UTM Scholar : PROF DR. SITI MARIYAM BT. HJ. SHAMSUDDIN

GRANT(PI & MEMBERS)

84

PUBLICATIONS

190

INDEXED PUBLICATION

114

TOTAL STUDENTS

H-INDEXED (SCOPUS)

CITATIONS (SCOPUS)

Grant (PI)

INDUSTRY GRANTS

INTERNATIONAL GRANTS

NATIONAL GRANTS

UNIVERSITY FUND

TOTAL

Publications

INDEXED PUBLICATION

114

NON-INDEXED PUBLICATION

OTHERS PUBLICATION

TOTAL

Supervisions

MASTER

PHD

TOTAL

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Grant Name	Year
HIR 4.1 : SCALABLE ANALYTICS ALGORITHM FOR DIGITAL INTELLIGENCE ENVIRONMENT RUG OF UTM High Impact Research Grant	2018
Sentiment-Oriented Summarisation of Multi-Documents using Sentiment knowledge RUG OF UTM Professional Development Research University	2018
A New AUC based Learning with Hybrid Fuzzy Classifier for Class Imbalance Problem Fundamental Research Grant Scheme	2017
PREDICTION OF STUDENT'S RETENTION IN MASSIVE OPEN ONLINE COURSE USING MULTI-STRATEGY APPROACH. RUG OF UTM Tier 1	2017
KINSHIP VERIFICATION USING NEW DEEP CNN FEATURES RUG OF UTM Tier 1	2017
GPUMLiB: Big Data Streaming for Visualization Analytics RUG OF UTM Tier 1	2017
Statistical Machine Learning Methods to Text Summarization RUG OF UTM Professional Development Research University	2017
MEASURING SCIENCE, TECHNOLOGY AND INNOVATION ACTIVITIES USING PATENT CITATION DATA RUG OF UTM Tier 1	2016
3D SKELETON HUMAN ACTION RECOGNITION BASED DEEP LEARNING ARCHITECTURE IN VIDEO SURVEILLANCE RUG OF UTM Tier 2	2016
FACIAL BASED BIOMETRIC SECURITY FOR ONLINE E-TICKETING RUG OF UTM Tier 2	2016
GPU-BASED SEGMENTATION FOR MEDICAL IMAGES. RUG OF UTM Tier 2	2016
AIRPORT DELAY FORECAST MODEL JEPPESEN GMBH,GERMANY Contract	2016
Enhancing Data Analytics Algorithms Using Deep Learning Approaches in Predicting Big Data Cyber-Enabled Crimes Fundamental Research Grant Scheme	2016
INTELLIGENT PREDICTIVE ANALYTICS FOR RETAIL INDUSTRY RUG OF UTM Tier 1	2016
MOBILE ANALYTICS DATABASE SUMMARIZATION FOR MALAYSIA AIR POLLUTANT INDEX DATA RUG OF UTM Tier 1	2016

Showing 1 to 15 of 76 entries

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Publication Name	Year
Adaptive Generation-Based Approaches Of Oversampling Using Different Sets Of Base And Nearest Neighbor’S Instances INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS Publication In Web Of Science CO-AUTHOR	2022
Detection Of Subtle White Matter Lesions In Mri Through Texture Feature Extraction And Boundary Delineation Using An Embedded Clustering Strategy SCIENTIFIC REPORTS Publication In Web Of Science CO-AUTHOR	2022
A Hybrid Deep Learning Architecture For Opinion-Oriented Multi-Document Summarization Based On Multi-Feature Fusion KNOWLEDGE-BASED SYSTEMS Publication In Web Of Science CO-AUTHOR	2021
Finger Vein Biometric Identification Using Discretization Method JOURNAL OF PHYSICS: CONFERENCE SERIES Publication In Scopus CO-AUTHOR	2021
Weighted Ensemble Based Extra Tree For Permission Analysis For Android Applications Classification JOURNAL OF THEORETICAL AND APPLIED INFORMATION TECHNOLOGY Publication In Scopus CO-AUTHOR	2021
Invariant Behavioural Based Discrimination For Individual Representation INTERNATIONAL JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING Publication In Scopus CO-AUTHOR	2021
Stress Detection Using Machine Learning And Deep Learning JOURNAL OF PHYSICS: CONFERENCE SERIES Publication In Scopus CO-AUTHOR	2021
Enhancement Of Individuality Representation For Multi-Biometric Identification IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING Publication In Scopus CO-AUTHOR	2020
Deep Layer Cnn Architecture For Breast Cancer Histopathology Image Detection ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING Publication In Scopus UTM FIRST AUTHOR	2020
Feature Selection For Malicious Android Applications Using Symmetrical Uncert Attribute Eval Method IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING Publication In Scopus CO-AUTHOR	2020
Exploring Permissions In Android Applications Using Ensemble-Based Extra Tree Feature Selection INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE Publication In Scopus CO-AUTHOR	2020
Enhanced Of Autism Spectrum Disorder Using Grey Relational Analysis And Supervised Learning For Classification IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING Publication In Scopus CO-AUTHOR	2020
Comparison Of Global And Local Features For Authord Identification By Using Geometrical And Zoning Methods JOURNAL OF PHYSICS: CONFERENCE SERIES Publication In Scopus CO-AUTHOR	2020
Convolutional Neural Network Long Short-Term Memory (Cnn + Lstm) For Histopathology Cancer Image Classification ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING Publication In Scopus CO-AUTHOR	2020
Feature Selection For Malicious Android Application Using Symmetricaluncertattributeeval Method SUSTAINABLE AND INTEGRATED ENGINEERING INTERNATIONAL CONFERENCE 2019 Conference Paper CO-AUTHOR	2019

Showing 1 to 15 of 190 entries

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Intellectual Property Name	Grant Register No.	IP Level	IP Category
A METHOD FOR TRAINING A RADIAL BASIS FUNCTION NETWORK		NATIONAL	PATENT
MOBILE WEB PRE-FETCHING SYSTEM	MY-161479-A	NATIONAL	PATENT
METHOD AND SYSTEM OF MISSING DATA IMPUTATOR		NATIONAL	PATENT
METHODS AND PROGRAM PRODUCT FOR CONSTRUCTING A SURFACE FOR COMPLEX OBJECTS	MY-168179-A	NATIONAL	PATENT
METHOD AND SYSTEM OF ARTIFICIAL LIFE NEURAL NETWORK CACHING PERFORMANCE DETECTION	MY-149134-A	NATIONAL	PATENT
METHOD AND SYSTEMS OF OPTIMIZING NURBS SURFACE FITTING FOR SHIP HULL WITH SIMULATED ANNEALING	MY-149025-A	NATIONAL	PATENT
IMMA-D:IMMUNE-BASED ANOMALY DETECTOR	MY- 152577-A	NATIONAL	PATENT
A HYBRID PARAMETERIZATION METHOD FOR NURBS.	MY- 142860-A	NATIONAL	PATENT
HYBRID CFS-PSOBP FORECASTING MODEL FOR MULTIVARIATE TIME SERIES	LY2018002356	NATIONAL	COPYRIGHT
HYBRID PREDICTIVE MODEL USING A NEW SCHEME FOR RANKING AND RATING FEATURES	LY2017005907	NATIONAL	COPYRIGHT
GEOMETRICAL FEATURE EXTRACTOR FOR HUMAN ACTION IN VIDEO SURVEILLANCE	LY2017004343	NATIONAL	COPYRIGHT
WORK FLOW PROCESS FOR THE OPTIMIZED FEATURE SELECTION SCHEME OF PARTICLE SWARM OPTIMIZATION AND DECISION TREE C4.5 FOR FUZZY CLASSIFIER WITH CLASSIFICATION ACCURACY AS FITNESS CRITERION FCPSO	LY2016003797	NATIONAL	COPYRIGHT
NTH DIMENSIONAL OCTAGONAL LATTICE STRUCTURE FOR SELF ORGANIZING MAP	LY2017005940	NATIONAL	COPYRIGHT
SUPERVISED INVARIANT DISCRETIZATION FOR STANDARD FEATURE REPRESENTATION	LY2017003199	NATIONAL	COPYRIGHT
MULTI OBJECTIVE HYBRID SWARM INTELLIGENCE BASED RADIAL BASIS FUNCTION NETWORK ALGORITHM	-	NATIONAL	COPYRIGHT

Showing 1 to 15 of 47 entries

Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL

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Supervision List
AZAH KAMILAH BT. DRAMAN @ MUDA AUTHORSHIP INVARIANCENESS FOR WRITER IDENTIFICATION USING INVARIANT DISCRETIZATION AND MODIFIED IMMUNE CLASSIFIER PHD GRADUATED SUPERVISOR 2009
KUOK KING KUOK PARAMETER OPTIMIZATION METHODS FOR CALIBRATING TANK MODEL AND NEURAL NETWORK MODEL FOR RAINFALL-RUNOFF MODELING PHD GRADUATED CO-SUPERVISOR 2010
ROSELINA BTE SALLEH @ SALLEHUDDIN HYBRIDIZATION OF NONLINEAR AND LINEAR MODELS FOR TIME SERIES FORECASTING PHD GRADUATED SUPERVISOR 2010
LEE ZHI SAM ENHANCED FEATURE SELECTION METHOD FOR ILLICIT WEB CONTENT FILTERING PHD GRADUATED CO-SUPERVISOR 2010
MOHD ZAKREE BIN AHMAD NAZRI TAXONOMY LEARNING FROM MALAY TEXTS USING ARTIFICIAL IMMUNE SYSTEM BASED CLUSTERING PHD GRADUATED SUPERVISOR 2011
SULTAN NOMAN QASEM MEMETIC MULTI-OBJECTIVE EVOLUTIONARY ALGORITHMS OF RADIAL BASIS FUNCTION NETWORK FOR CLASSIFICATION PROBLEMS PHD GRADUATED SUPERVISOR 2011
ANAZIDA BINTI ZAINAL AN ADAPTIVE INTRUSION DETECTION MODEL FOR DYNAMIC NETWORK TRAFFIC PATTERNS USING MACHINE LEARNING TECHNIQUES PHD GRADUATED CO-SUPERVISOR 2011
HAMID RASTEGARI WEB SEARCH PERSONALIZATION USING ANT FORAGING MODEL AND ARTIFICIAL IMMUNE SYSTEMS PHD GRADUATED SUPERVISOR 2011
SARINA BINTI SULAIMAN OPTIMISATION OF INTELLIGENT MOBILE WEB PRE-CACHING USING SOCIAL NETWORK ANALYSIS PHD GRADUATED SUPERVISOR 2012
WALEED ALI AHMED ABDULLAH INTELLIGENT WEB PROXY CACHING BASED ON SUPERVISED MACHINE LEARNING PHD GRADUATED SUPERVISOR 2012
NOR BAHIAH BINTI HJ. AHMAD GRANULAR MINING APPROACH FOR IDENTIFYING STUDENT'S LEARNING STYLE IN E-LEARNING ENVIRONMENT PHD GRADUATED SUPERVISOR 2012
ZAHRA BEHESHTI CENTRIPETAL ACCELERATED PARTICLE SWARM OPTIMIZATION AND ITS APPLICATIONS IN MACHINE LEARNING PHD GRADUATED SUPERVISOR 2012
FALAH Y.H AHMED IMPROVED SPIKEPROP ALGORITHM FOR NEURAL NETWORK LEARNING PHD GRADUATED SUPERVISOR 2013
SHAFAATUNNUR BINTI HASAN MULTI-STRATEGY SELF-ORGANISING MAP LEARNING PHD GRADUATED SUPERVISOR 2013
VAZEERUDEEN ABDUL HAMEED IMPROVISED FORMULATION OF GEOMETRICAL MOMENT INVARIANT FUNCTIONS FOR OBJECT RECOGNITION PHD GRADUATED SUPERVISOR 2013

Showing 1 to 15 of 100 entries