Aaron N. Richter

17 papers B 4C 1Misc 3Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2020 J jnl
Sample size determination for biomedical big data with limited labels.
Netw. Model. Anal. Health Informatics Bioinform.
Aaron N. Richter, Taghi M. Khoshgoftaar
2019 B conf
Approximating Learning Curves for Imbalanced Big Data with Limited Labels.
ICTAI
Aaron N. Richter, Taghi M. Khoshgoftaar
2019 J jnl
Efficient learning from big data for cancer risk modeling: A case study with melanoma.
Comput. Biol. Medicine
Aaron N. Richter, Taghi M. Khoshgoftaar
2019 C conf
Learning Curve Estimation with Large Imbalanced Datasets.
ICMLA
Aaron N. Richter, Taghi M. Khoshgoftaar
2019 J jnl
Melanoma risk modeling from limited positive samples.
Netw. Model. Anal. Health Informatics Bioinform.
Aaron N. Richter, Taghi M. Khoshgoftaar
2019 — —
Predicting Melanoma Risk from Electronic Health Records with Machine Learning Techniques.
Aaron N. Richter
2018 J jnl
A review of statistical and machine learning methods for modeling cancer risk using structured clinical data.
Artif. Intell. Medicine
Aaron N. Richter, Taghi M. Khoshgoftaar
2018 B conf
Building and Interpreting Risk Models from Imbalanced Clinical Data.
ICTAI
Aaron N. Richter, Taghi M. Khoshgoftaar
2018 — conf
Melanoma Risk Prediction with Structured Electronic Health Records.
BCB
Aaron N. Richter, Taghi M. Khoshgoftaar
2017 Misc conf
Modernizing Analytics for Melanoma with a Large-Scale Research Dataset.
IRI
Aaron N. Richter, Taghi M. Khoshgoftaar
2017 — conf
Predicting sentinel node status in melanoma from a real-world EHR dataset.
BIBM
Aaron N. Richter, Taghi M. Khoshgoftaar
2016 Misc conf
Predicting Cancer Relapse with Clinical Data: A Survey of Current Techniques.
IRI
Aaron N. Richter, Taghi M. Khoshgoftaar
2016 B conf
Predicting Medical Provider Specialties to Detect Anomalous Insurance Claims.
ICTAI
Richard A. Bauder, Taghi M. Khoshgoftaar, Aaron N. Richter, Matthew Herland
2015 Misc conf
A Multi-dimensional Comparison of Toolkits for Machine Learning with Big Data.
IRI
Aaron N. Richter, Taghi M. Khoshgoftaar, Sara Landset, Tawfiq Hasanin
2015 J jnl
A survey of open source tools for machine learning with big data in the Hadoop ecosystem.
J. Big Data
Sara Landset, Taghi M. Khoshgoftaar, Aaron N. Richter, Tawfiq Hasanin
2015 B conf
Efficient Modeling of User-Entity Preference in Big Social Networks.
ICTAI
Aaron N. Richter, Michael Crawford, Brian Heredia, Taghi M. Khoshgoftaar
2015 J jnl
Survey of review spam detection using machine learning techniques.
J. Big Data
Michael Crawford, Taghi M. Khoshgoftaar, Joseph D. Prusa, Aaron N. Richter, Hamzah Al Najada