Method Evaluation, Parametrization, and Result Validation in Unsupervised Data Mining: A Critical Survey
Albrecht Zimmermann
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery , 2019,
⟨10.1002/widm.1330⟩
Journal articles
hal-02284852v1
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Basketball predictions in the NCAAB and NBA: Similarities and differences
Albrecht Zimmermann
Statistical Analysis and Data Mining: The ASA Data Science Journal , 2016, 9 (5), pp.350 - 364.
⟨10.1002/sam.11319⟩
Journal articles
hal-01597747v1
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Pharmacophores vs Circular Fingerprints with Learned Feature Transformation Before Clustering. Comparative Studies on Bcr-Abl Data
Hajar Rehioui
,
Abdelkader Ouali
,
Alban Lepailleur
,
Jean-Luc Lamotte
,
Albrecht Zimmermann
,
et al.
8th Chemoinformatics Strasbourg Summer School , Jun 2022, Strasbourg, France.
Poster communications
hal-03786907v1
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Proceedings of the 2nd Workshop on Machine Learning and Data Mining for Sports Analytics (MLSA 2015), Porto, Portugal
Albrecht Zimmermann
2015
Books
hal-01628027v1
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Efficiently Finding Conceptual Clustering Models with Integer Linear Programming
Abdelkader Ouali
,
Samir Loudni
,
Yahia Lebbah
,
Patrice Boizumault
,
Albrecht Zimmermann
,
et al.
25th International Joint Conferences on Artificial Intelligence , Jul 2016, New York, United States
Conference papers
hal-01597804v1
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Mining communities and their descriptions on attributed graphs: a survey
Martin Atzmueller
,
Stephan Günnemann
,
Albrecht Zimmermann
Journal articles
hal-03177679v1
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Link Prediction via Community Detection in Bipartite Multi-Layer Graphs
Maksim Koptelov
,
Albrecht Zimmermann
,
Bruno Crémilleux
Workshop GEM: Graph Embedding and Mining co-located with ECML/PKDD 2019 , Sep 2019, Wurzburg, Germany
Conference papers
hal-02474973v1
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Link Prediction in Multi-layer Networks and Its Application to Drug Design
Maksim Koptelov
,
Albrecht Zimmermann
,
Bruno Crémilleux
17th International Symposium on Advances in Intelligent Data Analysis , Oct 2018, ’s-Hertogenbosch,, Netherlands. pp.175-187
Conference papers
hal-01939475v1
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What can connectivity characteristics of networks tell us about the quality of link predictions?
Maksim Koptelov
,
Albrecht Zimmermann
GEM: Graph Embedding and Mining @ ECML PKDD 2019 , Sep 2019, Würzburg, Germany
Conference papers
hal-02480288v1
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Interactive Pattern Mining using Discriminant Sub-patterns as Dynamic Features
Arnold Hien
,
Samir Loudni
,
Noureddine Aribi
,
Abdelkader Ouali
,
Albrecht Zimmermann
PAKDD 2023: 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining , Mar 2023, Osaka (Japon), Japan. pp.252-263,
⟨10.1007/978-3-031-33374-3_20⟩
Conference papers
hal-04042541v1
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An Experimental Approach For Information Extraction in Multi-Party Dialogue Discourse
Pegah Alizadeh
,
Peggy Cellier
,
Thierry Charnois
,
Bruno Crémilleux
,
Albrecht Zimmermann
CICLing 2018 - 19th International Conference on Computational Linguistics and Intelligent Text Processing , Mar 2018, Hanoi, Vietnam. pp.1-14
Conference papers
hal-01804147v1
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Wages of wins: could an amateur make money from match outcome predictions?
Albrecht Zimmermann
Proceedings of the 4th Workshop on Machine Learning and Data Mining for Sports Analytics co-located with 2017 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017) , Sep 2017, Skopje, Macedonia
Conference papers
hal-01628009v1
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PrePeP – A Tool for the Identification and Characterization of Pan Assay Interference Compounds
Maksim Koptelov
,
Albrecht Zimmermann
,
Pascal Bonnet
,
Ronan Bureau
,
Bruno Crémilleux
24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining , Aug 2018, Londres, United Kingdom. pp.462-471,
⟨10.1145/3219819.3219849⟩
Conference papers
hal-01939468v1
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Wave Top-k Random-d Family Search : comment guider un expert dans un espace structuré
Etienne Lehembre
,
Bruno Cremilleux
,
Bertrand Cuissart
,
Abdelkader Ouali
,
Albrecht Zimmermann
23ème Journées Francophones Extraction et Gestion de Connaissances , Jan 2023, Lyon, France. pp.103-114
Conference papers
hal-04027618v1
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Objectively evaluating condensed representations and interestingness measures for frequent itemset mining
Albrecht Zimmermann
Journal articles
hal-01627685v1
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Proceedings of the 4nd Workshop on Machine Learning and Data Mining for Sports Analytics (MLSA 2017), Skopje, Macédoine
Albrecht Zimmermann
2017
Books
hal-01628024v1
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Towards a structural characterization of Pan Assay Interference Compounds
Maksim Koptelov
,
Albrecht Zimmermann
,
Bruno Crémilleux
8èmes journées de la Société Française de Chémoinformatique (SFCi 2017) , 2017, Orléans, France
Conference papers
hal-01627307v1
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LPbyCD: a new scalable and interpretable approach for Link Prediction via Community Detection in bipartite networks
Maksim Koptelov
,
Albrecht Zimmermann
,
Bruno Crémilleux
,
Lina F Soualmia
Journal articles
hal-03728375v1
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Using Data Science to Improve the Identification of Plant Nutritional Status
David Condaminet
,
Albrecht Zimmermann
,
Bastien Billiot
,
Bruno Crémilleux
,
Sylvain Pluchon
Conference papers
hal-02934489v1
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PrePeP: A light-weight, extensible tool for predicting frequent hitters
Christophe Couronne
,
Maksim Koptelov
,
Albrecht Zimmermann
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2020 , Sep 2020, Gand (virtual conference), Belgium
Conference papers
hal-02935081v1
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Integer Linear Programming for Pattern Set Mining; with an Application to Tiling
Abdelkader Ouali
,
Albrecht Zimmermann
,
Samir Loudni
,
Yahia Lebbah
,
Bruno Crémilleux
,
et al.
Conference papers
hal-01597819v1
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Guest editorial: Special issue on sports analytics
Ulf Brefeld
,
Albrecht Zimmermann
Journal articles
hal-01597823v1
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Profiling users of the Vélo 'v bike sharing system
Albrecht Zimmermann
,
Mehdi Kaytoue
,
Marc Plantevit
,
Céline Robardet
,
Jean-François Boulicaut
2nd International Workshop on Mining Urban Data (MUD) , Ioannis Katakis, François Schnitzler, Thomas Liebig, Dimitrios Gunopulos, Katharina Morik,Gennady L. Andrienko, Shie Mannor, Jul 2015, Lille, France. pp.63-64
Conference papers
hal-01193017v1
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Gazouille: Detecting and Illustrating Local Events from Geolocalized Social Media Streams
Houdyer Pierre
,
Albrecht Zimmermann
,
Mehdi Kaytoue
,
Marc Plantevit
,
Joseph Mitchell
,
et al.
Conference papers
hal-01193030v1
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Étude Expérimentale d'Extraction d'Information dans des Retranscriptions de Réunions
Pegah Alizadeh
,
Peggy Cellier
,
Thierry Charnois
,
Bruno Crémilleux
,
Albrecht Zimmermann
Traitement automatique du langage naturel (TALN) , May 2018, Rennes, France
Conference papers
hal-01804162v1
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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)
Eirini Ntoutsi
,
Erich Schubert
,
Arthur Zimek
,
Albrecht Zimmermann
2019
Books
hal-02284857v1
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Link Prediction via Community Detection in Bipartite Multi-Layer Graphs
Maksim Koptelov
,
Albrecht Zimmermann
,
Bruno Crémilleux
,
Lina F. Soualmia
Conference papers
hal-02474290v1
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Machine Learning and Data Mining for Sports Analytics
Ulf Brefeld
,
Jesse Davis
,
Jan van Haaren
,
Albrecht Zimmermann
Proceedings
hal-04028954v1
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ECML PKDD 2020 Workshops Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14–18, 2020, Proceedings
Albrecht Zimmermann
,
Irena Koprinska
,
Michael Kamp
,
Annalisa Appice
,
Corrado Loglisci
,
et al.
Books
hal-03130787v1
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Machine Learning and Data Mining for Sports Analytics, 5th International Workshop, MLSA 2018, Co-located with ECML/PKDD 2018, Dublin, Ireland, September 10, 2018, Proceedings
Ulf Brefeld
,
Jesse Davis
,
Jan van Haaren
,
Albrecht Zimmermann
2019
Books
hal-02108726v1
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