Clustering aggregation

No abstract is available for this paper.

• Publication year

  2005

• Venue

  IEEE International Conference on Data Engineering

• Publication date

  2005-04-05

• Fields of study

  Mathematics, Computer Science

• Identifiers
  DOI 10.1145/1217299.1217303
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Geometry of cuts and metrics

  2009cited by this paper
• Introduction

  2007cited by this paper
• Aggregating time partitions

  2006cited by this paper
• Correlation clustering in general weighted graphs

  2006cited by this paper
• Aggregating inconsistent information: ranking and clustering

  2005cited by this paper
• Combining Multiple Clustering Systems

  2004cited by this paper
• LIMBO: Scalable Clustering of Categorical Data

  2004cited by this paper
• A Mixture Model for Clustering Ensembles

  2004cited by this paper
• Correlation Clustering: maximizing agreements via semidefinite programming

  2004influential reference
• Principles of Data Mining by David J. Hand, Heikki Mannila and Padhraic Smyth, MIT Press, 546 pp., £34.50, ISBN 0-262-08290-X

  2004cited by this paper
• Approximation, Randomization, and Combinatorial Optimization.. Algorithms and Techniques

  2003cited by this paper
• Clustering with qualitative information

  2003cited by this paper
• Integrating microarray data by consensus clustering

  2003cited by this paper
• Correlation Clustering - Minimizing Disagreements on Arbitrary Weighted Graphs

  2003cited by this paper
• Comparing top k lists

  2003cited by this paper
• Learning the k in k-means

  2003cited by this paper
• Random Projection for High Dimensional Data Clustering: A Cluster Ensemble Approach

  2003cited by this paper
• Data Mining - Concepts and Techniques

  2002cited by this paper
• Data clustering using evidence accumulation

  2002cited by this paper
• Cluster Ensembles --- A Knowledge Reuse Framework for Combining Multiple Partitions

  2002cited by this paper
• Principles of Data Mining

  2001cited by this paper
• Rank aggregation methods for the Web

  2001cited by this paper
• Data Mining: Concepts and Techniques

  2000cited by this paper
• Model selection for probabilistic clustering using cross-validated likelihood

  2000cited by this paper
• ROCK: a robust clustering algorithm for categorical attributes

  1999influential reference
• UCI Repository of machine learning databases

  1998cited by this paper
• The Median Procedure for Partitions

  1993influential reference
• Proceedings of the Eighth International Conference on Data Engineering

  1992cited by this paper
• Algorithms for Clustering Data

  1988cited by this paper
• A Best Possible Heuristic for the k-Center Problem

  1985cited by this paper
• Estimating the Dimension of a Model

  1978cited by this paper

• Fuzzy weighted natural nearest neighbor based density peak clustering

  2026cites this paper
• Global explainable clustering via equivalence relation

  2026cites this paper
• Clustering Validation via Sample Pair Co-Cluster Testing

  2026cites this paper
• An empirical evaluation of clustering processes for early detection of university dropout

  2026influential citation
• Clustering business news for strategic insight: An unsupervised learning approach

  2026cites this paper
• A Greedy Strategy for Graph Cut

  2026cites this paper
• Avoiding Local Minima in Overlap-Based Clustering by Random Swap

  2026cites this paper
• Mining Complex Ecological Patterns in Protected Areas: An FP-Growth Approach to Conservation Rule Discovery

  2025cites this paper
• Unsupervised Federated Learning Based on Evolving Gaussian Clustering

  2025cites this paper
• Correlation clustering for general graphs

  2025cites this paper
• Cluster Overlap as Objective Function

  2025cites this paper
• SLD_T: Single-Linkage Distance to Neighborhood Threshold as Internal Validation Index for Arbitrarily Shaped Clusters

  2025cites this paper
• Aggregated center-based clustering algorithm based on principal component radius

  2025cites this paper
• An improved density peaks clustering algorithm based on mutual nearest neighbor distance

  2025cites this paper
• StreamSoNGv2: Online Classification of Data Streams Using Growing Neural Gas

  2025cites this paper
• Automated Cluster Elimination Guided by High-Density Points

  2025cites this paper
• Improved density peak clustering with a flexible manifold distance and natural nearest neighbors for network intrusion detection

  2025cites this paper
• Two-cluster test

  2025cites this paper
• Practical Insertion-Only Convex Hull

  2025cites this paper
• Adaptive and Robust DBSCAN With Multi-Agent Reinforcement Learning

  2025cites this paper
• Robust density clustering based on density peak regions and K-nearest neighbors

  2025cites this paper
• Data-Driven Ecosystem Modeling for Sustainable Fish Species Management in Protected Areas Using the FP-Growth Algorithm

  2025cites this paper
• Parameterization-free clustering with sparse data observers

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

  2025cites this paper
• Cold-Start Active Correlation Clustering

  2025cites this paper
• A Multi-Clustering Aggregation Method for Initializing Node Representations in Featureless Graphs

  2025cites this paper
• Density peak clustering algorithm based on fusing k-nearest neighbors and inverse neighbors

  2025cites this paper
• Chaotic quasi-opposition marine predator algorithm for automatic data clustering

  2025cites this paper
• Density Peaks Clustering Based on Weighted Density Estimating and Multicluster Merging

  2025cites this paper
• Self-Constrained Clustering Ensemble

  2025cites this paper
• Weighted Density for The Win: Accurate Subspace Density Clustering

  2025cites this paper
• Using improved density peak clustering algorithm for flower cluster identification and apple central and peripheral flower detection

  2025cites this paper
• Gauging-<inline-formula><tex-math notation="LaTeX">$\delta$</tex-math><alternatives><mml:math><mml:mi>δ</mml:mi></mml:math><inline-graphic xlink:href="zeng-ieq1-3545573.gif"/></alternatives></inline-formula>: A Non-Parametric Hierarchical Clustering Algorithm

  2025cites this paper
• Studying merge behaviour in weaving segments: insights from traffic conflict prediction and risk factors analysis

  2025cites this paper
• An Enhanced Density Peak Clustering Algorithm With Dimensionality Reduction and Relative Density Normalization for High-Dimensional Duplicate Data

  2025cites this paper
• ANDClust: An Adaptive Neighborhood Distance‐Based Clustering Algorithm to Cluster Varying Density and/or Neck‐Typed Datasets

  2024cites this paper
• Similarity and Dissimilarity Guided Co-Association Matrix Construction for Ensemble Clustering

  2024cites this paper
• Software Architecture Recovery from Multiple Dependency Models

  2024influential citation
• STICA: Spanning-Tree-Based Identification of Clusters With Agglomeration for Numerical Data

  2024cites this paper
• DPC clustering algorithm based on K-nearest neighbors and kernel density estimation

  2024cites this paper
• Knowledge-Driven Possibilistic Clustering with Automatic Cluster Elimination

  2024cites this paper
• A fast sparse graph based clustering technique using dispersion of data points

  2024cites this paper
• Constrained Density-Based Spatial Clustering of Applications with Noise (DBSCAN) using hyperparameter optimization

  2024cites this paper
• Ensemble Clustering With Attentional Representation

  2024cites this paper
• Coupling Machine Learning and Visualization Approaches to Individual- and Road-level Driving Behavior Analysis in a V2X Environment

  2024cites this paper
• Deciphering Clusters With a Deterministic Measure of Clustering Tendency

  2024cites this paper
• Categorical data clustering: 25 years beyond K-modes

  2024cites this paper
• Deep Graph Reinforcement Learning for Solving Multicut Problem

  2024cites this paper
• An improved density peaks clustering based on sparrow search algorithm

  2024cites this paper
• QFINCH: Quick hierarchical clustering using k-means and first neighbor relations

  2024cites this paper
• A Novel Hierarchical High-Dimensional Unsupervised Active Learning Method

  2024cites this paper
• An improved density peaks clustering algorithm based on the generalized neighbors similarity

  2024cites this paper
• Catch fish optimization algorithm: a new human behavior algorithm for solving clustering problems

  2024cites this paper
• Automatic Generation of Epsilon (Eps) Value for DBSCAN Using Genetic Algorithms

  2024cites this paper
• Tri-Level Robust Clustering Ensemble (TRCE) Algorithm for Clustering Enhancement with Comparative Analysis

  2024cites this paper
• Bayesian ART for incomplete datasets

  2024cites this paper
• Hybrid Ensemble Deep Graph Temporal Clustering for Spatiotemporal Data

  2024cites this paper
• Local density based on weighted K-nearest neighbors for density peaks clustering

  2024cites this paper
• Morphological Accuracy Data Clustering: A Novel Algorithm for Enhanced Cluster Analysis

  2024cites this paper
• Experimenting with Feature Constraints Using the NBC Clustering Algorithm

  2024cites this paper
• Feature Matching via Graph Clustering with Local Affine Consensus

  2024cites this paper
• DeepMulticut: Deep Learning of Multicut Problem for Neuron Segmentation From Electron Microscopy Volume

  2024cites this paper
• G2-SCANN: Gaussian-kernel graph-based SLD clustering algorithm with natural neighbourhood

  2024cites this paper
• Density peaks clustering algorithm based on multi-cluster merge and its application in the extraction of typical load patterns of users

  2024cites this paper
• Risk Assessment Through Big Data: An Autonomous Fuzzy Decision Support System

  2024cites this paper
• An efficient clustering algorithm based on searching popularity peaks

  2024cites this paper
• Distributed Batch Learning of Growing Neural Gas for Quick and Efficient Clustering

  2024cites this paper
• General-purpose query processing on summary graphs

  2024cites this paper
• A novel tree structure-based multi-prototype clustering algorithm

  2024cites this paper
• Information-Theoretic Active Correlation Clustering

  2024cites this paper
• A fast DBSCAN algorithm using a bi-directional HNSW index structure for big data

  2024cites this paper
• An Improved Density Peaks Clustering Algorithm Based On Density Ratio

  2024cites this paper
• A dynamic density-based clustering method based on K-nearest neighbor

  2024cites this paper
• ImpKmeans: An Improved Version of the K-Means Algorithm, by Determining Optimum Initial Centroids, based on Multivariate Kernel Density Estimation and Kd-Tree

  2024cites this paper
• Clustering by Mining Density Distributions and Splitting Manifold Structure

  2024cites this paper
• Query-Efficient Correlation Clustering with Noisy Oracle

  2024cites this paper
• Multilayer Correlation Clustering

  2024cites this paper
• Multi-exemplar affinity propagation clustering based on local density peak

  2024cites this paper
• Accurate, Even at Random: Exploring Multiple Distinct Data Clusterings via Random Projection

  2024influential citation
• Density peaks clustering based on superior nodes and fuzzy correlation

  2024cites this paper
• Connectivity-Based Clustering for Mixed Discrete and Continuous Data

  2024cites this paper
• Gradient COBRA: A kernel-based consensual aggregation for regression: Kernel-based Aggregation for Regression

  2023cites this paper
• An Enhanced Regularized Clustering Method With Adaptive Spurious Connection Detection

  2023cites this paper
• Density peaks clustering based on shared nearest neighbors and dense degree

  2023cites this paper
• A multiple k-means cluster ensemble framework for clustering citation trajectories

  2023cites this paper
• Automatic detection of DBSCAN parameters using BAT algorithm

  2023cites this paper
• Selective inference after convex clustering with l1 penalization

  2023cites this paper
• Active pairwise distance learning for efficient labeling of large datasets by human experts

  2023cites this paper
• Improvement of DBSCAN Algorithm Based on K-Dist Graph for Adaptive Determining Parameters

  2023cites this paper
• External clustering validity index based on extended similarity measures

  2023cites this paper
• Importance of CURE Clustering Algorithm over K-Means Clustering Algorithm for Large Data-set

  2023cites this paper
• Reversible Data Hiding for Interpolated Images using CNN based Nearest Neighbour Interpolation

  2023cites this paper
• Characteristics of networks generated by kernel growing neural gas

  2023cites this paper
• Fast and Robust Unsupervised Dimensionality Reduction with Adaptive Bipartite Graphs

  2023cites this paper
• Efficient Correlation Clustering Methods for Large Consensus Clustering Instances

  2023cites this paper
• Statistical Guarantees for Consensus Clustering

  2023cites this paper
• Soft Sensing of NOx Emissions From Thermal Power Units Based on Adaptive GMM Two-Step Clustering Algorithm and Ensemble Learning

  2023cites this paper
• NanBDOS: Adaptive and parameter-free borderline oversampling via natural neighbor search for class-imbalance learning

  2023cites this paper
• An efficient and straightforward online vector quantization method for a data stream through remove-birth updating

  2023cites this paper
• Transaction fee forecasting in post EIP-1559 Ethereum using 1-D Convolutional Neural Network

  2023cites this paper