- Scalability and sparsity issues in recommender datasets: a survey
2018/10/16 by Monika Singh · 128 citations
Computer Science · #Artificial intelligence #Biclustering #Canopy clustering algorithm #Cluster analysis #Collaborative filtering #Computer science #Data mining #Database #Fuzzy clustering #Image Retrieval and Classification Techniques #Information retrieval #Machine learning #Matrix decomposition #Recommender Systems and Techniques #Recommender system #Scalability #Strengths and weaknesses #Text and Document Classification Technologies
- Path-Based Spectral Clustering: Guarantees, Robustness to Outliers, and Fast Algorithms
2017/12/17 by Anna Little, Mauro Maggioni, Little, Anna +3 · 14 citations
Computer Science · Mathematics · Physics and Astronomy · #Adjacency list #Advanced Clustering Algorithms Research #Algorithm #Artificial intelligence #Bayesian Methods and Mixture Models #CURE data clustering algorithm #Canopy clustering algorithm #Cluster analysis #Complex Network Analysis Techniques #Computer science #Correlation clustering #Discrete mathematics #FOS: Computer and information sciences #Machine Learning (stat.ML) #Mathematics #Metric space #Outlier #Robustness (evolution) #Single-linkage clustering #Spectral clustering #Ultrametric space #k-medians clustering #stat.ML
- Data clustering: 50 years beyond K-means
2009/09/10 by Anil K. Jain · 9,283 citations
Computer Science · Physics and Astronomy · #Advanced Clustering Algorithms Research #Artificial intelligence #Bayesian Methods and Mixture Models #CURE data clustering algorithm #Canopy clustering algorithm #Cluster analysis #Clustering high-dimensional data #Complex Network Analysis Techniques #Computer science #Conceptual clustering #Consensus clustering #Constrained clustering #Correlation clustering #Data mining #Data stream clustering #Fuzzy clustering #Machine learning #Pattern recognition (psychology) #Single-linkage clustering
- The global k-means clustering algorithm
2002/10/28 by Aristidis Likas, Nikos Vlassis, Jakob Verbeek +1 · 3,718 citations
Computer Science · #Advanced Clustering Algorithms Research #Algorithm #Algorithms and Data Compression #Artificial intelligence #CURE data clustering algorithm #Canopy clustering algorithm #Cluster (spacecraft) #Cluster analysis #Computer science #Correlation clustering #Data Management and Algorithms #Data mining #Data set #Data stream clustering #Set (abstract data type) #k-medians clustering