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researcher

J. Monsen

2 papers hereh-index 456 citations10 works total

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

author position
  • first author1
  • middle author1

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

fields
  • cs.AI1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedInterpretable Pre-Trained Transformers for Heart Time-Series Data

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

cs.AI2026

Reasonable Motion: A General ASP Foundation for Environment Constrained Movement Trajectory Computation

Julius Monsen, Jakob Suchan, Mehul Bhatt +1

We present a general answer set programming based hybrid quantitative-qualitative method for computing constrained branching trajectory modes for moving objects in real-world setti…

cs.LG2024★ 2 cited

Interpretable Pre-Trained Transformers for Heart Time-Series Data

Harry J. Davies, James Monsen, Danilo P. Mandic

Decoder-only transformers are the backbone of the popular generative pre-trained transformer (GPT) series of large language models. In this work, we employ this framework to the an…

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