Nurul Aida Osman

@utp.edu.my

Lecturer, Computer and Information Sciences Department
Universiti Teknologi PETRONAS



              

https://researchid.co/aidaosman

RESEARCH INTERESTS

Sentiment analysis, predictive analytics, machine learning, recommender systems, ontology

320

Scholar Citations

9

Scholar h-index

8

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • A Conceptual Framework for Personalized Early Prediction of Asthma Exacerbation Attacks Using Proximal Policy Optimization
    DA Aliyu, EAP Akhir, NA Osman, S Yahaya, S Adamu, H Mamman
    JOIV: International Journal on Informatics Visualization 8 (4), 2462-2471 2024

  • Enhanced Task Scheduling and Resource Allocation in Edge-Cloud continuum Using Modified Flower Pollination Algorithm
    NM Dankolo, NHM Radzi, NH Mustaffa, NA Osman, D Gabi, MN Yusuf
    IEEE Access 2024

  • An emerging network for COVID-19 CT-scan classification using an ensemble deep transfer learning model
    K Yousefpanah, MJ Ebadi, S Sabzekar, NH Zakaria, NA Osman, ...
    Acta Tropica 257, 107277 2024

  • Optimization Techniques in Reinforcement Learning for Healthcare: A Review
    DA Aliyu, EAP Akhir, NA Osman, JA Salisu, Y Saidu, JS Yalli
    2024 8th International Conference on Computing, Communication, Control and 2024

  • Deep and contextually engineered features for metaphor detection
    MS Razali, S Tajudin, NA Osman, F Mohd Ali
    Intelligent Systems Conference, 399-408 2024

  • Alleviating Sparsity to Enhance Group Recommendation with Cross-Linked Domain Model
    YC Xuan, RM Nawi, NA Osman, NZ Harun
    International Conference on Soft Computing and Data Mining, 33-42 2024

  • Patient Clustering to Improve Process Mining for Disease Trajectory Analysis Using Indonesia Health Insurance Dataset
    AP Kurniati, GAA Wisudiawan, GP Kusuma, S Saadah, NA Osman, ...
    2024 7th International Conference on Artificial Intelligence and Big Data 2024

  • Detecting and Adapting to Concept Drift in Large-Scale Internet of Medical Things Data Streams: A Drift-Oriented Framework
    V Maheshwari, NAB Osman, H Daud, AP Kurniati, WNSB Yousaf
     2024

  • A Drift-Oriented Adaptive Framework for Concept Drift Detection in Large-Scale Internet-of-Medical-Things Data Streams
    V Maheshwari, NA Bt. Osman, H Daud, AP Kurniati, WNS Bt. Wan Yusoff
    medRxiv, 2024.02. 16.24302969 2024

  • Parallel Enhanced Whale Optimization Algorithm for Independent Tasks Scheduling on Cloud Computing
    ZA Khan, IA Aziz, NAB Osman, S Nabi
    IEEE Access 12, 23529-23548 2024

  • Enhanced Task Scheduling and Resource Allocation in Edge-Cloud Continuum Using Modified Flower Pollination Algorithm
    NORHM RADZI, NH MUSTAFFA, NA OSMAN, D GABI, MN YUSUF
     2024

  • Check for updates The Effectiveness of Flipped Classroom to Develop Data Scientist Skills for Final year Project: A Case Study of Customer Facial Recognition Using CNN
    N Aziz, NA Osman, NSM Suhaimi, EAP Akhir
    Proceedings of the International Conference on Advancing and Redesigning 2024

  • A Review on Task Scheduling Techniques in Cloud and Fog Computing: Taxonomy, Tools, Open Issues, Challenges, and Future Directions
    ZA Khan, IA Aziz, NAB Osman, I Ullah
    IEEE Access 11, 143417 - 143445 2023

  • A Review on Task Offloading using Meta-Heuristic Algorithms on Fog Computing
    ZA Khan, IA Aziz, NAB Osman
    2023 IEEE 21st Student Conference on Research and Development (SCOReD), 469-475 2023

  • The Effectiveness of Flipped Classroom to Develop Data Scientist Skills for Final year Project: A Case Study of Customer Facial Recognition Using CNN
    N Aziz, NA Osman, NS Mohamad Suhaimi, EA Patah Akhir
    International Conference on Advancing and Redesigning Education, 336-345 2023

  • IMPROVING ACCURACY IN SENTIMENT ANALYSIS FOR FORMAL AND INFORMAL MALAY LANGUAGE USING SEMANTIC INFORMATION
    NA OSMAN, DUCN PHAM
    Journal of Theoretical and Applied Information Technology 101 (8), 3009-3016 2023

  • A Hybrid Approach Adopted for Credit Card Fraud Detection Based on Deep Neural Networks and Attention Mechanism
    VC Maheshwari, NA Osman, N Aziz
    Journal of Advanced Research in Applied Sciences and Engineering Technology 2023

  • Predictive Analytics for Oil and Gas Asset Maintenance Using XGBoost Algorithm
    N Aziz, MHA Abdullah, NA Osman, MN Musa, EAP Akhir
    International Conference on Emerging Technologies and Intelligent Systems 2022

  • A Study of the Perceptions of Last-Mile Delivery Towards the Adoption of IoT
    AA Khairuddin, EAP Akhir, NA Osman, N Aziz
    International Conference on Emerging Technologies and Intelligent Systems 2022

  • Sentiment Analysis of E-commerce Review using Lexicon Sentiment Method
    M Hakkinen, FA Wong, MS Anggreainy, WR Hidayat
    2021 1st International Conference on Computer Science and Artificial 2021

MOST CITED SCHOLAR PUBLICATIONS

  • Corpus-Based Techniques for Sentiment Lexicon Generation: A Review.
    M Darwich, SA Mohd, N Omar, NA Osman
    J. Digit. Inf. Manag. 17 (5), 296 2019
    Citations: 62

  • Contextual sentiment based recommender system to provide recommendation in the electronic products domain
    NA Osman, SAM Noah, M Darwich
    International Journal of Machine Learning and Computing 9 (4), 425-431 2019
    Citations: 54

  • Integrating contextual sentiment analysis in collaborative recommender systems
    NA Osman, SA Mohd Noah, M Darwich, M Mohd
    Plos one 16 (3), e0248695 2021
    Citations: 52

  • Quantifying the natural sentiment strength of polar term senses using semantic gloss information and degree adverbs
    M Darwich, SAM Noah, N Omar, NA Osman, I Said
    Journal of Advances in Information Technology Vol 11 (3) 2020
    Citations: 33

  • Sentiment-based model for recommender systems
    NA Osman, SAM Noah
    2018 Fourth International Conference on Information Retrieval and Knowledge 2018
    Citations: 24

  • A Review on Task Scheduling Techniques in Cloud and Fog Computing: Taxonomy, Tools, Open Issues, Challenges, and Future Directions
    ZA Khan, IA Aziz, NAB Osman, I Ullah
    IEEE Access 11, 143417 - 143445 2023
    Citations: 20

  • Ontology-driven semantic digital library
    SA Noah, NAR Alias, NA Osman, Z Abdullah, N Omar, Y Yahya, ...
    Information Retrieval Technology: 6th Asia Information Retrieval Societies 2010
    Citations: 15

  • Improving accuracy in sentiment analysis for Malay language
    AA Sadanandan, NA Osman, H Saifuddin, MK Ahamad, DN Pham, H Hoe
    Proc. 4th Int. Conf. Artif. Intell. Comput. Sci., 28-29 2016
    Citations: 11

  • Sentiment Analysis of E-commerce Review using Lexicon Sentiment Method
    M Hakkinen, FA Wong, MS Anggreainy, WR Hidayat
    2021 1st International Conference on Computer Science and Artificial 2021
    Citations: 9

  • An emerging network for COVID-19 CT-scan classification using an ensemble deep transfer learning model
    K Yousefpanah, MJ Ebadi, S Sabzekar, NH Zakaria, NA Osman, ...
    Acta Tropica 257, 107277 2024
    Citations: 7

  • Parallel Enhanced Whale Optimization Algorithm for Independent Tasks Scheduling on Cloud Computing
    ZA Khan, IA Aziz, NAB Osman, S Nabi
    IEEE Access 12, 23529-23548 2024
    Citations: 6

  • A Hybrid Approach Adopted for Credit Card Fraud Detection Based on Deep Neural Networks and Attention Mechanism
    VC Maheshwari, NA Osman, N Aziz
    Journal of Advanced Research in Applied Sciences and Engineering Technology 2023
    Citations: 6

  • Semantic search in digital library semantic technology
    NA Osman, SAM Noah, N Omar
    2010 International Symposium on Information Technology 3, 1504-1507 2010
    Citations: 6

  • Current trends and research directions in the dictionary-based approach for sentiment lexicon generation: a survey
    A Osman, S Ahmad
    Journal of theoretical and applied information technology 97 (2) 2019
    Citations: 4

  • Predictive Analytics for Oil and Gas Asset Maintenance Using XGBoost Algorithm
    N Aziz, MHA Abdullah, NA Osman, MN Musa, EAP Akhir
    International Conference on Emerging Technologies and Intelligent Systems 2022
    Citations: 3

  • Deep and contextually engineered features for metaphor detection
    MS Razali, S Tajudin, NA Osman, F Mohd Ali
    Intelligent Systems Conference, 399-408 2024
    Citations: 2

  • Semantic-based multilingual islamic finance thesaurus
    A Mamadolimova, JSA Singh, NA Osman, NAA Manaf, FH Hamad, ...
    Conference: eKNOW 2014: The Sixth Int. Conf. on Information, Process, and 2014
    Citations: 2

  • Nor Afni Raziah Alias, Nurul Aida Osman, Zuraidah Abdullah, Nazlia Omar, Yazrina Yahya and Maryati Mohd Yusof,“Ontology-Driven Semantic Digital Library,”
    SA Noah
    INFORMATION RETRIEVAL TECHNOLOGY, Springer, LNCS 6458 2010
    Citations: 2

  • Patient Clustering to Improve Process Mining for Disease Trajectory Analysis Using Indonesia Health Insurance Dataset
    AP Kurniati, GAA Wisudiawan, GP Kusuma, S Saadah, NA Osman, ...
    2024 7th International Conference on Artificial Intelligence and Big Data 2024
    Citations: 1

  • A Review on Task Offloading using Meta-Heuristic Algorithms on Fog Computing
    ZA Khan, IA Aziz, NAB Osman
    2023 IEEE 21st Student Conference on Research and Development (SCOReD), 469-475 2023
    Citations: 1