Dynamical clustering of heterogeneous graphs and ontology crowd-sourcing (from scientific papers to the scientific ontology) ➢ Alexey Boyarsky (Leiden University, EPFL, ScienceWISE)

Source URL: asio.bbn.com

Data  Stability  in  Clustering:   A  Closer  Look   Lev  Reyzin   Georgia  Tech  -­‐>  UIC   ALT  2012   1  

Source URL: www.levreyzin.com

• Statistics
• Means
• Geometry
• Computational statistics
• Centroid
• Median
• Hierarchical clustering
• Data stream clustering

Package ‘genie’ March 7, 2016 Type Package Title A New, Fast, and Outlier Resistant Hierarchical Clustering Algorithm Version 1.0.0

Source URL: mran.revolutionanalytics.com

Enabling GPU Computing in the R Statistical Environment Josh Buckner1, Manhong Dai1, Brian Athey1,2, Stanley Watson1 and Fan Meng1,2 1Molecular & Behavioral Neuroscience Institute and Psychiatry Department 2National Cen

Source URL: www.open-bio.org

• Parallel computing
• Graphics hardware
• GPGPU
• Video cards
• General-purpose computing on graphics processing units
• CUDA
• Graphics processing unit
• Hierarchical clustering

Clustering cortical searchlights based on shared representational geometry http://www.pymvpa.org Vis it

Source URL: haxbylab.dartmouth.edu

Clustering cancer data with Bayesian nonparametrics and F# Evelina Gabasova MRC Biostatistics Unit University of Cambridge

Source URL: s3-eu-west-1.amazonaws.com

CommunityFinder: Software to Analyze Communities that Develop in MOOC Discussion Forums Max Kanter Kalyan Veeramachaneni Any Scale Learning for All Computer Science and Artificial Intelligence Laboratory

Source URL: groups.csail.mit.edu

• Algebraic graph theory
• Community structure
• Spectral clustering
• Eigenvalues and eigenvectors
• Massive open online course
• Modularity
• Adjacency matrix
• Graph partition
• Book:Graph Theory I

Coresets for Nonparametric Estimation — the Case of DP-Means Olivier Bachem Mario Lucic Andreas Krause ETH Zurich, Switzerland

Source URL: jmlr.org

• Statistics
• Computational statistics
• Cluster analysis
• Machine learning
• Monte Carlo methods
• K-means clustering
• K-means++
• Dirichlet process
• Mixture model
• Median
• Importance sampling
• Determining the number of clusters in a data set

Hierarchical Mesh Decomposition using Fuzzy Clustering and Cuts Sagi Katz and Ayellet Tal Department of Electrical Engineering Technion – Israel Institute of Technology and ayellet@ee.t

Source URL: www1.idc.ac.il

Covariate Assisted Spectral Clustering Norbert Binkiewicz, Joshua T. Vogelstein, and Karl Rohe∗ Abstract Biological and social systems consist of myriad interacting units. The interactions

Source URL: arxiv.org

• Algebraic graph theory
• Spectral clustering
• Cluster analysis
• Eigenvalues and eigenvectors
• Graph partition
• Principal component regression