# Publications - Mohammad Hafiz bin Ismail (mypapit) Also known as **mypapit**. Latest publications and academic work retrieved from ORCID (ID: 0000-0001-5798-4926). Published: 2026-07-14 | Modified: 2026-08-01 ## Publications ### Evaluating and Optimizing Machine Learning Ensemble Models Using Genetic Algorithms for Leaf Disease Severity Estimation in Harumanis Mango (Mangifera Indica L.): A Comparative Approach - **Type:** journal article - **Venue:** Earth Systems and Environment | 2026 - **Links:** [View Publication](https://doi.org/10.1007/s41748-025-00981-9) ### An AI-Based Hybrid Prophet–LSTM Model for Forecasting and Financial Optimisation in Sustainable Energy Grids - **Type:** journal article - **Venue:** Artificial Intelligence for Sustainable Cities | 2026 - **Links:** [View Publication](https://doi.org/10.65582/aifsc.2026.004) ### Data-driven thermal comfort modeling: Comparing AI-based predictions with PMV-PPD models - **Type:** journal article - **Venue:** Energy and Buildings | 2025 - **Links:** [View Publication](https://doi.org/10.1016/j.enbuild.2025.116410) ### Artificial Intelligence in Renewable Energy: A Systematic Review of Trends in Solar, Wind, and Smart Grid Applications - **Type:** journal article - **Venue:** Research and Reviews in Sustainability | 2025 - **Links:** [View Publication](https://doi.org/10.5334/rss.6) ### Machine Learning-Based Predictive Models for Indoor Air Quality and Thermal Comfort: Bridging Sensor Data and Human Perception in Healthcare Facilities - **Type:** journal article - **Venue:** Energy Catalyst | 2025 - **Links:** [View Publication](https://doi.org/10.61552/EC.2025.003) ### A Development of Deep Learning-Based Lemon Quality Detection Through Peel Analysis - **Type:** journal article - **Venue:** International Journal of Computing and Digital Systems | 2025 - **Links:** [View Publication](http://www.scopus.com/inward/record.url?eid=2-s2.0-105002442232&partnerID=MN8TOARS) | [DOI: 10.12785/ijcds/1571111275](https://doi.org/10.12785/ijcds/1571111275) ### Meeting Teachers’ and Students’ Needs: Developing a Contextual Teaching-Based Digital Assessment Model to Enhance Higher-Order Thinking Skills (HOTS) - **Type:** book chapter - **Venue:** 2025 - **Links:** [View Publication](https://doi.org/10.2991/978-2-38476-483-9_47) ### A Systematic Literature Review on Leaf Disease Recognition Using Computer Vision and Deep Learning Approach - **Type:** journal article - **Venue:** Journal of Information Systems Engineering and Business Intelligence | 2024 - **Links:** [View Publication](https://doi.org/10.20473/jisebi.10.2.232-249) ### Classification model for chlorophyll content using CNN and aerial images - **Type:** journal article - **Venue:** Computers and Electronics in Agriculture | 2024 - **Links:** [View Publication](http://www.scopus.com/inward/record.url?eid=2-s2.0-85192500783&partnerID=MN8TOARS) | [DOI: 10.1016/j.compag.2024.109006](https://doi.org/10.1016/j.compag.2024.109006) ### Evaluating Machine Learning Algorithms for Predicting Financial Aid Eligibility: A Comparative Study of Random Forest, Gradient Boosting and Neural Network - **Type:** conference paper - **Venue:** Proceedings of the 2024 18th International Conference on Ubiquitous Information Management and Communication, IMCOM 2024 | 2024 - **Links:** [View Publication](http://www.scopus.com/inward/record.url?eid=2-s2.0-85186138521&partnerID=MN8TOARS) | [DOI: 10.1109/IMCOM60618.2024.10418450](https://doi.org/10.1109/IMCOM60618.2024.10418450) ### Python scikit-fuzzy: developing a fuzzy expert system for diabetes diagnosis - **Type:** journal article - **Venue:** IAES International Journal of Artificial Intelligence | 2024 - **Links:** [View Publication](http://www.scopus.com/inward/record.url?eid=2-s2.0-85192955536&partnerID=MN8TOARS) | [DOI: 10.11591/ijai.v13.i2.pp1398-1407](https://doi.org/10.11591/ijai.v13.i2.pp1398-1407) ### Comparative Analysis of Machine Learning Algorithms Through Visualizations - **Type:** conference paper - **Venue:** 8th International Conference on Recent Advances and Innovations in Engineering: Empowering Computing, Analytics, and Engineering Through Digital Innovation, ICRAIE 2023 | 2023 - **Links:** [View Publication](http://www.scopus.com/inward/record.url?eid=2-s2.0-85186142763&partnerID=MN8TOARS) | [DOI: 10.1109/ICRAIE59459.2023.10468098](https://doi.org/10.1109/ICRAIE59459.2023.10468098) ### Estimating Mango Mass from RGB Image with Convolutional Neural Network - **Type:** conference paper - **Venue:** 2022 3rd International Conference on Artificial Intelligence and Data Sciences (AiDAS) | 2022 - **Links:** [View Publication](http://dx.doi.org/10.1109/aidas56890.2022.9918807) | [DOI: 10.1109/aidas56890.2022.9918807](https://doi.org/10.1109/aidas56890.2022.9918807) ### Grading of Mango Fruits Based on Physical Measurements - **Type:** conference paper - **Venue:** 2022 3rd International Conference on Artificial Intelligence and Data Sciences (AiDAS) | 2022 - **Links:** [View Publication](http://dx.doi.org/10.1109/aidas56890.2022.9918732) | [DOI: 10.1109/aidas56890.2022.9918732](https://doi.org/10.1109/aidas56890.2022.9918732) ### Simulating Bruise and Defects on Mango images using Image-to-Image Translation Generative Adversarial Networks - **Type:** conference paper - **Venue:** 2022 3rd International Conference on Artificial Intelligence and Data Sciences (AiDAS) | 2022 - **Links:** [View Publication](http://dx.doi.org/10.1109/aidas56890.2022.9918816) | [DOI: 10.1109/aidas56890.2022.9918816](https://doi.org/10.1109/aidas56890.2022.9918816) ### mypapit/harumanis-leaf-recognizer-web: 0.9b - Beta Release - **Type:** software - **Venue:** Zenodo | 2022 - **Links:** [View Publication](https://zenodo.org/record/6087247) | [DOI: 10.5281/ZENODO.6087247](https://doi.org/10.5281/zenodo.6087247) ### Sala Mango Images Dataset - **Type:** data set - **Venue:** Kaggle | 2022 - **Links:** [View Publication](https://www.kaggle.com/dsv/3183377) | [DOI: 10.34740/KAGGLE/DSV/3183377](https://doi.org/10.34740/kaggle/dsv/3183377) ### mypapit/scarynetweb: 0.9b - Beta Release - **Type:** software - **Venue:** Zenodo | 2022 - **Links:** [View Publication](https://zenodo.org/record/5862059) | [DOI: 10.5281/ZENODO.5862059](https://doi.org/10.5281/zenodo.5862059) ### Harumanis Mango Leaves Dataset 2021 - **Type:** data set - **Venue:** Kaggle | 2022 - **Links:** [View Publication](https://www.kaggle.com/dsv/3186163) | [DOI: 10.34740/KAGGLE/DSV/3186163](https://doi.org/10.34740/kaggle/dsv/3186163) ### Harumanis-Mango-294 Image Dataset - **Type:** data set - **Venue:** Kaggle | 2022 - **Links:** [View Publication](https://www.kaggle.com/dsv/3199234) | [DOI: 10.34740/KAGGLE/DSV/3199234](https://doi.org/10.34740/kaggle/dsv/3199234) ### Detection of in-Car-Abandoned Children via Deep Learning - **Type:** conference paper - **Venue:** IOP Conference Series: Earth and Environmental Science | 2022 - **Links:** [View Publication](http://www.scopus.com/inward/record.url?eid=2-s2.0-85135476584&partnerID=MN8TOARS) | [DOI: 10.1088/1755-1315/1051/1/012026](https://doi.org/10.1088/1755-1315/1051/1/012026) ### Heart rate events classification via explainable fuzzy logic systems - **Type:** journal issue - **Venue:** IAES International Journal of Artificial Intelligence (IJ-AI) | 2021 - **Links:** [View Publication](http://dx.doi.org/10.11591/ijai.v10.i4) | [DOI: 10.11591/ijai.v10.i4](https://doi.org/10.11591/ijai.v10.i4) ### Towards Capturing Mango Grading From Human Experts - A Comprehensive User Study - **Type:** conference paper - **Venue:** 2021 6th IEEE International Conference on Recent Advances and Innovations in Engineering (ICRAIE) | 2021 - **Links:** [View Publication](http://dx.doi.org/10.1109/icraie52900.2021.9703830) | [DOI: 10.1109/icraie52900.2021.9703830](https://doi.org/10.1109/icraie52900.2021.9703830) ### A framework to shape the recommender system features based on participatory design and artificial intelligence approaches - **Type:** journal article - **Venue:** IAES International Journal of Artificial Intelligence (IJ-AI) | 2021 - **Links:** [View Publication](http://dx.doi.org/10.11591/ijai.v10.i3.pp727-734) | [DOI: 10.11591/ijai.v10.i3.pp727-734](https://doi.org/10.11591/ijai.v10.i3.pp727-734) ### Predicting vehicle parking space availability using multilayer perceptron neural network - **Type:** journal article - **Venue:** IOP Conference Series: Materials Science and Engineering | 2021 - **Links:** [View Publication](http://dx.doi.org/10.1088/1757-899x/1176/1/012035) | [DOI: 10.1088/1757-899x/1176/1/012035](https://doi.org/10.1088/1757-899x/1176/1/012035) ### Harumanis mango leaf disease recognition system using image processing technique - **Type:** journal article - **Venue:** Indonesian Journal of Electrical Engineering and Computer Science | 2021 - **Links:** [View Publication](http://dx.doi.org/10.11591/ijeecs.v23.i1.pp378-386) | [DOI: 10.11591/ijeecs.v23.i1.pp378-386](https://doi.org/10.11591/ijeecs.v23.i1.pp378-386) ### Hierarchical Fuzzy Systems: Interpretability and Complexity - **Type:** journal article - **Venue:** Indonesian Journal of Electrical Engineering and Informatics (IJEEI) | 2021 - **Links:** [View Publication](http://dx.doi.org/10.52549/ijeei.v9i2.2813) | [DOI: 10.52549/ijeei.v9i2.2813](https://doi.org/10.52549/ijeei.v9i2.2813) ### Assessing Student Programming Skills and Area of Interests in the Final Year Project - **Type:** journal article - **Venue:** International Journal of Computing and Digital Systems | 2021 - **Links:** [View Publication](http://dx.doi.org/10.12785/ijcds/100126) | [DOI: 10.12785/ijcds/100126](https://doi.org/10.12785/ijcds/100126) ### Heart rate events classification via explainable fuzzy logic systems - **Type:** journal article - **Venue:** IAES International Journal of Artificial Intelligence | 2021 - **Links:** [View Publication](http://www.scopus.com/inward/record.url?eid=2-s2.0-85121048201&partnerID=MN8TOARS) | [DOI: 10.11591/IJAI.V10.I4.PP1036-1047](https://doi.org/10.11591/IJAI.V10.I4.PP1036-1047) ### Predicting the Kijang Emas Bullion Price using LSTM Networks - **Type:** journal article - **Venue:** Journal of Entrepreneurship and Business | 2020 - **Links:** [View Publication](http://dx.doi.org/10.17687/jeb.0802.02) | [DOI: 10.17687/jeb.0802.02](https://doi.org/10.17687/jeb.0802.02) ### Designing an IoT-based System to Detect the Out-of-pitch Balls in a Football Match - **Type:** journal article - **Venue:** Journal of Computing Research and Innovation | 2020 - **Links:** [View Publication](http://dx.doi.org/10.24191/jcrinn.v5i3.164) | [DOI: 10.24191/jcrinn.v5i3.164](https://doi.org/10.24191/jcrinn.v5i3.164) ### BNM Kijang Emas Bullion Coin Prices - **Type:** data set - **Venue:** 2020 - **Links:** [View Publication](https://www.kaggle.com/dsv/1316170) | [DOI: 10.34740/KAGGLE/DSV/1316170](https://doi.org/10.34740/kaggle/dsv/1316170) ### An Exploratory Study of Hierarchical Fuzzy Systems Approach in A Recommendation System - **Type:** other - **Venue:** arXiv | 2020 - **Links:** [View Publication](http://www.scopus.com/inward/record.url?eid=2-s2.0-85170584561&partnerID=MN8TOARS) | [DOI: 10.48550/arxiv.2005.14026](https://doi.org/10.48550/arxiv.2005.14026) ### Implementation of Internet-connected Indoor Dust Bin Waste Level Monitoring System for Office Use - **Type:** journal article - **Venue:** Journal of Computing Research and Innovation | 2019 - **Links:** [View Publication](http://dx.doi.org/10.24191/jcrinn.v4i2.127) | [DOI: 10.24191/jcrinn.v4i2.127](https://doi.org/10.24191/jcrinn.v4i2.127) ### Towards Designing A Hierarchical Fuzzy System for Early Diagnosis of Heart Disease - **Type:** journal article - **Venue:** Journal of Computing Research and Innovation | 2019 - **Links:** [View Publication](http://dx.doi.org/10.24191/jcrinn.v4i2.122) | [DOI: 10.24191/jcrinn.v4i2.122](https://doi.org/10.24191/jcrinn.v4i2.122) ### A simple recommender engine for matching final-year project student with supervisor - **Type:** other - **Venue:** arXiv | 2019 - **Links:** [View Publication](http://www.scopus.com/inward/record.url?eid=2-s2.0-85169958113&partnerID=MN8TOARS) | [DOI: 10.48550/arxiv.1908.03475](https://doi.org/10.48550/arxiv.1908.03475) ### An Exploratory Study of Hierarchical Fuzzy Systems Approach in A Recommendation System - **Type:** journal article - **Venue:** Jurnal Intelek | 2019 - **Links:** [View Publication](https://publons.com/wos-op/publon/34467604/) | [DOI: 10.24191/JI.V14I2.233](https://doi.org/10.24191/JI.V14I2.233) ### Reducing honeypot log storage capacity consumption – cron job with perl-script approach - **Type:** other - **Venue:** arXiv | 2019 - **Links:** [View Publication](http://www.scopus.com/inward/record.url?eid=2-s2.0-85171110841&partnerID=MN8TOARS) | [DOI: 10.48550/arxiv.1911.07633](https://doi.org/10.48550/arxiv.1911.07633) ### KLCC Parking Occupancy 2016 - **Type:** data set - **Venue:** 2017 - **Links:** [View Publication](https://www.kaggle.com/dsv/8000) | [DOI: 10.34740/KAGGLE/DSV/8000](https://doi.org/10.34740/kaggle/dsv/8000) ### Malaysian States and City Coordinates - **Type:** data set - **Venue:** Kaggle | 2017 - **Links:** [View Publication](https://www.kaggle.com/dsv/9862) | [DOI: 10.34740/KAGGLE/DSV/9862](https://doi.org/10.34740/kaggle/dsv/9862) ### A review of mobile pervasive learning: Applications and issues - **Type:** journal article - **Venue:** Computers in Human Behavior | 2015 - **Links:** [View Publication](http://www.scopus.com/inward/record.url?eid=2-s2.0-84922368824&partnerID=MN8TOARS) | [DOI: 10.1016/j.chb.2015.01.002](https://doi.org/10.1016/j.chb.2015.01.002) ### Enhanced interactive Mathematical Learning Courseware using mental arithmetic for preschool children - **Type:** conference paper - **Venue:** Lecture Notes in Electrical Engineering | 2015 - **Links:** [View Publication](http://www.scopus.com/inward/record.url?eid=2-s2.0-84915749211&partnerID=MN8TOARS) | [DOI: 10.1007/978-3-319-07674-4_94](https://doi.org/10.1007/978-3-319-07674-4_94) ### Data mining approach: Relevance vector machine for the classification of learning style based on learning objects - **Type:** conference paper - **Venue:** Proceedings - UKSim-AMSS 16th International Conference on Computer Modelling and Simulation, UKSim 2014 | 2014 - **Links:** [View Publication](http://www.scopus.com/inward/record.url?eid=2-s2.0-84926683862&partnerID=MN8TOARS) | [DOI: 10.1109/UKSim.2014.96](https://doi.org/10.1109/UKSim.2014.96) ### HOME FADS: A dedicated fire alert detection system using ZigBee wireless network - **Type:** conference paper - **Venue:** Proceedings - 2014 5th IEEE Control and System Graduate Research Colloquium, ICSGRC 2014 | 2014 - **Links:** [View Publication](http://www.scopus.com/inward/record.url?eid=2-s2.0-84908626234&partnerID=MN8TOARS) | [DOI: 10.1109/ICSGRC.2014.6908695](https://doi.org/10.1109/ICSGRC.2014.6908695) ### An efficient annealing in Boltzmann machine in Hopfield neural network - **Type:** conference paper - **Venue:** AIP Conference Proceedings | 2012 - **Links:** [View Publication](http://www.scopus.com/inward/record.url?eid=2-s2.0-84874156124&partnerID=MN8TOARS) | [DOI: 10.1063/1.4757506](https://doi.org/10.1063/1.4757506) ### Bijak Membaca - Applying Phonic Reading Technique and Multisensory Approach with interactive multimedia for dyslexia children - **Type:** conference paper - **Venue:** CHUSER 2012 - 2012 IEEE Colloquium on Humanities, Science and Engineering Research | 2012 - **Links:** [View Publication](http://www.scopus.com/inward/record.url?eid=2-s2.0-84877669564&partnerID=MN8TOARS) | [DOI: 10.1109/CHUSER.2012.6504375](https://doi.org/10.1109/CHUSER.2012.6504375) ### CAPD eBook: Evaluating multimedia application for Continuous Ambulatory Peritoneal Dialysis (CAPD) users - **Type:** conference paper - **Venue:** SHUSER 2012 - 2012 IEEE Symposium on Humanities, Science and Engineering Research | 2012 - **Links:** [View Publication](http://www.scopus.com/inward/record.url?eid=2-s2.0-84867909539&partnerID=MN8TOARS) | [DOI: 10.1109/SHUSER.2012.6269009](https://doi.org/10.1109/SHUSER.2012.6269009) ### Smoke shooter: Introducing danger of smoking to school children with persuasive technology - **Type:** conference paper - **Venue:** SHUSER 2012 - 2012 IEEE Symposium on Humanities, Science and Engineering Research | 2012 - **Links:** [View Publication](http://www.scopus.com/inward/record.url?eid=2-s2.0-84867907196&partnerID=MN8TOARS) | [DOI: 10.1109/SHUSER.2012.6268819](https://doi.org/10.1109/SHUSER.2012.6268819) ### Organizational Citizenship Behavior as a Predictor of Student Academic Achievement - **Type:** other - **Venue:** OpenAlex | 2010 - **Links:** [DOI: 10.60692/5g8x5-axd46](https://doi.org/10.60692/5g8x5-axd46) ### Organizational Citizenship Behavior as a Predictor of Student Academic Achievement - **Type:** other - **Venue:** OpenAlex | 2010 - **Links:** [DOI: 10.60692/ym6vr-x3691](https://doi.org/10.60692/ym6vr-x3691) ### An Introductory of Mental Arithmetic Using Interactive Multimedia for Pre-School Children - **Type:** journal article - **Venue:** Computer and Information Science | 2010 - **Links:** [View Publication](https://publons.com/wos-op/publon/34846584/) | [DOI: 10.5539/CIS.V3N4P72](https://doi.org/10.5539/CIS.V3N4P72) ### Engaging children to science subject: A heuristic evaluation of mobile learning prototype - **Type:** conference paper - **Venue:** 2010 2nd International Conference on Computer Engineering and Applications, ICCEA 2010 | 2010 - **Links:** [View Publication](http://www.scopus.com/inward/record.url?eid=2-s2.0-77952755564&partnerID=MN8TOARS) | [DOI: 10.1109/ICCEA.2010.248](https://doi.org/10.1109/ICCEA.2010.248) ### Evaluating the effects of animations on mobile application learnability - **Type:** conference paper - **Venue:** 2010 2nd International Conference on Computer Engineering and Applications, ICCEA 2010 | 2010 - **Links:** [View Publication](http://www.scopus.com/inward/record.url?eid=2-s2.0-77952754097&partnerID=MN8TOARS) | [DOI: 10.1109/ICCEA.2010.247](https://doi.org/10.1109/ICCEA.2010.247) ### The use of information retrieval tools: A study of computer science postgraduate students - **Type:** conference paper - **Venue:** CSSR 2010 - 2010 International Conference on Science and Social Research | 2010 - **Links:** [View Publication](http://www.scopus.com/inward/record.url?eid=2-s2.0-79959627863&partnerID=MN8TOARS) | [DOI: 10.1109/CSSR.2010.5773804](https://doi.org/10.1109/CSSR.2010.5773804) ### Entrepreneurial Intention among Malaysian Undergraduates - **Type:** other - **Venue:** OpenAlex | 2009 - **Links:** [DOI: 10.60692/3yfkx-2rh33](https://doi.org/10.60692/3yfkx-2rh33) ### Entrepreneurial Intention among Malaysian Undergraduates - **Type:** other - **Venue:** OpenAlex | 2009 - **Links:** [DOI: 10.60692/jmq0j-tgw04](https://doi.org/10.60692/jmq0j-tgw04) ### Paper Prototyping as a Rapid Participatory Design Technique - **Type:** other - **Venue:** OpenAlex | 2009 - **Links:** [DOI: 10.60692/0ne7f-0ck03](https://doi.org/10.60692/0ne7f-0ck03) ### Paper Prototyping as a Rapid Participatory Design Technique - **Type:** other - **Venue:** OpenAlex | 2009 - **Links:** [DOI: 10.60692/g569d-epn47](https://doi.org/10.60692/g569d-epn47) ### Gender as a Moderator of the Relationship between OCB and Turnover Intention - **Type:** other - **Venue:** OpenAlex | 2009 - **Links:** [DOI: 10.60692/9b8m4-c2663](https://doi.org/10.60692/9b8m4-c2663) ### Gender as a Moderator of the Relationship between OCB and Turnover Intention - **Type:** other - **Venue:** OpenAlex | 2009 - **Links:** [DOI: 10.60692/9ebk1-dbt09](https://doi.org/10.60692/9ebk1-dbt09) ### Organizational Citizenship Behavior Factor Structure among Employees in Hotel Industry - **Type:** other - **Venue:** OpenAlex | 2009 - **Links:** [DOI: 10.60692/gnk3s-kyt32](https://doi.org/10.60692/gnk3s-kyt32) ### Organizational Citizenship Behavior Factor Structure among Employees in Hotel Industry - **Type:** other - **Venue:** OpenAlex | 2009 - **Links:** [DOI: 10.60692/4n386-rzg70](https://doi.org/10.60692/4n386-rzg70) ### Combining fisheye with list: Evaluating the learnability and user satisfaction - **Type:** conference paper - **Venue:** ICCTD 2009 - 2009 International Conference on Computer Technology and Development | 2009 - **Links:** [View Publication](http://www.scopus.com/inward/record.url?eid=2-s2.0-77951145085&partnerID=MN8TOARS) | [DOI: 10.1109/ICCTD.2009.247](https://doi.org/10.1109/ICCTD.2009.247) ### Evaluation of location-aware travel guide - **Type:** conference paper - **Venue:** ICCTD 2009 - 2009 International Conference on Computer Technology and Development | 2009 - **Links:** [View Publication](http://www.scopus.com/inward/record.url?eid=2-s2.0-77951137893&partnerID=MN8TOARS) | [DOI: 10.1109/ICCTD.2009.203](https://doi.org/10.1109/ICCTD.2009.203) ### Paper Prototyping as a Rapid Participatory Design Technique - **Type:** journal article - **Venue:** Computer and Information Science | 2009 - **Links:** [View Publication](https://publons.com/wos-op/publon/34558127/) | [DOI: 10.5539/CIS.V2N3P53](https://doi.org/10.5539/CIS.V2N3P53) --- (c) 2026 Mohammad Hafiz bin Ismail (mypapit). All rights reserved.