Cluster Ensembles --- A Knowledge Reuse Framework for Combining Multiple Partitions

No abstract is available for this paper.

• Publication year

  2002

• Venue

  Journal of machine learning research

• Publication date

  Unknown publication date

• Fields of study

  Computer Science

• Identifiers

  No identifiers available.

• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Elements of Information Theory

  2005cited by this paper
• Multiple Classifier Systems

  2004cited by this paper
• Clustering In A High-Dimensional Space Using Hypergraph Models

  2004cited by this paper
• Concept Decompositions for Large Sparse Text Data Using Clustering

  2004cited by this paper
• Relationship-Based Clustering and Visualization for High-Dimensional Data Mining

  2003influential reference
• Cluster Ensembles A Knowledge Reuse Framework for Combining Partitionings

  2002influential reference
• A Consensus Framework for Integrating Distributed Clusterings Under Limited Knowledge Sharing

  2002cited by this paper
• Multiclassifier Systems: Back to the Future

  2002influential reference
• A Generalized Kernel Approach to Dissimilarity-based Classification

  2002cited by this paper
• Data clustering using evidence accumulation

  2002influential reference
• Selective Sampling + Semi-supervised Learning = Robust Multi-View Learning

  2001cited by this paper
• Consensus Decision Trees: Using Consensus Hierarchical Clustering for Data Relabelling and Reduction

  2001cited by this paper
• Distributed Clustering Using Collective Principal Component Analysis

  2001cited by this paper
• A S alable Approa h to Balan ed, High-dimensional Clustering of Market-baskets

  2000influential reference
• Advances in Distributed and Parallel Knowledge Discovery

  2000cited by this paper
• Impact of Similarity Measures on Web-page Clustering

  2000cited by this paper
• Clustering hypertext with applications to web searching

  2000cited by this paper
• Multiple Classifier Systems

  2000cited by this paper
• Tutorial on Phylogenetic Tree Estimation

  1999cited by this paper
• Chameleon: Hierarchical Clustering Using Dynamic Modeling

  1999cited by this paper
• Agglomerative Information Bottleneck

  1999cited by this paper
• Effective supra-classifiers for knowledge base construction

  1999cited by this paper
• Linear and Order Statistics Combiners for Pattern Classification

  1999cited by this paper
• Collective, Hierarchical Clustering from Distributed, Heterogeneous Data

  1999cited by this paper
• Collective Data Mining: a New Perspective toward Distributed Data Mining Advances in Distributed Data Mining Book

  1999cited by this paper
• supra-classi ® ers for knowledge base construction

  1999cited by this paper
• Partitioning-based clustering for Web document categorization

  1999cited by this paper
• Combining labeled and unlabeled data with co-training

  1998cited by this paper
• A Supra-Classifier Architecture for Scalable Knowledge Reuse

  1998cited by this paper
• A Fast and High Quality Multilevel Scheme for Partitioning Irregular Graphs

  1998influential reference
• Initialization of Iterative Refinement Clustering Algorithms

  1998cited by this paper
• Refining Initial Points for K-Means Clustering

  1998cited by this paper
• Multilevel Hypergraph Partitioning: Application In Vlsi Domain

  1997cited by this paper
• A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise

  1996cited by this paper
• Iterative Optimization and Simplification of Hierarchical Clusterings

  1996cited by this paper
• Discovering Structure in Multiple Learning Tasks: The TC Algorithm

  1996cited by this paper
• The Parallel Transfer of Task Knowledge Using Dynamic Learning Rates Based on a Measure of Relatedness

  1996cited by this paper
• Recent directions in netlist partitioning: a survey

  1995cited by this paper
• Computing the local consensus of trees

  1995cited by this paper
• Is Learning The n-th Thing Any Easier Than Learning The First?

  1995cited by this paper
• Scale-based clustering using the radial basis function network

  1994cited by this paper
• Neural Network Ensembles, Cross Validation, and Active Learning

  1994cited by this paper
• Decision fusion

  1994cited by this paper
• Experiments on the transfer of knowledge between neural networks

  1994cited by this paper
• Learning Many Related Tasks at the Same Time with Backpropagation

  1994cited by this paper
• Stemming Algorithms

  1992cited by this paper
• Information Retrieval: Data Structures and Algorithms

  1992cited by this paper
• Neural Network Classifiers Estimate Bayesian a posteriori Probabilities

  1991cited by this paper
• Algorithms for Clustering Data

  1988cited by this paper
• Clustering and isolation in the consensus problem for partitions

  1986cited by this paper
• On lattice consensus methods

  1986cited by this paper
• On the use of ordered sets in problems of comparison and consensus of classifications

  1986cited by this paper
• Computational Methods for a Mathematical Theory of Evidence

  1981cited by this paper
• Clustering Using a Similarity Measure Based on Shared Near Neighbors

  1973cited by this paper
• An efficient heuristic procedure for partitioning graphs

  1970cited by this paper

• TriTopic: Tri-Modal Graph-Based Topic Modeling with Iterative Refinement and Archetypes

  2026cites this paper
• Clustering of Temporal and Visual Data: Recent Advancements

  2026cites this paper
• Tropical dry forest land use/land cover change detection using semi-supervised deep learning algorithms and remote sensing

  2026cites this paper
• Community detection in attributed networks based on deep attention autoencoder with block diagonal subspace constraint

  2026cites this paper
• Autoencoder-like structure with correntropy-induced metric for unsupervised feature selection

  2026cites this paper
• ATN Classification and Machine-Learned Plasma Biomarker Phenotypes Reveal Distinct Alzheimer’s Pathology in a Population-Based Cohort

  2026cites this paper
• Integrative multi-omics stratification and translational evaluation of Treg-targeted combination immunotherapy in breast cancer

  2026cites this paper
• Stimulating customer engagement behaviours: an experiment in shared autonomous vehicles

  2026cites this paper
• Novel Loss Functions for Improved Data Visualization in t-SNE

  2026cites this paper
• Large Language Model-Enhanced Relational Operators: Taxonomy, Benchmark, and Analysis

  2026cites this paper
• NeuralFLoC: Neural Flow-Based Joint Registration and Clustering of Functional Data

  2026cites this paper
• Adaptive multi-view information bottleneck for multi-omics data clustering

  2026cites this paper
• A new multi-expert distance for clustering climate parameters: a Caribbean precipitation case study

  2026cites this paper
• Adaptive weighting-guided dual-level contrastive learning for multi-view clustering

  2026cites this paper
• Self-Supervised Radio Frequency Fingerprint Identification via Time–Frequency Contrastive Learning and CutMix Regularization

  2026cites this paper
• Comparative Assessment of Machine Learning and Band Ratios for Robust Water Quality Assessment in Inland Waters

  2026cites this paper
• A New Block-Splitting Method for Nonnegative Low-Rank Matrix Approximation

  2026cites this paper
• Self-Labeling Sounds Using Optimal Transport

  2026cites this paper
• Low-rank approximation of Rippa method for RBF interpolation

  2026cites this paper
• CLM-X: A multimodal single-cell foundation model with flexible multi-way Transformer for unified scRNA-seq and scATAC-seq analysis

  2026cites this paper
• Consensus Learning Framework Boosting Co-clustering

  2026cites this paper
• Three-stage overlapping community detection algorithm based on label propagation

  2026cites this paper
• dpGMM: A new R package for efficient and robust Gaussian mixture modeling of 1D and 2D data

  2026cites this paper
• Labeled diffusion-constrained nonnegative matrix factorization for multiview clustering

  2026cites this paper
• An inertial proximal symmetric ADMM and its application in low-rank subspace clustering

  2026cites this paper
• Deep fine-grained clustering with model reusing.

  2026cites this paper
• Graph Integrated Transformers for Community Detection in Social Networks

  2026cites this paper
• scSCDT: Self-contrastive neural network with deep topology mining for scRNA-seq data clustering

  2026cites this paper
• Optimization for Community Detection in Multilayer Networks: A Comprehensive Review and Novel Taxonomy

  2026cites this paper
• General Adaptive Hypergraph Model for Coclustering

  2026cites this paper
• IoT-TSO: An Unsupervised Method for Classifying Malicious IoT Traffic via Tensor Self-Optimization

  2026cites this paper
• Network community detection through enhanced effective distance information: A scalable and parameter-free mechanism

  2026cites this paper
• H-NGPCA: Hierarchical clustering of data streams with adaptive number of clusters and adaptive dimensionality

  2026cites this paper
• One-Shot Federated Clustering of Non-Independent Completely Distributed Data

  2026cites this paper
• scMFE: A multi-view fusion enhanced graph contrastive learning method for scRNA-seq data clustering

  2026cites this paper
• Industry-Aligned Granular Topic Modeling

  2026cites this paper
• Sentipolis: Emotion-Aware Agents for Social Simulations

  2026cites this paper
• A Quantum Photonic Approach to Graph Coloring

  2026cites this paper
• How to Achieve the Intended Aim of Deep Clustering Now, without Deep Learning

  2026influential citation
• Topological data analysis for cluster-based dengue forecasting in Mexico.

  2026cites this paper
• Structure-aware granular ball clustering

  2026cites this paper
• Imputing missing values in single-cell RNA-sequencing data: a statistical and machine learning-based approach

  2026cites this paper
• SIGMAS: Second-Order Interaction-based Grouping for Overlapping Multi-Agent Swarms

  2026cites this paper
• Semantic and Engineering-Based Embedding for Classification List Development

  2026cites this paper
• An Open-Set Few-Shot Class Incremental Learning Framework for Specific Emitter Identification

  2026cites this paper
• Multi-Prototypes Representation Learning for Contrastive Clustering

  2026cites this paper
• Boosting representation diversity in video transformers via segmented contrastive masked autoencoders

  2026cites this paper
• Data-driven multi-criteria decision support method for energy transition path assessment using social media

  2026cites this paper
• A multi-view clustering method for handling challenging samples and class imbalance

  2026cites this paper
• Benchmarking Analysis of scHi-C Data Imputation Methods

  2026cites this paper
• PathCLAST: pathway-augmented contrastive learning with attention for interpretable spatial transcriptomics

  2026cites this paper
• Multi-view subspace clustering via low-rank consensus projection matrix

  2026cites this paper
• Impact of bus rapid transit on freight movement: A telematics approach

  2026cites this paper
• Spatiotemporal dynamics of human mobility after lifting of COVID-19 control measures in China: evidence from Nanjing City’s Spring Festival

  2026cites this paper
• One-Shot Hierarchical Federated Clustering

  2026cites this paper
• MICSA: a multi-strategy integrated chameleon swarm algorithm for community detection with a new objective function

  2025cites this paper
• Contrastive Learning via Variational Information Bottleneck

  2025cites this paper
• OmniFC: Rethinking Federated Clustering via Lossless and Secure Distance Reconstruction

  2025cites this paper
• Multi-view clustering for single-cell RNA-seq data based on graph fusion

  2025cites this paper
• Mining More Inter-Cluster Association Information to Improve Ensemble Clustering

  2025cites this paper
• Bi-Level Unsupervised Feature Selection

  2025cites this paper
• Temporal and geographic extrapolation of soil moisture using machine learning algorithms

  2025cites this paper
• Clustering Categorical Data via Multiple Hypothesis Testing

  2025cites this paper
• Decoupled GNNs based on multi-view contrastive learning for scRNA-seq data clustering

  2025cites this paper
• Flexible Dirichlet Mixture Model for Multi-modal data Clustering

  2025cites this paper
• kFuse: A novel density based agglomerative clustering

  2025cites this paper
• Text–image fusion template for large language model assisted crowdsourcing test aggregation

  2025cites this paper
• Depth-Based Local Center Clustering: A Framework for Handling Different Clustering Scenarios

  2025cites this paper
• scSiameseClu: A Siamese Clustering Framework for Interpreting single-cell RNA Sequencing Data

  2025cites this paper
• F-CAG: Fuzzy Clustering for Attributed Graphs

  2025influential citation
• Interpretable inverse iteration mean shift networks for clustering tasks

  2025cites this paper
• Robust Single-Cell RNA-Seq Analysis Using Hyperdimensional Computing: Enhanced Clustering and Classification Methods

  2025cites this paper
• Discriminative Ordering Through Ensemble Consensus

  2025influential citation
• Minimally Supervised Hierarchical Domain Intent Learning for CRS

  2025cites this paper
• A Novel Subspace-Based GMM Clustering Ensemble Algorithm for High-Dimensional Data

  2025cites this paper
• Simultaneous global and local clustering in multiplex networks with covariate information

  2025cites this paper
• Community and hyperedge inference in multiple hypergraphs

  2025cites this paper
• Robust Bayesian Integrative Modeling of Single Cell and Spatially Resolved Transcriptomics Data

  2025cites this paper
• A Systematic Evaluation of Clustering Algorithms Against Expert-Derived Clustering

  2025cites this paper
• scPEDSSC: proximity enhanced deep sparse subspace clustering method for scRNA-seq data

  2025cites this paper
• Adaptive graph clustering based on feature adversarial and graph transformer

  2025cites this paper
• Deep attribute graph clustering based on bisymmetric network information fusion and mutual influence

  2025cites this paper
• SGTB: A graph representation learning model combining transformer and BERT for optimizing gene expression analysis in spatial transcriptomics data

  2025cites this paper
• Commonness and Inconsistency Learning with Structure Constrained Adaptive Loss Minimization for Multi-View Clustering

  2025cites this paper
• scMINER: a mutual information-based framework for clustering and hidden driver inference from single-cell transcriptomics data

  2025cites this paper
• ReAcc_MF: Multimodal Fusion Model with Resource-Accuracy Co-Optimization for Screening Blasting-Induced Pulmonary Nodules in Occupational Health

  2025cites this paper
• An improved preconditioned unsupervised K-means clustering algorithm

  2025influential citation
• The significance of Kappa and F-score in clustering ensemble: a comprehensive analysis

  2025cites this paper
• Toward Autonomous Distributed Clustering

  2025cites this paper
• Unsupervised Feature Selection for High-Order Embedding Learning and Sparse Learning

  2025cites this paper
• Quantitative Susceptibility Mapping MRI With Computer Vision Metrics to Reduce Scan Time for Brain Hemorrhage Assessment

  2025cites this paper
• A semi-supervised non-negative matrix factorization model for scRNA-seq data analysis

  2025cites this paper
• Hierarchical clustering with maximum density paths and mixture models

  2025cites this paper
• Tensor-Based Approaches for Omics Data Analysis: Applications, Challenges, and Future Directions

  2025cites this paper
• Fuzzy Cluster-Aware Contrastive Clustering for Time Series

  2025cites this paper
• Behavioral Clusters and Lesion Distributions in Ischemic Stroke, Based on NIHSS Similarity Network

  2025cites this paper
• Investigating the capabilities of two-stage clustering algorithms in automatically discovering categories of questions using Bloom’s taxonomy

  2025cites this paper
• Quantification and mitigation of site-specific differences in digital pathology datasets

  2025cites this paper
• Clustering by Nonparametric Smoothing

  2025cites this paper
• scCCTR: An iterative selection-based semi-supervised clustering model for single-cell RNA-seq data

  2025cites this paper