A comparison study of clustering algorithms in grouping microarray data

QR Code

A comparison study of clustering algorithms in grouping microarray data

Clustering is the process of assembling related data items into a group that stands out from the other things. Finding groupings of genes that share co-expression in various settings through the analysis of microarray data is possible through the use of clustering. This study's primary goal is...

Full description

Bibliographic Details
Published in:	AIP Conference Proceedings
Main Author:	Zin S.H.H.M.; Moktar B.
Format:	Conference paper
Language:	English
Published:	American Institute of Physics 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85194167481&doi=10.1063%2f5.0208145&partnerID=40&md5=183e5ec3dbc96f1fb1585a5c363b49d4

Similar Items

Immunophenotyping of Gastritis, Gastric Ulcer and Gastric Cancer using a Cluster of Differentiation (CD) Antibody Microarray
by: Hanafiah A.; Sukri A.; Kosai N.R.; Shuhaili M.A.; Taher M.M.; Ali R.A.R.
Published: (2023)

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

Classification of Breast Cancer Subtypes using Microarray RNA Expression Data
by: Suhiman M.S.; Deni S.M.; Japeri A.Z.U.-S.M.; Asmat A.; Wang L.
Published: (2025)

An Improved Similarity-based Fuzzy Group Decision Making Model through Preference Transformation and K-Means Clustering Algorithm
by: Zaid A.S.; Kamis N.H.; Rodzi Z.M.; Kilicman A.; Kadir N.A.
Published: (2023)

An Improved Similarity-based Fuzzy Group Decision Making Model through Preference Transformation and K-Means Clustering Algorithm
by: Zaid, et al.
Published: (2023)

Multi-class Classification for Breast Cancer with High Dimensional Microarray Data Using Machine Learning Classifier
by: Abdullah M.N.; Yap B.W.; Sapri N.N.F.F.; Wan Yaacob W.F.
Published: (2023)

Tip loaded cyclodextrin-carvedilol complexes microarray patches
by: Anjani Q.K.; Sabri A.H.B.; Hamid K.A.; Moreno-Castellanos N.; Li H.; Donnelly R.F.
Published: (2023)

Evaluation of k-modes-type algorithms for clustering Y-short tandem repeats data
by: Seman A.; Bakar Z.A.; Isa M.N.
Published: (2012)

Similarity–trust network for clustering-based consensus group decision-making model
by: Ahlim W.S.A.W.; Kamis N.H.; Ahmad S.A.S.; Chiclana F.
Published: (2022)

Performance of ACO-based Decision Tree Algorithm with Imbalanced Class Data Sets - A Heuristic Approach
by: Razali M.H.M.; Saian R.; Moktar B.; Wah Y.B.; Ku-Mahamud K.R.
Published: (2022)

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)

Artificial Intelligence and Archive Management on Malaysia 's National Archive's Uncaptioned Photos Collection: Accuracy findings comparison based on clustering algorithms
by: Malek, et al.
Published: (2024)

Artificial Intelligence and Archive Management on Malaysia's National Archive's Uncaptioned Photos Collection: Accuracy findings comparison based on clustering algorithms
by: Malek, et al.
Published: (2024)

Evaluation of Machine Learning Models for Breast Cancer Detection in Microarray Gene Expression Profiles
by: Abdullah M.N.; Wah Y.B.
Published: (2024)

In Vitro Permeation Studies on Carvedilol Containing Dissolving Microarray Patches Quantified Using a Rapid and Simple HPLC-UV Analytical Method
by: Anjani Q.K.; Sabri A.H.B.; McGuckin M.B.; Li H.; Hamid K.A.; Donnelly R.F.
Published: (2022)

A Novel DBSCAN Clustering Algorithm via Edge Computing-Based Deep Neural Network Model for Targeted Poverty Alleviation Big Data
by: Liu H.; Liu Y.; Qin Z.; Zhang R.; Zhang Z.; Mu L.
Published: (2021)

An influence-driven feedback system for preference similarity network clustering based consensus group decision making model
by: Kamis N.H.; Chiclana F.; Levesley J.
Published: (2019)

Comparison study on mobile sensor node redeployment algorithms
by: Akbar N.K.; Isa F.N.M.M.; Abidin H.Z.; Yassin A.I.
Published: (2017)

Determining the dark matter content of dwarfs and dwarfs spheroidal galaxies in the local group cluster using the CAS parameters
by: Ibrahim U.F.S.U.; Abidin Z.Z.; Hashim N.; Hassan M.S.R.; Hamidi Z.S.; Ibrahim Z.A.
Published: (2011)

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)

A Clustering Algorithm via Density Perception and Hierarchical Aggregation Based on Urban Multimodal Big Data for Identifying and Analyzing Categories of Poverty-Stricken Households in China
by: Liu H.; Liu Y.; Zhang R.; Wu X.
Published: (2021)

Hydroclimatic Data Prediction using a New Ensemble Group Method of Data Handling Coupled with Artificial Bee Colony Algorithm; [Ramalan Data Hidroklimatik menggunakan Kaedah Pengendalian Data Kumpulan Ensembel Baharu Digandingkan dengan Algoritma Koloni Lebah Buatan]
by: Badyalina B.; Mokhtar N.A.; Jan N.A.M.; Marsani M.F.; Ramli M.F.; Majid M.; Ya’Acob F.F.
Published: (2022)

Investigating DNA Methylation of Solute Carrier Genes in Colorectal Cancer: A Comprehensive Analysis Using Microarray and Bioinformatics Tools
by: Zabidi N.A.N.; Baharudin R.; Bakarurraini N.Q.R.; Shahri N.A.A.M.; Fu F.T.Y.; Ismail I.; Zawawi M.R.A.; Law J.W.-F.; Lee L.-H.; Mutalib N.-S.A.
Published: (2023)

Software module clustering based on the fuzzy adaptive teaching learning based optimization algorithm
by: Zamli K.Z.; Din F.; Ramli N.; Ahmed B.S.
Published: (2019)

Exploring Spatial and Temporal based Clustering Algorithm for Forest Fire Event Identification
by: Syahputra M.E.; Jailani R.; Kemala A.P.; Fitrianah D.
Published: (2023)

Primaquine and chloroquine nano-sized solid dispersion-loaded dissolving microarray patches for the improved treatment of malaria caused by Plasmodium vivax
by: Anjani Q.K.; Volpe-Zanutto F.; Hamid K.A.; Sabri A.H.B.; Moreno-Castellano N.; Gaitán X.A.; Calit J.; Bargieri D.Y.; Donnelly R.F.
Published: (2023)

De-noising of noisy MRI brain image using the switching-based clustering algorithm
by: Sulaiman S.N.; Ishak S.M.C.; Isa I.S.; Hamzah N.
Published: (2014)

Microarray Profiling of Differentially Expressed Genes in Coronary Artery Bypass Grafts of High-Risk Patients with Postoperative Cognitive Dysfunctions
by: Yazit N.A.A.; Juliana N.; Kadiman S.; Hafidz K.M.; Mohd Fahmi Teng N.I.; Abdul Hamid N.; Effendy N.; Azmani S.; Abu I.F.; Aziz N.A.S.A.; Das S.
Published: (2023)

Integration model of Fuzzy C means clustering algorithm and TOPSIS method for customer lifetime value assessment
by: Azadnia A.H.; Mat Saman M.Z.; Wong K.Y.; Hemdi A.R.
Published: (2011)

The exterior square of a bieberbach group with quaternion point group of order eight
by: Mohammad S.A.; Sarmin N.H.; Mat Hassim H.I.
Published: (2020)

Research on Data Fusion Method for 6G Wireless Sensor Networks Based on Group Intelligence Optimization
by: Zhang L.; Bashah N.S.B.K.
Published: (2024)

MAP: The new clustering algorithm based on multitier network topology to prolong the lifetime of wireless sensor network
by: Din W.I.S.W.; Yahya S.; Taib M.N.; Yassin A.I.M.; Razali R.
Published: (2014)

Design of Adaptive Coordinated Control Algorithm for Inertia and Damping of Virtual Synchronous Generator based on Fuzzy clustering in Microgrid
by: Wang J.; Ramli N.; Aziz N.H.A.
Published: (2023)

A Factor Analysis to Establish a Group of Causes of Deferred Maintenance at Malaysia's Public University Buildings
by: Yasin M.N.; Mohamad Zin R.; Mairizal; Nagapan S.; Zakaria M.A.; Wahi N.; Abdul Tharim A.H.; Hasmori M.F.
Published: (2022)

Semi-supervised spectral clustering using shared nearest neighbor for data with different shape and density
by: Yousheng G.; Rahim S.K.N.A.; Hamzah R.; Ang L.; Aminuddin R.
Published: (2024)

Streamflow estimation at ungauged basin using modified group method of data handling; [Anggaran aliran sungai di lembangan tiada data menggunakan kaedah kumpulan terubahsuai pengendalian data]
by: Badyalina B.; Shabri A.; Marsani M.F.
Published: (2021)

Comparison of direct examination and in vitro culture for the detection of blastocystis sp. In orang asli stool samples
by: Noradilah S.A.; Moktar N.; Lee I.L.; Salleh F.M.; Anuar T.S.
Published: (2018)

A comparison of hyperspectral data and worldview-2 images to detect impervious surface
by: Taherzadeh E.; Shafri H.Z.M.; Soltani S.H.K.; Mansor S.; Ashurov R.
Published: (2012)

Exploratory analysis on the performance of K-means, Kmeans.fd and K-median in clustering contaminated PM10 functional data
by: Kamarulzalis A.H.; Shaadan N.; Deni S.M.
Published: (2024)

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