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K-means clustering
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411	Quiz 1 on Wednesday • ~20 multiple choice or short answer questions • In class, full period • Only covers material from lecture, with a bias towards topics not covered by projects • Study strategy: Review the sli Add to Reading List Source URL: cs.brown.edu Language: English - Date: 2013-10-12 17:09:06 Machine learning Spectral clustering Multivariate statistics Image processing Statistics Computational statistics K-means clustering
412	A simple D 2 -sampling based PTAS for k-means and other Clustering problems Ragesh Jaiswal1 , Amit Kumar1 , and Sandeep Sen1 Department of Computer Science and Engineering, Indian Institute of Technology Delhi. {rjaiswal Add to Reading List Source URL: www.cse.iitd.ernet.in Language: English - Date: 2013-02-10 01:14:54 Statistics Combinatorics Lemmas Algorithmic Lovász local lemma Randomized algorithm Mathematics XTR K-means clustering
413	Improving Social Recommendations by applying a Personalized Item Clustering policy Georgios Alexandridis Georgios Siolas Add to Reading List Source URL: ceur-ws.org Language: English - Date: 2013-10-21 14:24:22 Machine learning Data mining Geostatistics Collaborative filtering Recommender system Hierarchical clustering Correlation clustering Spectral clustering K-means clustering Statistics Cluster analysis Multivariate statistics
414	Robust Data Clustering Ana L.N. Fred Institute of Telecommunications Instituto Superior T´ecnico Add to Reading List Source URL: www.lx.it.pt Language: English - Date: 2010-07-24 14:01:21 Machine learning Data mining Geostatistics Hierarchical clustering K-means clustering Single-linkage clustering Segmentation Consensus clustering Determining the number of clusters in a data set Statistics Cluster analysis Multivariate statistics
415	Traveling Salesman Problem (TSP) Add to Reading List Source URL: astro.temple.edu Language: English - Date: 2013-12-12 01:13:31 Operations research Travelling salesman problem Data analysis K-means clustering Data visualization Hierarchical clustering Mathematics Theoretical computer science Applied mathematics
416	A Course in Machine Learning Hal Daumé III 14 \| E XPECTATION M AXIMIZATION Add to Reading List Source URL: ciml.info Language: English - Date: 2014-09-24 16:08:33 Machine learning Cluster analysis Expectation–maximization algorithm Missing data Maximum likelihood Mixture model K-means clustering Likelihood-ratio test Dimensional analysis Statistics Estimation theory Statistical theory
417	A Novel Bayesian Approach to Adaptive Mean Shift Segmentation of Brain Images Qaiser Mahmood, Artur Chodorowski, Andrew Mehnert, Mikael Persson Department of Signals and Systems, MedTech West, Chalmers University of Tech Add to Reading List Source URL: www.medtechwest.se Language: English - Date: 2012-08-30 06:11:02 Image processing Geostatistics Multivariate statistics K-nearest neighbor algorithm Kernel density estimation Segmentation Statistical classification K-means clustering Density estimation Statistics Non-parametric statistics Machine learning
418	Topic Extraction for Ontology Learning 1 Running head: TOPIC EXTRACTION FOR ONTOLOGY LEARNING Topic Extraction for Ontology Learning Add to Reading List Source URL: www.rizoiu.eu Language: English - Date: 2013-10-18 16:02:59 Machine learning Natural language processing Knowledge representation Cluster analysis Multivariate statistics K-means clustering WordNet Fuzzy clustering Terminology extraction Statistics Artificial intelligence Science
419	The Role of Geographical Context in Building Geodemographic Classifications Alexandros Alexiou1, Alexander Singleton1 1 Department of Geography and Planning, University of Liverpool Add to Reading List Source URL: leeds.gisruk.org Language: English - Date: 2015-04-19 17:10:14 Data analysis Multivariate statistics Cluster analysis Geodemography K-means clustering Mosaic Data mining Computer cluster Geographic information system Statistics Geostatistics Demography
420	Clustering based on Dissimilarity First Derivatives Ana Fred Telecommunications Institute Instituto Superior Tecnico, Lisbon, Portugal, Add to Reading List Source URL: www.lx.it.pt Language: English - Date: 2010-07-24 14:01:21 K-means clustering Single-linkage clustering Dendrogram Consensus clustering Fuzzy clustering Statistics Cluster analysis Hierarchical clustering

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