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Sebastijan Dumancic

13 papers hereh-index 132k citations33 works total

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

author position
  • first author3
  • middle author9

Across the 12 of 13 papers where every author was matched, so the position is known.

fields
  • cs.AI7
  • cs.LG4
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20162023
most citedFeature Interactions in XGBoost

8 citations · 8 across the 3 of their papers we have counts for

collaborators
Showing stat.MLShow all

2 papers · 1 filter

stat.ML2018

COBRAS-TS: A new approach to Semi-Supervised Clustering of Time Series

Toon Van Craenendonck, Wannes Meert, Sebastijan Dumancic +1

Clustering is ubiquitous in data analysis, including analysis of time series. It is inherently subjective: different users may prefer different clusterings for a particular dataset…

stat.ML2016

Theory reconstruction: a representation learning view on predicate invention

Sebastijan Dumancic, Wannes Meert, Hendrik Blockeel

With this positional paper we present a representation learning view on predicate invention. The intention of this proposal is to bridge the relational and deep learning communitie…

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