Talpur, Noureen

Talpur, Noureen

Dr.

Positions

Lecturer, Computer & Information Science Department , Faculty of Science and Information Technology
Member, Centre for Research in Data Science , Institute of Emerging Digital Technologies
Lecturer, Universiti Teknologi PETRONAS 2023 -

member of

Computer & Information Science Department

selected publications

academic article
- A Novel Wrapper-Based Optimization Algorithm for the Feature Selection and Classification. Computers, Materials & Continua. 74:5799-5820. 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. 35:821-842. 2023
- Deep Neuro-Fuzzy System application trends, challenges, and future perspectives: a systematic survey. Artificial Intelligence Review. 56:865-913. 2023
- Systematic Literature Review of Information Extraction From Textual Data: Recent Methods, Applications, Trends, and Challenges. IEEE Access. 11:10535-10562. 2023
- A comprehensive review of deep neuro-fuzzy system architectures and their optimization methods. Neural Computing and Applications. 34:1837-1875. 2022
- Optimizing deep neuro-fuzzy classifier with a novel evolutionary arithmetic optimization algorithm. Journal of Computational Science. 64:101867. 2022
- Hybrid Binary Grey Wolf With Harris Hawks Optimizer for Feature Selection. IEEE Access. 9:31662-31677. 2021
- A Novel Metaheuristic Approach to Optimization of Neuro-Fuzzy System for Students' Performance Prediction. Journal of Soft Computing and Data Mining. 01. 2020
- An investigation of membership functions on performance of ANFIS for solving classification problems. IOP Conference Series: Materials Science and Engineering. 226:012103. 2017
chapter
- Event Detection and Information Extraction Strategies from Text: A Preliminary Study Using GENIA Corpus. Lecture Notes in Networks and Systems. 118-127. 2023
- Enhanced Bat Algorithm for Solving Non-Convex Economic Dispatch Problem. Advances in Intelligent Systems and Computing. 419-428. 2020
- A Divide-and-Conquer Strategy for Adaptive Neuro-Fuzzy Inference System Learning Using Metaheuristic Algorithm. Intelligent and Interactive Computing. 205-214. 2019
- Modified ANFIS with Less Model Complexity for Classification Problems. Advances in Intelligent Systems and Computing. 36-47. 2019
- Modified Adaptive Neuro-Fuzzy Inference System Trained by Scoutless Artificial Bee Colony. Advances in Intelligent Systems and Computing. 411-422. 2019
- Adaptive Neuro-Fuzzy Inference System: Overview, Strengths, Limitations, and Solutions. Data Mining and Big Data. 527-535. 2017
conference paper
- A deep learning based neuro-fuzzy approach for solving classification problems 2020

education and training

Ph.D. in Information Technology - Artificial Intelligence 2019 - 2023
M.Sc. in Information Technology - Computer Science, Universiti Tun Hussein Onn Malaysia, Johor, Malaysia 2016 - 2018
B.S. in Computer Science, Muhammad Ali Jinnah University, Karachi, Pakistan 2008 - 2013

full name

Noureen Talpur

primary email

noureen.talpur@utp.edu.my

webpage

Publications in VIVO

Co-author Network

Contact Info

noureen.talpur@utp.edu.my

Websites