Concepedia

Matthias Jakobs

MJ

6

Publications

96

Citations

6

H-Index

2021

Active since

Affiliations

TU Dortmund University(Current)

Fraunhofer Institute for Intelligent Analysis and Information Systems

Matthias Jakobs is an author at TU Dortmund University specializing in data science, engineering, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningManagementExplainable AiInterpretabilityAutomated ReasoningKnowledge DiscoveryPredictive Analytics

Publications per year

2021–2025

6

Publications

6

Explainable Machine Learning with Prior Knowledge: An Overview

Katharina Beckh, Sebastian Müller, Matthias Jakobs et al. · arXiv (Cornell University) · 2021 · 30 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Yes we care!-Certification for machine learning methods through the care label framework

Katharina Morik, Helena Kotthaus, Raphael Fischer et al. · Frontiers in Artificial Intelligence · 2022 · 15 citations · Full text

Explainable online ensemble of deep neural network pruning for time series forecasting

Amal Saadallah, Matthias Jakobs, Katharina Morik · Machine Learning · 2022 · 15 citations · Full text

Forecasting Methodology, Recurrent Neural Network, Engineering +14

Harnessing Prior Knowledge for Explainable Machine Learning: An Overview

Katharina Beckh, Sebastian Müller, Matthias Jakobs et al. · 2023 · 14 citations

Artificial Intelligence, Natural Language Processing, Interactive Machine Learning +15

Explaining Quantum Circuits with Shapley Values: Towards Explainable Quantum Machine Learning

Raoul Heese, Thore Gerlach, Sascha Mücke et al. · arXiv (Cornell University) · 2023 · 12 citations · Full text

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