Concepedia

Jeff Heaton

JH

Statistics

Publications

7

Citations

1.1K

H-Index

7

Active since

2015

Affiliations

Washington University in St. Louis(Current)

Nova Southeastern University

Jeff Heaton is an author at Washington University in St. Louis specializing in deep learning, machine learning, and engineering.

Top concepts

EngineeringDeep LearningMachine LearningData ScienceComputer ScienceArtificial IntelligenceMedicineCardiologyHumanitiesData Mining

Publications per year

2015–2022

7

Publications

7

Ian Goodfellow, Yoshua Bengio, and Aaron Courville: Deep learning

Jeff Heaton · Genetic Programming and Evolvable Machines · 2017 · 931 citations · Full text

Humanities, Engineering, Machine Learning +2

Deep learning for prioritizing and responding to intrusion detection alerts

Steven McElwee, Jeff Heaton, James B. Fraley et al. · 2017 · 47 citations

Artificial Intelligence, Engineering, Machine Learning +15

Early stabilizing feature importance for TensorFlow deep neural networks

Jeff Heaton, Steven McElwee, James B. Fraley et al. · 2017 · 40 citations

Artificial Intelligence, Perturbation Feature, Ranking Algorithm +14

Encog: Library of Interchangeable Machine Learning Models for Java and\n C#

Jeff Heaton · arXiv (Cornell University) · 2015 · 33 citations · Full text

Electronic Health Record-Based Deep Learning Prediction of Death or Severe Decompensation in Heart Failure Patients

Martha M.O. McGilvray, Jeff Heaton, Aixia Guo et al. · JACC Heart Failure · 2022 · 27 citations

Heart Failure, Heart Failure Patients, Machine Learning +9

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