Andreas Theissler

ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 33

Top Venues

Brunel University London, UK (PHD)

Education History

Brunel University London, UK

PHD

Publications

Lukas Frank, Fabian Herth, Paul Stuwe, Marco Klaiber, Felix Gerschner, Andreas Theissler
Leveraging GenAI for an Intelligent Tutoring System for R: A Quantitative Evaluation of Large Language Models. EDUCON (2024)
Kai Wannenwetsch, Isabel Ostermann, Rene Priel, Felix Gerschner, Andreas Theissler
Blockchain for Supply Chain Management: A Literature Review and Open Challenges. KES (2023)
Marco Klaiber, Manfred Rössle, Andreas Theissler
The 10 most popular Concept Drift Algorithms: An overview and optimization potentials. KES (2023)
Andreas Theissler, Manuel Wengert, Felix Gerschner
ROCKAD: Transferring ROCKET to Whole Time Series Anomaly Detection. IDA (2023)
Jonas Werner, Philipp Beisswanger, Christoph Schürger, Marco Klaiber, Andreas Theissler
From Data to Wisdom: A Review of Applications and Data Value in the context of Small Data. KES (2023)
Timo Markert, Elias Hoerner, Sebastian Matich, Andreas Theissler, Martin Atzmueller
Robotic Peg-in-Hole Insertion with Tight Clearances: A Force-based Deep Q-Learning Approach. ICMLA (2023)
Jessica Weiler, Andreas Theissler, Uwe Messer
From Pixels to Palate: Deep Learning-Based Image Aesthetics Assessment for Food and Beverages. ICMLA (2023)
Felix Gerschner, Jonas Paul, Lukas Schmid, Nico Barthel, Victor Gouromichos, Florian Schmid, Martin Atzmueller, Andreas Theissler
Domain Transfer for Surface Defect Detection using Few-Shot Learning on Scarce Data. INDIN (2023)
Dominik Raab, Andreas Theissler, Myra Spiliopoulou
XAI4EEG: spectral and spatio-temporal explanation of deep learning-based seizure detection in EEG time series. Neural Comput. Appl. 35 (14) (2023)
Benedikt Grimmeisen, Mohammad Chegini, Andreas Theissler
VisGIL: machine learning-based visual guidance for interactive labeling. Vis. Comput. 39 (10) (2023)
Tobias Gentner, Timon Neitzel, Jacob Schulze, Felix Gerschner, Andreas Theissler
Data Lakes in Healthcare: Applications and Benefits from the Perspective of Data Sources and Players. KES (2023)
Alena Renner, Jenny Müller, Andreas Theissler
State-of-the-art on writing a literature review: An overview of types and components. EDUCON (2022)
Andreas Theissler, Mark Thomas, Michael Burch, Felix Gerschner
ConfusionVis: Comparative evaluation and selection of multi-class classifiers based on confusion matrices. Knowl. Based Syst. 247 (2022)
Andreas Theissler, Francesco Spinnato, Udo Schlegel, Riccardo Guidotti
Explainable AI for Time Series Classification: A Review, Taxonomy and Research Directions. IEEE Access 10 (2022)
Timo Markert, Sebastian Matich, Elias Hoerner, Jonas Pfannes, Andreas Theissler, Martin Atzmueller
Comparing Human Haptic Perception and Robotic Force/Torque Sensing in a Simulated Surgical Palpation Task. IROS (2022)
Timo Markert, Sebastian Matich, Daniel Neykov, Markus Muenig, Andreas Theissler, Martin Atzmueller
Visual Detection of Tiny and Transparent Objects for Autonomous Robotic Pick-and-Place Operations. ETFA (2022)
Andreas Theissler, Philip Ritzer
EduML: An explorative approach for students and lecturers in machine learning courses. EDUCON (2022)
Jerg Pfeil, Jochen Wieland, Thomas Michalke, Andreas Theissler
On Why the System Makes the Corner Case: AI-based Holistic Anomaly Detection for Autonomous Driving. IV (2022)
Simon Vollert, Andreas Theissler
Challenges of machine learning-based RUL prognosis: A review on NASA's C-MAPSS data set. ETFA (2021)
Timo Markert, Sebastian Matich, Elias Hoerner, Andreas Theissler, Martin Atzmueller
Fingertip 6-Axis Force/Torque Sensing for Texture Recognition in Robotic Manipulation. ETFA (2021)
Andreas Theissler, Judith Pérez-Velázquez, Marcel Kettelgerdes, Gordon Elger
Predictive maintenance enabled by machine learning: Use cases and challenges in the automotive industry. Reliab. Eng. Syst. Saf. 215 (2021)
Stefan Kraft, Klaus Broelemann, Andreas Theissler, Gjergji Kasneci
SPARROW: Semantically Coherent Prototypes for Image Classification. BMVC (2021)
Simon Vollert, Martin Atzmueller, Andreas Theissler
Interpretable Machine Learning: A brief survey from the predictive maintenance perspective. ETFA (2021)
David Beil, Andreas Theissler
Cluster-clean-label: an interactive machine learning approach for labeling high-dimensional data. VINCI (2020)
Eric Fezer, Dominik Raab, Andreas Theissler
XplainableClusterExplorer: a novel approach for interactive feature selection for clustering. VINCI (2020)
Tobias Grüner, Falco Böllhoff, Robert Meisetschläger, Alexander Vydrenko, Martyna Bator, Alexander Dicks, Andreas Theissler
Evaluation of Machine Learning for Sensorless Detection and Classification of Faults in Electromechanical Drive Systems. KES (2020)
Marvin Gärtner, Andreas Theissler, Marc Fernandes
Detecting Potential Subscribers on Twitch: A Text Mining Approach with XGBoost - Discovery Challenge ChAT: CoolStoryBob. ChAT@PKDD/ECML (2020)
Andreas Theissler, Anna-Lena Kraft, Max Rudeck, Fabian Erlenbusch
VIAL-AD: Visual Interactive Labelling for Anomaly Detection - An Approach and Open Research Questions. IAL@PKDD/ECML (2020)
Andreas Theissler, Simon Vollert, Patrick Benz, Laurentius Antonius Meerhoff, Marc Fernandes
ML-ModelExplorer: An Explorative Model-Agnostic Approach to Evaluate and Compare Multi-class Classifiers. CD-MAKE (2020)
Benedikt Grimmeisen, Andreas Theissler
The machine learning model as a guide: pointing users to interesting instances for labeling through visual cues. VINCI (2020)
Andreas Theissler, Stephan Frey, Jens Ehlert
OCADaMi: One-Class Anomaly Detection and Data Mining Toolbox. ECML/PKDD (3) (2019)
Andreas Theissler
Detecting known and unknown faults in automotive systems using ensemble-based anomaly detection. Knowl. Based Syst. 123 (2017)
Andreas Theissler
Multi-class novelty detection in diagnostic trouble codes from repair shops. INDIN (2017)

Andreas Theissler.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Andreas Theissler