Projects per year
Personal profile
Research interests
- Optimization, evolutionary computing, metaheuristic algorithms, swarm intelligence algorithms including particle swarm optimization, ant colony optimization, and artificial bee colony, etc.
- Machine learning techniques including neural networks, deep learning, fuzzy logic, support vector machine, decision tree etc.
- Data science, big data, data analytics, informative data visualization, classification, prediction, and other data mining tasks.
Education/Academic qualification
PhD, Improvement of metaheuristic algorithms using component-wise analysis via diversity measurement for solving classification problems, Universiti Tun Hussein Onn Malaysia
1 Sept 2015 → 31 Aug 2018
Award Date: 15 Aug 2018
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Projects
- 1 Active
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SEAGUARD: Sea Environmental Awareness and Guard Enhanced with Unmanned AI Robotics Detection
Bhuiyan, Z., Makarchuk, D., Whitcher, A., Ahmad, S., Hasan, R., Gibson, M. & Talpur, K.
European Commission, UK Research and Innovation
1/10/24 → 31/03/27
Project: Knowledge Exchange › External Project
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Accurate multilevel thresholding image segmentation via oppositional Snake Optimization algorithm: Real cases with liver disease
Houssein, E. H., Abdalkarim, N., Hussain, K. & Mohamed, E., 6 Jan 2024, In: Computers in Biology and Medicine. 169, p. 107922Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Downloads (Pure) -
A comprehensive review of existing corpora and methods for creating annotated corpora for event extraction tasks
Abdullah, M. H. A., Aziz, N., Abdulkadir, S. J., Hussain, K., Alhussian, H. & Talpur, N., 19 Nov 2024, In: Journal of Data and Information Science. 9, 4, p. 196-238 43 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile18 Downloads (Pure) -
Computer vision driven recommendation system for London explorers
Mekiri, K., Talpur, K. & Ahmad, S., 15 Jul 2024, 2024 14th International Conference on Pattern Recognition Systems (ICPRS). IEEE, p. 1-7 7 p.Research output: Chapter in Book/Report/Published conference proceeding › Conference contribution › peer-review
Open AccessFile23 Downloads (Pure) -
Density peaks clustering based on Gaussian fuzzy neighborhood with noise parameter
Waqas, S. M., Khan, S., Talpur, K. & Khan, R. A., 14 Jul 2024, In: Expert Systems with Applications. 255, p. 124782 1 p.Research output: Contribution to journal › Article › peer-review
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Hybrid improved brain storm optimization with support vector machine for cardiovascular diseases classification
Sun, Y., Shi, W., Cheng, S., Talpur, K. & Shi, Y., 20 Sept 2024, In: Tsinghua Science and Technology.Research output: Contribution to journal › Article › peer-review
Open AccessFile28 Downloads (Pure)