UTM Scholar : DR. SHAFAATUNNUR BINTI HASAN

GRANT(PI & MEMBERS)

42

PUBLICATIONS

43

INDEXED PUBLICATION

31

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

Legend : SPONSOR TYPE OF GRANT

Grant Name	Year
SWK 6.1 : The Socio-economic Impacts of Ecotourism for Wildlife Conservation and Sustainable Livelihood Jabatan Tanah dan Survei Sarawak Government Agency Grant	2024
SWK 6.2 : Database development on Socio-economic management for wildlife tourism and conservation Jabatan Tanah dan Survei Sarawak Government Agency Grant	2024
Digitalization of teaching materials from PC to Electronic Braille Embosser RUG OF UTM DIGITAL-INFUSED GRANT	2024
LEARNING FROM IMBALANCE DATA USING TWO-PHASE DEEP NEURAL NETWORKS WITH ROBUST OPTIMIZATION UNIVERSITI TEKNOLOGI MALAYSIA Junior Visiting Researcher	2024
Novel framework development for crowdsourcing mobile-based biodiversity data inventory of Johor Protected Areas MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2023
Algorithm Modelling of Crack Damage and Severity Detection using Deep Learning Technique RUG OF UTM UTM Fundamental Research	2022
Development of Sustainable Wildlife Tourism Program in Malaysian National Parks TOKYO METROPOLITAN UNIVERSITY International Grant	2021
TEKNOLOGI PENYIMPANAN AWAN KOMUNITI UNTUK BAHAGIAN TEKNOLOGI PENDIDIKAN NEGERI JOHOR RUG OF UTM UTM Encouragement Research	2019
HIR 4.1 : SCALABLE ANALYTICS ALGORITHM FOR DIGITAL INTELLIGENCE ENVIRONMENT RUG OF UTM High Impact Research Grant	2018
QR BIG DATA CODE ON THE CLOUD RUG OF UTM COE Research Grant	2018
A New AUC based Learning with Hybrid Fuzzy Classifier for Class Imbalance Problem MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2017
GPUMLiB: Big Data Streaming for Visualization Analytics RUG OF UTM Tier 1	2017
KINSHIP VERIFICATION USING NEW DEEP CNN FEATURES RUG OF UTM Tier 1	2017
Pilot Deployment of Intelligent Mobile Web Pre-fetching for Community Cloud Computing MINISTRY OF EDUCATION Prototype Development Research Grant Scheme	2016
FACIAL BASED BIOMETRIC SECURITY FOR ONLINE E-TICKETING RUG OF UTM Tier 2	2016
AIRPORT DELAY FORECAST MODEL JEPPESEN GMBH,GERMANY Contract	2016
CLASS IMBALANCE LEARNING IN CUSTOMER BEHAVIOUR PREDICTIVE ANALYTICS FOR TOURISM RUG OF UTM Tier 1	2016
MOBILE ANALYTICS DATABASE SUMMARIZATION FOR MALAYSIA AIR POLLUTANT INDEX DATA RUG OF UTM Tier 1	2016
INTELLIGENT PREDICTIVE ANALYTICS FOR RETAIL INDUSTRY RUG OF UTM Tier 1	2016
Massive Parallelism of Harmony Memory in N-dimensional Space MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2015
P SYSTEM FOR BREATDH FIRST SEARCHING IN SHORTEST PATH ALGORITHMS MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2015
MULTIMODAL BIOMETRIC IDENTIFICATION SYSTEM PROTOTYPE FOR PERSONAL IDENTIFICATION MINISTRY OF EDUCATION Prototype Development Research Grant Scheme	2015
BIG DATA FRAMEWORK AND ANALYTICS FOR PALM OIL MILL EFFLUENT(POME) RUG OF UTM Flagship	2015
OCTAGONAL-BASED SELF ORGANIZING MAP LATTICE STRUCTURE FOR BIG DATA CLASSIFICATION PROBLEM RUG OF UTM Potential Academic Staff	2014
MACHINE LEARNING PREDICTIVE ENGINE FOR BIG DATA PROBLEMS RUG OF UTM Flagship	2014
Multi Strategy Self Organizing Learning MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2014
Predictive Analytics Framework for E-Learning Big Data Computing RUG OF UTM Flagship-Research Group	2014

Legend : PUBLICATION CATEGORY TYPE OF AUTHORS

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
A Hybrid Deep Learning Architecture For Opinion-Oriented Multi-Document Summarization Based On Multi-Feature Fusion KNOWLEDGE-BASED SYSTEMS Publication In Web Of Science UTM FIRST AUTHOR	2021
Stress Detection Using Machine Learning And Deep Learning JOURNAL OF PHYSICS: CONFERENCE SERIES Publication In Scopus UTM FIRST AUTHOR	2021
Deep Layer Cnn Architecture For Breast Cancer Histopathology Image Detection ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING 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
Convolutional Neural Network Long Short-Term Memory (Cnn + Lstm) For Histopathology Cancer Image Classification ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING Publication In Scopus UTM FIRST 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 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
The Need For Polymorphic Encryption Algorithms: A Review Paper JOURNAL OF THEORETICAL AND APPLIED INFORMTION TECHNOLOGY Publication In Scopus UTM FIRST AUTHOR	2020
A Preliminary Study On Learning Challenges In Machine Learning-Based Flight Delay Prediction INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING Journal Article Non Citation-Indexed UTM FIRST AUTHOR	2019
Feature Selection For Malicious Android Application Using Symmetricaluncertattributeeval Method SUSTAINABLE AND INTEGRATED ENGINEERING INTERNATIONAL CONFERENCE 2019 Conference Paper CO-AUTHOR	2019
MOBILE ANALYTICS DATABASE SUMMARIZATION FOR MALAYSIA AIR POLLUTANT INDEX DATA Clasified/Technical Report CO-AUTHOR	2019
Deep Learning-Based Sentiment Classification Of Evaluative Text Based On Multi-Feature Fusion INFORMATION PROCESSING & MANAGEMENT Publication In Web Of Science UTM FIRST AUTHOR	2019
A New Framework For Dynamical Resources Planning System In Shipbuilding Industry INT. J. ADVANCE SOFT COMPU. APPL (IJASCA) Publication In Scopus UTM FIRST AUTHOR	2019
Deep Learning Layer Convolutional Neural Network (Cnn) Scheme For Cancer Image IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING Publication In Scopus UTM FIRST AUTHOR	2019
An Overview Of Uni- And Multi-Biometric Identification Of Identical Twins IEIE TRANSACTIONS ON SMART PROCESSING AND COMPUTING Publication In Scopus CO-AUTHOR	2019
Deep Learning For Image Processing In Weka Environment INTERNATIONAL JOURNAL ADVANCE SOFT COMPUTING AND ITS APPLICATION Publication In Scopus CO-AUTHOR	2019
A Multi-Shape Hybrid Symmetric Encryption Algorithm To Thwart Attacks Based On The Knowledge Of The Used Cryptographic Suite JOURNAL OF INFORMATION SECURITY AND APPLICATIONS Publication In Web Of Science UTM FIRST AUTHOR	2019
Automatic Sentiment-Oriented Summarization Of Multi-Documents Using Soft Computing SOFT COMPUTING Publication In Web Of Science CO-AUTHOR	2019
Multi-Strategy Learning And Deep Harmony Memory Improvisation For Self-Organizing Neurons SOFT COMPUTING Publication In Web Of Science CORRESPONDING AUTHOR	2019
Multi-Parameters Optimization From Agricultural Waste Using Genetic Algorithm ADVANCED SCIENCE LETTERS Publication In Web Of Science CO-AUTHOR	2018
Gpu-Based Capso With N-Dimension Particles ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING BOOK SERIES Publication In Scopus CORRESPONDING AUTHOR	2018
Statistical And Nature-Inspired Metaheuristics Analysis On Flexirubin Production INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATIONS Publication In Scopus CORRESPONDING AUTHOR	2018
Machine Learning-Based Multi-Documents Sentiment-Oriented Summarization Using Linguistic Treatment EXPERT SYSTEMS WITH APPLICATIONS Publication In Web Of Science CO-AUTHOR	2018
Convolution Neural Network For Detecting Histopathological Cancer Detection ADVANCED SCIENCE LETTERS Publication In Web Of Science CO-AUTHOR	2018
Key-Dependent Advanced Encryption Standard 2018 INTERNATIONAL CONFERENCE ON COMPUTER, CONTROL, ELECTRICAL, AND ELECTRONICS ENGINEERING (ICCCEEE) Proceedings UTM FIRST AUTHOR	2018
Automatic 2d Image Segmentation Using Tissue-Like P System INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATIONS Publication In Scopus CO-AUTHOR	2018
Spark Machine Learning For Decision Tree Classification UTM COMPUTING PROCEEDING: INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATIONS Proceedings UTM FIRST AUTHOR	2017
Web Engine Integration For Self-Organizing Map Learning UTM COMPUTING PROCEEDINGS: INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATIONS Proceedings UTM FIRST AUTHOR	2017
Mining Of E-Learning Behavior Using Som Clustering 6TH INTERNATIONAL STUDENT PROJECT CONFERENCE (ICT-ISPC), 2017 Conference Paper CO-AUTHOR	2017
Multi-Back Propagation (Mbp) Algorithm For Big Data Application UTM COMPUTING PROCEEDINGS: INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATIONS Proceedings UTM FIRST AUTHOR	2017
Massive Learning Algorithm In Surface Reconstruction UTM COMPUTING PROCEEDING : INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATIONS Proceedings UTM FIRST AUTHOR	2017
A Review Of Kdd-Data Mining Framework And Its Application In Logistics And Transportation INTERNATIONAL JOURNAL OF SUPPLY CHAIN MANAGEMENT Publication In Scopus CO-AUTHOR	2016
Gpu-Based Multiple Back Propagation For Big Data Problems INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATIONS Publication In Scopus CO-AUTHOR	2016
A Differential-Based Harmony Search Algorithm For The Optimization Of Continuous Problems EXPERT SYSTEMS WITH APPLICATIONS Publication In Web Of Science CO-AUTHOR	2016
Tissue-Like P System For Segmentation Of 2d Hexagonal Images ARO-THE SCIENTIFIC JOURNAL OF KOYA UNIVERSITY Publication In Web Of Science CO-AUTHOR	2016
Student Behavior Analysis Using Self-Organizing Map Clustering Technique ARPN JOURNAL OF ENGINEERING AND APPLIED SCIENCES Publication In Scopus CO-AUTHOR	2015
Memetic Binary Particle Swarm Optimization For Discrete Optimization Problems INFORMATION SCIENCES Publication In Web Of Science CO-AUTHOR	2015
Octasom- An Octagonal Based Som Lattice Structure For Biomedical Problems INTERNATIONAL CONFERENCE ON COMPUTING AND INFORMATICS(ICOCI 2015) Publication In Web Of Science CORRESPONDING AUTHOR	2015
Wireless Monitoring For Big Data Centre Server Room And Equipments 2015 INTERNATIONAL CONFERENCEON SCIENCE IN INFORMATION TECHNOLOGY Proceedings CO-AUTHOR	2015
Data Science Vs Big Data @ Utm Big Data Centre 2015 INTERNATIONAL CONFERENCE ON SCIENCE IN INFORMATION TECHNOLOGY Proceedings CO-AUTHOR	2015
Machine Learning Big Data Framework And Analytics For Big Data Problems INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATION Publication In Scopus CORRESPONDING AUTHOR	2014
Soft Computing Methods For Big Data Problem GPU COMPUTING AND APPLICATION Book Chapter UTM FIRST AUTHOR	2014

Legend : IP CATEGORY IP LEVEL

Intellectual Property Name	Grant Register No.	IP Level	IP Category
NTH DIMENSIONAL OCTAGONAL LATTICE STRUCTURE FOR SELF ORGANIZING MAP	LY2017005940	NATIONAL	COPYRIGHT
RESOURCE OPTIMIZATION AND SIMULATION MODEL FOR ZONE OUTFITTING IN SHIPBUILDING.		NATIONAL	COPYRIGHT
BINATANG-GO/ VIRTUAL HUNTING : THE TOURIST ATTRACTION FRAMEWORK		NATIONAL	COPYRIGHT

Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL

Supervision List
RAFAA ISMAEL YAHYA TISSUE-LIKE P SYSTEM FOR REGION-BASED AND EDGE-BASED IMAGE SEGMENTATIONS PHD GRADUATED CO-SUPERVISOR 2016
MAHMOUD AHMAD SALEM AL-KHASAWNEH ENHANCED IMAGE ENCRYPTION SCHEME WITH NEW MAPREDUCE APPROACH FOR BIG SIZE IMAGES PHD GRADUATED SUPERVISOR 2018
WAMDA ABDELRAHMAN ELHAG NAGMELDIN ENHANCED FULLY HOMOMORPHIC ENCRYPTION SCHEME USING MODIFIED KEY GENERATION FOR CLOUD ENVIRONMENT PHD GRADUATED CO-SUPERVISOR 2019
BAYAN OMAR MOHAMMED MULTIMODAL BIOMETRICS SCHEME BASED ON DISCRETIZED EIGEN FEATURE FUSION FOR IDENTICAL TWINS IDENTIFICATION PHD GRADUATED CO-SUPERVISOR 2019
ABDELRAHMAN ABDELGADER ALTIGANI ABDELGADER MULTI-SHAPE SYMMETRIC ENCRYPTION MECHANISM FOR NON-GENERIC ATTACKS MITIGATION PHD GRADUATED SUPERVISOR 2022
HOWIDA ABUBAKER ABDULLA AL-KAAF INTEGRATED INFORMATION GAIN WITH EXTRA TREE ALGORITHM FOR FEATURE PERMISSION ANALYSIS IN ANDROID MALWARE CLASSIFICATION PHD GRADUATED CO-SUPERVISOR 2022
MASJURAIZI BIN CHE SOH ENCHANCEMENT OF RESOURCES PLANNING AND SCEDULING FRAMEWORK BASED ON ZONING FOR OUTFITTING PROCESS IN SHIPBUILDING PHD GRADUATED SUPERVISOR 2022
SITI NURULASILAH BT SUHAIMI OPTIMIZING PIGMENT PRODUCTION FROM AGRICULTURAL WASTE USING METAHEURISTIC-BASED ALGORITHMS PHD GRADUATED SUPERVISOR 2022
ZANARIAH BINTI ZAINUDIN ENHANCED CONVOLUTIONAL NEURAL NETWORK MODEL WITH BAYESIAN HYPERPARAMETER OPTIMIZATION FOR HISTOPATHOLOGY IMAGE CLASSIFICATION PHD GRADUATED SUPERVISOR 2023
ISMAIL BABAJIDE MUSTAPHA MINORITY ROBUST OPTIMIZATION FOR LEARNING IN DEEP NEURAL NETWORKS FOR IMBALANCED LEARNING OF TABULAR DATA PHD GRADUATED SUPERVISOR 2023
HATEM S Y NABUS INFORMATIVE DIFFICULT OVERSAMPLING APPROACHES FOR IMBALANCED DATA CLASSIFICATION PHD GRADUATED CO-SUPERVISOR 2024
AHMED KAMAL ALDIN SAHL MOHAMMED ALMARDI PHD ON GOING SUPERVISOR
SALISU MUSA BORODO SELECT FROM MODEL FEATURE SELECTION WITH OVERSAMPLING FOR IMBALANCE BIG DATA AND OVERLAPPING CLASSIFICATION PHD ON GOING CO-SUPERVISOR
AMANTAY BILASH MASTER GRADUATED CO-SUPERVISOR 2015
EBRAHIM KHAJEH HARMONY SEARCH ALGORITHM FOR EDGE DETECTION MASTER GRADUATED CO-SUPERVISOR 2015
ISMAIL BABAJIDE MUSTAPHA MINORITY ROBUST OPTIMIZATION FOR DEEP IMBALANCED LEARNING OF TABULAR DATA MASTER GRADUATED CO-SUPERVISOR 2015
AFOLABI, LATEEFAT TEMITOPE MASTER GRADUATED CO-SUPERVISOR 2015
UMI FARHANA BINTI ALIAS STUDENT BROWSING BEHAVIOUR ANALYSIS SCHEME WITH PRINCIPAL COMPONENT ANALYSIS AND SELF-ORGANIZING MAP MASTER GRADUATED CO-SUPERVISOR 2017
SITI ZUHRA BINTI ABU BAKAR MASTER GRADUATED CO-SUPERVISOR 2017
VINITHA A/P RAVICHANDRAN MASTER GRADUATED SUPERVISOR 2018