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Dominique Mercier

15 papers hereh-index 10299 citations21 works total

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

author position
  • first author11
  • middle author3

Across the 14 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • cs.AI2
  • cs.CL2
  • cs.IR1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedTSViz: Demystification of Deep Learning Models for Time-Series Analysis

100 citations · 191 across the 15 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2022★ 1 cited

Time to Focus: A Comprehensive Benchmark Using Time Series Attribution Methods

Dominique Mercier, Jwalin Bhatt, Andreas Dengel +1

In the last decade neural network have made huge impact both in industry and research due to their ability to extract meaningful features from imprecise or complex data, and by ach…

cs.AI2020★ 2 cited

P2ExNet: Patch-based Prototype Explanation Network

Dominique Mercier, Andreas Dengel, Sheraz Ahmed

Deep learning methods have shown great success in several domains as they process a large amount of data efficiently, capable of solving complex classification, forecast, segmentat…

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