Ant-based sorting and ACO-based clustering approaches: A review

AM Jabbar, KR Ku-Mahamud… - 2018 IEEE Symposium …, 2018‏ - ieeexplore.ieee.org
Data clustering is used in a number of fields including statistics, bioinformatics, machine
learning exploratory data analysis, image segmentation, security, medical image analysis …

Adaptive parameter control strategy for ant-miner classification algorithm

HNK Al-Behadili, R Sagban… - Indonesian Journal of …, 2020‏ - section.iaesonline.com
Pruning is the popular framework for preventing the dilemma of overfitting noisy data. This
paper presents a new hybrid Ant-Miner classification algorithm and ant colony system …

[PDF][PDF] Annealing strategy for an enhance rule pruning technique in ACO-based rule classification

HNK Al-Behadili, KR Ku-Mahamud… - Indones. J. Electr. Eng …, 2019‏ - researchgate.net
Ant colony optimization (ACO) was successfully applied to data mining classification task
through ant-mining algorithms. Exploration and exploitation are search strategies that guide …

Study of exploration and exploitation mechanisms in nature inspired metaheuristics for global optimization

B Saib, MR Abdessemed, R Hocin… - … Conference on Computing …, 2022‏ - Springer
Global optimization aims to identify the most interesting solution in the overall space of
search, which is known as global optimum. But in reality, it is a misnomer because it is only …

[PDF][PDF] Cervical cancer diagnosis system using ant-miner for managing the knowledge in medical database

J Wahid, HFA Al-Mazini - Turkish Journal of Computer and …, 2021‏ - researchgate.net
The fourth most frequent cause of cancer death in women is cervical cancer. No sign can be
observed in the early stages of the disease. In addition, cervical cancer diagnosis methods …

[PDF][PDF] Performance evaluation of the particle swarm optimization for clustering based on different parameter selection

Z Adil - Iraqi Journal of Intelligent Computing and Informatics …, 2022‏ - iasj.net
Particle Swamp Optimization (PSO) is an effective method for solving a wide range of
problems. However, the most existing PSO algorithms easily trap into local optima when …

[PDF][PDF] Intelligent Search Strategies of Global Optima in Nature Inspired Metaheuristics

B Saib, MR Abdessemed, R Hocin, K Khoualdi‏ - themedicon.com
Global optimization sets itself the mission of identifying the most interesting solutions in the
overall search space. But actually, it is only the best of all discovered candidate solutions in …

[PDF][PDF] Peoples' Democratic Republic of Algeria

Z Aya - 2024‏ - researchgate.net
This sociolinguistic study sheds light on the linguistic variation distinguishing female and
male languages in the speech community of Batna. It investigates the morpho-lexical …