On the public citation graph

K -means clustering via principal component analysis

0 signed · 1271 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 See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.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/10.1002/0470013192.bsa501openalex-snapshot

Principal Component Analysis

inferredcites →https://doi.org/10.1007/978-1-4419-1428-6_5195openalex-snapshot

Pattern Classification

inferredcites →https://doi.org/10.1007/978-1-4615-3626-0openalex-snapshot

Vector Quantization and Signal Compression

inferredcites →https://doi.org/10.1007/bf02288367openalex-snapshot

The Approximation of One Matrix by Another of Lower Rank

inferredcites →https://doi.org/10.1023/a:1022687019898openalex-snapshot

Editorial: On Machine Learning

inferredcites →https://doi.org/10.1038/35000501openalex-snapshot

Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling

inferredcites →https://doi.org/10.1073/pnas.35.11.652openalex-snapshot

On a Theorem of Weyl Concerning Eigenvalues of Linear Transformations I

inferredcites →https://doi.org/10.1109/icpr.1998.711292openalex-snapshot

Initializing normal mixtures of densities

inferredcites →https://doi.org/10.1109/icpr.2002.1047453openalex-snapshot

A large scale clustering scheme for kernel K-Means

inferredcites →https://doi.org/10.1109/tit.1982.1056489openalex-snapshot

Least squares quantization in PCM

inferredcites →https://doi.org/10.1145/1015330.1015407openalex-snapshot

Linearized cluster assignment via spectral ordering

inferredcites →https://doi.org/10.1162/089976698300017467openalex-snapshot

Nonlinear Component Analysis as a Kernel Eigenvalue Problem

inferredcites →https://doi.org/10.2307/1268876openalex-snapshot

Algorithms for Clustering Data

inferredcites →https://doi.org/10.2307/2346830openalex-snapshot

Algorithm AS 136: A K-Means Clustering Algorithm

inferredcites →https://doi.org/10.2307/2529785openalex-snapshot

An Algorithm for Euclidean Sum of Squares Classification

What points at this work

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

inferred← citeshttps://doi.org/10.2139/ssrn.2260410openalex-extracted

An Information-Theoretic Approach to Dimension Reduction of Financial Data

inferred← citeshttps://doi.org/10.2139/ssrn.2609945openalex-extracted

inferred← citeshttps://doi.org/10.2139/ssrn.2853081openalex-extracted

Structural Change in Wage Differentiation Patterns for Turkey in Terms of Working in the Same Industry

inferred← citeshttps://doi.org/10.2139/ssrn.3087970openalex-extracted

Intangible-Intensive Strategies of Russian Companies

inferred← citeshttps://doi.org/10.2139/ssrn.3154431openalex-extracted

How Polarized are Citizens? Measuring Ideology from the Ground-Up

inferred← citeshttps://doi.org/10.2139/ssrn.4601096openalex-extracted

Tensor Mutual Information: A Novel Measure for High-Dimensional Data Similarity in Unsupervised Image Clustering

inferred← citeshttps://doi.org/10.1002/2015je004882openalex-snapshot

Identifying an index of subsurface volatiles on Mars through an analysis of impact crater morphometry using principal component analysis

inferred← citeshttps://doi.org/10.1002/2016gc006663openalex-snapshot

Classification of geochemical data based on multivariate statistical analyses: Complementary roles of cluster, principal component, and independent component analyses

inferred← citeshttps://doi.org/10.1002/9781119825883.ch9openalex-snapshot

Signal Analysis via Adaptive Decomposition

inferred← citeshttps://doi.org/10.1002/advs.76509openalex-snapshot

Risk of Inflammatory Bowel Disease Following Hospital‐Treated Infections and Modulatory Role of Host Genetics to Support a Multi‐Hit Pathogenesis Model

inferred← citeshttps://doi.org/10.1002/asi.20148openalex-snapshot

A probabilistic model for Latent Semantic Indexing

inferred← citeshttps://doi.org/10.1002/cpe.1365openalex-snapshot

Using Web 2.0 for scientific applications and scientific communities

inferred← citeshttps://doi.org/10.1002/essoar.10504644.2openalex-snapshot

Machine Learning Assisted Exploration and Production of Subsurface Energy and Carbon Geo-Sequestration: A Review

inferred← citeshttps://doi.org/10.1002/gepi.20403openalex-snapshot

Genotype‐based matching to correct for population stratification in large‐scale case‐control genetic association studies

inferred← citeshttps://doi.org/10.1002/hbm.22175openalex-snapshot

Reduced specificity of functional connectivity in the aging brain during task performance

inferred← citeshttps://doi.org/10.1002/joc.3808openalex-snapshot

Effects of local, synoptic and large‐scale climate conditions on daily nitrogen dioxide concentrations in Auckland, New Zealand

inferred← citeshttps://doi.org/10.1002/joc.4855openalex-snapshot

Synoptic climatology of the early 21st century drought in the Colorado River Basin and relationships to reservoir water levels

inferred← citeshttps://doi.org/10.1002/sam.10095openalex-snapshot

On the limits of clustering in high dimensions via cost functions

inferred← citeshttps://doi.org/10.1002/scj.20757openalex-snapshot

Semisupervised learning using feature selection based on maximum density subgraphs

inferred← citeshttps://doi.org/10.1002/scj.v38:9openalex-snapshot

inferred← citeshttps://doi.org/10.1002/sd.1738openalex-snapshot

Sustainable development indicators: Conceptual frameworks of comparative indicators sets for local administrations in Japan

inferred← citeshttps://doi.org/10.1002/sim.9924openalex-snapshot

Unsupervised learning for medical data: A review of probabilistic factorization methods

inferred← citeshttps://doi.org/10.1002/we.1893openalex-snapshot

Characterization of the wind speed variability and future change in the Iberian Peninsula and the Balearic Islands

inferred← citeshttps://doi.org/10.1002/wea.3295openalex-snapshot

An opinion based cross‐regional meteorological event detection model

inferred← citeshttps://doi.org/10.1007/11669487_4openalex-snapshot

Restoring Ink Bleed-Through Degraded Document Images Using a Recursive Unsupervised Classification Technique

inferred← citeshttps://doi.org/10.1007/11731139_98openalex-snapshot

An Intelligent System Based on Kernel Methods for Crop Yield Prediction

inferred← citeshttps://doi.org/10.1007/11760146_30openalex-snapshot

Tracing the Event Evolution of Terror Attacks from On-Line News

inferred← citeshttps://doi.org/10.1007/11766254_38openalex-snapshot

Optimal Associative Neighbor Mining Using Attributes for Ubiquitous Recommendation Systems

inferred← citeshttps://doi.org/10.1007/11816492_106openalex-snapshot

Associative Neighborhood According to Representative Attribute for Performing Collaborative Filtering

inferred← citeshttps://doi.org/10.1007/11871637_23openalex-snapshot

Why Does Subsequence Time-Series Clustering Produce Sine Waves?

inferred← citeshttps://doi.org/10.1007/11888598_54openalex-snapshot

Combining Two Data Mining Methods for System Identification

inferred← citeshttps://doi.org/10.1007/978-0-387-39940-9_612openalex-snapshot

Dimension Reduction Techniques for Clustering

inferred← citeshttps://doi.org/10.1007/978-1-0716-0947-7_15openalex-snapshot

Identifying the Significant Change of Gene Expression in Genomic Series Data for Epistasis Peaks

inferred← citeshttps://doi.org/10.1007/978-1-4419-1719-5_8openalex-snapshot

A Dynamic Bridge for Data Sharing on e-Science Grid Implementing Web 2.0 Service

inferred← citeshttps://doi.org/10.1007/978-1-4419-5768-9_8openalex-snapshot

IC-Package-System Integration Design

inferred← citeshttps://doi.org/10.1007/978-1-4614-4457-2_5openalex-snapshot

Improving Classifications Through Graph Embeddings

inferred← citeshttps://doi.org/10.1007/978-1-4614-5323-9_8openalex-snapshot

Unsupervised Learning

inferred← citeshttps://doi.org/10.1007/978-1-4614-8265-9_612openalex-snapshot

Dimension Reduction Techniques for Clustering

inferred← citeshttps://doi.org/10.1007/978-1-4899-7993-3_612-2openalex-snapshot

Dimension Reduction Techniques for Clustering

inferred← citeshttps://doi.org/10.1007/978-1-60327-194-3_14openalex-snapshot

Computational Approaches to Metabolomics

inferred← citeshttps://doi.org/10.1007/978-1-60761-580-4_12openalex-snapshot

An Overview of Clustering Applied to Molecular Biology

inferred← citeshttps://doi.org/10.1007/978-3-030-04164-9_77openalex-snapshot

Machine Learning Comparative Analysis for Plant Classification

inferred← citeshttps://doi.org/10.1007/978-3-030-04200-4_64openalex-snapshot

Consumers’ Purchase Intention of Pork Traceability: The Moderator Role of Trust

inferred← citeshttps://doi.org/10.1007/978-3-030-05861-6_112openalex-snapshot

Freeze-Lining Formation in Submerged Arc Furnaces Producing Ferrochrome Alloy in South Africa

inferred← citeshttps://doi.org/10.1007/978-3-030-33607-3_13openalex-snapshot

A Hybrid Model for Fraud Detection on Purchase Orders

inferred← citeshttps://doi.org/10.1007/978-3-030-41536-5_4openalex-snapshot

Monte Carlo-Based Yield Estimation: New Methodology

inferred← citeshttps://doi.org/10.1007/978-3-030-54338-9_7openalex-snapshot

Cluster Analysis

inferred← citeshttps://doi.org/10.1007/978-3-030-58586-0_45openalex-snapshot

Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification

inferred← citeshttps://doi.org/10.1007/978-3-030-59851-8_5openalex-snapshot

Complete Deep Computer-Vision Methodology for Investigating Hydrodynamic Instabilities

inferred← citeshttps://doi.org/10.1007/978-3-030-60636-7_33openalex-snapshot

Canonical Correlation Cross-Domain Alignment for Unsupervised Domain Adaptation

inferred← citeshttps://doi.org/10.1007/978-3-030-64715-5_2openalex-snapshot

Development of an Equation for the Volume of Flow Passing Through an Archimedes Screw Turbine

inferred← citeshttps://doi.org/10.1007/978-3-030-78566-6_18openalex-snapshot

Consumption Patterns and Public Attitudes Toward Organic Foods: The Role of Climate Change Awareness

inferred← citeshttps://doi.org/10.1007/978-3-030-88004-0_16openalex-snapshot

Deep Mixture of Adversarial Autoencoders Clustering Network

inferred← citeshttps://doi.org/10.1007/978-3-030-92121-7_3openalex-snapshot

Graph Diffusion & PCA Framework for Semi-supervised Learning

inferred← citeshttps://doi.org/10.1007/978-3-031-10986-7_50openalex-snapshot

A New K-Multiple-Means Clustering Method

inferred← citeshttps://doi.org/10.1007/978-3-031-11349-9_2openalex-snapshot

Detecting Document Forgery Using Hyperspectral Imaging and Machine Learning

inferred← citeshttps://doi.org/10.1007/978-3-031-15602-1_36openalex-snapshot

Investigation of Predictive Maintenance Algorithms for Rotating Shafts Under Various Bending Loads

inferred← citeshttps://doi.org/10.1007/978-3-031-39611-3_17openalex-snapshot

Impact of Covid-19 on Greenhouse Gas Emission in OECD Countries: K-Mean Method

inferred← citeshttps://doi.org/10.1007/978-3-031-40787-1_7openalex-snapshot

Coreset-Based Data Reduction for Machine Learning at the Edge

inferred← citeshttps://doi.org/10.1007/978-3-031-43412-9_43openalex-snapshot

Socially Fair Center-Based and Linear Subspace Clustering

inferred← citeshttps://doi.org/10.1007/978-3-031-44668-9_21openalex-snapshot

The Application of Data Analytics for Understanding Patterns of Mergers and Acquisitions and CEO Characteristics in and between Crisis Times

inferred← citeshttps://doi.org/10.1007/978-3-031-60982-4_2openalex-snapshot

Matrix Factorization

inferred← citeshttps://doi.org/10.1007/978-3-031-65273-8_10openalex-snapshot

Applications and Economic Profiles of the Turnkey Contract Business Model

inferred← citeshttps://doi.org/10.1007/978-3-031-95455-9_11openalex-snapshot

3D Mechanical Object Clustering for Shape Matching Using Multi-view Multi-slice CNN Architecture

inferred← citeshttps://doi.org/10.1007/978-3-032-06725-8_18openalex-snapshot

AI-Driven Customer Segmentation for Enhanced Loyalty Programs

inferred← citeshttps://doi.org/10.1007/978-3-032-13203-1_13openalex-snapshot

Grass Quality Analysis with Unsupervised Gabor-K-Means++ and Advanced Gabor Denoising Techniques

inferred← citeshttps://doi.org/10.1007/978-3-032-24839-8_7openalex-snapshot

The Pursuit of Diversity: Multi-objective Testing of Deep Reinforcement Learning Agents

inferred← citeshttps://doi.org/10.1007/978-3-032-31930-2_32openalex-snapshot

Optimizing Dimensionality Reduction Hyperparameters for Improved Clustering Performance

inferred← citeshttps://doi.org/10.1007/978-3-319-01857-7_26openalex-snapshot

Key Learning Features as Means for Terrain Classification

inferred← citeshttps://doi.org/10.1007/978-3-319-03731-8_70openalex-snapshot

Online Web-Video Topic Detection and Tracking with Semi-supervised Learning

inferred← citeshttps://doi.org/10.1007/978-3-319-03753-0_46openalex-snapshot

Inter-species Cuckoo Search via Different Levy Flights

inferred← citeshttps://doi.org/10.1007/978-3-319-07455-9_30openalex-snapshot

A Novel Feature Extraction Algorithm in Shearlets Domain

inferred← citeshttps://doi.org/10.1007/978-3-319-07812-0_4openalex-snapshot

PROFIT: A Projected Clustering Technique

inferred← citeshttps://doi.org/10.1007/978-3-319-11017-2_7openalex-snapshot

Black Hole Algorithm and Its Applications

inferred← citeshttps://doi.org/10.1007/978-3-319-14063-6_36openalex-snapshot

Extreme Learning Machine for Clustering

inferred← citeshttps://doi.org/10.1007/978-3-319-15705-4_49openalex-snapshot

Experience-Oriented Enhancement of Smartness For Internet of Things

inferred← citeshttps://doi.org/10.1007/978-3-319-19644-2_32openalex-snapshot

Neuro-Fuzzy Analysis of Atmospheric Pollution

inferred← citeshttps://doi.org/10.1007/978-3-319-19719-7_11openalex-snapshot

A Comparison of Clustering Techniques for Meteorological Analysis

inferred← citeshttps://doi.org/10.1007/978-3-319-23497-7_13openalex-snapshot

Basic Exploratory Proteins Analysis with Statistical Methods Applied on Structural Features

inferred← citeshttps://doi.org/10.1007/978-3-319-24075-6_60openalex-snapshot

Fast Graph Similarity Search via Locality Sensitive Hashing

inferred← citeshttps://doi.org/10.1007/978-3-319-24462-4_3openalex-snapshot

Statistical Analysis of Protein Structural Features: Relationships and PCA Grouping

inferred← citeshttps://doi.org/10.1007/978-3-319-25040-3_72openalex-snapshot

Clustering Random Walk Time Series

inferred← citeshttps://doi.org/10.1007/978-3-319-26450-9_3openalex-snapshot

Classification-Driven Video Analytics for Critical Infrastructure Protection

inferred← citeshttps://doi.org/10.1007/978-3-319-28373-9_23openalex-snapshot

KELMC: An Improved K-Means Clustering Method Using Extreme Learning Machine

inferred← citeshttps://doi.org/10.1007/978-3-319-28709-6_7openalex-snapshot

Cluster Analysis

inferred← citeshttps://doi.org/10.1007/978-3-319-42620-4_73openalex-snapshot

Text Mining Analytics as a Method of Benchmarking Interdisciplinary Research Collaboration

inferred← citeshttps://doi.org/10.1007/978-3-319-44550-2_2openalex-snapshot

Big Data Analytics

inferred← citeshttps://doi.org/10.1007/978-3-319-47364-2_7openalex-snapshot

Time Analysis of Air Pollution in a Spanish Region Through k-means

inferred← citeshttps://doi.org/10.1007/978-3-319-59569-6_11openalex-snapshot

Event Detection for Heterogeneous News Streams

inferred← citeshttps://doi.org/10.1007/978-3-319-89620-5_1openalex-snapshot

Introduction

inferred← citeshttps://doi.org/10.1007/978-3-319-92279-9_44openalex-snapshot

Development of Concussion Evaluation Tools Using Life-Like Virtual Reality Environments

inferred← citeshttps://doi.org/10.1007/978-3-319-94120-2_37openalex-snapshot

Studying Road Transportation Demand in the Spanish Industrial Sector Through k-Means Clustering

inferred← citeshttps://doi.org/10.1007/978-3-319-97484-2_10openalex-snapshot

Sampling Design Optimization of Ground Radiometric Stations

inferred← citeshttps://doi.org/10.1007/978-3-319-97864-2_3openalex-snapshot

Clustering Blockchain Data

inferred← citeshttps://doi.org/10.1007/978-3-319-97864-2_7openalex-snapshot

Effective Tensor-Based Data Clustering Through Sub-Tensor Impact Graphs

inferred← citeshttps://doi.org/10.1007/978-3-540-36668-3_49openalex-snapshot

Sparse Kernel PCA by Kernel K-Means and Preimage Reconstruction Algorithms

inferred← citeshttps://doi.org/10.1007/978-3-540-69423-6_38openalex-snapshot

Hierarchical Indexing Structure for 3D Human Motions

inferred← citeshttps://doi.org/10.1007/978-3-540-69902-6_2openalex-snapshot

Translational Symmetry in Subsequence Time-Series Clustering

inferred← citeshttps://doi.org/10.1007/978-3-540-72606-7_76openalex-snapshot

Fundamental Effects of Clustering on the Euclidean Embedding of Internet Hosts

inferred← citeshttps://doi.org/10.1007/978-3-540-75651-4_12openalex-snapshot

Privacy-Preserving Eigentaste-Based Collaborative Filtering

inferred← citeshttps://doi.org/10.1007/978-3-540-87481-2_18openalex-snapshot

Large-Scale Clustering through Functional Embedding

inferred← citeshttps://doi.org/10.1007/978-3-642-04820-3_26openalex-snapshot

PCA-Guided k-Means with Variable Weighting and Its Application to Document Clustering

inferred← citeshttps://doi.org/10.1007/978-3-642-10546-3_2openalex-snapshot

Hand Gesture Spotting Based on 3D Dynamic Features Using Hidden Markov Models

inferred← citeshttps://doi.org/10.1007/978-3-642-13672-6_36openalex-snapshot

Normalized Kernels as Similarity Indices

inferred← citeshttps://doi.org/10.1007/978-3-642-13923-9_10openalex-snapshot

Radii Solaris Extraction through Primitive Modelling

inferred← citeshttps://doi.org/10.1007/978-3-642-14980-1_6openalex-snapshot

A Structured Learning Approach to Attributed Graph Embedding

inferred← citeshttps://doi.org/10.1007/978-3-642-16552-8_2openalex-snapshot

Analyzing Hidden Semantics in Social Bookmarking of Open Educational Resources

inferred← citeshttps://doi.org/10.1007/978-3-642-19322-4_8openalex-snapshot

A Review of Customer Management Tools: The Energy Industry

inferred← citeshttps://doi.org/10.1007/978-3-642-19406-1_2openalex-snapshot

Rayleigh Quotient-Type Problems in Machine Learning

inferred← citeshttps://doi.org/10.1007/978-3-642-19592-1_10openalex-snapshot

Critical Phenomena on Large Graphs with Regular Subgraphs

inferred← citeshttps://doi.org/10.1007/978-3-642-19592-1_9openalex-snapshot

When Feedbacks Matter: Epidemics, Synchronization, and Self-regulation in Complex Networks

inferred← citeshttps://doi.org/10.1007/978-3-642-22327-3_19openalex-snapshot

Repurposing Social Tagging Data for Extraction of Domain-Level Concepts

inferred← citeshttps://doi.org/10.1007/978-3-642-23241-1_6openalex-snapshot

Nonnegative Matrix Factorization: Models, Algorithms and Applications

inferred← citeshttps://doi.org/10.1007/978-3-642-23777-5_63openalex-snapshot

Moving Object Detection through Efficient Detection and Clustering of Reliable Singular Points

inferred← citeshttps://doi.org/10.1007/978-3-642-23783-6_27openalex-snapshot

A Novel Stability Based Feature Selection Framework for k-means Clustering

inferred← citeshttps://doi.org/10.1007/978-3-642-28601-8_33openalex-snapshot

Using Wikipedia Anchor Text and Weighted Clustering Coefficient to Enhance the Traditional Multi-document Summarization

inferred← citeshttps://doi.org/10.1007/978-3-642-31020-1_11openalex-snapshot

Research on Domain-Specific Features Clustering Based Spectral Clustering

inferred← citeshttps://doi.org/10.1007/978-3-642-31715-6_56openalex-snapshot

A New Approach to Principal Component Analysis for Intuitionistic Fuzzy Data Sets

inferred← citeshttps://doi.org/10.1007/978-3-642-33460-3_22openalex-snapshot

PCA, Eigenvector Localization and Clustering for Side-Channel Attacks on Cryptographic Hardware Devices

inferred← citeshttps://doi.org/10.1007/978-3-642-34595-1_10openalex-snapshot

A New Method Used in Moving Vehicle Information Acquisition from Aerial Surveillance with a UAV

inferred← citeshttps://doi.org/10.1007/978-3-642-35286-7_64openalex-snapshot

Improved KL (K-means-Laplacian) Clustering with Sparse Graphs

inferred← citeshttps://doi.org/10.1007/978-3-642-39094-4_23openalex-snapshot

Evaluation of Features for Leaf Discrimination

inferred← citeshttps://doi.org/10.1007/978-3-642-40020-9_84openalex-snapshot

A Kernel View on Manifold Sub-sampling Based on Karcher Variance Optimization

inferred← citeshttps://doi.org/10.1007/978-3-642-40925-7_34openalex-snapshot

Weighted Approach to Projective Clustering

inferred← citeshttps://doi.org/10.1007/978-3-642-54851-2_3openalex-snapshot

Independent Component Analysis and Its Application to Classification of High-resolution Remote Sensing Images

inferred← citeshttps://doi.org/10.1007/978-3-662-44845-8_26openalex-snapshot

Kernel Alignment Inspired Linear Discriminant Analysis

inferred← citeshttps://doi.org/10.1007/978-981-10-2772-7_11openalex-snapshot

A Hybrid K-Means Algorithm Combining Preprocessing-Wise and Centroid Based-Criteria for High Dimension Datasets

inferred← citeshttps://doi.org/10.1007/978-981-10-6704-4_4openalex-snapshot

Robust PCAs and PCA Using Generalized Mean

inferred← citeshttps://doi.org/10.1007/978-981-10-6875-1_17openalex-snapshot

Patent Document Clustering Using Dimensionality Reduction

inferred← citeshttps://doi.org/10.1007/978-981-13-1280-9_44openalex-snapshot

Clustering High-Dimensional Data: A Reduction-Level Fusion of PCA and Random Projection

inferred← citeshttps://doi.org/10.1007/978-981-13-1328-8_48openalex-snapshot

A Novel on Altered K-Means Algorithm for Clustering Cost Decrease of Non-labeling Big-Data

inferred← citeshttps://doi.org/10.1007/978-981-15-3325-9_38openalex-snapshot

Comparative Study on Punjabi Document Clustering

inferred← citeshttps://doi.org/10.1007/978-981-15-7670-6_23openalex-snapshot

Deep K-Means: A Simple and Effective Method for Data Clustering

inferred← citeshttps://doi.org/10.1007/978-981-16-5652-1_53openalex-snapshot

Survey of Popular Linear Dimensionality Reduction Techniques

inferred← citeshttps://doi.org/10.1007/978-981-32-9990-0_1openalex-snapshot

Introduction to Evolutionary Machine Learning Techniques

inferred← citeshttps://doi.org/10.1007/978-981-33-4256-9_27openalex-snapshot

Using Customer Segmentation to Build a Hybrid Recommendation Model

inferred← citeshttps://doi.org/10.1007/978-981-96-6515-0_23openalex-snapshot

Utilizing Machine Learning Methods for Customer Segmentation Analysis

inferred← citeshttps://doi.org/10.1007/978-981-96-8793-0_20openalex-snapshot

Dimensionality Reduction and Summarization Techniques in Big Data Visualization

inferred← citeshttps://doi.org/10.1007/978-981-97-4985-0_18openalex-snapshot

Superior Parallel Big Data Clustering Through Competitive Stochastic Sample Size Optimization in Big-Means

inferred← citeshttps://doi.org/10.1007/978-981-99-6974-6_2openalex-snapshot

GNSS Jamming Clustering Using Unsupervised Learning and Radio Frequency Signals

inferred← citeshttps://doi.org/10.1007/s00170-014-6604-yopenalex-snapshot

Temperature distribution and thermal error prediction of a CNC feed system under varying operating conditions

inferred← citeshttps://doi.org/10.1007/s00170-016-8987-4openalex-snapshot

Kernel principal component analysis with reduced complexity for nonlinear dynamic process monitoring

inferred← citeshttps://doi.org/10.1007/s00170-021-06884-zopenalex-snapshot

Flame stability analysis of flame spray pyrolysis by artificial intelligence

inferred← citeshttps://doi.org/10.1007/s00330-023-10273-3openalex-snapshot

CT of appendicoliths in adult appendicitis: clinical significance and characteristics of overlooked cases

inferred← citeshttps://doi.org/10.1007/s00348-023-03725-5openalex-snapshot

Cycle-to-cycle variations in cross-flow turbine performance and flow fields

inferred← citeshttps://doi.org/10.1007/s00357-016-9208-4openalex-snapshot

A Survey on Feature Weighting Based K-Means Algorithms

inferred← citeshttps://doi.org/10.1007/s00406-024-01789-wopenalex-snapshot

Predictors of adherence to exercise interventions in people with schizophrenia

inferred← citeshttps://doi.org/10.1007/s00500-014-1255-3openalex-snapshot

A fast particle swarm optimization for clustering

inferred← citeshttps://doi.org/10.1007/s00521-013-1486-8openalex-snapshot

Adaptive subspace learning: an iterative approach for document clustering

inferred← citeshttps://doi.org/10.1007/s00521-021-06014-6openalex-snapshot

Text mining using nonnegative matrix factorization and latent semantic analysis

inferred← citeshttps://doi.org/10.1007/s00521-022-07480-2openalex-snapshot

ENCVIDC: an innovative approach for encoded video content classification

inferred← citeshttps://doi.org/10.1007/s00530-014-0402-0openalex-snapshot

Online web video topic detection and tracking with semi-supervised learning

inferred← citeshttps://doi.org/10.1007/s00703-011-0150-zopenalex-snapshot

Objective identification of synoptic meteorological patterns favouring African dust intrusions into the marine boundary layer of the subtropical eastern north Atlantic region

inferred← citeshttps://doi.org/10.1007/s10013-026-00795-wopenalex-snapshot

Tropical Geometry of Phylogenetic Tree Space: A statistical Perspective

inferred← citeshttps://doi.org/10.1007/s10044-017-0673-0openalex-snapshot

DK-means: a deterministic K-means clustering algorithm for gene expression analysis

inferred← citeshttps://doi.org/10.1007/s10044-020-00897-2openalex-snapshot

High-dimensional cluster boundary detection using directed Markov tree

inferred← citeshttps://doi.org/10.1007/s10044-021-00977-xopenalex-snapshot

A hybrid reciprocal model of PCA and K-means with an innovative approach of considering sub-datasets for the improvement of K-means initialization and step-by-step labeling to create clusters with high interpretability

inferred← citeshttps://doi.org/10.1007/s10115-018-1254-2openalex-snapshot

Scalability and sparsity issues in recommender datasets: a survey

inferred← citeshttps://doi.org/10.1007/s10115-020-01530-8openalex-snapshot

Improving spectral clustering with deep embedding, cluster estimation and metric learning

inferred← citeshttps://doi.org/10.1007/s10115-023-01952-0openalex-snapshot

A review and evaluation of elastic distance functions for time series clustering

inferred← citeshttps://doi.org/10.1007/s10260-015-0345-4openalex-snapshot

A method for K-Means seeds generation applied to text mining

inferred← citeshttps://doi.org/10.1007/s10462-009-9133-6openalex-snapshot

Reusable components for partitioning clustering algorithms

inferred← citeshttps://doi.org/10.1007/s10479-026-07100-5openalex-snapshot

SFO-QAP: a novel hybrid sailfish optimizer with 2-opt for efficient quadratic assignment problem optimization

inferred← citeshttps://doi.org/10.1007/s10489-022-03884-8openalex-snapshot

Robust semi-supervised data representation and imputation by correntropy based constraint nonnegative matrix factorization

inferred← citeshttps://doi.org/10.1007/s10489-026-07271-5openalex-snapshot

Data-driven and explainable forecasting of global video game sales: a hybrid machine learning approach

inferred← citeshttps://doi.org/10.1007/s10586-018-2023-4openalex-snapshot

Clustering of biomedical documents using ontology-based TF-IGM enriched semantic smoothing model for telemedicine applications

inferred← citeshttps://doi.org/10.1007/s10592-014-0567-2openalex-snapshot

Lowland panmixia versus highland disjunction: genetic and bioacoustic differentiation in two species of East African White-eye birds

inferred← citeshttps://doi.org/10.1007/s10618-012-0264-zopenalex-snapshot

Clustering daily patterns of human activities in the city

inferred← citeshttps://doi.org/10.1007/s10618-013-0320-3openalex-snapshot

Feature selection for k-means clustering stability: theoretical analysis and an algorithm

inferred← citeshttps://doi.org/10.1007/s10618-020-00678-9openalex-snapshot

An efficient K-means clustering algorithm for tall data

inferred← citeshttps://doi.org/10.1007/s10661-025-14897-4openalex-snapshot

Tropical dry forest land use/land cover change detection using semi-supervised deep learning algorithms and remote sensing

inferred← citeshttps://doi.org/10.1007/s10664-023-10421-9openalex-snapshot

Using knowledge units of programming languages to recommend reviewers for pull requests: an empirical study

inferred← citeshttps://doi.org/10.1007/s10668-023-03807-8openalex-snapshot

Developing a novel social–water capital index by gene expression programming

inferred← citeshttps://doi.org/10.1007/s10693-024-00442-wopenalex-snapshot

The Role of Banks’ Business Models in their FinTech Acquisitions

inferred← citeshttps://doi.org/10.1007/s10708-025-11458-7openalex-snapshot

Narrowing the healthcare divide: a multivariate analysis of regional disparities in health infrastructure across the Himalayan states of India

inferred← citeshttps://doi.org/10.1007/s10921-012-0132-1openalex-snapshot

Optimization of Acoustic Emission Data Clustering by a Genetic Algorithm Method

inferred← citeshttps://doi.org/10.1007/s10921-025-01247-0openalex-snapshot

Review of Current Trends and Uses of Machine Learning for Discrete Acoustic Emission Interpretation

inferred← citeshttps://doi.org/10.1007/s11004-012-9387-4openalex-snapshot

Dimensional Reduction of Pattern-Based Simulation Using Wavelet Analysis

inferred← citeshttps://doi.org/10.1007/s11004-018-9751-0openalex-snapshot

Fuzzy Clustering with Spatial Correction and Its Application to Geometallurgical Domaining

inferred← citeshttps://doi.org/10.1007/s11033-024-09610-6openalex-snapshot

Integrated morphometric and molecular approaches to screen hybrid from wild Labeo rohita and Labeo catla parent populations

inferred← citeshttps://doi.org/10.1007/s11042-011-0885-zopenalex-snapshot

Categorization for grouping associative items using data mining in item-based collaborative filtering

inferred← citeshttps://doi.org/10.1007/s11042-016-3481-4openalex-snapshot

A collaborative recommender system enhanced with particle swarm optimization technique

inferred← citeshttps://doi.org/10.1007/s11042-016-3617-6openalex-snapshot

A computer vision-based perception system for visually impaired

inferred← citeshttps://doi.org/10.1007/s11063-020-10194-yopenalex-snapshot

An Image Clustering Auto-Encoder Based on Predefined Evenly-Distributed Class Centroids and MMD Distance

inferred← citeshttps://doi.org/10.1007/s11079-022-09685-3openalex-snapshot

Using Machine Learning to Capture Heterogeneity in Trade Agreements

inferred← citeshttps://doi.org/10.1007/s11095-025-03855-xopenalex-snapshot

Predicting Powder Blend Flowability from Individual Constituent Properties Using Machine Learning

inferred← citeshttps://doi.org/10.1007/s11192-014-1497-yopenalex-snapshot

Clustering research group website homepages

inferred← citeshttps://doi.org/10.1007/s11205-017-1584-6openalex-snapshot

Measuring Human, Physical and Structural Capital Efficiency Performance of Insurance Companies

inferred← citeshttps://doi.org/10.1007/s11250-020-02402-7openalex-snapshot

Application of the principal component analysis, cluster analysis, and partial least square regression on crossbreed Angus-Nellore bulls feedlot finished

inferred← citeshttps://doi.org/10.1007/s11263-013-0681-5openalex-snapshot

Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations

inferred← citeshttps://doi.org/10.1007/s11277-022-09673-3openalex-snapshot

RETRACTED ARTICLE: Machine Learning Techniques and Breast Cancer Prediction: A Review

inferred← citeshttps://doi.org/10.1007/s11280-010-0084-2openalex-snapshot

A Wikipedia Matching Approach to Contextual Advertising

inferred← citeshttps://doi.org/10.1007/s11334-020-00372-5openalex-snapshot

Product recommendation for e-commerce business by applying principal component analysis (PCA) and K-means clustering: benefit for the society

inferred← citeshttps://doi.org/10.1007/s11356-023-25235-xopenalex-snapshot

Non-parametric severity-duration-frequency analysis of drought based on satellite-based product and model fusion techniques

inferred← citeshttps://doi.org/10.1007/s11528-024-01026-0openalex-snapshot

Learning Undergraduate Data Science Through a Mobile Device and Full Body Movements

inferred← citeshttps://doi.org/10.1007/s11579-021-00297-yopenalex-snapshot

Diffusion bank networks and capital flows

inferred← citeshttps://doi.org/10.1007/s11631-017-0161-7openalex-snapshot

Application of K-means and PCA approaches to estimation of gold grade in Khooni district (central Iran)

inferred← citeshttps://doi.org/10.1007/s11704-012-2870-8openalex-snapshot

Resilient k-d trees: k-means in space revisited

inferred← citeshttps://doi.org/10.1007/s11738-018-2645-4openalex-snapshot

Screening of rice landraces (Oryza sativa L.) for seedling stage salinity tolerance using morpho-physiological and molecular markers

inferred← citeshttps://doi.org/10.1007/s11837-023-06025-9openalex-snapshot

Classification of T6 Tempered 6XXX Series Aluminum Alloys Based on Machine Learning Principles

showing the first 200 of 1256

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.