Edward McFowland - Concepedia

Author

Edward McFowland

Carnegie Mellon University ORCID

Also Known As

Edward McFowland, Edward McFowland III, McFowland, Edward

Publications

836

Citations

H-Index

Concepts

All Affiliations

Carnegie Mellon University University of Minnesota Cornell University Harvard University

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	4	4	87
2	Data Science	4	4	87
3	Computer Science	2	2	63
4	Business	1	1	42
5	Public Health	1	1	13

Edward McFowland

Publications

792

Citations

H-Index

Page 1

	Year	Citations
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, SSRN Electronic Journal	2023	600
Fast subset scan for multivariate event detection Daniel B. Neill, Edward McFowland, Huanian Zheng Statistics in Medicine	2012	43
Scalable Detection of Anomalous Patterns With Connectivity Constraints Skyler Speakman, Edward McFowland, Daniel B. Neill Journal of Computational and Graphical Statistics Anomaly DetectionEngineeringCommunity MiningNetwork AnalysisInformation Forensics	2014	42
Penalized Fast Subset Scanning Skyler Speakman, Sriram Somanchi, Edward McFowland, Journal of Computational and Graphical Statistics	2015	31
Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error Celia Cintas, Skyler Speakman, Victor Akinwande, Anomaly DetectionMachine LearningEngineeringAutoencodersInformation Forensics	2020	21
Estimating Causal Peer Influence in Homophilous Social Networks by Inferring Latent Locations Edward McFowland, Cosma Rohilla Shalizi Figshare	2021	20
Automated Local Regression Discontinuity Design Discovery William Herlands, Edward McFowland, Andrew Gordon Wilson, Causal ModelEngineeringCausal RelationshipsData SciencePredictive Analytics	2018	13
Efficient Discovery of Heterogeneous Treatment Effects in Randomized Experiments via Anomalous Pattern Detection Edward McFowland, Sriram Somanchi, Daniel B. Neill SSRN Electronic Journal Anomaly DetectionEngineeringData ScienceData MiningRandomized Experiments	2018	11
Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data William Herlands, Edward McFowland, Andrew Gordon Wilson, arXiv (Cornell University)	2018	11

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