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K-nearest neighbor algorithm
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1	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
2	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
3	Dynamic Euclidean Minimum Spanning Trees and Extrema of Binary Functions David Eppstein Department of Information and Computer Science University of California, Irvine, CA 92717 Add to Reading List Source URL: bioinfo.ict.ac.cn Language: English - Date: 2014-11-28 11:05:21 Mathematics Geometry Computer science Search algorithms Discrete geometry Computational geometry Mathematical optimization Closest pair of points problem Nearest neighbor search Nearest neighbor graph K-nearest neighbors algorithm Euclidean minimum spanning tree
4	Mach Learn DOIs10994Visualizing non-metric similarities in multiple maps Laurens van der Maaten · Geoffrey Hinton Add to Reading List Source URL: lvdmaaten.github.io Language: English - Date: 2016-07-16 15:30:43 Statistics Multivariate statistics Data analysis Information Psychometrics T-distributed stochastic neighbor embedding Multidimensional scaling Semantic similarity Similarity Data visualization K-nearest neighbors algorithm
5	Selective Hashing: Closing the Gap between Radius Search and k-NN Search Jinyang Gao‡ H. V. Jagadish§ Add to Reading List Source URL: www.comp.nus.edu.sg Language: English - Date: 2015-06-06 09:21:03 Search algorithms Information science Information retrieval Mathematics Nearest neighbor search Locality-sensitive hashing K-nearest neighbors algorithm Hash function Hash table Curse of dimensionality Similarity search
6	LARGE-SCALE MUSIC SIMILARITY SEARCH WITH SPATIAL TREES Brian McFee Computer Science and Engineering University of California, San Diego ABSTRACT Add to Reading List Source URL: eceweb.ucsd.edu Language: English - Date: 2015-07-31 19:00:26 Statistics Search algorithms Information science Information Dimension reduction K-d tree K-means clustering Normal distribution K-nearest neighbors algorithm Principal component analysis Locality-sensitive hashing Nearest neighbor search
7	FAST APPROXIMATE NEAREST NEIGHBORS WITH AUTOMATIC ALGORITHM CONFIGURATION Marius Muja, David G. Lowe Computer Science Department, University of British Columbia, Vancouver, B.C., Canada , Add to Reading List Source URL: www.geog.ucsb.edu Language: English - Date: 2013-05-14 18:54:15 Search algorithms Information science Computing Computer programming Machine learning Data mining Approximation algorithms Discrete geometry Nearest neighbor search K-d tree K-nearest neighbors algorithm K-means clustering
8	Two Ellipse-based Pruning Methods for Group Nearest Neighbor Queries Hongga Li School of Computing National University of Singapore, Singapore Add to Reading List Source URL: people.cs.aau.dk Language: English - Date: 2007-06-07 03:45:31 Geometry Mathematics Search algorithms Information science Nearest neighbor search R-tree Minimum bounding rectangle Ellipse K-nearest neighbors algorithm Bin Query optimization IDistance
9	Microsoft Word - IDHC_Camera_Ready.doc Add to Reading List Source URL: www.ke.tu-darmstadt.de Language: English - Date: 2009-11-06 11:55:58 Statistics Information science Cluster analysis Data mining Information Geostatistics Hierarchical clustering K-means clustering Document clustering Consensus clustering Nearest-neighbor chain algorithm
10	UNIVERSITY OF CALIFORNIA, SAN DIEGO More like this: machine learning approaches to music similarity A dissertation submitted in partial satisfaction of the requirements for the degree Doctor of Philosophy in Add to Reading List Source URL: eceweb.ucsd.edu Language: English - Date: 2015-07-31 19:02:40 Machine learning Information retrieval Information science Learning Dimensionality reduction Learning to rank K-nearest neighbors algorithm T-distributed stochastic neighbor embedding