Concepedia

Tobias Scheffer

TS

Statistics

Publications

65

Citations

5.8K

H-Index

35

Active since

1997

Affiliations

University of Potsdam(Current)

Humboldt-Universität zu Berlin

Max Planck Institute for Informatics

Saarland University

Max Planck Society

Tobias Scheffer is an author at University of Potsdam specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningKnowledge DiscoveryData MiningText MiningPattern RecognitionInformation RetrievalNatural Language Processing

Publications per year

1997–2024

65

Publications

65

International Conference on Machine Learning (ICML-99).

Tobias Scheffer · Künstliche Intell. · 1999 · 1K citations

Artificial Intelligence, Engineering, Machine Learning +6

Multi-View Clustering

Steffen Bickel, Tobias Scheffer · 2005 · 714 citations

Available Attributes, Document Clustering, Multiple Instance Learning +14

Discriminative learning for differing training and test distributions

Steffen Bickel, Michael Brückner, Tobias Scheffer · 2007 · 385 citations

Data Classification, Classification Method, Engineering +15

RainNet v1.0: a convolutional neural network for radar-based precipitation nowcasting

Georgy Ayzel, Tobias Scheffer, Maik Heistermann · Geoscientific model development · 2020 · 298 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +17

Discriminative Learning Under Covariate Shift

Steffen Bickel, Michael Brückner, Tobias Scheffer · 2009 · 242 citations

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