UTP Scholars: Ts. Dr Noureen Talpur

Dr Noureen Talpur
Office Address
01-03-020
Universiti Teknologi PETRONAS
Bandar Seri Iskandar, 32610 Perak
P:+60 1159508499
Email: noureen.talpur@utp.edu.my
Scopus
Author ID
57195273484
Document Count
20
Total Citations
450
h-Index
9
Co-authors
24
Google Scholar Citations
Author Profile URL
voBMIPEAAAAJ
Citations
697
h-Index
10
Research Gate
Author Profile URL
Noureen-Talpur
Publications
17
Citations
560
h-Index
9
Reads
19,134

Updated: As of quarter 4, December 2024

Noureen-Talpur
Industrial Experience:
  • Academic Experience
  • Lecturer of Computer and Information Sciences Department, Universiti Teknologi PETRONAS (UTP), Perak, Malaysia.[August 2023 - Present]


Skills:
  • Technical Skills
  • Machine Learning Tools: Neural networks, deep learning, fuzzy logic, support vector machine, regression learner, random forest, K-nearest neighbour, decision tree, and others.


Awards & Achievements:
  • Outstanding Research Award Publications
  • Research Funding Awarded


Membership and Services:
  • Executive Committee Nishat Welfare Organization (NWO), Pakistan.
  • Senior Member/Speaker, Former District President, and Former General Secretary at Nishat Girls Wing (NGW), Pakistan.


Title:
Lecturer

Department:

Specialization:
  • Optimization/metaheuristic algorithms, swarm intelligence algorithms and evolutionary algorithms.
  • Machine learning techniques including neural networks, deep learning, fuzzy logic, support vector machine, K-nearest neighbor etc.
  • Data science, big data analytics, informative data visualization, classification, clustering, prediction, feature selection and other data mining tasks.

Qualifications:
  • 2013, Degree in Bachelor in Computer Science by Muhammad Ali Jinnah University, Karachi, Pakistan
  • 2018, Master in Master of Information Technology (By Research) by Universiti Tun Hussein Onn Malaysia, Johor, Malaysia
  • 2023, PhD in Doctor of Philosophy in Information Technology by Universiti Teknologi PETRONAS (UTP), Perak, Malaysia

Other Information:

Short Biography:

Dr. Noureen Talpur is a dedicated lecturer with a robust research background spanning diverse areas, including artificial intelligence, machine learning, deep learning, data mining, data science, optimization, metaheuristics, fuzzy logic, and neural networks. She has a proven track record of publishing high-quality research in reputable international journals and conferences. Dr. Noureen is well-versed in machine learning algorithms, Python, data visualization, and MATLAB, showcasing her expertise in both theoretical and practical aspects of these fields. She is passionate about leveraging her research abilities to develop innovative solutions for real-world challenges in artificial intelligence and data science, with a particular focus on big data.



Number of items: 10.

Talpur, N. and Abdulkadir, S.J. and Alhussian, H. and Hasan, M.H. and Aziz, N. and Bamhdi, A. (2023) Deep Neuro-Fuzzy System application trends, challenges, and future perspectives: a systematic survey. Artificial Intelligence Review, 56 (2). pp. 865-913.

Abdullah, M.H.A. and Aziz, N. and Abdulkadir, S.J. and Akhir, E.A.P. and Talpur, N. (2023) Event Detection and Information Extraction Strategies from Text: A Preliminary Study Using GENIA Corpus. Lecture Notes in Networks and Systems, 573 LN. pp. 118-127.

Talpur, N. and Abdulkadir, S.J. and Hasan, M.H. and Alhussian, H. and Alwadain, A. (2023) A Novel Wrapper-Based Optimization Algorithm for the Feature Selection and Classification. Computers, Materials and Continua, 74 (3). pp. 5799-5820. ISSN 15462218

Abdullah, M.H.A. and Aziz, N. and Abdulkadir, S.J. and Alhussian, H.S.A. and Talpur, N. (2023) Systematic Literature Review of Information Extraction From Textual Data: Recent Methods, Applications, Trends, and Challenges. IEEE Access, 11. pp. 10535-10562. ISSN 21693536

Talpur, N. and Jadid Abdulkadir, S. and Akashah Patah Akhir, E. and Hilmi Hasan, M. and Alhussian, H. and Hafizul Afifi Abdullah, M. (2023) A novel bitwise arithmetic optimization algorithm for the rule base optimization of deep neuro-fuzzy system. Journal of King Saud University - Computer and Information Sciences, 35 (2). pp. 821-842.

Talpur, N. and Abdulkadir, S.J. and Alhussian, H. and Hasan, M.H. and Abdullah, M.H.A. (2022) Optimizing deep neuro-fuzzy classifier with a novel evolutionary arithmetic optimization algorithm. Journal of Computational Science, 64. ISSN 18777503

Talpur, N. and Abdulkadir, S.J. and Alhussian, H. and Hasan, M.H. and Aziz, N. and Bamhdi, A. (2022) A comprehensive review of deep neuro-fuzzy system architectures and their optimization methods. Neural Computing and Applications, 34 (3). pp. 1837-1875. ISSN 09410643

Al-Wajih, R. and Abdulkadir, S.J. and Aziz, N. and Al-Tashi, Q. and Talpur, N. (2021) Hybrid binary grey Wolf with Harris hawks optimizer for feature selection. IEEE Access, 9. pp. 31662-31677. ISSN 21693536

Hussain, K. and Zhu, W. and Salleh, M.N.M. and Ali, H. and Talpur, N. and Naseem, R. and Ahmad, A. and Ullah, A. (2020) Enhanced Bat Algorithm for Solving Non-Convex Economic Dispatch Problem. Advances in Intelligent Systems and Computing, 978 AI. pp. 419-428. ISSN 21945357

Talpur, N. and Abdulkadir, S.J. and Hasan, M.H. (2020) A deep learning based neuro-fuzzy approach for solving classification problems. In: UNSPECIFIED.

This list was generated on Thu Dec 19 08:02:26 2024 +08.