Efficient set-valued prediction in multi-class classification (English)
- New search for: Mortier, Thomas
- Further information on Mortier, Thomas:
- https://orcid.org/0000-0001-9650-9263
- New search for: Wydmuch, Marek
- New search for: Dembczyński, Krzysztof
- New search for: Hüllermeier, Eyke
- New search for: Waegeman, Willem
- New search for: Mortier, Thomas
- Further information on Mortier, Thomas:
- https://orcid.org/0000-0001-9650-9263
- New search for: Wydmuch, Marek
- New search for: Dembczyński, Krzysztof
- New search for: Hüllermeier, Eyke
- New search for: Waegeman, Willem
In:
Data Mining and Knowledge Discovery
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35
, 4
; 1435-1469
;
2021
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ISSN:
- Article (Journal) / Electronic Resource
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Title:Efficient set-valued prediction in multi-class classification
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Contributors:Mortier, Thomas ( author ) / Wydmuch, Marek ( author ) / Dembczyński, Krzysztof ( author ) / Hüllermeier, Eyke ( author ) / Waegeman, Willem ( author )
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Published in:Data Mining and Knowledge Discovery ; 35, 4 ; 1435-1469
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Publisher:
- New search for: Springer US
- New search for: Springer Science + Business Media B.V
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Place of publication:Dordrecht [u.a.]
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Publication date:2021
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ISSN:
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ZDBID:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
- New search for: 54.72$jKünstliche Intelligenz / 17.00$jSprach- und Literaturwissenschaft: Allgemeines / 06.74 / 54.64$jDatenbanken / 06.74$jInformationssysteme / 54.64 / 17.00 / 54.72
- Further information on Basic classification
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Keywords:
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Classification:
BKL: 54.72$jKünstliche Intelligenz / 17.00$jSprach- und Literaturwissenschaft: Allgemeines / 06.74 Informationssysteme / 54.64$jDatenbanken / 06.74$jInformationssysteme / 54.64 Datenbanken / 17.00 Sprach- und Literaturwissenschaft: Allgemeines / 54.72 Künstliche Intelligenz -
Source:
Table of contents – Volume 35, Issue 4
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1163
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Homophily outlier detection in non-IID categorical dataPang, Guansong / Cao, Longbing / Chen, Ling et al. | 2021
- 1225
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Mining full, inner and tail periodic patterns with perfect, imperfect and asynchronous periodicity simultaneouslyHuang, Jen-Wei / Jaysawal, Bijay Prasad / Wang, Cheng-Chung et al. | 2021
- 1258
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Widening: using parallel resources to improve model qualityBerthold, Michael R. / Fillbrunn, Alexander / Siebes, Arno et al. | 2021
- 1287
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Streaming changepoint detection for transition matricesPlasse, Joshua / Hoeltgebaum, Henrique / Adams, Niall M. et al. | 2021
- 1317
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Correction to: Streaming changepoint detection for transition matricesPlasse, Joshua / Hoeltgebaum, Henrique / Adams, Niall M. et al. | 2021
- 1318
-
Pseudoinverse graph convolutional networksAlfke, Dominik / Stoll, Martin et al. | 2021
- 1342
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Fast computation of Katz index for efficient processing of link prediction queriesCoşkun, Mustafa / Baggag, Abdelkader / Koyutürk, Mehmet et al. | 2021
- 1369
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A deep multimodal model for bug localizationZhu, Ziye / Li, Yun / Wang, Yu / Wang, Yaojing / Tong, Hanghang et al. | 2021
- 1393
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Extending greedy feature selection algorithms to multiple solutionsBorboudakis, Giorgos / Tsamardinos, Ioannis et al. | 2021
- 1435
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Efficient set-valued prediction in multi-class classificationMortier, Thomas / Wydmuch, Marek / Dembczyński, Krzysztof / Hüllermeier, Eyke / Waegeman, Willem et al. | 2021
- 1470
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Smoothed dilated convolutions for improved dense predictionWang, Zhengyang / Ji, Shuiwang et al. | 2021
- 1497
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Relational Learning Analysis of Social Politics using Knowledge Graph EmbeddingAbu-Salih, Bilal / Al-Tawil, Marwan / Aljarah, Ibrahim / Faris, Hossam / Wongthongtham, Pornpit / Chan, Kit Yan / Beheshti, Amin et al. | 2021
- 1537
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What’s in a name? – gender classification of names with character based machine learning modelsHu, Yifan / Hu, Changwei / Tran, Thanh / Kasturi, Tejaswi / Joseph, Elizabeth / Gillingham, Matt et al. | 2021
- 1564
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Handling imbalance in hierarchical classification problems using local classifiers approachesPereira, Rodolfo M. / Costa, Yandre M. G. / Silla, Carlos N. et al. | 2021
- 1622
-
Correlations between random projections and the bivariate normalKang, Keegan et al. | 2021
- 1654
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An overlap sensitive neural network for class imbalanced dataShahee, Shaukat Ali / Ananthakumar, Usha et al. | 2021
- 1688
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CrashNet: an encoder–decoder architecture to predict crash test outcomesBelaid, Mohamed Karim / Rabus, Maximilian / Krestel, Ralf et al. | 2021
- 1710
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Guest editorial: Special issue on mining for healthSpiliopoulou, Myra / Papapetrou, Panagiotis et al. | 2021
- 1713
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Adversarial balancing-based representation learning for causal effect inference with observational dataDu, Xin / Sun, Lei / Duivesteijn, Wouter / Nikolaev, Alexander / Pechenizkiy, Mykola et al. | 2021
- 1739
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Affinity analysis for studying physicians’ prescription behavior.Varlamis, Iraklis et al. | 2021
- 1760
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Feature extraction from unequal length heterogeneous EHR time series via dynamic time warping and tensor decompositionZhang, Chi / Fanaee-T, Hadi / Thoresen, Magne et al. | 2021
- 1785
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Predictive modeling of infant mortalitySaravanou, Antonia / Noelke, Clemens / Huntington, Nicholas / Acevedo-Garcia, Dolores / Gunopulos, Dimitrios et al. | 2021