Visual Interactive Neighborhood Mining on High Dimensional Data Emin Aksehirli • Bart Goethals •

Source URL: poloclub.gatech.edu

• Multivariate statistics
• Cluster analysis
• Data mining
• Geostatistics
• K-means clustering
• Hierarchical clustering
• Dimension reduction
• K-nearest neighbors algorithm
• Machine learning
• Multidimensional scaling
• Pattern recognition
• Nonlinear dimensionality reduction

1 Running head: INTRODUCTION TO LATENT SEMANTIC ANALYSIS An Introduction to Latent Semantic Analysis Thomas K Landauer

Source URL: csee.essex.ac.uk

• Natural language processing
• Semantics
• Latent semantic analysis
• Machine learning
• Computational linguistics
• Cognition
• Semantic network
• Singular value decomposition
• Matrix
• Dimensionality reduction
• Semantic memory
• Semantic similarity

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

Source URL: bmcfee.github.io

• Machine learning
• Information retrieval
• Information science
• Learning
• Dimensionality reduction
• Learning to rank
• K-nearest neighbors algorithm
• T-distributed stochastic neighbor embedding

Envisioning a Robust, Scalable Metacognitive Architecture Built on Dimensionality Reduction Scruffy Metacognition Jason B. Alonso1 Kenneth C. Arnold2,3

Source URL: alumni.media.mit.edu

Using Local Spectral Methods to Robustify Graph-Based Learning Algorithms David F. Gleich Computer Science Department Purdue University West Lafayette, IN

Source URL: www.stat.berkeley.edu

• Graph theory
• Mathematics
• NP-complete problems
• Graph partition
• Connectivity
• Graph coloring
• Graph
• Nonlinear dimensionality reduction
• Vertex
• SPQR tree
• Signed graph

Envisioning a Robust, Scalable Metacognitive Architecture Built on Dimensionality Reduction Jason B. Alonso and Kenneth C. Arnold and Catherine Havasi MIT Media Laboratory 20 Ames St. Cambridge, MA 02139

Source URL: alumni.media.mit.edu

Journal of Machine Learning Research2900 Submitted 5/14; Revised 3/15; PublishedLinear Dimensionality Reduction: Survey, Insights, and Generalizations

Source URL: jmlr.org

Journal of Machine Learning Research2900 Submitted 5/14; Revised 3/15; PublishedLinear Dimensionality Reduction: Survey, Insights, and Generalizations

Source URL: stat.columbia.edu

In-Network PCA and Anomaly Detection Ling Huang UC Berkeley XuanLong Nguyen

Source URL: dept.stat.lsa.umich.edu

• Algebra
• Mathematics
• Multivariate statistics
• Principal component analysis
• Intrusion detection system
• Eigenvalues and eigenvectors
• Anomaly detection
• Anomaly
• Dimensionality reduction