A review of clonal selection algorithm and its applications

B Haktanirlar Ulutas, S Kulturel-Konak - Artificial Intelligence Review, 2011 - Springer
Recently, clonal selection theory in the immune system has received the attention of
researchers and given them inspiration to create algorithms that evolve candidate solutions …

Intelligent skin cancer diagnosis using improved particle swarm optimization and deep learning models

TY Tan, L Zhang, CP Lim - Applied Soft Computing, 2019 - Elsevier
In this research, we propose an intelligent decision support system for skin cancer detection.
Since generating an effective lesion representation is a vital step to ensure the success of …

Multiobjective immune algorithm with nondominated neighbor-based selection

M Gong, L Jiao, H Du, L Bo - Evolutionary computation, 2008 - direct.mit.edu
Abstract Nondominated Neighbor Immune Algorithm (NNIA) is proposed for multiobjective
optimization by using a novel nondominated neighbor-based selection technique, an …

A survey of credit card fraud detection techniques: data and technique oriented perspective

Z Zojaji, RE Atani, AH Monadjemi - arXiv preprint arXiv:1611.06439, 2016 - arxiv.org
Credit card plays a very important rule in today's economy. It becomes an unavoidable part
of household, business and global activities. Although using credit cards provides enormous …

Multi-layer perceptron training optimization using nature inspired computing

A Al Bataineh, D Kaur, SMJ Jalali - IEEE Access, 2022 - ieeexplore.ieee.org
Although the multi-layer perceptron (MLP) neural networks provide a lot of flexibility and
have proven useful and reliable in a wide range of classification and regression problems …

An immune algorithm for protein structure prediction on lattice models

V Cutello, G Nicosia, M Pavone… - IEEE transactions on …, 2007 - ieeexplore.ieee.org
We present an immune algorithm (IA) inspired by the clonal selection principle, which has
been designed for the protein structure prediction problem (PSP). The proposed IA employs …

A novel immune clonal algorithm for MO problems

R Shang, L Jiao, F Liu, W Ma - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Research on multiobjective optimization (MO) becomes one of the hot points of intelligent
computation. Compared with evolutionary algorithm, the artificial immune system used for …

Immunocomputing-based approach for optimizing the topologies of LSTM networks

A Al Bataineh, D Kaur - IEEE Access, 2021 - ieeexplore.ieee.org
This paper aims to automatically design optimal LSTM topologies using the clonal selection
algorithm (CSA) to solve text classification tasks such as sentiment analysis and SMS spam …

Applications of artificial immune systems to computer security: A survey

DAB Fernandes, MM Freire, PAP Fazendeiro… - Journal of Information …, 2017 - Elsevier
For the last two decades, artificial immune systems have been studied in various fields of
knowledge. They were shown to be particularly effective tools at detecting anomalous …

Integrated parameter inversion analysis method of a CFRD based on multi-output support vector machines and the clonal selection algorithm

D Zheng, L Cheng, T Bao, B Lv - Computers and Geotechnics, 2013 - Elsevier
A geotechnical parameter identification method based on multi-output support vector
machines (M-SVMs) and the clonal selection algorithm (CSA) is proposed. Using this …