UTM Scholar : PROF. MADYA DR. SITI SOPHIAYATI BINTI YUHANIZ

GRANT(PI & MEMBERS)

59

PUBLICATIONS

92

INDEXED PUBLICATION

43

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

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Grant Name	Year
Cyberbullying Detection on Twitter Using Supervised Learning: Grid Search Optimization of SVM and Random Forest Models with Content-Based Features RUG OF UTM Potential Academic Staff	2024
MG2 - 9.1: Motion and Emotion Detection for Education and Work Environment Using Improved Artificial and Swarm Intelligence Machine Vision System RUG OF UTM Matching Grant	2023
MG2-9.0: Motion and Emotion Detection for Education and Work Environment Using Improved Artificial and Swarm Intelligence Machine Vision System UNIVERSITI MALAYSIA KELANTAN Others-MG	2022
Business Analytics Competencies Among Management Accountants: Comparative Study Between Malaysia and Indonesia UNIVERSITAS AIRLANGGA International Grant	2021
Improving Topic Modelling Technique through Deep Learning Clustering Methods to Analyse Depression Signs from Social Media in Malaysia During COVID-19 Fundamental Research Grant Scheme	2021
RUN YOUR RAYA FAT AWAY 2021 JOOBLII COMMERCE SDN. BHD. Business Entity	2021
What People Says About Us?: Understanding the Projected Muslim Destination Image through Tourist Review via Text Mining in Social Network Analysis KEMENTERIAN PELANCONGAN, SENI DAN BUDAYA MALAYSIA Non Goverment Agency	2021
Image Recognition to Predict Agricultural Crops Disease G3 GLOBAL BERHAD Contract	2020
Face recognition of multi facial Malaysian people including face mask with machine learning GREEN PACKET BERHAD Contract	2020
ERASMUS+ CAPACITY BUILDING IN THE FIELD OF HIGHER EDUCATION- MASTER DEGREE IN INDUSTRY 4.0 EUROPEAN UNION Business Entity	2019
CRG 45.1 : Integration of Blockchain-IoT for Autonomous Quality Fish Supply Chain Traceability UNIVERSITI TEKNOLOGI MALAYSIA Collaborative Research Grant	2019
Modified Extract Transform Load (ETL) for Improving Big Data Integration Algorithm in StreamlinedCreation and Updating OLAP database Processing Fundamental Research Grant Scheme	2019
Formulation of Multi-hypothesis Approach using Visual-based and WLAN Fingerprinting for Accurate Indoor Positioning Fundamental Research Grant Scheme	2019
Heart Failure Patient Readmission Prediction System using Data Mining Technique in Malaysian Healthcare Environment RUG OF UTM Tier 2	2019
FORMULATION OF HYBRID SIDE MATCH VECTOR QUANTIZATION-GENETIC ALGORITHM (SMVQ-GA) FOR INCREASING PAYLOAD CAPACITY IN DATA HIDING Fundamental Research Grant Scheme	2019

Showing 1 to 15 of 47 entries

Legend : PUBLICATION CATEGORY TYPE OF AUTHORS

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Publication Name	Year
RINGKASAN EKSEKUTIF BAGI PELAN STRATEGIK PENDIGITALAN 2024-2028 Clasified/Technical Report CO-AUTHOR	2024
PELAN STRATEGIK PENDIGITALAN UTM TAHUN 2024-2028 Clasified/Technical Report CO-AUTHOR	2024
Deep Neural Network Towards Url Classification Using Effective Url Tokens THE 3RD INTERNATIONAL CONFERENCE ON ICMIC 2024 MOBILE, MILITARY, AND MARITIME IT CONVERGENCE Proceedings UTM FIRST AUTHOR	2024
Leveraging Data Mining And Nlp For Service Readiness: The Case Of Hotel Industry THE 3RD INTERNATIONAL CONFERENCE ON M3 IT CONVERGENCE Proceedings UTM FIRST AUTHOR	2024
Fine-Grained Multilingual Hate Speech Detection Using Explainable Ai And Transformers IEEE ACCESS Publication In Web Of Science UTM FIRST AUTHOR	2024
Decoding Digital Hostility: Examining And Addressing Hate Speech On Social Media Platforms 2024 IEEE 1ST KARACHI SECTION HUMANITARIAN TECHNOLOGY CONFERENCE, KHI-HTC 2024 Publication In Scopus UTM FIRST AUTHOR	2024
Forecasting Stock Prices Changes Using Long-Short Term Memory Neural Network With Symbolic Genetic Programming SCIENTIFIC REPORTS JOURNAL Publication In Web Of Science CO-AUTHOR	2024
A Comparative Study Of Automatic Hate Speech Detection Using Machine Learning 2024 IEEE 1ST KARACHI SECTION HUMANITARIAN TECHNOLOGY CONFERENCE (KHI-HTC) Publication In Scopus UTM FIRST AUTHOR	2024
Kics Visit To Utm Kuala Lumpur UTM NEWSHUB: NEWS #793916 Article In Mass Media INDIVIDUAL AUTHOR	2024
Konvoi Merdeka Utm 2024: Semarak Patriotisme Dan Tanggungjawab Sosial UTM NEWSHUB Article In Mass Media INDIVIDUAL AUTHOR	2024
Improvements Of Patient Waiting Time Using Ble-Based Real-Time Location System In Emergency And Trauma Department THE 2ND INTERNATIONAL CONFERENCE ON MARITIME IT CONVERGENCE Proceedings CO-AUTHOR	2023
An Intelligent Feature Selection Approach Based On A Novel Improve Binary Sparrow Search Algorithm For Covid-19 Classification INTERNATIONAL JOURNAL OF INTELLIGENT ENGINEERING AND SYSTEMS Publication In Scopus UTM FIRST AUTHOR	2023
Optimal Feature Selection Using Novel Flamingo Search Algorithm For Classification Of Covid-19 Patients From Clinical Text MATHEMATICAL BIOSCIENCES AND ENGINEERING Publication In Web Of Science UTM FIRST AUTHOR	2023
Projek Rumah Sejahtera Bukti Utm Komited Bantu Pelajar UTM NEWSHUB Article In Mass Media INDIVIDUAL AUTHOR	2023
Automated Selection Of Optimal Number Of Topics In Latent Dirichlet Allocation Using Jensen Shannon Divergence For Text Classification THE 2ND INTERNATIONAL CONFERENCE ON MARITIME IT CONVERGENCE Conference Paper UTM FIRST AUTHOR	2023

Showing 1 to 15 of 92 entries

Legend : IP CATEGORY IP LEVEL

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Intellectual Property Name	Grant Register No.	IP Level	IP Category
INTELLGENT IMAGE PROCESSING ON BOARD SMALL EARTH OBSERVATION SATELLITES		NATIONAL	PATENT
HOW TO DEAL AND RESPONSE TO REVIEWER’S COMMENT?		NATIONAL	COPYRIGHT
CAREER PLANNING: HOW DO YOU MARKET YOUSELF?		NATIONAL	COPYRIGHT
STRATEGIC RESEARCH PUBLICATION		NATIONAL	COPYRIGHT
SISTEM APLIKASI APEL(C)		NATIONAL	COPYRIGHT
ONLINE VIVA CHECKLIST GUIDE	IP/CR/00430	NATIONAL	COPYRIGHT
A GUIDE TO CONDUCTING ONLINE ORAL EXAMINATIONS: HOW TO CHAIR AN ONLINE ORAL EXAMINATION	IP/CR/00429	NATIONAL	COPYRIGHT

Showing 1 to 7 of 7 entries

Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL

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Supervision List
DEWI NASIEN FEATURE EXTRACTION AND SELECTION ALGORITHM FOR CHAIN CODE REPRESENTATION OF HANDWRITTEN CHARACTER PHD GRADUATED SUPERVISOR 2011
DIAN PALUPI RINI IMPROVING INTERPRETABILITY AND ACCURACY IN ADAPTIVE NEURO-FUZZY SYSTEM USING PARTICLE SWARM OPTIMIZATION PHD GRADUATED CO-SUPERVISOR 2017
ALIAKBAR KESHTKARAN CROSS-DOCUMENT COREFERENCE RESOLUTION MODEL BASED ON NEURAL ENTITY EMBEDDING PHD GRADUATED SUPERVISOR 2021
NOR'ASNILAWATI BINTI SALLEH A HYBRID RECURRENT NEURAL NETWORK AND LONG SHORT-TERM MEMORY FOR SIMPLIFIED GENERAL PERTURBATIONS-4 MODEL IN ORBIT PROPAGATION PHD GRADUATED SUPERVISOR 2022
AMIR YASSEEN MAHDI ALWDAAH HYBRID FEATURE SELECTION MODELS FOR COVID-19 CLINICAL TEXTS BASED ON SPARROW AND FLAMINGO ALGORITHMS PHD GRADUATED SUPERVISOR 2023
KAZIM RAZA TALPUR CYBERBULLYING DETECTION IN ROMAN URDU USING COMBINATION OF LEXICON AND MACHINE LEARNING APPROACHES PHD GRADUATED SUPERVISOR 2023
SHERIF MAGDY MOHAMED ABDELAZIZ BARAKAT HYBRID OPTIMIZED APPROACH FOR SOLVING GENOME MISASSEMBLY BY PRIOR IDENTIFICATION OF REPETITIVE SEQUENCES PHD GRADUATED CO-SUPERVISOR 2024
NUR FARHANA BINTI HORDRI HYBRID DEEP NEURAL NETWORK AND PARTICLE SWARM OPTIMISATION FOR CREDIT CARD FRAUD DETECTION PHD GRADUATED SUPERVISOR 2024
SAFDAR ALI SOOMRO SENTIMENT ANALYSIS OF SINDHI NEWSPAPER HEADLINES USING MACHINE LEARNING APPROACHES PHD ON GOING SUPERVISOR
JUDE NDUBUISI OWUAMANAM MOBILE SOCIAL MEDIA USE IN CRISIS: PREDICTING COMMUNITY RESILIENCE USING MACHINE LEARNING AND SOCIAL MEDIA COMMUNICATION MODELSMO PHD ON GOING CO-SUPERVISOR
ZAFAR ALI A PROPOSED NOVEL FEATURE ENGINEERING TECHNIQUE FOR&NBSP; MULTICLASS URL CLASSIFICATION THROUGH DEEP LEARNING&NBSP; PHD ON GOING SUPERVISOR
NURRUL AKMA BINTI MAHAMAD AMIN MULTIMODAL FEATURES EXTRACTION AND SELECTION SCHEME FOR PERSONALITY TRAITS RECOGNITION IN JOB SCREENING INTERVIEW VIDEO. PHD ON GOING CO-SUPERVISOR
MONER ALAJELI FARJ ABOUODEN &NBSP; REPURCHASE INTENTIONS PREDICTION THROUGH A COMBINATION OF QUESTIONNAIRES AND CUSTOMER ONLINE REVIEWS PHD ON GOING SUPERVISOR
FARAHSAT JABIN TRANSFORMER BASED MODEL FOR DETECTING DEPRESSION IN SOCIAL MEDIA PHD ON GOING CO-SUPERVISOR
LI QI A GENETIC BASED HYBRID DEEP LEARNING NETWORK WITH MULTI-SOURCE INFORMATION FUSION FOR STOCK PREDICTION AND OPTIMIZATION &NBSP; PHD ON GOING CO-SUPERVISOR

Showing 1 to 15 of 42 entries