ISBFK-means: A new clustering algorithm based on influence space

Y Yang, J Cai, H Yang, Y Li, X Zhao - Expert Systems with Applications, 2022 - Elsevier
… on the original data set directly, which is a severe challenge under the big data era, this …
without iteration, and the value of K and the center point need not be specified in advance. But it …

Biologically inspired clustering algorithms in mobile wireless sensor networks: A survey

M Sudha, J Sundararajan - Advances in Natural and Applied Sciences, 2017 - go.gale.com
… Most recent, Biologically inspired clustered computing [46] has turned up as a novel era in
computing a broad range of applications. It covers all most, in all areas which include security, …

[PDF][PDF] An efficient association rule based hierarchical algorithm for text clustering

JD Rose - Int. J. Adv. Eng. Tech./Vol. VII/Issue I/Jan.-March, 2016 - academia.edu
… ABSTRACT In this modern era, the amount of information available has become too large.
But … In this work an improved text cluster algorithm, along with the improved association rules …

Analysis of Chinese Patents Associated with Incremental Clustering Algorithms: A Review

A Chaudhari, P Mulay, AK Tiwari - Journal of Computing Research and …, 2022 - jcrinn.com
… in this paper pertaining to various patents in the advanced areas of computer engineering. …
Figure 6 shows year after year changing patent grant count in the era of ICA. In the last five-…

Analysis of clustering algorithms in machine learning for healthcare data

M Ambigavathi, D Sridharan - Advances in Computing and Data Sciences …, 2020 - Springer
… of clusters. To alleviate these issues, this paper aims to inspect various clustering algorithms
from the … The experimental results elucidate the best algorithm from each categories using a …

Optimizing Patient Stratification in Healthcare: A Comparative Analysis of Clustering Algorithms for EHR Data

A Aljohani - International Journal of Computational Intelligence …, 2024 - Springer
… In the era of personalized medicine, … study advances healthcare analytics by giving
practitioners and researchers with informative perspectives on the selection of clustering algorithms

Recent advancements in event processing

M Dayarathna, S Perera - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
… The roots of EP can be traced back to the era of active databases [7]. Since then, several EP
… New use cases of EP have arrived, and technology advancements have been made relating …

[PDF][PDF] A survey on applications of data mining using clustering techniques

D Neha, BM Vidyavathi - International Journal of Computer Applications, 2015 - Citeseer
… The era of data has arrived. The amount of data has been … With the rapid technological
advances including the increasing … of K-means clustering algorithms are still not solved …

Computational cluster validation in post-genomic data analysis

J Handl, J Knowles, DB Kell - Bioinformatics, 2005 - academic.oup.com
clustering algorithms and cluster-validation techniques. Capturing the intuitive notion of a …
For the purpose of this study, several advanced techniques are selected from the categories …

Advanced Quantum Algorithms for Big Data Clustering and High-Dimensional Classification

JGC Ramírez - Journal of Advanced Computing Systems, 2024 - scipublication.com
… In the era of big data and artificial intelligence, the demand for efficient and powerful …
We will investigate quantum versions of popular clustering algorithms, such as Quantum K-means …