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Springe zu: Buchbeitrag | Konferenzbeitrag
Anzahl der Publikationen: 8
Buchbeitrag
Cheng, Weiwei; Rademaker, Michaël; De Baets, Bernard und Hüllermeier, Eyke 
ORCID: https://orcid.org/0000-0002-9944-4108
(2010):
Predicting Partial Orders: Ranking with Abstention.
In: Balcázar, José Luis; Bonchi, Francesco; Gionis, Aristides und Sebag, Michèle (Hrsg.):
Machine Learning and Knowledge Discovery in Databases. European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part I. Lecture Notes in Computer Science, Bd. 6321. Berlin, Heidelberg: Springer. S. 215-230
ORCID: https://orcid.org/0000-0002-9944-4108
(2010):
Predicting Partial Orders: Ranking with Abstention.
In: Balcázar, José Luis; Bonchi, Francesco; Gionis, Aristides und Sebag, Michèle (Hrsg.):
Machine Learning and Knowledge Discovery in Databases. European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part I. Lecture Notes in Computer Science, Bd. 6321. Berlin, Heidelberg: Springer. S. 215-230
Dembczyński, Krzysztof; Waegeman, Willem; Cheng, Weiwei und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2010):
Regret Analysis for Performance Metrics in Multi-Label Classification: The Case of Hamming and Subset Zero-One Loss.
In: Balcázar, José Luis; Bonchi, Francesco; Gionis, Aristides und Sebag, Michèle (Hrsg.):
Machine Learning and Knowledge Discovery in Databases. European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part I. Lecture Notes in Computer Science, Bd. 6321. Berlin, Heidelberg: Springer. S. 280-295
ORCID: https://orcid.org/0000-0002-9944-4108
(2010):
Regret Analysis for Performance Metrics in Multi-Label Classification: The Case of Hamming and Subset Zero-One Loss.
In: Balcázar, José Luis; Bonchi, Francesco; Gionis, Aristides und Sebag, Michèle (Hrsg.):
Machine Learning and Knowledge Discovery in Databases. European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part I. Lecture Notes in Computer Science, Bd. 6321. Berlin, Heidelberg: Springer. S. 280-295
Konferenzbeitrag
Dandl, Susanne ORCID: https://orcid.org/0000-0003-4324-4163; Casalicchio, Giuseppe ORCID: https://orcid.org/0000-0001-5324-5966; Bischl, Bernd ORCID: https://orcid.org/0000-0001-6002-6980 und Bothmann, Ludwig ORCID: https://orcid.org/0000-0002-1471-6582
(2023):
Interpretable Regional Descriptors: Hyperbox-Based Local Explanations.
ECML PKDD 2023, Torino, Italy, September 18 -22 2023.
Koutra, Danai; Plant, Claudia; Gomez Rodriguez, Manuel; Baralis, Elena und Bonchi, Francesco (Hrsg.):
In: Machine Learning and Knowledge Discovery in Databases : Research Track : European conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023 : proceedings,
Bd. 14171
Cham: Springer. S. 479-495
ORCID: https://orcid.org/0000-0003-4324-4163; Casalicchio, Giuseppe ORCID: https://orcid.org/0000-0001-5324-5966; Bischl, Bernd ORCID: https://orcid.org/0000-0001-6002-6980 und Bothmann, Ludwig ORCID: https://orcid.org/0000-0002-1471-6582
(2023):
Interpretable Regional Descriptors: Hyperbox-Based Local Explanations.
ECML PKDD 2023, Torino, Italy, September 18 -22 2023.
Koutra, Danai; Plant, Claudia; Gomez Rodriguez, Manuel; Baralis, Elena und Bonchi, Francesco (Hrsg.):
In: Machine Learning and Knowledge Discovery in Databases : Research Track : European conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023 : proceedings,
Bd. 14171
Cham: Springer. S. 479-495
Rauch, Lukas; Aßenmacher, Matthias ORCID: https://orcid.org/0000-0003-2154-5774; Huseljic, Denis; Wirth, Moritz; Bischl, Bernd ORCID: https://orcid.org/0000-0001-6002-6980 und Sick, Bernhard
(2023):
ActiveGLAE: A Benchmark for Deep Active Learning with Transformers.
European Conference, ECML PKDD 2023, Turin, Italy, September 18–22, 2023.
Koutra, Danai ORCID: https://orcid.org/0000-0002-3206-8179; Plant, Claudia ORCID: https://orcid.org/0000-0001-5274-8123; Gomez Rodriguez, Manuel ORCID: https://orcid.org/0000-0003-3930-1161; Baralis, Elena ORCID: https://orcid.org/0000-0001-9231-467X und Bonchi, Francesco ORCID: https://orcid.org/0000-0001-9464-8315 (Hrsg.):
In: Machine Learning and Knowledge Discovery in Databases: Research Track : European Conference, ECML PKDD 2023, Turin, Italy, September 18–22, 2023, Proceedings, Part I,
Bd. 14169
Cham: Springer. S. 55-74
ORCID: https://orcid.org/0000-0003-2154-5774; Huseljic, Denis; Wirth, Moritz; Bischl, Bernd ORCID: https://orcid.org/0000-0001-6002-6980 und Sick, Bernhard
(2023):
ActiveGLAE: A Benchmark for Deep Active Learning with Transformers.
European Conference, ECML PKDD 2023, Turin, Italy, September 18–22, 2023.
Koutra, Danai ORCID: https://orcid.org/0000-0002-3206-8179; Plant, Claudia ORCID: https://orcid.org/0000-0001-5274-8123; Gomez Rodriguez, Manuel ORCID: https://orcid.org/0000-0003-3930-1161; Baralis, Elena ORCID: https://orcid.org/0000-0001-9231-467X und Bonchi, Francesco ORCID: https://orcid.org/0000-0001-9464-8315 (Hrsg.):
In: Machine Learning and Knowledge Discovery in Databases: Research Track : European Conference, ECML PKDD 2023, Turin, Italy, September 18–22, 2023, Proceedings, Part I,
Bd. 14169
Cham: Springer. S. 55-74
Ding, Zifeng; Wu, Jingpei; Li, Zongyue; Ma, Yunpu ORCID: https://orcid.org/0000-0001-6112-8794 und Tresp, Volker ORCID: https://orcid.org/0000-0001-9428-3686
(2023):
Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs Using Confidence-Augmented Reinforcement Learning.
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Turin, Italy, Sep 18-22, 2023.
Koutra, Danai; Plant, Claudia; Gomez Rodriguez, Manuel; Baralis, Elena und Bonchi, Francesco (Hrsg.):
In: Machine Learning and Knowledge Discovery in Databases: Research Track,
Bd. 14171
Cham: Springer. S. 550-566
ORCID: https://orcid.org/0000-0001-6112-8794 und Tresp, Volker ORCID: https://orcid.org/0000-0001-9428-3686
(2023):
Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs Using Confidence-Augmented Reinforcement Learning.
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Turin, Italy, Sep 18-22, 2023.
Koutra, Danai; Plant, Claudia; Gomez Rodriguez, Manuel; Baralis, Elena und Bonchi, Francesco (Hrsg.):
In: Machine Learning and Knowledge Discovery in Databases: Research Track,
Bd. 14171
Cham: Springer. S. 550-566
Gilhuber, Sandra; Hvingelby, Rasmus; Fok, Mang Ling Ada und Seidl, Thomas ORCID: https://orcid.org/0000-0002-4861-1412
(2023):
How to Overcome Confirmation Bias in Semi-Supervised Image Classification by Active Learning.
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Turin, Italy, 18.-22. September 2023.
Koutra, Danai; Plant, Claudia; Gomez Rodriguez, Manuel; Baralis, Elena und Bonchi, Francesco (Hrsg.):
In: Machine Learning and Knowledge Discovery in Databases: Research Track, Lecture Notes in Artificial Intelligence
Bd. 14170
Cham: Springer. S. 330-347
ORCID: https://orcid.org/0000-0002-4861-1412
(2023):
How to Overcome Confirmation Bias in Semi-Supervised Image Classification by Active Learning.
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Turin, Italy, 18.-22. September 2023.
Koutra, Danai; Plant, Claudia; Gomez Rodriguez, Manuel; Baralis, Elena und Bonchi, Francesco (Hrsg.):
In: Machine Learning and Knowledge Discovery in Databases: Research Track, Lecture Notes in Artificial Intelligence
Bd. 14170
Cham: Springer. S. 330-347
Klein, Mauritius; Leiber, Collin ORCID: https://orcid.org/0000-0001-5368-5697 und Böhm, Christian ORCID: https://orcid.org/0000-0002-2237-9969
(2023):
k-SubMix: Common Subspace Clustering on Mixed-Type Data.
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Turin, Italy, 18.-22. September 2023.
Koutra, Danai; Plant, Claudia; Gomez Rodriguez, Manuel; Baralis, Elena und Bonchi, Francesco (Hrsg.):
In: Machine Learning and Knowledge Discovery in Databases: Research Track, Lecture Notes in Computer Science
Bd. 14169
Cham: Springer. S. 662-677
ORCID: https://orcid.org/0000-0001-5368-5697 und Böhm, Christian ORCID: https://orcid.org/0000-0002-2237-9969
(2023):
k-SubMix: Common Subspace Clustering on Mixed-Type Data.
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Turin, Italy, 18.-22. September 2023.
Koutra, Danai; Plant, Claudia; Gomez Rodriguez, Manuel; Baralis, Elena und Bonchi, Francesco (Hrsg.):
In: Machine Learning and Knowledge Discovery in Databases: Research Track, Lecture Notes in Computer Science
Bd. 14169
Cham: Springer. S. 662-677
Gilhuber, Sandra; Busch, Julian; Rotthues, Daniel; Frey, Christian M. M. ORCID: https://orcid.org/0000-0003-2458-6651 und Seidl, Thomas ORCID: https://orcid.org/0000-0002-4861-1412
(2023):
DiffusAL: Coupling Active Learning with Graph Diffusion for Label-Efficient Node Classification.
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Turin, Italy, 18.- 22. September 2023.
Koutra, Danai; Plant, Claudia; Gomez Rodriguez, Manuel; Baralis, Elena und Bonchi, Francesco (Hrsg.):
In: Machine Learning and Knowledge Discovery in Databases: Research Track, Lecture Notes in Computer Science
Bd. 14169
Cham: Springer. S. 75-91
ORCID: https://orcid.org/0000-0003-2458-6651 und Seidl, Thomas ORCID: https://orcid.org/0000-0002-4861-1412
(2023):
DiffusAL: Coupling Active Learning with Graph Diffusion for Label-Efficient Node Classification.
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Turin, Italy, 18.- 22. September 2023.
Koutra, Danai; Plant, Claudia; Gomez Rodriguez, Manuel; Baralis, Elena und Bonchi, Francesco (Hrsg.):
In: Machine Learning and Knowledge Discovery in Databases: Research Track, Lecture Notes in Computer Science
Bd. 14169
Cham: Springer. S. 75-91