Clustering the unlabeled data using a modified cat swarm optimization

QR Code

Clustering the unlabeled data using a modified cat swarm optimization

This paper presents a modified version of the Cat Swarm Optimization (CSO) algorithm aimed at addressing the limitations of traditional clustering methods in handling complex, high-dimensional datasets. The primary objective of this research is to improve clustering accuracy and stability by elimina...

Full description

Bibliographic Details
Published in:	Journal of Applied Data Sciences
Main Author:	Dewi D.A.; Kurniawan T.B.; Mohd Zakizakaria; Armoogum S.
Format:	Article
Language:	English
Published:	Bright Publisher 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85210851113&doi=10.47738%2fjads.v5i3.349&partnerID=40&md5=b9bbaca40cab8a163ad06306ff30229f

Similar Items

OPTIMAL DISTRIBUTED GENERATION FOR LOSS MINIMIZATION USING SAND CAT SWARM OPTIMIZATION
by: Adnan A.A.S.M.; Hussain M.H.; Rahim S.R.A.; Azmi A.; Musirin I.; Rohani M.N.K.H.; Hashim N.; Radziyan J.A.
Published: (2024)

Leveraging Data Analytics for Student Grade Prediction: A Comparative Study of Data Features
by: Misinem; Kurniawan T.B.; Dewi D.A.; Zakaria M.Z.; Nazmi C.M.A.
Published: (2024)

NOVEL RECOMMENDATION SYSTEM BASED ON USER PREFERENCES USING SENTIMENT ANALYSIS
by: Sopiah N.; Kurniawan T.B.; Dewi D.A.; Zakaria M.Z.; Basri M.T.
Published: (2023)

Gum Disease Identification Using Fuzzy Expert System
by: Nasir M.; Kurniawan T.B.; Dewi D.A.; Zakaria M.Z.; Bujang N.S.B.
Published: (2024)

SENTIMENT ANALYSIS ON COSMETIC PRODUCT IN SEPHORA USING NAÏVE BAYES CLASSIFIER
by: Fadly; Kurniawan T.B.; Dewi D.A.; Zakaria M.Z.; Nazziri N.F.B.M.
Published: (2023)

Deep Learning Based Face Mask Detection System Using MobileNetV2 for Enhanced Health Protocol Compliance
by: Fadly; Kurniawan T.B.; Dewi D.A.; Zakaria M.Z.; Hisham P.A.A.B.
Published: (2024)

Sentiment Analysis on Umrah Packages Review in Malaysia
by: Dewi D.A.; Kurniawan T.B.; Zakaria M.Z.; Kasim S.; Mustapa N.Q.
Published: (2024)

Optimizing big data in bioinformatics with swarm algorithms
by: Abdul-Rahman S.; Bakar A.A.; Mohamed-Hussein Z.-A.
Published: (2013)

An optimal and stable algorithm for clustering numerical data
by: Seman A.; Sapawi A.M.
Published: (2021)

Modified BPNN via iterated least median squares, particle Swarm optimization and firefly algorithm
by: Md Ghani N.A.; Kamaruddin S.B.A.; Ramli N.M.; Musirin I.; Hashim H.
Published: (2017)

Estimation of protozoal diversity among stray cats in Malaysia
by: Abdulwahab M.H.; Al-Talib H.
Published: (2024)

An overview of particle swarm optimization variants
by: Imran M.; Hashim R.; Khalid N.E.A.
Published: (2013)

Infestation with the cat flea, Ctenocephalides felis felis (Siphonaptera: Pulicidae) among students in Kuala Lumpur, Malaysia
by: Chin H.C.; Ahmad N.W.; Lim L.H.; Jeffery J.; Hadi A.A.; Othman H.; Omar B.
Published: (2010)

A Systematic Review on Particle Swarm Optimization Towards Target Search in The Swarm Robotics Domain
by: Hamami M.G.M.; Ismail Z.H.
Published: (2022)

Effect of swarm size parameter on Binary Particle Swarm optimization-based NARX structure selection
by: Yassin I.M.; Taib M.N.; Adnan R.; Salleh M.K.M.; Hamzah M.K.
Published: (2012)

Big Data: Issues and Challenges in Clustering Data Visualization
by: Zaki U.H.H.; Kamsani I.I.; Fadzil A.F.A.; Idrus Z.; Kandogan E.
Published: (2025)

Laplace Mutated Particle Swarm Optimization (LMPSO)
by: Imran M.; Hashim R.; Khalid N.E.A.
Published: (2014)

Particle swarm optimization and least squares estimaton of NARMAX
by: Abdullah S.M.; Yassin A.I.M.; Tahir N.M.
Published: (2015)

NARMAX identification of DC motor model using repulsive particle swarm optimization
by: Supeni E.; Yassin I.M.; Ahmad A.; Abdul Rahman F.Y.
Published: (2009)

Optimization of MFCC parameters using Particle Swarm Optimization for diagnosis of infant hypothyroidism using Multi-Layer Perceptron
by: Zabidi A.; Khuan L.Y.; Mansor W.; Yassin I.M.; Sahak R.
Published: (2010)

A distinct Borrelia clade within the relapsing fever group from cat-infesting Haemaphysalis semermis Neumann 1901 (Acari: Ixodidae)
by: Kazim A.R.; Heo C.C.; Shahrizal S.; Er Y.X.; Houssaini J.; Veit A.; Muntau B.; Tappe D.; Muslim A.; Low V.L.
Published: (2025)

Optimal population size of particle swarm optimization for photovoltaic systems under partial shading condition
by: Hashim N.; Ismail N.F.N.; Johari D.; Musirin I.; Rahman A.A.
Published: (2022)

A comparison study of clustering algorithms in grouping microarray data
by: Zin S.H.H.M.; Moktar B.
Published: (2024)

Comparing Properties and Potential of Pinewood, Dried Tofu, and Oil Palm Empty Fruit Bunch (EFB) Pellet as Cat Litter
by: Umor N.A.; Adenan N.H.; Hajar N.; Akil N.A.M.; Malik N.H.A.; Ismail S.; Meskam Z.H.
Published: (2023)

Opposition based Particle Swarm Optimization with student T mutation (OSTPSO)
by: Imran M.; Hashim R.; Khalid N.E.A.
Published: (2012)

Optimal Charging Coordination of Electric Vehicles Considering Users Charging Behavior Using Particle Swarm Optimization (PSO)
by: Mohamad H.; Isa A.I.M.; Zaharuddin M.A.H.; Naidu K.; Salim N.A.; Yasin Z.M.
Published: (2024)

Stochastic optimized relevance feedback particle swarm optimization for content based image retrieval
by: Imran M.; Hashim R.; Noor Elaiza A.K.; Irtaza A.
Published: (2014)

Particle Swarm Optimization for NARX-ANN Baseline Energy Modelling in Educational Buildings
by: Mustapa R.F.; Dahlan N.Y.; Yassin I.M.; Hamizah Mohd Nordin A.; Mahadan M.E.; Mohamad S.
Published: (2019)

Navigating Tversky Loss Function Hyperparameter Spaces using Particle Swarm Optimization for Myocardial Scar Segmentation
by: Damit D.S.A.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Razali N.F.; Marzuki M.I.F.
Published: (2024)

Binary particle swarm optimization for feature selection in detection of infants with hypothyroidism
by: Zabidi A.; Khuan L.Y.; Mansor W.; Yassin I.M.; Sahak R.
Published: (2011)

Dynamic Voltage Stability Enhancement in Electric Vehicle Battery Charger Using Particle Swarm Optimization
by: Rajendran G.; Vaithilingam C.A.; Naidu K.; Alsakati A.A.; Oruganti K.S.P.; Fauzan M.F.
Published: (2022)

The quadriceps muscle of knee joint modelling Using Hybrid Particle Swarm Optimization-Neural Network (PSO-NN)
by: Kamaruddin S.B.A.; Tolos S.M.; Hee P.C.; Ghani N.A.M.; Ramli N.M.; Nasir N.B.M.; Kader B.S.B.K.; Huq M.S.
Published: (2017)

Random Dimension Manipulation for Efficient High-Dimensional Data Clustering
by: Zaki U.H.H.; Kamsani I.I.; Ibrahim R.; Sakamat N.; Kandogan E.
Published: (2025)

Intelligent Optimization of Novel Particle Swarm Optimization with Explorer (PSOE) for Identification of Flexible Manipulator System
by: Yatim H.M.; Zamri A.N.Y.; Hadi M.S.; Talib M.H.A.; Darus I.Z.M.
Published: (2022)

A distinct Borrelia clade within the relapsing fever group from cat-infesting Haemaphysalis semermis Neumann 1901 (Acari: Ixodidae)
by: Kazim, et al.
Published: (2025)

Vibration control of semi-active suspension system using PID controller with advanced firefly algorithm and particle swarm optimization
by: Ab Talib M.H.; Mat Darus I.Z.; Mohd Samin P.; Mohd Yatim H.; Ardani M.I.; Shaharuddin N.M.R.; Hadi M.S.
Published: (2021)

Optimum energy management strategy with enhanced time of use tariff for campus building using particle swarm optimization
by: Mahmud N.A.; Dahlan N.Y.
Published: (2022)

Logical effort using particle swarm optimization algorithm-an examination on the 8-stage full adder circuit
by: Johari A.; Hassan H.A.; Halim A.K.; Zabidi A.; Yassin I.
Published: (2010)

Evaluation of particle swarm optimization for strength determination of tropical wood polymer composite
by: Yusoff M.; Basir A.N.M.; Kadir N.A.; Bahari S.A.
Published: (2020)

Binary particle swarm optimization for selection of features in the recognition of infants cries with asphyxia
by: Zabidi A.; Mansor W.; Lee Y.K.; Yassin I.M.; Sahak R.
Published: (2011)