Data mining and swarm intelligence in healthcare applications

P Narmatha, M Ramesh… - … of Computational and …, 2021 - ingentaconnect.com
… the relevance of the Swarm intelligence technique for information … of Swarm Intelligence
utilizing data removal in healthcare. … Data mining was important in the medical field to practice …

[图书][B] Swarm intelligence optimization: algorithms and applications

A Kumar, PS Rathore, VG Díaz, R Agrawal - 2020 - books.google.com
… The support vector machine (SVM) using PSO in various healthcare domains is reviewed
in Chapter 6. The PSO is motivated by the social conduct of winged animal rushing and fish …

A novel approach on Particle Agent Swarm Optimization (PASO) in semantic mining for web page recommender system of multimedia data: a health care perspective

R Manikandan, V Saravanan - Multimedia Tools and Applications, 2020 - Springer
methods are presented to denote the domain knowledge. The primary method utilizes ontology
to denote the domain … 21] technique for taking out sequential association rule mining. The …

An Exhaustive Multi-Aspect Analysis of Swarm Intelligence Algorithms in Numerical Association Rule Mining

M Kaushik, R Sharma, P Kõiva, I Fister… - IEEE Access, 2024 - ieeexplore.ieee.org
… In the optimization techniques domain, numerous evolutionary and swarm intelligence-based
algorithms have been proposed to extract association rules from numerical datasets. …

Swarm intelligence in internet of medical things: A review

R Alizadehsani, M Roshanzamir, NH Izadi, R Gravina… - Sensors, 2023 - mdpi.com
methods can be used for optimization requried by the growing development of the IoT [6].
Using IoT in medical domain leads to internet of medical … in the IoT domain with a special focus …

Bio-inspired weighed quantum particle swarm optimization and smooth support vector machine ensembles for identification of abnormalities in medical data

TP Latchoumi, TP Ezhilarasi, K Balamurugan - SN Applied Sciences, 2019 - Springer
… used in data mining applications, especially in complex problems like association rule
mining. … the researchers working in the domain of multi-objective evolutionary algorithms (MOEAs)-…

Particle swarm intelligence and impact factor-based privacy preserving association rule mining for balancing data utility and knowledge privacy

G Kalyani, MVP Chandra Sekhara Rao… - Arabian Journal for …, 2018 - Springer
swarm intelligence is developed to select a set of database transactions for alterations to
minimize the number of non-sensitive association rulesmedical field. To enhance the quality of …

Swarm intelligence and evolutionary algorithms for heart disease diagnosis

R Krishnamurthi - Swarm intelligence and evolutionary algorithms …, 2019 - taylorfrancis.com
… Further, the advancement in the field of computational data mining techniques and artificial
intelligence mechanisms has enhanced the process of computational decision support …

[HTML][HTML] A comprehensive meta-analysis of emerging swarm intelligent computing techniques and their research trend

P Monga, M Sharma, SK Sharma - … of King Saud University-Computer and …, 2022 - Elsevier
swarm intelligence metaheuristic techniques, namely Emperor Penguins Colony (EPC), Harris
Hawks Optimizer (HHO), Butterfly Optimization … contributions in various domains using the …

[PDF][PDF] Data mining based hybrid intelligent system for medical application

A Nega, A Kumlachew - International Journal of Information …, 2017 - mecs-press.org
… Both techniques deal with medical data and domain … using artificial intelligence, the two more
popular techniques … Association rules mining is an important data mining method that aims …