LIMBO: Scalable Clustering of Categorical Data

No abstract is available for this paper.

• Publication year

  2004

• Venue

  International Conference on Extending Database Technology

• Publication date

  2004-03-14

• Fields of study

  Computer Science

• Identifiers
  DOI 10.1007/978-3-540-24741-8_9
• 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
• Software clustering based on information loss minimization

  2003cited by this paper
• Schema Discovery

  2003cited by this paper
• Requirements for clustering data streams

  2002cited by this paper
• Unsupervised document classification using sequential information maximization

  2002influential reference
• COOLCAT: an entropy-based algorithm for categorical clustering

  2002influential reference
• A robust and scalable clustering algorithm for mixed type attributes in large database environment

  2001cited by this paper
• Finding authorities and hubs from link structures on the World Wide Web

  2001cited by this paper
• Context-Based Similarity Measures for Categorical Databases

  2000cited by this paper
• The information bottleneck method

  2000cited by this paper
• Clustering categorical data: an approach based on dynamical systems

  2000influential reference
• Document clustering using word clusters via the information bottleneck method

  2000cited by this paper
• Authoritative sources in a hyperlinked environment

  1999cited by this paper
• CACTUS—clustering categorical data using summaries

  1999cited by this paper
• Agglomerative Information Bottleneck

  1999influential reference
• ROCK: a robust clustering algorithm for categorical attributes

  1999cited by this paper
• BIRCH: an efficient data clustering method for very large databases

  1996cited by this paper
• Information, Uncertainty and the Utility of Categories

  1985cited by this paper
• The NP-Completeness Column: An Ongoing Guide

  1982cited by this paper

• Software Architecture Recovery Augmented With Semantics

  2026influential citation
• BinStruct: Binary Structure Recovery Combining Static Analysis and Semantics

  2025cites this paper
• Precision soil sampling strategy for the delineation of management zones in olive cultivation using unsupervised machine learning methods

  2025cites this paper
• On the Impact of Common External Package Dependencies on Software Modularization

  2025cites this paper
• Retriever: A view-based approach to reverse engineering software architecture models

  2024cites this paper
• Pottery evolution pattern discovery based on deep learning: case study of Miaozigou culture in China

  2024cites this paper
• ROSInfer: Statically Inferring Behavioral Component Models for ROS-Based Robotics Systems

  2024cites this paper
• A Survey on Information Bottleneck

  2024cites this paper
• A Framework and Taxonomy for Characterizing the Applicability of Software Architecture Recovery Approaches: A Tertiary‐Mapping Study

  2024cites this paper
• Developing ensemble clustering through similarity measures: A semi‐supervised hierarchical clustering learning

  2024cites this paper
• PairSmell: A Novel Perspective Inspecting Software Modular Structure

  2024cites this paper
• Parallelization of genetic algorithms for software architecture recovery

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

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

  2024cites this paper
• Deep Embedded Clustering Framework for Mixed Data

  2023cites this paper
• Genetic algorithms and heuristics hybridized for software architecture recovery

  2023cites this paper
• Software Architecture Recovery with Information Fusion

  2023influential citation
• NEGAR: Network Embedding Guided Architecture Recovery for Software Systems

  2022cites this paper
• Clustering Categorical Data: Soft Rounding k-modes

  2022cites this paper
• Significance-Based Categorical Data Clustering

  2022cites this paper
• Pareto-Optimal Clustering with the Primal Deterministic Information Bottleneck

  2022cites this paper
• Machine learning algorithm for feature space clustering of mixed data with missing information based on molecule similarity

  2021cites this paper
• Cluster analysis of mixed data based on Feature Space Instance Cluster Closeness Metric

  2021cites this paper
• Machine learning algorithm for cluster analysis of mixed dataset based on instance-cluster closeness metric

  2021cites this paper
• Analyzing mixed-type data by using word embedding for handling categorical features

  2021cites this paper
• Self-Expressive Kernel Subspace Clustering Algorithm for Categorical Data with Embedded Feature Selection

  2021cites this paper
• Scalable Clustering Algorithms for Big Data: A Review

  2021cites this paper
• Model-Driven Reverse Engineering of Technology-Induced Architecture for Quality Prediction (short paper)

  2021cites this paper
• Clustering Mixed-Type Data with Correlation-Preserving Embedding

  2021cites this paper
• Performance Analysis of Various Entropy Measures in Categorical Data Clustering

  2020cites this paper
• An efficient k‐modes algorithm for clustering categorical datasets

  2020cites this paper
• Exploring the Architectural Impact of Possible Dependencies in Python Software

  2020cites this paper
• Fuzzy rough clustering for categorical data

  2019cites this paper
• Discretize and Conquer: Scalable Agglomerative Clustering in Hamming Space

  2019cites this paper
• Unsupervised Approaches for Textual Semantic Annotation, A Survey

  2019influential citation
• Efficacy of Tsallis Entropy in Clustering Categorical Data

  2019cites this paper
• Adaptive Data Clustering Ensemble Algorithm Based on Stability Feature Selection and Spectral Clustering

  2019cites this paper
• Detecting organized eCommerce fraud using scalable categorical clustering

  2019cites this paper
• Evaluating the Effectiveness of Multi-level Greedy Modularity Clustering for Software Architecture Recovery

  2019cites this paper
• PUMA: Parallel subspace clustering of categorical data using multi-attribute weights

  2019cites this paper
• Unsupervised distance learning for extended self-organizing map and visualization of mixed-type data

  2019cites this paper
• Quantification Under Class-Conditional Dataset Shift

  2019cites this paper
• Parallel Hierarchical Subspace Clustering of Categorical Data

  2019cites this paper
• Partition-and-merge based fuzzy genetic clustering algorithm for categorical data

  2019cites this paper
• Segmentation and Clustering of Stakeholders using Data Mining Techniques

  2018cites this paper
• Community Detection in Hypergraphs: Optimal Statistical Limit and Efficient Algorithms

  2018cites this paper
• An effective approach for semantic-based clustering and topic-based ranking of web documents

  2018cites this paper
• Measuring the Impact of Code Dependencies on Software Architecture Recovery Techniques

  2018cites this paper
• Directory-Based Dependency Processing for Software Architecture Recovery

  2018influential citation
• A matching based clustering algorithm for categorical data

  2018cites this paper
• Data labeling method based on Cluster similarity using Rough Entropy for Categorical Data Clustering

  2018cites this paper
• A High-Performing Similarity Measure for Categorical Dataset with SF-Tree Clustering Algorithm

  2018cites this paper
• Interblend fusing of genetic algorithm-based attribute selection for clustering heterogeneous data set

  2018cites this paper
• Knowledge discovery techniques for transactional data model

  2018influential citation
• Coupled Clustering Ensemble by Exploring Data Interdependence

  2018influential citation
• High-performance link-based cluster ensemble approach for categorical data clustering

  2018cites this paper
• Simplex Based Vector Mapping for Categorical Attributes Clustering

  2018cites this paper
• Subspace Clustering of Categorical and Numerical Data With an Unknown Number of Clusters

  2018cites this paper
• Using K-Mode Clustering to Identify Personas for Technology on the Trail

  2018cites this paper
• An Efficient Approach for Clustering US Census Data Based on Cluster Similarity Using Rough Entropy on Categorical Data

  2018cites this paper
• On the Minimax Misclassification Ratio of Hypergraph Community Detection

  2018cites this paper
• Hierarchical and Partitional Modularization Algorithms

  2017cites this paper
• Techniques for the Evaluation of Software Modularizations

  2017cites this paper
• Review of Clustering Techniques

  2017cites this paper
• Proximity of Software Artefacts

  2017cites this paper
• Software Quality Attributes and Modularization

  2017cites this paper
• A Fast and Efficient Method for Training Categorical Radial Basis Function Networks

  2017cites this paper
• Pre-crash scenarios at road junctions: A clustering method for car crash data.

  2017cites this paper
• Holo-Entropy Based Categorical Data Hierarchical Clustering

  2017influential citation
• Algebraically-Based Software Modularization

  2017cites this paper
• Cluster Analysis as a Decision-Making Tool: A Methodological Review

  2017cites this paper
• A comprehensive survey of traditional, merge-split and evolutionary approaches proposed for determination of cluster number

  2017cites this paper
• Distributed clustering of categorical data using the information bottleneck framework

  2017cites this paper
• Clustering Individual Transactional Data for Masses of Users

  2017cites this paper
• Search-Based Software Modularization

  2017cites this paper
• Application of Clustering Algorithm CLOPE to the Query Grouping Problem in the Field of Materialized View Maintenance

  2016cites this paper
• Scalable Clustering by Iterative Partitioning and Point Attractor Representation

  2016cites this paper
• A View to Criterion for Organizes and Manages Unstructured Data

  2016cites this paper
• A k-Means-Like Algorithm for Clustering Categorical Data Using an Information Theoretic-Based Dissimilarity Measure

  2016cites this paper
• Fuzzy Partitioning Based Clustering Approach

  2016cites this paper
• A measure of semantic similarity between a reference context and a current context

  2016cites this paper
• An Optimization Model for Clustering Categorical Data Streams with Drifting Concepts

  2016cites this paper
• Fine-Grained, Unsupervised, Context-based Change Detection and Adaptation for Evolving Categorical Data

  2016cites this paper
• Spam campaign detection, analysis, and formalization

  2016cites this paper
• A proficient approach for clustering of large categorical data cataloguing

  2016cites this paper
• Mining Emerging Patterns for Activity Recognition

  2016cites this paper
• A Novel Clustering Algorithm to Capture Utility Information in Transactional Data

  2016cites this paper
• Space Structure and Clustering of Categorical Data

  2016cites this paper
• Generalized similarity measure for categorical data clustering

  2016cites this paper
• Accelerated ROCK algorithm

  2016cites this paper
• Coupled Attribute Similarity Learning on Categorical Data

  2015influential citation
• Comparing Software Architecture Recovery Techniques Using Accurate Dependencies

  2015cites this paper
• A Simple Yet Fast Clustering Approach for Categorical Data

  2015cites this paper
• Adaptation and Evolution in Data Sharing Systems

  2015cites this paper
• Ensemble based rough fuzzy clustering for categorical data

  2015cites this paper
• Non-negative matrix factorization using constrained optimization with applications

  2015cites this paper
• Towards a new framework for clustering in a mixed data space: Case of gasoline service stations segmentation in Morocco

  2015cites this paper
• Data Mining

  2015cites this paper
• Consistency of spectral hypergraph partitioning under planted partition model

  2015cites this paper
• Fast and Effective Clustering of Spam Emails Based on Structural Similarity

  2015cites this paper