURE SELECTION USING FUZZY PCA BASED ON OUTLIER DETECTION	LY2019008924	NATIONAL	COPYRIGHT
HYBRID HARMONY SEARCH AND ARTIFICIAL BEE COLONY FOR OPTIMIZATION OF DIE SINKING ELECTRIC DISCHARGE MACHINING PERFORMANCES	LY2019002073	NATIONAL	COPYRIGHT
HARMONY ARTIFICIAL BEE COLONY MACHINING PERFORMANCE SYSTEM HAMPS	LY2019008878	NATIONAL	COPYRIGHT
E-NSGA-II FOR MACHINING PARAMETERS OPTIMIZATION	LY2019008879	NATIONAL	COPYRIGHT
HYBRID CFS-PSOBP FORECASTING MODEL FOR MULTIVARIATE TIME SERIES	LY2018002356	NATIONAL	COPYRIGHT
AN IMPROVED SVM CLASSIFIER WITH FUZZY CLUSTER AND RANKING FORWARD SELECTION FOR PARKINSON DISEASES CLASSIFICATION.	LY2018002338	NATIONAL	COPYRIGHT
HYBRID PREDICTIVE MODEL USING A NEW SCHEME FOR RANKING AND RATING FEATURES	LY2017005907	NATIONAL	COPYRIGHT
HYBRID GREY RELATIONAL ANALYSIS-SUPPORT VECTOR MACHINE GR-SVM IN PREDICTING MACHINING SURFACE ROUGHNESS	LY2017001972	NATIONAL	COPYRIGHT
ORTHOANN	LY2017003180	NATIONAL	COPYRIGHT
HYBRID OPTIMIZED IMPUTATION MODEL OF FUZZY C-MEANS-ANT LION OPTIMIZATION (FCM-ALO)		NATIONAL	COPYRIGHT
ENSEMBLE FILTERS WITH HARMONIZE PSO-SVM MODEL FOR OPTIMUM PERFORMANCE IN HEALTH- CARE PREDICTION		NATIONAL	COPYRIGHT
ELECTRONIC MEDICAL CERTIFICATE (E-MC)		NATIONAL	COPYRIGHT

Showing 1 to 15 of 24 entries

Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL

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Supervision List
HAMED ADAB REMOTE SENSING BASED THERMOPHYSICAL APPROACH FOR DETECTING FOREST PRE-IGNITION IN IRAN PHD GRADUATED CO-SUPERVISOR 2013
RAZANA BINTI ALWEE SWARM OPTIMIZED SUPPORT VECTOR REGRESSION WITH AUTOREGRESSIVE INTEGRATED MOVING AVERAGE FOR MODELING OF CRIME RATE PHD GRADUATED CO-SUPERVISOR 2014
MOHD SYAHID BIN MOHD ANUAR AN ENHANCED ARTIFICIAL BEE COLONY ALGORITHM FOR OPTIMIZATION PROBLEM PHD GRADUATED CO-SUPERVISOR 2016
ZURIAHATI BINTI MOHD YUNOS NEW SCHEME FOR HYBRID PREDICTIVE MODEL IN MOTOR INSURANCE CLAIMS PHD GRADUATED CO-SUPERVISOR 2016
ASHANIRA BINTI MAT DERIS HYBRID HARMONY SEARCH AND ARTIFICIAL BEE COLONY FOR OPTIMIZATION OF DIE SINKING ELECTRIC DISCHARGE MACHINING PERFORMANCES PHD GRADUATED CO-SUPERVISOR 2018
FADZLIN BINTI MD SAIRAN ESTIMATION AND PREDICTION OF GREENHOUSE GAS EMISSIONS FROM INDIVIDUAL SEPTIC TANK AND IMHOFF TANK PHD GRADUATED CO-SUPERVISOR 2019
KASTURI A/P KANCHYMALAY DEEP LEARNING TIME-SERIES CRUDE PALM OIL PRICE FORECASTING MODEL WITH COMMODITIES, WEATHER AND NEWS SENTIMENTS PHD GRADUATED CO-SUPERVISOR 2020
DHUHA ABDULHADI ABDULJABBAR AL-HAMDAN MULTIOBJECTIVE EVOLUTIONARY ALGORITHM WITH GRAPHLET MEASURE FOR DETECTION OF COMPLEX TOPOLOGICAL AND BIOLOGICAL COMMUNITY STRUCTURE PHD GRADUATED SUPERVISOR 2020
OYEKALE ABEL ALADE HYBRID META-HEURISTIC ALGORITHM BASED PARAMETER OPTIMIZATION FOR EXTREME LEARNING MACHINES CLASSIFICATION PHD GRADUATED SUPERVISOR 2021
MOHAMAD FAIZ BIN DZULKALNINE HYBRID OPTIMIZED IMPUTATION MODEL WITH FUZZY GRAPH BASED FEATURE SELECTION METHOD PHD GRADUATED SUPERVISOR 2023
MUHAMMAD BAIHAQI BIN BUKHARI &NBSP;IMPROVED STRUCTURAL TOPIC MODELLING (STM) WITH ARTIFICIAL NEURAL NETWORK (ANN) FOR SOLVING MULTI COLLINEARITY ISSUE ON SOCIAL MEDIA DATA&NBSP; PHD ON GOING CO-SUPERVISOR
MUHAMAD ASYRAF BIN MOHD POUZI PIXEL-DMV: AN ADAPTIVE NOVEL HIGH SPATIAL-RESOLUTION IMAGE CLASSIFICATION USING PIXEL-BASED DIMENSIONAL VOTING SCHEMATIC STRUCTURE. PHD ON GOING CO-SUPERVISOR
CHEE YEW TUNG THREE DIMENSIONAL SURFACE RECONSTRUCTION PHD ON GOING CO-SUPERVISOR
MUHAMMAD NASIRU DANKOLO IMPROVED FLOWER POLLINATION ALGORITHM FOR LATENCY-AWARE TASK SCHEDULING IN EDGE-CLOUD CONTINUUM Ã‚Â PHD ON GOING CO-SUPERVISOR
ASHANIRA BINTI MAT DERIS HYBRID HARMONY SEARCH AND ARTIFICIAL BEE COLONY FOR OPTIMIZATION OF DIE SINKING ELECTRIC DISCHARGE MACHINING PERFORMANCES &NBSP; &NBSP; MASTER GRADUATED CO-SUPERVISOR 2013

Showing 1 to 15 of 25 entries