Research output per year
Research output 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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Collaborations and top research areas from the last five years
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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
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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 AccessFile7 Downloads (Pure) -
A Fast Converging and Globally Optimized Approach for Load Balancing in Cloud Computing
Reshan, M. S. A., Syed, D., Islam, N., Shaikh, A., Hamdi, M., Elmagzoub, M. A., Muhammad, G. & Talpur, K. H., 1 Feb 2023, In: IEEE Access. 11, p. 11390-11404 15 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Dynamic Coati Optimization Algorithm for biomedical classification tasks
Houssein, E. H., Samee, N. A., Mahmoud, N. F. & Hussain, K., 17 Jul 2023, In: Computers in Biology and Medicine. 107237.Research output: Contribution to journal › Article › peer-review
Open AccessFile18 Downloads (Pure)