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Ralph Abbey

3 papers hereh-index 461 citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • eess.IV1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

most citedData Clustering via Principal Direction Gap Partitioning

1 citations · 3 across the 3 of their papers we have counts for

collaborators

3 papers

eess.IV2019★ 1 cited

An AI-Augmented Lesion Detection Framework For Liver Metastases With Model Interpretability

Xin J. Hunt, Ralph Abbey, Ricky Tharrington +2

Colorectal cancer (CRC) is the third most common cancer and the second leading cause of cancer-related deaths worldwide. Most CRC deaths are the result of progression of metastases…

cs.LG2019★ 1 cited

High-Performance Support Vector Machines and Its Applications

Taiping He, Tao Wang, Ralph Abbey +1

The support vector machines (SVM) algorithm is a popular classification technique in data mining and machine learning. In this paper, we propose a distributed SVM algorithm and dem…

stat.ML2012★ 1 cited

Data Clustering via Principal Direction Gap Partitioning

Ralph Abbey, Jeremy Diepenbrock, Amy Langville +3

We explore the geometrical interpretation of the PCA based clustering algorithm Principal Direction Divisive Partitioning (PDDP). We give several examples where this algorithm brea…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.