Edward McFowland, III

20132018
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Fingerprint The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.

Anomalous Mathematics
Subset Mathematics
Scanning Mathematics
Event Detection Mathematics
Gaussian Process Mathematics
Connectivity Mathematics
Scan Statistic Mathematics
Data Streams Mathematics

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Research Output 2013 2018

  • 4 Article
  • 1 Conference contribution
  • 1 Paper
1 Citation (Scopus)

Automated local regression discontinuity design discovery

Herlands, W., Wilson, A. G., McFowland, E. & Neill, D. B., Jul 19 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1512-1520 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems

Gaussian process subset scanning for anomalous pattern detection in non-iid data

Herlands, W., McFowland, E., Wilson, A. G. & Neill, D. B., Jan 1 2018, p. 425-434. 10 p.

Research output: Contribution to conferencePaper

Gaussian Process
Anomalous
Scanning
Subset
Set theory
3 Citations (Scopus)

Penalized Fast Subset Scanning

Speakman, S., Somanchi, S., McFowland, E. & Neill, D. B., Apr 2 2016, In : Journal of Computational and Graphical Statistics. 25, 2, p. 382-404 23 p.

Research output: Contribution to journalArticle

Scanning
Subset
Scan Statistic
Soft Constraints
Event Detection
14 Citations (Scopus)

Scalable Detection of Anomalous Patterns With Connectivity Constraints

Speakman, S., McFowland, E. & Neill, D. B., Oct 2 2015, In : Journal of Computational and Graphical Statistics. 24, 4, p. 1014-1033 20 p.

Research output: Contribution to journalArticle

Anomalous
Connectivity
Scoring
Graph in graph theory
Level Set

Fast Generalized Subset Scan for anomalous pattern detection

McFowland, E., Speakman, S. & Neill, D. B., Jun 1 2013, In : Journal of Machine Learning Research. 14, p. 1533-1561 29 p.

Research output: Contribution to journalArticle

Set theory
Anomalous
Statistics
Subset
Intrusion detection