On the public citation graph

K-Means Clustering with Bagging and MapReduce

0 signed · 61 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.
Claim with ORCID
Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.
See reference health

What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/bf00058655openalex-snapshot
Bagging predictors
inferredcites →https://doi.org/10.1007/s10115-007-0114-2openalex-snapshot
Top 10 algorithms in data mining
inferredcites →https://doi.org/10.1109/tit.1982.1056489openalex-snapshot
Least squares quantization in PCM
inferredcites →https://doi.org/10.1109/tpami.2002.1017616openalex-snapshot
An efficient k-means clustering algorithm: analysis and implementation
inferredcites →https://doi.org/10.1145/1137856.1137879openalex-snapshot
A fast k-means implementation using coresets
inferredcites →https://doi.org/10.1145/1137856.1137880openalex-snapshot
How slow is the k -means method?
inferredcites →https://doi.org/10.1145/1327452.1327492openalex-snapshot
MapReduce
inferredcites →https://doi.org/10.1145/331499.331504openalex-snapshot
Data clustering
inferredcites →https://doi.org/10.1145/568574.568575openalex-snapshot
Why so many clustering algorithms
inferredcites →https://doi.org/10.2307/2346830openalex-snapshot
Algorithm AS 136: A K-Means Clustering Algorithm
inferredcites →https://doi.org/10.5860/choice.49-3305openalex-snapshot
Data mining: concepts and techniques

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.12688/openreseurope.17554.1zenodo-depositor-declared
An in-depth analysis of data reduction methods for sustainable deep learning
inferred← citeshttps://doi.org/10.12688/openreseurope.17554.2zenodo-depositor-declared
inferred← citeshttps://doi.org/10.1007/978-3-319-64861-3_69openalex-snapshot
Evaluating Learners’ Progress in Smart Learning Environment
inferred← citeshttps://doi.org/10.1007/978-981-10-2419-1_9openalex-snapshot
Assessing Learners’ Progress in a Smart Learning Environment using Bio-Inspired Clustering Mechanism
inferred← citeshttps://doi.org/10.1007/978-981-10-4600-1_7openalex-snapshot
Parallel Bat Algorithm-Based Clustering Using MapReduce
inferred← citeshttps://doi.org/10.1007/s13042-015-0367-0openalex-snapshot
MapReduce-based fuzzy c-means clustering algorithm: implementation and scalability
inferred← citeshttps://doi.org/10.1007/s40031-020-00485-2openalex-snapshot
An Analysis of Distributed Document Clustering Using MapReduce Based K-Means Algorithm
inferred← citeshttps://doi.org/10.1007/s40031-021-00651-0openalex-snapshot
MapReduce-based Fuzzy C-means Algorithm for Distributed Document Clustering
inferred← citeshttps://doi.org/10.1016/j.asoc.2018.04.012openalex-snapshot
Parallel swarm intelligence strategies for large-scale clustering based on MapReduce with application to epigenetics of aging
inferred← citeshttps://doi.org/10.1016/j.compbiomed.2012.05.001openalex-snapshot
A scalable and accurate method for classifying protein–ligand binding geometries using a MapReduce approach
inferred← citeshttps://doi.org/10.1016/j.compenvurbsys.2014.06.002openalex-snapshot
Parallel implementation of Kaufman’s initialization for clustering large remote sensing images on clouds
inferred← citeshttps://doi.org/10.1016/j.eswa.2014.09.008openalex-snapshot
Feature selection and multi-kernel learning for adaptive graph regularized nonnegative matrix factorization
inferred← citeshttps://doi.org/10.1016/j.fcij.2018.06.002openalex-snapshot
Partition based clustering of large datasets using MapReduce framework: An analysis of recent themes and directions
inferred← citeshttps://doi.org/10.1016/j.neucom.2014.09.080openalex-snapshot
Regularized maximum correntropy machine
inferred← citeshttps://doi.org/10.1016/j.neuroimage.2020.116678openalex-snapshot
Bagging improves reproducibility of functional parcellation of the human brain
inferred← citeshttps://doi.org/10.1016/j.parco.2017.02.005openalex-snapshot
Enabling scalable and accurate clustering of distributed ligand geometries on supercomputers
inferred← citeshttps://doi.org/10.1038/s41598-021-87270-3openalex-snapshot
The Coronavirus Health and Impact Survey (CRISIS) reveals reproducible correlates of pandemic-related mood states across the Atlantic
inferred← citeshttps://doi.org/10.1109/bigdata.2015.7363907openalex-snapshot
Parallel Particle Swarm Optimization (PPSO) clustering for learning analytics
inferred← citeshttps://doi.org/10.1109/bigdata.2016.7840804openalex-snapshot
Event segmentation using MapReduce based big data clustering
inferred← citeshttps://doi.org/10.1109/bigdata59044.2023.10386645openalex-snapshot
KF K-means: A High Performance K-means Implementation using Kernel Fusion
inferred← citeshttps://doi.org/10.1109/confluence.2019.8776951openalex-snapshot
Survey On Applications Of Internet Of Things Using Machine Learning
inferred← citeshttps://doi.org/10.1109/cse.2013.28openalex-snapshot
On Efficiently Capturing Scientific Properties in Distributed Big Data without Moving the Data: A Case Study in Distributed Structural Biology Using MapReduce
inferred← citeshttps://doi.org/10.1109/eit.2012.6220748openalex-snapshot
Performance analysis of EM-MPM and K-means clustering in 3D ultrasound image segmentation
inferred← citeshttps://doi.org/10.1109/icalt.2015.136openalex-snapshot
Performance Analysis of Parallel Particle Swarm Optimization Based Clustering of Students
inferred← citeshttps://doi.org/10.1109/iccnc.2012.6167434openalex-snapshot
Resource allocation and scheduling in cloud computing
inferred← citeshttps://doi.org/10.1109/iccse.2014.6926466openalex-snapshot
A K-means clustering with optimized initial center based on Hadoop platform
inferred← citeshttps://doi.org/10.1109/icctide.2016.7725376openalex-snapshot
Algorithm for clustering analysis of gene expression data using MapReduce framework
inferred← citeshttps://doi.org/10.1109/icdmw.2016.0014openalex-snapshot
Scalable Online-Offline Stream Clustering in Apache Spark
inferred← citeshttps://doi.org/10.1109/icmla.2016.0089openalex-snapshot
A Parallel K-Medoids Algorithm for Clustering based on MapReduce
inferred← citeshttps://doi.org/10.1109/icoac.2015.7562784openalex-snapshot
A framework for scheduling and managing big data applications in a distributed infrastructure
inferred← citeshttps://doi.org/10.1109/icraect.2017.64openalex-snapshot
Improved Parallel Clustering with Optimal Initial Centroids
inferred← citeshttps://doi.org/10.1109/ijcnn.2019.8852244openalex-snapshot
Vertical and Horizontal Partitioning in Data Stream Regression Ensembles
inferred← citeshttps://doi.org/10.1109/nabic.2012.6402247openalex-snapshot
Parallel particle swarm optimization clustering algorithm based on MapReduce methodology
inferred← citeshttps://doi.org/10.1109/sis.2014.7011794openalex-snapshot
Parallel glowworm swarm optimization clustering algorithm based on MapReduce
inferred← citeshttps://doi.org/10.1109/smc.2013.480openalex-snapshot
MapReduce Based Method for Big Data Semantic Clustering
inferred← citeshttps://doi.org/10.1109/tkde.2020.3034611openalex-snapshot
Distributed Density Peaks Clustering Revisited
inferred← citeshttps://doi.org/10.1109/uic-atc-scalcom-cbdcom-iop.2015.175openalex-snapshot
An Empirical Comparison of Three Ensemble Methods for Medical Data Mining with Apache Spark
inferred← citeshttps://doi.org/10.1109/waina.2014.12openalex-snapshot
An Intelligent Touring System Based on Mobile Social Network and Cloud Computing for Travel Recommendation
inferred← citeshttps://doi.org/10.1155/2014/646497openalex-snapshot
Meteorological Data Analysis Using MapReduce
inferred← citeshttps://doi.org/10.1186/s40537-015-0020-5openalex-snapshot
Summarizing large text collection using topic modeling and clustering based on MapReduce framework
inferred← citeshttps://doi.org/10.1371/journal.pcbi.1006378openalex-snapshot
clusterExperiment and RSEC: A Bioconductor package and framework for clustering of single-cell and other large gene expression datasets
inferred← citeshttps://doi.org/10.21172/1.81.054openalex-snapshot
Using bagging and mapreduce in k-means clustering for detection of cancer
inferred← citeshttps://doi.org/10.26634/jcc.3.1.8073openalex-snapshot
CLUSTERING OF SUMMARIZING MULTI-DOCUMENTS (LARGE DATA) BY USING MAPREDUCE FRAMEWORK
inferred← citeshttps://doi.org/10.3233/fi-2013-883openalex-snapshot
An Improved Cop-Kmeans Clustering for Solving Constraint Violation Based on MapReduce Framework
inferred← citeshttps://doi.org/10.4018/978-1-5225-2805-0.ch001openalex-snapshot
Uncertainty-Based Clustering Algorithms for Large Data Sets
inferred← citeshttps://doi.org/10.4018/ijdst.2020070103openalex-snapshot
Models for Internal Clustering Validation Indexes Based on Hadoop-MapReduce
inferred← citeshttps://doi.org/10.4108/eai.29-5-2018.154807openalex-snapshot
Extracting Actionable Knowledge from Domestic Violence Discourses on Social Media
inferred← citeshttps://doi.org/10.4236/jcc.2024.123009openalex-snapshot
Comprehensive K-Means Clustering
inferred← citeshttps://doi.org/10.48550/arxiv.1501.07681openalex-snapshot
Vector Quantization by Minimizing Kullback-Leibler Divergence
inferred← citeshttps://doi.org/10.48550/arxiv.1712.04129openalex-snapshot
Outlier Detection by Consistent Data Selection Method
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.