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researcher

T. Havens

2 papers here

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.NE1

identity via Semantic Scholar / OpenAlex

most citedEnabling Explainable Fusion in Deep Learning with Fuzzy Integral Neural Networks

82 citations · 82 across the 1 of their papers we have counts for

collaborators

2 papers

cs.AI2020

Fuzzy Integral = Contextual Linear Order Statistic

Derek Anderson, Matthew Deardorff, Timothy Havens +5

The fuzzy integral is a powerful parametric nonlin-ear function with utility in a wide range of applications, from information fusion to classification, regression, decision making…

cs.NE2019★ 82 cited

Enabling Explainable Fusion in Deep Learning with Fuzzy Integral Neural Networks

Muhammad Aminul Islam, Derek T. Anderson, Anthony J. Pinar +3

Information fusion is an essential part of numerous engineering systems and biological functions, e.g., human cognition. Fusion occurs at many levels, ranging from the low-level co…

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