RESEARCHER INFO
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Associate Prof. Ts. Dr. Nor Hazlyna binti Harun
UUM College of Arts and Sciences
Pengkomputeran
hazlyna@uum.edu.my
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RESEARCH PROFILE

Scopus Publons ORCiD Research Gate Google Scholar

ACADEMIC QUALIFICATION

12013, PhD Kejuruteraan Elektronik Perubatan, UniMAP Perlis, Universiti Malaysia Perlis
21999, Master of Education Pendidikan, UTM, Universiti Teknologi Malaysia
31998, Bachelor of Science Kejuruteraan Elektrik, UTM, Universiti Teknologi Malaysia
41994, Diploma Kejuruteraan Elektronik, Ungku Omar, Ipoh Perak, Politeknik
51993, Certificate Kejuruteraan Elektrik, Ungku Omar, Ipoh Perak, Politeknik

AWARD

1 SILVER MEDAL -COMPARISON OF IMAGE SEGMENTATION TECHNIQUES ON UNDERWATER IMAGES FOR FISH DISEASE DETE, SOC UUM, 2023, Kebangsaan
2 GOLD MEDAL - AUTOMATED DETECTION OF FISH DISEASE BASED ON IMAGE SEGEMENTATION (FISH DISEASE DETECTOR, SOC UUM, 2023, Kebangsaan
3 BEST PAPER AWARD, SOC UUM, 2023, Antarabangsa
4 ANUGERAH BUDI DIKENANG, SOC UUM, 2022, Pusat Pengajian/Jabatan
5 ANUGERAH PRESTASI CEMERLANG, SOC UUM, 2022, Pusat Pengajian/Jabatan
6 ANUGERAH PENULIS (H-INDEX TERTINGGI), SOC UUM, 2022, Pusat Pengajian/Jabatan
7 GOLD MEDAL(OUTLIER DETECTION IN WATER QUALITY BASED ON LOCAL OUTLIER FACTOR AND ISOLATION FOREST), SOC UUM, 2022, Kebangsaan
8 GOLD MEDAL (DIABETIC RETINOPATHY TRACKER SYSTEM), SOC UUM, 2022, Kebangsaan
9 GOLD MEDAL (EARLY SCREENING FISH DISEASE SYSTEM), SOC UUM, 2022, Kebangsaan
10 ANUGERAH PENULIS TERBAIK (JURNAL), Pusat Pengajian Pengkomputeran, 2022, Pusat Pengajian/Jabatan
11 Gold Medalist (Automated Fish Egg Counting System based on Tilapia Fish Egg), UUM, 2021, Kebangsaan
12 Gol Medalist(Eye Retinal Imaging System), UUM, 2021, Kebangsaan
13 Assistant Vice Chancellor Award(AUTOMATED ENHANCEMENT SYSTEM FOR DIABETIC RETINOPATHY BASED ON FUND, UUM, 2021, Kebangsaan
14 Best Paper Award, UNIMAP, 2020, Antarabangsa
15 i-Ria 2019 -Bronze Medal, School of Computing, UUM, 2019, Kebangsaan
16 Hakcipta(LY2019002836- Hybrid PSO-Contrast Stretching Method), myIPO (Perbadanan Harta Inetelek Malaysia), 2019, Kebangsaan
17 Appointment as Reviewer, Elsevier, 2019, Antarabangsa
18 Automated Counting System based on Chronic Image -Fuzzy c-means, School of Computing UUM, 2019, Kebangsaan
19 i-Ria 2019-Gold Medal (Automated Counting System based on Chronic Image-k means), School of Computing, UUM, 2019, Kebangsaan
20 iria2018-Gold Medal(Automated Cell Counting System For Chronic Leukemia-Color Thereshold), School of Computing, 2018, Kebangsaan
21 i-ria 2018-Silver Medal (Automated Detection Cell based on Acute Leukemia Disease-kmeans& MF), School of Computing, 2018, Kebangsaan
22 ROYALTI BUKU TEKS KATEGORI PENULIS, UUM PRESS, 2018, Universiti
23 Anugerah Perkhidmatan Cemerlang 2016, UUM, 2017, Universiti
24 BEST PRESENTER AWARD, IPN EDUCATION GROUP & RUDN UNIVERSITY MOSCOW, 2017, Antarabangsa
25 Gold Medal, UNIMAP, 2014, Universiti
26 Bronze Medal (A Low Cost Automated Screening System for Acute Leukemia), Malaysian Association of Research Scientists (MARS), 2010, Kebangsaan

RECOGNITION

1 JURI,JK PENJURIAN,Antarabangsa,2021
2 REVIEWER, PENILAI ARTIKEL,Antarabangsa,2022
3 PENYELIA PRAKTIKUM, Penyeliaan Internship -Pelajar Phd Algeria,Antarabangsa,2023
4 REVIEWER,ACIDS 2021,Antarabangsa,2021
5 PENGERUSI, Session Chair for ACIDS 2021,Antarabangsa,2021
6 PEMBENTANG,Presenter for ACIDS 2021,Antarabangsa,2021
7 REVIEWER,KMICE 2021,Antarabangsa,2021
8 REVIEWER, IEEE Control Systems Society & UiTM,Antarabangsa,2020
9 PENGERUSI,Joint Conference (ACIDS2021) UNIMAP & SOC UUM,Antarabangsa,2021
10 REVIEWER,JICT (UUM),Antarabangsa,2020
11 KEYNOTE SPEAKER,Narasumber Universitas Lancang Kuning,Antarabangsa,2023
12 KEYNOTE SPEAKER,Panel of Speaker, (UNIKOM), Bandung, Indonesia,Antarabangsa,2023
13 PANEL PENILAI,Keynote Speaker,Kebangsaan,2019
14 REVIEWER,e-jurnal UKM,Kebangsaan,2020
15 PANEL PENILAI,Penilai Produk,Kebangsaan,2017
16 EXAMINER OF VIVA,PEMERIKSA TESIS & VIVA,Kebangsaan,2023
17 PANEL PENILAI,Penyelia Praktikum Keguruan PGDE,Universiti,2024
18 PANEL PENILAI,PANEL PENILAI GERAN DP KPT,Universiti,2022
19 PEMERIKSA LUAR,EXTERNAL EXAMINER (UNIMAP),Universiti,2022
20 PANEL PENILAI, penilai,Universiti,2017
21 PANEL PENILAI,PEMERIKSA LUAR,Universiti,2017
22 PANEL PENILAI,tesis 2:Automatic data acquisition using fog compu,Universiti,2017
23 PANEL PENILAI,tesis 3:facial recognition using PCA,Universiti,2017
24 PANEL PENILAI,tesis 1 :speech enhancement using wavelet,Universiti,2017
25 PANEL PENILAI,PENILAI LUAR,Universiti,2017
26 INTERNAL EXAMINER OF PHD CANDIDATE,INTERNAL EXAMINER,Universiti,2023
27 INTERNAL EXAMINER OF PHD CANDIDATE,INTERNAL EXAMINER,Universiti,2023
28 INTERNAL EXAMINER OF PHD CANDIDATE,INTERNAL EXAMINER,Universiti,2023
29 AKADEMIK,Penceramah,Pusat Pengajian/Jabatan,2018
30 PENGERUSI SESI VIVA,Pengerusi Sesi Viva,Pusat Pengajian/Jabatan,2023
31 JURI,JURI KARNIVAL STEM PERINGKAT NEGERI KEDAH 2021,Negeri,2021

AREA OF EXPERTISE

Other Artificial Intelligence N.E.C.
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RESEARCH AREA

Medical Image Processing
Artificial Intelligence
Medical Diagnostic System

OVERVIEW
B.Sc. Degree in Electronic Engineering (Medical Electronic)from UTM Johor Malaysia in 1997 and M.Edu. from UTM Johor Malaysia in 1998. Ph.D. specialized include image processing ,big data analytics, artificial neural network and medical diagnostic system from UniMAP Perlis Malaysia. Currently Associate Professor at School of Computing, College of Art and Sciences, Universiti Utara Malaysia (UUM) Sintok Kedah Malaysia.
PUBLICATION CHART
LIST OF PUBLICATION
Nor Hazlyna binti Harun, Juhaida Binti Abu Bakar, Hapini bin Awang, Zunaina Embong, (2024). An Automated Enhancement System of Diabetic Retinopathy Fundus Image for Eye Care Facilities. ICOCI: International Conference on Computing and Informatics, 2002(), 95 - 109.
Juhaida Binti Abu Bakar, Mohd Azrul Edzwan Shahril, Nur Syafiqah Azmi, Nor Hazlyna binti Harun, Hapini bin Awang, Nur Syafiqah Abu Bakar, (2024). TikTok Video Cluster Analysis Based on Trending Topic. ICOCI: International Conference on Computing and Informatics, 2001(), 193 - 205.
AMIERA SYAZLIN BINTI MD AZHAR , Nor Hazlyna binti Harun, Mohamad Ghozali Bin Hassan, Nooraini Binti Yusoff, Nurul Nadiah Yusuf, Kua Beng Chu, (2024). Early Screening Protozoan White Spot Fish Disease using Convolutional Neural Network. Journal of Advanced Research in Applied Sciences and Engineering Technology, 37(1), 49 - 55.
Jade Geraldine Manomony Dawson, Cik Fazilah binti Hibadullah, Munya Saleh Ba Matraf, Nor Hazlyna binti Harun, Nor Laily Binti Hashim, Rohaya binti Dahari @ Damiri, (2023). Jungle Math: An Educational Mobile Games for Preschoolers Learning Mathematics. Emerging Advances in Integrated Technology, 4(2), 50 - 63.
Juhaida Binti Abu Bakar, Nor Hazlyna binti Harun, (2023). MALAY TEXT SIMPLIFICATION SYSTEM USING MACHINE LEARNING. PROCEEDING OF INNOVATIVE RESEARCH, INVENTION AND APPLICATION EXHIBITION (IRIA 2023), (), 245 - 247.
Juhaida Binti Abu Bakar, Nor Hazlyna binti Harun, (2023). DATA VISUALIZATION FOR WATER QUALITY WITH OUTLIER DETECTION SYSTEM. PROCEEDING OF INNOVATIVE RESEARCH, INVENTION AND APPLICATION EXHIBITION (IRIA 2023), (), 58 - 60.
Juhaida Binti Abu Bakar, Nor Hazlyna binti Harun, Ahmad Suki Bin Che Mohamed Arif, (2023). TEXT GENERATOR FOR DIABETIC RETINOPATHY DISEASE. PROCEEDING OF INNOVATIVE RESEARCH, INVENTION AND APPLICATION EXHIBITION (IRIA 2023), (), 16 - 18.
Juhaida Binti Abu Bakar, Nooraini Yusoff, Nor Hazlyna binti Harun, Maslinda binti Mohd Nadzir, Salehah Omar, (2023). Text Simplification using Hybrid Semantic Compression and Support Vector Machine for Troll Threat Sentences. International Journal of Advanced Computer Science and Applications, 14(10), 322 - 330.
Phitsanuk Chiranont A/L Sumeth Chiranont, Juhaida Binti Abu Bakar, Nor Hazlyna binti Harun, Maslinda binti Mohd Nadzir, Nurul Huda Mohd Saad, Salehah Omar, (2022). Design And Development of a Malay Lexical Simplification System for Non-Native Speakers. Proceedings of the 7TH Inspirational Scholar Symposium (ISS 2022) , (), 122 - 132.
ROHAZNA BINTI WAHAB , NURUL ATIKAH BINTI MOHD SHARIF , Nor Hazlyna binti Harun, Juhaida Binti Abu Bakar, (2022). Improved of Morphological Features Visualization for Diabetic Retinopathy Disease by Using Image Enhancement Technique and Optimization Algorithm. Proceedings of the 11th International Conference on Robotics, Vision, Signal Processing and Power Applications, 829(), 747 - 752.
AMIERA SYAZLIN BINTI MD AZHAR , Nor Hazlyna binti Harun, Nooraini Binti Yusoff , Mohamad Ghozali Bin Hassan, Kua Beng Chu, (2022). Image Enhancement on Underwater Images for Protozoan White Spot Fish Disease Detection. The proceedings of 2022 International Conference on Intelligent Systems and Computer Vision (ISCV2022), (), 1 - 4.
SALEHAH BINTI OMAR , Juhaida Binti Abu Bakar, Maslinda binti Mohd Nadzir, Nor Hazlyna binti Harun, Nooraini Yusoff, (2022). Malay lexical simplification model for non-native speaker. 2022 International Conference on Intelligent Systems and Computer Vision (ISCV2022), (), 1 - 6.
SITI NAQUIAH BINTI MD PAUZI , Mohamad Ghozali Bin Hassan, Nooraini Yusof, Nor Hazlyna binti Harun, Kua Beng Chu, (2021). A review on image processing for fish disease detection. Journal of Physics: Conference Series, 1997(012005), 1 - 9.
Nur Hanis Hayati Hairom, Che Zalina Zulkifli, Nor Hazlyna binti Harun, (2021). A review of nanotechnological applications to detect and control surface water pollution. Environmental Technology & Innovation, 24(102032), 2 - 25.
Shum Chen Yau, Juhaida Binti Abu Bakar, Azian Azamimi Abdullah, Nor Hazlyna binti Harun, Ruziana Mohamad Rasli, Lim Zheng Yang, Evon Thum Yi Mun, (2021). Detection of topic on Health News in Twitter Data. Emerging Advances in Integrated Technology, 2(2), 23 - 29.
Hazaruddin bin Harun, Nor Hazlyna binti Harun, Hamirul `Aini Bt. Hambali, AMMAR BIN AZLAN , (2021). Requirement Model of Livestock Management System for Veterinary Department. International Journal of Research in Engineering and Science, 9(10), 78 - 88.
DAFWEN TORESA , Mohamad Azrul Edzwan Shahril, Nor Hazlyna binti Harun, Juhaida Binti Abu Bakar, Hidra Amnur, (2021). Automated Detection and Counting of Hard Exudates for Diabetic Retinopathy by using Watershed and Double Top-Bottom Hat Filtering Algorithm. International Journal on Informatics Visualization, 5(3), 242 - 247.
Azian Azamimi Abdullah, Nor Hazlyna binti Harun, Shigehiko Kanaya, (2021). COVID-19 mRNA Vaccine Degradation Prediction Using LR and LGBM Algorithms. Journal of Physics: Conference Series , 1997(012005), 1 - 7.
Nur Farahiyah Mohammad, Nor Hazlyna binti Harun, Hiam Alquran, Mohamad Farhan Bin Mohamad Mohsin, (2021). Classification of Heart Disease using Artificial Neural Network. Journal of Physics: Conference Series , 1997(012022), 1 - 7.
NURUL ATIKAH BINTI MOHD SHARIF , Amiera Syazlin Binti Md Azhar, Nor Hazlyna binti Harun, Juhaida Binti Abu Bakar, Azian Azamimi Abdullah, Chong Yen Fook, (2021). Green Channel and Top Hat Based Image Enhancement for Diabetic Retinopathy Screening. Journal of Physics: Conference Series , 1997(012002), 1 - 7.
VICTORIAH A/P DEVADASS , Juhaida Binti Abu Bakar, Nor Hazlyna binti Harun, Muhammad Faiz Zamri, (2021). Image Enhancement System for the Restoration of Old Jawi Malay Manuscripts using Binarization Method. Journal of Physics: Conference Series , 1997(012037), 1 - 7.
Hiam Alquran, Mohammad Alsleti, Nor Hazlyna binti Harun, (2021). Employing Texture Features of Chest X-Ray Images and Machine Learning in COVID-19 Detection and Classification. MENDEL Journal, 27(1), 9 - 17.
VALENTINA IBRAHIM ABDULLAH , Juhaida Binti Abu Bakar, Nor Hazlyna binti Harun, Alaa Fareed Abdulateef , (2021). A Word Cloud Model based on Hate Speech in an Online Social Media Environment. Baghdad Science Journal, 18(2(Suppl.)), 937 - 946.
Nor Hazlyna binti Harun, Alawiyah Bt Abd Wahab, (2021). Awareness of Cyberbullying on Social Media among Female Students in a Malaysian Public University. BiLD Law Journal, 12(3), 1592 - 1601.
Sharhida Zawani Binti Saad, Nor Hazlyna binti Harun, (2021). Trends of Fast Food Consumption among Public University Students . BiLD Law Journal, 12(3), 1618 - 1624.
Rafidah Bt Abd Razak, Nor Hazlyna binti Harun, (2021). Awareness of E-Cigarettes among Student in Malaysian Public University. BiLD Law Journal, 12(3), 1602 - 1608.
Nor Hazlyna binti Harun, Rafidah Bt Abd Razak, AMIERA SYAZLIN BINTI MD AZHAR , (2021). Hygiene Awareness among Public University Students in Malaysia during COVID-19 Outbreak. BiLD Law Journal, 12(3), 1609 - 1617.
Muhamad Rohaizad Alias, Nor Hazlyna binti Harun, Fadzilah Bt Siraj, (2020). Fish Egg Counting System using Fusion of Image Processing Technique. Proceedings of International Conference & Workshop on Knowledge Transfer 2018 (4-5 December 2018), (), 18 - 20.
SALEHAH BINTI OMAR , Juhaida Binti Abu Bakar, Maslinda binti Mohd Nadzir, Nor Hazlyna binti Harun, Prof. Madya Dr. Nooraini Yusoff, (2021). Text Simplification for Malay Corpus: A Review. Proceedings - International Conference on Computer and Information Sciences: Sustaining Tomorrow with Digital Innovation, (), 345 - 350.
NURUL ATIKAH BINTI MOHD SHARIF , Nor Hazlyna binti Harun, Yuhanis binti Yusof, Prof. Dr. Zunaina Embong, Juhaida Binti Abu Bakar, Dr. Muhammad Khusairi Osman, (2020). Performance of Image Enhancement Methods for Diabetic Retinopathy based on Retinal Fundus Image . ISCAIE 2020 - IEEE 10th Symposium on Computer Applications and Industrial Electronics, (), 18 - 23.
Nor Hazlyna binti Harun, Juhaida Binti Abu Bakar, Zulkifli Abd Wahab , Muhammad Khusairi Osman, Hazaruddin bin Harun, (2020). Color Image Enhancement of Acute Leukemia Cells in Blood Microscopic Image for Leukemia Detection Sample. ISCAIE 2020 - IEEE 10th Symposium on Computer Applications and Industrial Electronics April 2020, (), 24 - 29.
Nor Hazlyna binti Harun, Muhammad Khusairi, O., Muhamad Fitri Zakwan, Y., Hamirul `Aini Bt. Hambali, M. Y. Mashor,, R. Hassan, Rafikha Aliana A. Raof, (2019). An Enhanced Acute Leukemia Segmentation based on Particle Swarm Optimization. International Journal of Innovative Technology and Exploring Engineering, 8(8s), 238 - 246.
Nor Hazlyna binti Harun, Nur Azzah Bt Abu Bakar, Maslinda binti Mohd Nadzir, Mohamad Ghozali Bin Hassan, Robiyanti Adollah, (2019). Automated Cell Counting System for Chronic Leukemia. 2019 IEEE JORDAN INTERNATIONAL JOINT CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATION TECHNOLOGY (JEEIT) , (), 502 - 506.
Nor Hazlyna binti Harun, Yuhanis binti Yusof, Faridah Hassan, Zunaina Embong, (2019). Classification of Fundus Images for Diabetic Retinopathy using Artificial Neural Network. 2019 IEEE JORDAN INTERNATIONAL JOINT CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATION TECHNOLOGY (JEEIT) , (), 498 - 501.
Maslinda binti Mohd Nadzir, Nor Hazlyna binti Harun, Mohamad Ghozali Bin Hassan, (2019). Social media engagement on Malaysian government agencies Facebook pages: An empirical analysis. 2019 IEEE JORDAN INTERNATIONAL JOINT CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATION TECHNOLOGY (JEEIT) , (), 717 - 719.
Mohamad Ghozali Bin Hassan, Akanmu Muslim Diekola , Amdan Bin Mohamed, Nor Hazlyna binti Harun, Maslinda binti Mohd Nadzir, (2019). The Role of Benchmarking on Sustainability Performance in Food and Beverage Companies of Malaysia. 2019 IEEE JORDAN INTERNATIONAL JOINT CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATION TECHNOLOGY (JEEIT) , (), 530 - 537.
Nor Hazlyna binti Harun, Juhaida Binti Abu Bakar, Hamirul `Aini Bt. Hambali, Nurnadia Mohd Khair, Mohd. Yusoff Mashor , Roseline Hassan, (2018). Fusion noise-removal technique with modified dark-contrast algorithm for robust segmentation of acute leukemia cell images. International Journal of Advances in Intelligent Informatics, 4(3), 202 - 211.
Anas Ibrahim, Muhammad Khusairi Osman, Nor Aizam Muhamed Yusof, Khairul Azman Ahmad , Nor Hazlyna binti Harun, Rafikha Aliana A. Raof, (2019). Characterization of cracking in pavement distress using image processing techniques and k-nearest neighbour. Indonesian Journal of Electrical Engineering and Computer Science, 14(14(2), pp. 810-818), 810 - 818.
Saif Muttair Duhaim, , Nor Hazlyna binti Harun, Mohamad Ghozali Bin Hassan, (2017). Investigating the factors Influencing Blended Learning Success for System Analysis and Design Course . Journal of Engineering and Science Research, 2(1), 54 - 59.
Saif Muttair,D, Nor Hazlyna binti Harun, Mohamad Ghozali Bin Hassan, (2017). Investigating the factors Influencing Blended Learning Success for System Analysis and Design Course. Journal of Engineering and Science Research, 1(2), 54 - 59.
Robiyanti Adollah, Mohd Yusoff Mashor, Rosline O. Hassan, Nor Hazlyna binti Harun, (2018). Performance comparison of segmentation techniques for nucleus in chronics leukemia. Journal of Telecommunication, Electronic and Computer Engineering , 10(246), 87 - 90.
Toh, Leow Bin, Mohd Yusoff Mashor, Ehkan, Phak Len, Rosline, H., Ahmad Kadri Junoh, Nor Hazlyna binti Harun, (2018). Image segmentation for acute leukemia cells using color thresholding and median filter. Journal of Telecommunication, Electronic and Computer Engineering , 10(198), 69 - 74.
Nor Hazlyna binti Harun, Hamirul `Aini Bt. Hambali, , Fadzilah Bt Siraj, Mohd Yusoff Mashor, Roseline Hassan, (2018). FUSION7×7 MEDIAN FILTER AND SEEDED REGION GROWING AREA EXTRACTION ALGORITHMS FOR EFFECTIVE DETECTION OF ACUTE LEUKEMIA BASED ON BLOOD IMAGES . Journal of Fundamental and Applied Sciences, 10(3S), 726 - 737.
Nor Hazlyna binti Harun, Juhaida Binti Abu Bakar, Hamirul `Aini Bt. Hambali, Nurnadia M. Khair, Mohd Yusoff Mashor, Rosline Hassan, (2018). Fusion Noise-removal Technique with Modified Dark-contrast Algorithm for Robust Segmentation of Acute Leukemia Cell Images. International Journal of Advances in Intelligent Informatics, 4(3), 202 - 210.
Salwa Khalid Abdulateef , Massudi bin Mahmuddin, Nor Hazlyna binti Harun, (2017). DEVELOPING A NEW FEATURES APPROACH FOR COLOR FOOD IMAGE SEGMENTATION. ARPN Journal of Engineering and Applied Sciences , 12(23), 6904 - 6910.
Salwa Khalid Abdulateef , Massudi bin Mahmuddin, Nor Hazlyna binti Harun, (2017). Shadow Identification in Food Images using Extreme Learning Machine. International Journal of Advanced Computer Science and Applications, 8(8), 68 - 74.
Salwa Khalid Abdulateef , Massudi bin Mahmuddin, Nor Hazlyna binti Harun, (2017). FOOD IMAGE REPRESENTATION BASED ON MODIFIED ORIENTATION MAP. Journal of Theoretical and Applied Information Technology , 95(1), 40 - 46.
Salwa Khalid Abdulateef , Massudi bin Mahmuddin, Nor Hazlyna binti Harun, (2017). Aggregated Features Association Classifier for Multiple Food Items Identification. Journal of Engineering and Applied Sciences, 12(8), 2200 - 2206.
Hamirul `Aini Bt. Hambali, Salwa Khaled Abdulateef, Massudi bin Mahmuddin, Nor Hazlyna binti Harun, Fadzilah Bt Siraj, Hazaruddin bin Harun, (2018). Segmentation of Multi Food Images Using Integrated Active Contour and K-means. Journal of Engineering and Applied Sciences, 13(SPECIAL ISSUES 3), 3146 - 3151.
Toh Leow Bin, Mohd Yusoff Mashor, Phaklen Ehkan, H.Rosline, A.K. Junoh, Nor Hazlyna binti Harun, (2015). HIGH DYNAMIC RANGE IMPLEMENTATION ON ACUTE LEUKEMIA SLIDE IMAGES. JURNAL TEKNOLOGI , 77(6), 29 - 33.
Nor Hazlyna binti Harun, M.Y. Mashor, Huey Nee Lim, Rosline O. Hassan, (2016). Automated White Blood Cells Counting System for Acute Leukemia Based on Blood Images. International Journal of Engineering & Technology, 78(6-4), 91 - 98.
Nor Hazlyna binti Harun, Prof. Dr. Mohd Yusoff Mashor, Prof.Dr. Rosline Hassan, (2011). Automated Blasts Segmentation Techniques Based on Clustering Algorithm for Acute Leukemia Blood Samples . Journal of Advanced Computer Science and Technology Research, 1(2), 96 - 109.
RESEARCH PIE
LIST OF RESEARCH
SEMANTIC-BASED EXPLAINABLE DEEP LEARNING FOR TRACKING FOOD SECURITY ISSUE FROM SOCIAL NETWORK (2021), Member, Lain-lain
Development a Robust Real-Time Predictive Modelling of Water Pollutants using IoT Sensor Data (2021), Leader, Kpt
FUSION OF CONTRAST-ADAPTIVE COLOR CORRECTION IN CONVOLUTIONAL NEURAL NETWORK FOR UNDERWATER IMAGE ENHANCEMENT IN AQUACULTURE FISH DISEASE MANAGEMENT (2020), Member, Kpt
A HYBRID MODEL OF CONTRAST ENHANCEMENT WITH PARTICLE SWARM OPTIMIZATION FOR DIABETIC RETINOPATHY (2019), Leader, Kpt
TEXT SIMPLIFICATION USING HYBRID SEMANTIC COMPRESSION AND SUPPORT VECTOR MACHINE FOR TROLL THREAT SENTENCES (2019), Member, Kpt
FUSION OF CONTRAST ENHANCEMENT WITH PARTICLE SWAMP OPTIMIZATION FOR PRE-PROCESSING TECHNIQUE OF MICROSCOPIC MEDICAL IMAGE (2017), Member, Universiti
A Requrement Model Of A Smart Livestock Management For Veterinary Department Of Kedah (2016), Member, Universiti
IMPROVED SEGMENTATION ALGORITHM FOR DIAGNOSING ON MICROSCOPIC MEDICAL IMAGES (2015), Leader, Kpt
MOVING UP THE GLOBAL VALUE CHAIN: A COMPETITIVE MODEL TO ACCELERATE NEW PRODUCT DEVELOPMENT IN MALAYSIA (2015), Member, Universiti
A HYBRID ACTIVE CONTOUR AND BEE COLONY ALGORITHM FOR SEGMENTING MIXED-MEAL FOOD IMAGES (2015), Leader, Kpt
DEVISING A NEW FEATURES FUSION TECHNIQUE OF LEUKAEMIA CELLS FOR ACUTE LEUKAEMIA SUB-TYPE INTELLIGENT CLASSIFICATION (2013), Member, Lain-lain
CONSULTATION
Year Title Membership Funder Level Status
2023 An intelligent system and method for protozoan white spot fish disease detection (dana ip 2.0 tahun 2023- perbadanan harta intelek malaysia) Member National Completed
INTELLECTUAL PROPERTIES
Year Reference No IP Type Title of Inventor (Principal Inventor/Member) Status of IP
2023 20220485 Patent AN INTELLIGENT PROTOZOAN WHITE SPOT DISEASE DETECTION PROCEDURE - ( MEMBER ) FILED
2022 20220193 Copyright OUTLIER DETECTION IN WATER QUALITY MONITORING SYSTEM - ( MEMBER ) FILED
2022 20220180 Copyright Diabetic Retinopathy Tracker - ( PRINCIPAL INVENTOR ) FILED
2022 20220179 Copyright Early screening Fish Disease System - ( PRINCIPAL INVENTOR ) FILED
2021 20210095 Copyright AUTOMATED COUNTING SYSTEM BASED ON TILAPIA FISH EGG (IMAGE PROCESSING TECHNIQUE) - ( PRINCIPAL INVENTOR ) FILED
2021 20210094 Copyright AUTOMATED DETECTION SYSTEM FOR DIABETIC RETINOPATHY BASED ON FUNDUS IMAGE - ( PRINCIPAL INVENTOR ) FILED
2021 20210089 Copyright AUTOMATED ENHANCEMENT SYSTEM FOR DIABETIC RETINOPATHY BASED ON FUNDUS IMAGE - ( PRINCIPAL INVENTOR ) FILED
2020 20200107 Copyright Image Enhancement Technique and Optimization System (IETO System) - ( PRINCIPAL INVENTOR ) FILED
2020 20200100 Copyright Image Enhancement Techniques Comparison System (IETCoS) - ( PRINCIPAL INVENTOR ) FILED
2020 20200089 Copyright Automated Screening of Diabetic Retinopathy based on Fundus Image (ASDRFI) - ( PRINCIPAL INVENTOR ) FILED
2019 20190082 Copyright "Image Enhancement for Diabetic Retinopathy Disease System(Brightness Enhance, Low Light Image, Gray Level Slicing)" - ( PRINCIPAL INVENTOR ) FILED
2019 20190081 Copyright Automated Counting System (Acs) for Chronic Leukaemia Disease Based on Blood Image (Color Threshold) - ( PRINCIPAL INVENTOR ) FILED
2019 20190042 Copyright Hybrid PSO- Contrast Streching Method - ( PRINCIPAL INVENTOR ) FILED
2023 2023565 Patent AN UNDERWATER CLASSIFICATION METHOD BASED ON IMAGE ENHANCEMENT WITH CONVOLUTIONAL NEURAL NETWORK - ( MEMBER ) FILED
2023 2023284 Copyright Mobile Application for Bartering System: BarterEase - ( MEMBER ) FILED
2023 2023260 Copyright Text generator for diabetic retinopathy disease - ( MEMBER ) FILED
2023 2023217 Copyright Fish Disease Detector - ( PRINCIPAL INVENTOR ) FILED
2023 2023213 Copyright Fish Segment - ( PRINCIPAL INVENTOR ) FILED
UNDERGRADUATE
Course Code Course Name
STID3113 Research method in it
STIN2054 Neural network
STIX3923 Project 2
AI0023 Introduction to computer application
STIX3912 Practicum
STIX3913 Project i
SKIN2013 Artifical intelligence
STID1013 Information system in organization
STIN1013 Introduction to artificial intelligence
STIN3074 Fuzzy logic system
POSTGRADUATE
Course Code Course Name
STID5014 Advanced database design
STIN5014 Artificial intelligence
STIZ69920 Dissertation
STIZ6999 Project in computing
SUPERVISION
Matric Name Status Title
813700 Saif Muttair Duhaim Completed Investigating the Factors Influenceing Blended Learning Success for System Analysis and Design Course in Universiti Utara Malaysia
824299 Noor Halawati Binti Che Meh Completed Fusion Of Image Enhancement Technique With Optimization Algorithm For Diabetic Retinopathy Disease Based On Fundus Image
827495 EZEWUZIE ANSLEM CHINEDU Completed Crude Oil Price Prediction Using Support Vector Machine-Whale Swarm Optimization Algorithm
828618 FATIMAH NAZAR HAMZAH Completed MACHINE LEARNING PREDICTIONS FOR AGRI-FOOD PRODUCTION
828859 AMIERA SYAZLIN BINTI MD AZHAR Deferred Fusion of Contrast-Adaptive Color Correction in Convolutional Neural Network for Underwater Image Enhancement in Aquaculture Fish Disease Management
828862 NUR SYAQINAH BINTI SAFARUDDIN Active Water Quality Prediction using Machine Learning
831101 NUR HANISAH BINTI MOHAMED ZOHARI Completed SGDX4018 Praktikum Keguruan
831142 NUR IZZAH ADLINA BINTI MUHAMMAD HYFFNY Completed SGDX4018 Praktikum Keguruan
831145 SITI NUR AQILAH BINTI AZNIZAM Completed SGDX4018 Praktikum Keguruan
831265 NURFARHANA BINTI ZOL KEPLI Completed SGDX4018 Praktikum Keguruan
901801 ONASOGA OLUKAYODE AYODELE Active FUZZY DEEP LEARNING FOR SENTIMENT ANALYSIS
904076 DAFWEN TORESA Active Peruasan Imej Bersama Kaedah Pengoptimuman Berdasarkan Imej Fundus Untuk Penyakit Retinopati Diabetik.
904174 NURUL ATIKAH BINTI MOHD SHARIF Active An Integration Model of Image Enhancement with Particle Swarm Optimization Algorithm for Diabetic Retinopathy
904822 LUBNA MAHMOUD ABED ABDEL JAWAD Not Active EVALUATION MODEL AND PROTOTYPE OF LEARNING MANAGEMENT SYSTEM: THE INCTRUCTORS AND FACULITY PERSPECTIVE
905639 ZHANG, CHUNLEI Active Improved Detection of Escherichia Coli in Drinking Water based on Artificial Intelligence
907316 COSTANER LONELI Active AUTOMATIC DETECTION OF DIABETES RETINOPATHY BASED ON FUNDUS IMAGE USING IMAGE ENHANCEMENT TECHNIQUE
907325 HANDAYANI TRI Active Usability Evaluation on Mobile Augmented Reality Learning Application
94451 Salwa Khalid Abdulateef Not Active Extreme Learning Machines in Image for Food Images Automatic Calories Estimation
824020 ROHAZNA BINTI WAHAB Completed Improved Of Morphological Features Visualisation For Diabetic Retinopathy Disease By Using Combination Of Image Enhancement Technique With Optimization Algorithm
826684 MUHAMAD FADZLAN BIN SALIM Not Active TEXT SIMPLIFICATION FOR MALAY LANGUAGE USING SUPPORT VECTOR MACHINE FOR TROLL THREAT SENTENCES
827922 VICTORIAH A/P DEVADASS Active Water Quality Monitoring using Machine Learning
831545 MAHMOUD A M KEHAIL Active Classification Of Glaucomatous Eye Disease In Fundus Images Using Convolutional Neural Network
901573 Jatau Isaac Katuka Not Active Retinal Vessel Segmentation by Applying Wavelets Using Artificial Neural Network
902694 Bushra Abdullah Shtayt Al-Sarayefi Completed Optimization of Medical Image Steganography Using n-Decomposition Genetic Algorithm
906936 EZEWUZIE ANSLEM CHINEDU Not Active Crude Oil Price Prediction Using Support Vector Machine-Whale Swarm Optimization Algorithm
907387 DANURI Active Sign Language Recognition for Local people in Indonesia
907896 AL-OWAIDI SALAM GHANIM NAJEEB Active An Artificial Intelligence About transforming poetic texts into imaginary images using artificial intelligence.
 
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