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AD-MERCS: Modeling Normality and Abnormality in Unsupervised Anomaly Detection

보고서

Author: Soenen, Jonas
Van Wolputte, Elia
Vercruyssen, Vincent
Meert, Wannes
Blockeel, Hendrik
DB Label: Database : arXiv

원문보기: Open Access (Arxiv)

DeepSaDe: Learning Neural Networks that Guarantee Domain Constraint Satisfaction

보고서

Author: Goyal, Kshitij
Dumancic, Sebastijan
Blockeel, Hendrik
DB Label: Database : arXiv

원문보기: Open Access (Arxiv)

Automatic Generation of Product Concepts from Positive Examples, with an Application to Music Streaming

보고서

Author: Goyal, Kshitij
Meert, Wannes
Blockeel, Hendrik
Van Wolputte, Elia
Vanderstraeten, Koen
Pijpops, Wouter
Jaspers, Kurt
DB Label: Database : arXiv

원문보기: Open Access (Arxiv)

Combining Predictions under Uncertainty: The Case of Random Decision Trees

보고서

issue: In International Conference on Discovery Science (pp. 78-93). Springer, Cham (2021)
Author: Busch, Florian
Kulessa, Moritz
Mencía, Eneldo Loza
Blockeel, Hendrik
DB Label: Database : arXiv

원문보기: Open Access (Arxiv)

SaDe: Learning Models that Provably Satisfy Domain Constraints

보고서

Author: Goyal, Kshitij
Dumancic, Sebastijan
Blockeel, Hendrik
DB Label: Database : arXiv

원문보기: Open Access (Arxiv)

FeaBI: A Feature Selection-Based Framework for Interpreting KG Embeddings

전자책

issue: The Semantic Web – ISWC 2023 : 22nd International Semantic Web Conference, Athens, Greece, November 6–10, 2023, Proceedings, Part I. 14265:599-617
Author: Ismaeil, Youmna^{Aff16, Aff17}
Stepanova, Daria^Aff16
Tran, Trung-Kien^Aff16
Blockeel, Hendrik^Aff17
DB Label: Database : Springer Nature eBooks

원문보기

Estimating Dynamic Time Warping Distance Between Time Series with Missing Data

전자책

issue: Machine Learning and Knowledge Discovery in Databases: Research Track : European Conference, ECML PKDD 2023, Turin, Italy, September 18–22, 2023, Proceedings, Part V. 14173:221-237
Author: Yurtman, Aras^{Aff12, Aff13}
Soenen, Jonas^{Aff12, Aff13}
Meert, Wannes^{Aff12, Aff13}
Blockeel, Hendrik^{Aff12, Aff13}
DB Label: Database : Springer Nature eBooks

원문보기

Automatic Generation of Product Concepts from Positive Examples, with an Application to Music Streaming

전자책

issue: Artificial Intelligence and Machine Learning : 34th Joint Benelux Conference, BNAIC/Benelearn 2022, Mechelen, Belgium, November 7–9, 2022, Revised Selected Papers. 1805:47-64
Author: Goyal, Kshitij^Aff9
Meert, Wannes^Aff9
Blockeel, Hendrik^Aff9
Van Wolputte, Elia^Aff9
Vanderstraeten, Koen^Aff10
Pijpops, Wouter^Aff10
Jaspers, Kurt^Aff10
DB Label: Database : Springer Nature eBooks

원문보기

SaDe: Learning Models that Provably Satisfy Domain Constraints

전자책

issue: Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part V. 13717:410-425
Author: Goyal, Kshitij^Aff13
Dumancic, Sebastijan^Aff14
Blockeel, Hendrik^Aff13
DB Label: Database : Springer Nature eBooks