Aaron N. Richter

ORCID

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 16

Top Venues

ICTAI

IRI

Netw. Model. Anal. Health Informatics Bioinform.

J. Big Data

Florida Atlantic University, Boca Raton, USA (PHD)

Education History

Florida Atlantic University, Boca Raton, USA

PHD

Publications

Aaron N. Richter, Taghi M. Khoshgoftaar
Sample size determination for biomedical big data with limited labels. Netw. Model. Anal. Health Informatics Bioinform. 9 (1) (2020)
Aaron N. Richter, Taghi M. Khoshgoftaar
Melanoma risk modeling from limited positive samples. Netw. Model. Anal. Health Informatics Bioinform. 8 (1) (2019)
Aaron N. Richter, Taghi M. Khoshgoftaar
Learning Curve Estimation with Large Imbalanced Datasets. ICMLA (2019)
Aaron N. Richter, Taghi M. Khoshgoftaar
Efficient learning from big data for cancer risk modeling: A case study with melanoma. Comput. Biol. Medicine 110 (2019)
Aaron N. Richter, Taghi M. Khoshgoftaar
Approximating Learning Curves for Imbalanced Big Data with Limited Labels. ICTAI (2019)
Aaron N. Richter, Taghi M. Khoshgoftaar
Building and Interpreting Risk Models from Imbalanced Clinical Data. ICTAI (2018)
Aaron N. Richter, Taghi M. Khoshgoftaar
A review of statistical and machine learning methods for modeling cancer risk using structured clinical data. Artif. Intell. Medicine 90 (2018)
Aaron N. Richter, Taghi M. Khoshgoftaar
Melanoma Risk Prediction with Structured Electronic Health Records. BCB (2018)
Aaron N. Richter, Taghi M. Khoshgoftaar
Predicting sentinel node status in melanoma from a real-world EHR dataset. BIBM (2017)
Aaron N. Richter, Taghi M. Khoshgoftaar
Modernizing Analytics for Melanoma with a Large-Scale Research Dataset. IRI (2017)
Aaron N. Richter, Taghi M. Khoshgoftaar
Predicting Cancer Relapse with Clinical Data: A Survey of Current Techniques. IRI (2016)
Richard A. Bauder, Taghi M. Khoshgoftaar, Aaron N. Richter, Matthew Herland
Predicting Medical Provider Specialties to Detect Anomalous Insurance Claims. ICTAI (2016)
Aaron N. Richter, Michael Crawford, Brian Heredia, Taghi M. Khoshgoftaar
Efficient Modeling of User-Entity Preference in Big Social Networks. ICTAI (2015)
Sara Landset, Taghi M. Khoshgoftaar, Aaron N. Richter, Tawfiq Hasanin
A survey of open source tools for machine learning with big data in the Hadoop ecosystem. J. Big Data 2 (2015)
Aaron N. Richter, Taghi M. Khoshgoftaar, Sara Landset, Tawfiq Hasanin
A Multi-dimensional Comparison of Toolkits for Machine Learning with Big Data. IRI (2015)
Michael Crawford, Taghi M. Khoshgoftaar, Joseph D. Prusa, Aaron N. Richter, Hamzah Al Najada
Survey of review spam detection using machine learning techniques. J. Big Data 2 (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Aaron N. Richter