Concepedia

Edward McFowland

EM

9

Publications

792

Citations

9

H-Index

2012

Active since

Affiliations

Carnegie Mellon University(Current)

University of Minnesota

Cornell University

Harvard University

Edward McFowland is an author at Carnegie Mellon University specializing in data science, engineering, and knowledge discovery.

Top concepts

EngineeringData ScienceAnomaly DetectionKnowledge DiscoveryStatisticsData MiningComputer SciencePattern RecognitionInformation ForensicsStatistical Inference

Publications per year

2012–2023

9

Publications

9

Navigating the Jagged Technological Frontier: Field Experimental Evidence of the Effects of AI on Knowledge Worker Productivity and Quality

Fabrizio Dell’Acqua, Edward McFowland, Ethan Mollick et al. · SSRN Electronic Journal · 2023 · 600 citations · Full text

Fast subset scan for multivariate event detection

Daniel B. Neill, Edward McFowland, Huanian Zheng · Statistics in Medicine · 2012 · 43 citations

Scalable Detection of Anomalous Patterns With Connectivity Constraints

Skyler Speakman, Edward McFowland, Daniel B. Neill · Journal of Computational and Graphical Statistics · 2014 · 42 citations

Anomaly Detection, Engineering, Community Mining +26

Penalized Fast Subset Scanning

Skyler Speakman, Sriram Somanchi, Edward McFowland et al. · Journal of Computational and Graphical Statistics · 2015 · 31 citations

Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error

Celia Cintas, Skyler Speakman, Victor Akinwande et al. · 2020 · 21 citations · Full text

Anomaly Detection, Machine Learning, Engineering +17

Rows per page

1–5 of 9