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Found 636 Documents (Results 1–100)

Description quivers for compact representation of concept lattices and ensembles of decision trees. (English) Zbl 07786586

Dürrschnabel, Dominik (ed.) et al., Formal concept analysis. 17th international conference, ICFCA 2023, Kassel, Germany, July 17–21, 2023. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13934, 127-142 (2023).
MSC:  68T30
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Score-based explanations in data management and machine learning: an answer-set programming approach to counterfactual analysis. (English) Zbl 1524.68114

Šimkus, Mantas (ed.) et al., Reasoning web. Declarative artificial intelligence. 17th international summer school 2021, Leuven, Belgium, September 8–15, 2021. Tutorial lectures. Cham: Springer. Lect. Notes Comput. Sci. 13100, 145-184 (2022).
MSC:  68P15 68N17
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Influence maximization in complex networks through supervised machine learning. (English) Zbl 07616713

Benito, Rosa Maria (ed.) et al., Complex networks & their applications X. Proceedings of the 10th international conference, COMPLEX NETWORKS 2021, Madrid, Spain, November 30 – December 2, 2021. Volume 2. Cham: Springer. Stud. Comput. Intell. 1016, 217-228 (2022).
MSC:  68Txx
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A new exploitation scheme in the context of bipolar classifiers. (English) Zbl 1509.68230

Cornejo, María Eugenia (ed.) et al., Computational intelligence and mathematics for tackling complex problems 2. Selected papers based on the presentations at the 11th European symposium on computational intelligence and mathematics, Toledo, Spain, October 2–5, 2019. Cham: Springer. Stud. Comput. Intell. 955, 1-9 (2022).
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Shattering inequalities for learning optimal decision trees. (English) Zbl 1502.68254

Schaus, Pierre (ed.), Integration of constraint programming, artificial intelligence, and operations research. 19th international conference, CPAIOR 2022, Los Angeles, CA, USA, June 20–23, 2022. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13292, 74-90 (2022).
MSC:  68T05 90C11
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Uncertainty-aware resampling method for imbalanced classification using evidence theory. (English) Zbl 07542353

Vejnarová, Jiřina (ed.) et al., Symbolic and quantitative approaches to reasoning with uncertainty. 16th European conference, ECSQARU 2021, Prague, Czech Republic, September 21–24, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12897, 342-353 (2021).
MSC:  68T37
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Decision concept lattice vs. decision trees and random forests. (English) Zbl 07493564

Braud, Agnès (ed.) et al., Formal concept analysis. 16th international conference, ICFCA 2021, Strasbourg, France, June 29 – July 2, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12733, 252-260 (2021).
MSC:  68T30
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