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researcher

M. Roantree

16 papers hereh-index 171.4k citations185 works total

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

author position
  • first author2
  • middle author2
  • last author11

Across the 15 of 16 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.DL2
  • cs.CL1
  • cs.CY1
  • cs.DB1
  • cs.SI1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedAdapting Physics-Informed Neural Networks to Improve ODE Optimization in Mosquito Population Dynamics

14 citations · 14 across the 15 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023

Exploring the Trie of Rules: a fast data structure for the representation of association rules

Mikhail Kudriavtsev, Marija Bezbradica, Andrew McCarren

Association rule mining techniques can generate a large volume of sequential data when implemented on transactional databases. Extracting insights from a large set of association r…

cs.DL2023

Constructing a Searchable Knowledge Repository for FAIR Climate Data

Mark Roantree, Branislava Lalic, Stevan Savic +2

The development of a knowledge repository for climate science data is a multidisciplinary effort between the domain experts (climate scientists), data engineers whos skills include…

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