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@inproceedings{DBLP:conf/sdm/AumullerC19,
  author       = {Martin Aum{\"{u}}ller and
                  Matteo Ceccarello},
  editor       = {Eirini Ntoutsi and
                  Erich Schubert and
                  Arthur Zimek and
                  Albrecht Zimmermann},
  title        = {Benchmarking Nearest Neighbor Search: Influence of Local Intrinsic
                  Dimensionality and Result Diversity in Real-World Datasets},
  booktitle    = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
                  in Data Mining and Machine Learning co-located with {SIAM} International
                  Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
                  May 4th, 2019},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2436},
  pages        = {14--23},
  publisher    = {CEUR-WS.org},
  year         = {2019},
  url          = {https://ceur-ws.org/Vol-2436/article\_3.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:23:21 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/AumullerC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BatarsehK19,
  author       = {Feras Batarseh and
                  Ajay Kulkarni},
  editor       = {Eirini Ntoutsi and
                  Erich Schubert and
                  Arthur Zimek and
                  Albrecht Zimmermann},
  title        = {Context-Driven Data Mining Through Bias Removal and Incompleteness
                  Mitigation},
  booktitle    = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
                  in Data Mining and Machine Learning co-located with {SIAM} International
                  Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
                  May 4th, 2019},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2436},
  pages        = {24--30},
  publisher    = {CEUR-WS.org},
  year         = {2019},
  url          = {https://ceur-ws.org/Vol-2436/article\_1.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/BatarsehK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Campello19,
  author       = {Ricardo J. G. B. Campello},
  editor       = {Eirini Ntoutsi and
                  Erich Schubert and
                  Arthur Zimek and
                  Albrecht Zimmermann},
  title        = {Evaluation of Unsupervised Learning Results: Making the Seemingly
                  Impossible Possible},
  booktitle    = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
                  in Data Mining and Machine Learning co-located with {SIAM} International
                  Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
                  May 4th, 2019},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2436},
  pages        = {4},
  publisher    = {CEUR-WS.org},
  year         = {2019},
  url          = {https://ceur-ws.org/Vol-2436/invited\_1.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/Campello19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Goethals19,
  author       = {Bart Goethals},
  editor       = {Eirini Ntoutsi and
                  Erich Schubert and
                  Arthur Zimek and
                  Albrecht Zimmermann},
  title        = {Lessons Learned from the {FIMI} Workshops},
  booktitle    = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
                  in Data Mining and Machine Learning co-located with {SIAM} International
                  Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
                  May 4th, 2019},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2436},
  pages        = {42},
  publisher    = {CEUR-WS.org},
  year         = {2019},
  url          = {https://ceur-ws.org/Vol-2436/invited\_3.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/Goethals19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Kandanaarachchi19,
  author       = {Sevvandi Kandanaarachchi and
                  Mario A. Mu{\~{n}}oz and
                  Kate Smith{-}Miles},
  editor       = {Eirini Ntoutsi and
                  Erich Schubert and
                  Arthur Zimek and
                  Albrecht Zimmermann},
  title        = {Instance Space Analysis for Unsupervised Outlier Detection},
  booktitle    = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
                  in Data Mining and Machine Learning co-located with {SIAM} International
                  Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
                  May 4th, 2019},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2436},
  pages        = {32--41},
  publisher    = {CEUR-WS.org},
  year         = {2019},
  url          = {https://ceur-ws.org/Vol-2436/article\_4.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/Kandanaarachchi19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LezcanoA19,
  author       = {Christian Lezcano and
                  Marta Arias},
  editor       = {Eirini Ntoutsi and
                  Erich Schubert and
                  Arthur Zimek and
                  Albrecht Zimmermann},
  title        = {Characterizing Transactional Databases for Frequent Itemset Mining},
  booktitle    = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
                  in Data Mining and Machine Learning co-located with {SIAM} International
                  Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
                  May 4th, 2019},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2436},
  pages        = {44--53},
  publisher    = {CEUR-WS.org},
  year         = {2019},
  url          = {https://ceur-ws.org/Vol-2436/article\_5.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/LezcanoA19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MaraLB19,
  author       = {Alexandru Mara and
                  Jefrey Lijffijt and
                  Tijl De Bie},
  editor       = {Eirini Ntoutsi and
                  Erich Schubert and
                  Arthur Zimek and
                  Albrecht Zimmermann},
  title        = {EvalNE: {A} Framework for Evaluating Network Embeddings on Link Prediction},
  booktitle    = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
                  in Data Mining and Machine Learning co-located with {SIAM} International
                  Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
                  May 4th, 2019},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2436},
  pages        = {5--13},
  publisher    = {CEUR-WS.org},
  year         = {2019},
  url          = {https://ceur-ws.org/Vol-2436/article\_2.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/MaraLB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NtoutsiSZZ19,
  author       = {Eirini Ntoutsi and
                  Erich Schubert and
                  Arthur Zimek and
                  Albrecht Zimmermann},
  editor       = {Eirini Ntoutsi and
                  Erich Schubert and
                  Arthur Zimek and
                  Albrecht Zimmermann},
  title        = {1st Workshop on Evaluation and Experimental Design in Data Mining
                  and Machine Learning {(EDML} 2019)},
  booktitle    = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
                  in Data Mining and Machine Learning co-located with {SIAM} International
                  Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
                  May 4th, 2019},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2436},
  pages        = {1--3},
  publisher    = {CEUR-WS.org},
  year         = {2019},
  url          = {https://ceur-ws.org/Vol-2436/summary.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/NtoutsiSZZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Radovanovic19,
  author       = {Milos Radovanovic},
  editor       = {Eirini Ntoutsi and
                  Erich Schubert and
                  Arthur Zimek and
                  Albrecht Zimmermann},
  title        = {Clustering Evaluation in High-Dimensional Data},
  booktitle    = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
                  in Data Mining and Machine Learning co-located with {SIAM} International
                  Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
                  May 4th, 2019},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2436},
  pages        = {43},
  publisher    = {CEUR-WS.org},
  year         = {2019},
  url          = {https://ceur-ws.org/Vol-2436/invited\_4.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/Radovanovic19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Smith-Miles19,
  author       = {Kate Smith{-}Miles},
  editor       = {Eirini Ntoutsi and
                  Erich Schubert and
                  Arthur Zimek and
                  Albrecht Zimmermann},
  title        = {Instance Spaces for Objective Assessment of Algorithms and Benchmark
                  Test Suites},
  booktitle    = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
                  in Data Mining and Machine Learning co-located with {SIAM} International
                  Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
                  May 4th, 2019},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2436},
  pages        = {31},
  publisher    = {CEUR-WS.org},
  year         = {2019},
  url          = {https://ceur-ws.org/Vol-2436/invited\_2.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/Smith-Miles19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2019edml,
  editor       = {Eirini Ntoutsi and
                  Erich Schubert and
                  Arthur Zimek and
                  Albrecht Zimmermann},
  title        = {Proceedings of the 1st Workshop on Evaluation and Experimental Design
                  in Data Mining and Machine Learning co-located with {SIAM} International
                  Conference on Data Mining {(SDM} 2019), Calgary, Alberta, Canada,
                  May 4th, 2019},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2436},
  publisher    = {CEUR-WS.org},
  year         = {2019},
  url          = {https://ceur-ws.org/Vol-2436},
  urn          = {urn:nbn:de:0074-2436-7},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/2019edml.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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