Salford Analytics and Data Mining Conference

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Sessions

A Step-by-Step Introduction to Data Mining for Sports Analysis: A Real-World Baseball Example

Presented by Mikhail Golovnya, Salford Systems

Data-Based Predictor Transformations in Regression Models

Presented by Clint Roberts, Ph.D. and George Lui, Ph.D., Capital One

Broad Scale Predictive Modeling Optimization in Marketing and Retail

Presented by Felipe Fernandez, Interefe

Exploration of genetic risk factors for Schizophrenia using Random Forest and Treenet

Presented by Richard Straub, Ph.D., Lieber Institute for Brain Development

Innovatively Apply TreeNet to Predictive Analytics

Presented by Josh Jiang, Ph.D., Visa

Using CART to Detect a Major Hurricane Event in a Power Grid

Presented by Ittiphong Leevongwat, Ph.D., Entergy

Global Modeling of Biodiversity and Climate Change

Presented by Falk Huettmann, Ph.D., EWALE Lab & University of Alaska Fairbanks

RandomForests and Archetypal Analysis of dietary patterns in the Cache County Study on Memory and Aging

Presented by Adele Cutler, Ph.D., RandomForests Co-Developer

Predictions From MARS

Presented by Maria Lupetini, Qualcomm

Applied Multivariable Modeling in Public Health: Use of CART and Logistic Regression to Help Diagnose HIV Infection

Presented by Jason S. Haukoos, M.D., Denver Health Medical Center

A More Transparent Interpretation of Health Club Surveys

Presented by Dean Abbott, Abbott Analytics

Fraud Analysis And Other Applications Of Unsupervised Learning in Property And Casualty Insurance

Presented by Louise Francis, Francis Analytics

Pay No Attention to the Man Behind the Curtain: The Changing Requirements of Business Analytics in Financial Services

Presented by Jon Farrar, Previously at Union Bank

Machine Learned Relevance at a Large Scale Search Engine

Presented by Eric Glover, Ph.D. and James (Jimi) Shanahan, Ph.D., Quixey

True-Lift Modeling: Mining for the Most Truly Responsive Customers and Prospects

Presented by Kathleen Kane, Fidelity Investments

Data Mining to Reveal Biological Invaders

Presented by Vojtech Jarosik, Ph.D., Charles University

Interaction Detection With TreeNet Boosted Tree Ensembles

Presented by Dan Steinberg, Ph.D., Salford Systems

Algorithms To Identify Second Breast Cancer Events Using Administrative Healthcare Data

Presented by Onchee Yu, Group Health Research Institute

A Study of RandomForests Learning Mechanism with Application to the Identification of Informative Gene Interactions in Microarray Data

Presented by Jorge Martin Arevalillo, Ph.D., University Nacional de Educación a Distancia (UNED)

Applying CART to cluster analyses in asthma databases to reduce the dimensionality of testing drug interactions

Presented by Ben Trzaskoma, Genentech

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