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K-nearest neighbors algorithm
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1	POIsketch: Semantic Place Labeling over User Activity Streams 1 Dingqi Yang1 , Bin Li2 , Philippe Cudr´e-Mauroux1 eXascale Infolab, University of Fribourg, 1700 Fribourg, Switzerland 2 Add to Reading List Source URL: exascale.info Language: English - Date: 2016-08-17 10:09:29 Information science Information retrieval Hashing Countmin sketch Recommender system MinHash K-nearest neighbors algorithm Feature hashing Cryptographic hash function Collaborative filtering
2	IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 1 Multi-Dimensional Classification with Super-Classes Jesse Read, Concha Bielza, Member, IEEE, Pedro Larra˜naga, Member, IEEE, Add to Reading List Source URL: users.ics.aalto.fi Language: English - Date: 2014-02-24 06:09:18 Statistical classification Statistics Data Classifier chains Multi-label classification Multiclass classification Support vector machine Probabilistic classification Classifier Naive Bayes classifier K-nearest neighbors algorithm
3	MEMOCODE 2014 Design Contest: k-Nearest Neighbors with Mahalanobis Distance Metric Peter Milder Department of Electrical and Computer Engineering Stony Brook University Stony Brook, NY 11794–2350 Add to Reading List Source URL: www.ece.stonybrook.edu Language: English - Date: 2014-10-15 09:48:22 Statistics Data analysis Computing Search algorithms Covariance and correlation Multivariate statistics Machine learning Mahalanobis distance Statistical distance Xeon Nearest neighbor search K-nearest neighbors algorithm
4	A Collaborative Filtering Approach to Real-Time Hand Pose Estimation Chiho Choi, Ayan Sinha, Joon Hee Choi, Sujin Jang, Karthik Ramani Purdue University West Lafayette, IN 47907, USA {chihochoi, sinha12, choi240, jang64, Add to Reading List Source URL: engineering.purdue.edu Language: English - Date: 2015-12-13 20:51:49 Artificial intelligence Computer vision Statistics Search algorithms Mathematics Robot control Computational neuroscience Convolutional neural network Random sample consensus Nearest neighbor search K-nearest neighbors algorithm Recommender system
5	Air pollution prediction via multi-label classification Giorgio Corani and Mauro Scanagatta Istituto Dalle Molle di Studi sull’Intelligenza Artificiale (IDSIA) Scuola universitaria professionale della Svizzera italiana Add to Reading List Source URL: ipg.idsia.ch Language: English - Date: 2016-04-26 02:11:02 Statistics Statistical classification Multivariate statistics Naive Bayes classifier Bayesian network Feature selection Bayes classifier Dependent and independent variables Machine learning Supervised learning K-nearest neighbors algorithm
6	Charu C. Aggarwal IBM T J Watson Research Center Yorktown, NYOutlier Ensembles Add to Reading List Source URL: www.outlier-analytics.org Language: English - Date: 2013-08-13 03:47:38 Statistics Information Data Data mining Robust statistics Outlier Statistical data Formal sciences Ensemble learning K-nearest neighbors algorithm Local outlier factor Anomaly detection
7	Supervised Pattern Classification Using Optimum-Path Forest Jo˜ao Paulo Papa and Alexandre Xavier Falc˜ao University of Campinas Institute of Computing Campinas, S˜ao Paulo - Brazil {papa.joaopaulo,alexandre.falcao}@g Add to Reading List Source URL: www.matmidia.mat.puc-rio.br Language: English - Date: 2009-12-09 18:55:18 Statistical classification Learning Data Cognition Support vector machine Classifier Margin classifier K-nearest neighbors algorithm Supervised learning Naive Bayes classifier Machine learning
8	SpaceTwist: Managing the Trade-Offs Among Location Privacy, Query Performance, and Query Accuracy in Mobile Services Man Lung Yiu, Christian S. Jensen, Xuegang Huang, Hua Lu Department of Computer Science Aalborg Univers Add to Reading List Source URL: people.cs.aau.dk Language: English - Date: 2007-11-19 06:24:47 Search algorithms Discrete geometry K-nearest neighbors algorithm Statistical classification Voronoi diagram Mathematics Statistics Computer science
9	Methods for Multi-Category Cancer Diagnosis from Gene Expression Data: A Comprehensive Evaluation to Inform Decision Support System Development Alexander Statnikov, Constantin F. Aliferis, Ioannis Tsamardinos Discovery S Add to Reading List Source URL: www.dsl-lab.org Language: English - Date: 2004-02-18 20:07:17 Machine learning Learning Statistics Artificial intelligence Statistical classification Model selection Support vector machine Cross-validation K-nearest neighbors algorithm Ensemble learning Kernel method Pattern recognition
10	Data Stream Classification using Random Feature Functions and Novel Method Combinations Jesse Read Albert Bifet Add to Reading List Source URL: users.ics.aalto.fi Language: English - Date: 2015-08-21 10:06:56 Machine learning Artificial intelligence Learning Statistical classification Massive Online Analysis K-nearest neighbors algorithm Ensemble learning Classifier chains Multi-label classification Concept drift Stochastic gradient descent Naive Bayes classifier