The ALMA Data Mining Toolkit Peter Teuben , Marc Pound , Kevin Rauch , Lee Mundy ,

Source URL: www.adass2014.org

MINING LARGE GRAPHS David F. Gleich, Michael W. Mahoney 1 introduction Graphs provide a general representation or data model for many types of data where pair-wise relationships are known or thought to be particularly im

Source URL: www.stat.berkeley.edu

• Graph theory
• Algebraic graph theory
• Graph
• Neighbourhood
• Adjacency list
• Centrality
• Adjacency matrix
• Implicit graph
• Bipartite graph

An Empirical Study of Just-in-Time Defect Prediction using Cross-Project Models 1 Takafumi Fukushima1 , Yasutaka Kamei1 , Shane McIntosh2 ,

Source URL: posl.ait.kyushu-u.ac.jp

• Survival analysis
• Biostatistics
• Data mining
• Detection theory
• Receiver operating characteristic
• Statistical classification
• Cross-validation
• Prediction
• Ensemble learning
• Reliability engineering
• Regression analysis

Storytelling and Clustering for Cellular Signaling Pathways M. Shahriar Hossain, Monika Akbar, Nicholas F. Polys Department of Computer Science, Virginia Tech, Blacksburg, VA 24061, USA. {msh, amonika, npolys}@vt.edu ABS

Source URL: www.cs.utep.edu

• Cluster analysis
• Data mining
• Geostatistics
• Graph operations
• Planar graphs
• NP-complete problems
• HCS clustering algorithm

Learning Continuous-Time Bayesian Networks in Relational Domains: A Non-Parametric Approach Shuo Yang Tushar Khot

Source URL: ai2-website.s3.amazonaws.com

• Markov models
• Relational model
• Machine learning
• Probability distribution
• Bayesian network
• Reinforcement learning
• Relational data mining
• Loss function

BIOINFORMATICS ORIGINAL PAPER Data and text mining

Source URL: www.lptl.jussieu.fr

1 Incremental Topological Segmentation for Semi-structured Environments Ming Liu, Luc Oth, Francis Colas, Franc¸ois Pomerleau, Roland Siegwart Autonomous Systems Lab, ETH Zurich, Switzerland

Source URL: www.ee.ust.hk

• Diagrams
• Discrete geometry
• Geometry
• Computational geometry
• Voronoi diagram
• Mathematics
• Computer science
• Data mining
• Image segmentation
• Cluster analysis
• K-means clustering
• Watershed

Statistics, Data Mining and Machine Learning in Astronomy: A Practical Python Guide for the Analysis of Survey Data ˇ ´, Andrew J. Connolly, Jacob T. VanderPlas Zeljko

Source URL: www.astroml.org

• Statistics
• Software
• Knowledge
• Formal sciences
• Estimation theory
• Statistical theory
• Machine learning
• Statistical models
• Time series
• Regression analysis
• Linear regression
• Statistical inference

N AT I O N A L AC A D E M I E S O F S C I E N C E S, E N G I N E E R I N G, A N D M E D I C I N E T H E U N I V E R S I T Y O F T E XA S AT DA L L A S A R I ZO N A S TAT E U N I V E R S I T Y S P R I N G 2016

Source URL: modsti.cns.iu.edu

• Research
• Politics of science
• Epistemology of science
• Interpretation
• Scientific modelling
• Economic model
• Big data
• Funding of science
• National Science Foundation
• Data mining
• Science policy
• Science