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Performance guarantees for hierarchical clustering

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

inferredcites →https://doi.org/10.1007/3-540-48224-5_21openalex-snapshot
Quick k-Median, k-Center, and Facility Location for Sparse Graphs
inferredcites →https://doi.org/10.1007/978-1-4612-5254-2openalex-snapshot
Convergence of Stochastic Processes
inferredcites →https://doi.org/10.1007/978-94-011-5014-9_18openalex-snapshot
An Information-Theoretic Analysis of Hard and Soft Assignment Methods for Clustering
inferredcites →https://doi.org/10.1007/bf01908064openalex-snapshot
Statistical theory in clustering
inferredcites →https://doi.org/10.1016/0304-3975(85)90224-5openalex-snapshot
Clustering to minimize the maximum intercluster distance
inferredcites →https://doi.org/10.1016/0304-3975(94)90151-1openalex-snapshot
Nonclairvoyant scheduling
inferredcites →https://doi.org/10.1016/c2013-0-12606-2openalex-snapshot
Uncertainty in Artificial Intelligence
inferredcites →https://doi.org/10.1023/a:1007666507971openalex-snapshot
The Complexity of Learning According to Two Models of a Drifting Environment
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.95.25.14863openalex-snapshot
Cluster analysis and display of genome-wide expression patterns
inferredcites →https://doi.org/10.1109/sffcs.1999.814609openalex-snapshot
Improved combinatorial algorithms for the facility location and k-median problems
inferredcites →https://doi.org/10.1145/258533.258657openalex-snapshot
Incremental clustering and dynamic information retrieval
inferredcites →https://doi.org/10.1145/279943.279968openalex-snapshot
The complexity of learning according to two models of a drifting environment
inferredcites →https://doi.org/10.1145/301250.301367openalex-snapshot
Subquadratic approximation algorithms for clustering problems in high dimensional spaces
inferredcites →https://doi.org/10.1145/380752.380755openalex-snapshot
Local search heuristic for k-median and facility location problems
inferredcites →https://doi.org/10.1145/62212.62255openalex-snapshot
Optimal algorithms for approximate clustering
inferredcites →https://doi.org/10.1145/780547.780549openalex-snapshot
Approximation algorithms for hierarchical location problems
inferredcites →https://doi.org/10.1287/moor.10.2.180openalex-snapshot
A Best Possible Heuristic for the k-Center Problem
inferredcites →https://doi.org/10.2307/2553898openalex-snapshot
Convergence of Stochastic Processes.
inferredcites →https://doi.org/10.48550/arxiv.1301.3850openalex-snapshot
A Two-round Variant of EM for Gaussian Mixtures

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

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Geodesic Methods in Computer Vision and Graphics
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Exact Algorithms and Experiments for Hierarchical Tree Clustering
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Weighted Clustering
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High Dimensional Clustering with r-nets
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An Objective for Hierarchical Clustering in Euclidean Space and Its Connection to Bisecting K-means
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Approximation Scheme for Weighted Metric Clustering via Sherali-Adams
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Fault tolerant control system design by using clustering algorithms of data mining
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The chart checker
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Approximate Greedy Clustering and Distance Selection for Graph Metrics
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Examination of a Classification Model for Damaged Areas of Windfall Trees:Data Analysis for Damage Caused by Typhoon No. 23 in October 2004
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Density Peaks Clustering based on Nature Nearest Neighbor and Multi-cluster Mergers
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Heterogeneous Federated Semantic Segmentation
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Automated forensic ink determination in handwritten documents by clustering
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Minimax and Multi-Criteria Selection of Representative Model Portfolios for Complex Systems Analysis
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Computer Science & Software Engineering : Proceedings of the 2nd Student Workshop (CS&SE@SW 2019), Kryvyi Rih, Ukraine, November 29, 2019
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Software Defect Prediction Based on Semantic Views of Metrics: Clustering Analysis and Model Performance Analysis
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Investigating the Correspondence of Clinical Diagnostic Grouping With Underlying Neurobiological and Phenotypic Clusters Using Unsupervised Machine Learning
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Neurofunctional Segmentation Shifts in the Hippocampus
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Probing the Nanosecond Dynamics of a Designed Three-Stranded Beta-Sheet with a Massively Parallel Molecular Dynamics Simulation
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An Approximate Belief Rule Base Student Examination Passing Prediction Method Based on Adaptive Reference Point Selection Using Symmetry
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An unsupervised heterogeneous log-based framework for anomaly detection
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Validation of Clustering Techniques for Student Grouping in Intelligent E-learning Systems
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Beyond Supervision
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Validation of Clustering Techniques for Student Grouping in Intelligent E-learning Systems
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Inapproximability for Local Correlation Clustering and Dissimilarity Hierarchical Clustering
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K-Linkage: A New Agglomerative Approach for Hierarchical Clustering
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Predictive Analysis of Spatial Data and Time Series to Predict Earthquake Magnitudes by Using Data Mining Approach
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Physicochemical characteristic, nutrient, and fish production in different types of mangrove forest in North Sumatra and Aceh Provinces of Indonesia
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Efficient Clustering with Limited Distance Information
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Efficient Clustering with Limited Distance Information
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Improving Quality of Hierarchical Clustering for Large Data Series
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Hierarchical Clustering via Spreading Metrics
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Hierarchical Clustering: Objective Functions and Algorithms
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Data-Driven Clustering via Parameterized Lloyd's Families
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Bisect and Conquer: Hierarchical Clustering via Max-Uncut Bisection
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A Notion of Individual Fairness for Clustering
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An Objective for Hierarchical Clustering in Euclidean Space and its Connection to Bisecting K-means
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From Trees to Continuous Embeddings and Back: Hyperbolic Hierarchical Clustering
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Unsupervised Embedding of Hierarchical Structure in Euclidean Space
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Some Theory for Texture Segmentation
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ParChain: A Framework for Parallel Hierarchical Agglomerative Clustering using Nearest-Neighbor Chain
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Summarization Techniques for Pattern Collections in Data Mining
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Improved Preprocessing techniques for Analyzing Patterns in Web Personalization Process
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Cluster Analysis: Preliminaries and Techniques
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Analysis of Clustering Algorithm of Weka Tool on Air Pollution Dataset
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Towards Predicting Software Defects with Clustering Techniques
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The Use of Digital Technologies for Flipped Learning Implementation
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