Hybrid method for mining rules based on enhanced Apriori algorithm with sequential minimal optimization in healthcare industry

M Sornalakshmi, S Balamurali, M Venkatesulu… - Neural Computing and …, 2020 - Springer
… Association rule mining (ARM) is an effective technique for … used application of AR mining
is the medical field. Actually, … greatest accuracy relative to the artificial neural network [37], …

Hybrid particle swarm optimization for rule discovery in the diagnosis of coronary artery disease

M Zomorodi‐moghadam, M Abdar, Z Davarzani… - Expert …, 2021 - Wiley Online Library
… association of rule mining is used to deal with missing values. Data mining techniques are
… This work proposes an evolutionary algorithm (PSO), which generates rules in CAD domain

[Retracted] A Systematic Literature Review on Particle Swarm Optimization Techniques for Medical Diseases Detection

S Pervaiz, Z Ul-Qayyum, WH Bangyal… - … Methods in Medicine, 2021 - Wiley Online Library
Artificial Intelligence (AI) is the domain of computer science that focuses on the … In the field
of AI, medical disease detection is an instantly growing domain of research. In the past years, …

Swarm intelligence in anomaly detection systems: an overview

S Mishra, R Sagban, A Yakoob… - International Journal of …, 2021 - Taylor & Francis
… Later on, the term transformed into mature research field of methodologies, techniques
and algorithms for problem solving in artificial intelligence. SI methodologies draw their …

[HTML][HTML] Swarm intelligence based classification rule induction (CRI) framework for qualitative and quantitative approach: An application of bankruptcy prediction and …

J Uthayakumar, T Vengattaraman… - Journal of King Saud …, 2020 - Elsevier
… in the field of accounting and financial decision making. Developing an effective classification
rule … Traditional statistical methods and artificial intelligence techniques play a major role to …

Heuristic recommendation technique in Internet of Things featuring swarm intelligence approach

A Forestiero - Expert Systems with Applications, 2022 - Elsevier
… , exploiting Swarm Intelligence techniques, … , is based on a word embedding model. In
Natural Language Processing (NLP) field, the word embedding is a language modeling technique

A survey of evolutionary computation for association rule mining

A Telikani, AH Gandomi, A Shahbahrami - Information Sciences, 2020 - Elsevier
… to the use of evolutionary methods for knowledge discovery in their respective domain. …
Swarm intelligence approaches simulate the collective behaviors of social swarms of birds …

An intelligent heart disease prediction system based on swarm-artificial neural network

S Nandy, M Adhikari, V Balasubramanian… - Neural Computing and …, 2023 - Springer
… is another challenging task in the healthcare domain. … swarm optimization techniques, in
this paper, we have designed a new intelligent healthcare framework based on the Swarm-ANN …

Optimized feature selection method using particle swarm intelligence with ensemble learning for cancer classification based on microarray datasets

N Alrefai, O Ibrahim - Neural Computing and Applications, 2022 - Springer
… In this part, we describe current state-of-the-art finding in the domain of feature selection
and classification using cancer microarray datasets. Dagnew et al. [18] propose a tree-…

A systematic review on metaheuristic optimization techniques for feature selections in disease diagnosis: open issues and challenges

S Kaur, Y Kumar, A Koul, S Kumar Kamboj - … of Computational Methods in …, 2023 - Springer
… As we know, the data extracted and generated in the healthcare domain is huge … intelligent
system for detecting diseases using various algorithms of Data Mining, Artificial Intelligence, …