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T. Hocking

12 papers hereh-index 203.4k citations82 works total

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

author position
  • first author5
  • middle author5
  • last author2

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • stat.ML4
  • eess.SP3
  • stat.CO2
  • cs.LG1
  • q-bio.QM1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20152021
most citedA log-linear time algorithm for constrained changepoint detection

15 citations · 32 across the 9 of their papers we have counts for

collaborators
Showing eess.SPShow all

3 papers · 1 filter

eess.SP2021★ 12 cited

A Greedy Graph Search Algorithm Based on Changepoint Analysis for Automatic QRS Complex Detection

Atiyeh Fotoohinasab, Toby Hocking, Fatemeh Afghah

The electrocardiogram (ECG) signal is the most widely used non-invasive tool for the investigation of cardiovascular diseases. Automatic delineation of ECG fiducial points, in part…

eess.SP2021

A Graph-Constrained Changepoint Learning Approach for Automatic QRS-Complex Detection

Atiyeh Fotoohinasab, Toby Hocking, Fatemeh Afghah

This study presents a new viewpoint on ECG signal analysis by applying a graph-based changepoint detection model to locate R-peak positions. This model is based on a new graph lear…

eess.SP2020

A Graph-constrained Changepoint Detection Approach for ECG Segmentation

Atiyeh Fotoohinasab, Toby Hocking, Fatemeh Afghah

Electrocardiogram (ECG) signal is the most commonly used non-invasive tool in the assessment of cardiovascular diseases. Segmentation of the ECG signal to locate its constitutive w…

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