2024

Ochs, Daniel ; Wiertz, Karsten ; Bußmann, Sebastian ; Kersting, Kristian ; Dhami, Devendra Singh (2024)
Effective Risk Detection for Natural Gas Pipelines Using Low-Resolution Satellite Images.
In: Remote Sensing, 2024, 16 (2)
doi: 10.26083/tuprints-00027169
Article, Secondary publication, Publisher's Version

Yan, Siwen ; Odom, Phillip ; Pasunuri, Rahul ; Kersting, Kristian ; Natarajan, Sriraam (2024)
Learning with privileged and sensitive information: a gradient-boosting approach.
In: Frontiers in Artificial Intelligence, 2023, 6
doi: 10.26083/tuprints-00027142
Article, Secondary publication, Publisher's Version

Kersting, Kristian (2024)
Editorial: Rethinking Computer Science Through AI.
In: KI - Künstliche Intelligenz : German Journal of Artificial Intelligence, 2020, 34 (4)
doi: 10.26083/tuprints-00024015
Article, Secondary publication, Publisher's Version

Shao, Xiaoting ; Rienstra, Tjitze ; Thimm, Matthias ; Kersting, Kristian (2024)
Towards Understanding and Arguing with Classifiers: Recent Progress.
In: Datenbank-Spektrum : Zeitschrift für Datenbanktechnologien und Information Retrieval, 2020, 20 (2)
doi: 10.26083/tuprints-00024012
Article, Secondary publication, Publisher's Version

Galassi, Andrea ; Kersting, Kristian ; Lippi, Marco ; Shao, Xiaoting ; Torroni, Paolo (2024)
Neural-Symbolic Argumentation Mining: An Argument in Favor of Deep Learning and Reasoning.
In: Frontiers in Big Data, 2020, 2
doi: 10.26083/tuprints-00016123
Article, Secondary publication, Publisher's Version

Kersting, Kristian (2024)
Machine Learning and Artificial Intelligence: Two Fellow Travelers on the Quest for Intelligent Behavior in Machines.
In: Frontiers in Big Data, 2018, 1
doi: 10.26083/tuprints-00015715
Article, Secondary publication, Publisher's Version

Brugger, Anna ; Schramowski, Patrick ; Paulus, Stefan ; Steiner, Ulrike ; Kersting, Kristian ; Mahlein, Anne‐Katrin (2024)
Spectral signatures in the UV range can be combined with secondary plant metabolites by deep learning to characterize barley–powdery mildew interaction.
In: Plant Pathology, 2021, 70 (7)
doi: 10.26083/tuprints-00021003
Article, Secondary publication, Publisher's Version

Moreno, Plinio ; Bernardino, Alexandre ; Santos-Victor, José ; Ventura, Rodrigo ; Kersting, Kristian (2024)
Editorial: Robots that Learn and Reason: Towards Learning Logic Rules from Noisy Data.
In: Frontiers in Robotics and AI, 2021, 8
doi: 10.26083/tuprints-00019983
Article, Secondary publication, Publisher's Version

Brugger, Anna ; Behmann, Jan ; Paulus, Stefan ; Luigs, Hans-Georg ; Kuska, Matheus Thomas ; Schramowski, Patrick ; Kersting, Kristian ; Steiner, Ulrike ; Mahlein, Anne-Katrin (2024)
Extending Hyperspectral Imaging for Plant Phenotyping to the UV-Range.
In: Remote Sensing, 2019, 11 (12)
doi: 10.26083/tuprints-00016743
Article, Secondary publication, Publisher's Version

2023

Lioutikov, Rudolf ; Maeda, Guilherme ; Veiga, Filipe ; Kersting, Kristian ; Peters, Jan (2023)
Learning attribute grammars for movement primitive sequencing.
In: The International Journal of Robotics Research, 2020, 39 (1)
doi: 10.26083/tuprints-00016980
Article, Secondary publication, Publisher's Version

Blüml, Jannis ; Czech, Johannes ; Kersting, Kristian (2023)
AlphaZe∗∗: AlphaZero-like baselines for imperfect information games are surprisingly strong.
In: Frontiers in Artificial Intelligence, 2023, 6
doi: 10.26083/tuprints-00024064
Article, Secondary publication, Publisher's Version

2022

Rawal, Niyati ; Koert, Dorothea ; Turan, Cigdem ; Kersting, Kristian ; Peters, Jan ; Stock-Homburg, Ruth (2022)
ExGenNet: Learning to Generate Robotic Facial Expression Using Facial Expression Recognition.
In: Frontiers in Robotics and AI, 2022, 8
doi: 10.26083/tuprints-00020336
Article, Secondary publication, Publisher's Version

Burkhardt, Sophie ; Brugger, Jannis ; Wagner, Nicolas ; Ahmadi, Zahra ; Kersting, Kristian ; Kramer, Stefan (2022)
Rule Extraction From Binary Neural Networks With Convolutional Rules for Model Validation.
In: Frontiers in Artificial Intelligence, 2022, 4
doi: 10.26083/tuprints-00020098
Article, Secondary publication, Publisher's Version

Kordjamshidi, Parisa ; Roth, Dan ; Kersting, Kristian (2022)
Declarative Learning-Based Programming as an Interface to AI Systems.
In: Frontiers in Artificial Intelligence, 2022, 5
doi: 10.26083/tuprints-00021083
Article, Secondary publication, Publisher's Version

2021

Fernández, Mauricio ; Jamshidian, Mostafa ; Böhlke, Thomas ; Kersting, Kristian ; Weeger, Oliver (2021)
Anisotropic hyperelastic constitutive models for finite deformations combining material theory and data-driven approaches with application to cubic lattice metamaterials.
In: Computational Mechanics, 2021, 67
doi: 10.26083/tuprints-00019872
Article, Secondary publication, Publisher's Version

Schramowski, Patrick ; Turan, Cigdem ; Jentzsch, Sophie ; Rothkopf, Constantin ; Kersting, Kristian (2021)
The Moral Choice Machine.
In: Frontiers in Artificial Intelligence, 2020, 3
doi: 10.26083/tuprints-00019231
Article, Secondary publication, Publisher's Version

2020

Czech, Johannes ; Willig, Moritz ; Beyer, Alena ; Kersting, Kristian ; Fürnkranz, Johannes (2020)
Learning to Play the Chess Variant Crazyhouse Above World Champion Level With Deep Neural Networks and Human Data.
In: Frontiers in Artificial Intelligence, 2020, 3
doi: 10.25534/tuprints-00013370
Article, Secondary publication, Publisher's Version