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researcher

A. Airola

23 papers hereh-index 303.5k citations130 works total

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

author position
  • first author2
  • middle author17
  • last author4

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • cs.LG14
  • stat.ML6
  • stat.AP2
  • cs.CR1

identity via Semantic Scholar / OpenAlex

activity
20102026
most citedEmpirical investigation of multi-source cross-validation in clinical ECG classification

34 citations · 181 across the 23 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.LG2021

Training neural networks with synthetic electrocardiograms

Matti Kaisti, Juho Laitala, Antti Airola

We present a method for training neural networks with synthetic electrocardiograms that mimic signals produced by a wearable single lead electrocardiogram monitor. We use domain ra…

cs.LG2021

A Link between Coding Theory and Cross-Validation with Applications

Tapio Pahikkala, Parisa Movahedi, Ileana Montoya +4

How many different binary classification problems a single learning algorithm can solve on a fixed data with exactly zero or at most a given number of cross-validation errors? Whil…

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