Semantische Suche

Master Theses

Malte Knauff
Navigating XAI: Investigating the performance trade-off between prediction and post-hoc explainability
Date of submission: 2024-04-03, Supervisor: Michael Färber, Jacqueline Hoellig

Annika Lukat
Eine KI-basierte Matching-Methode zur Identifikation ähnlich zu bepreisender Artikel
Date of submission: 2024-03-01, Supervisor: Michael Färber, Jaqueline Hoellig

Adrian Oberföll
A Knowledge Injection Evaluation Framework for Improving Factual Accuracy in Generative Language Models
Date of submission: 2024-02-29, Supervisor: Michael Färber, Nicholas Popovic

Daniel Gomm
Counterfactual Explanations for Black-Box Models on Dynamic Graphs
Date of submission: 2023-12-12, Supervisor: Zhan Qu

Xinni Wang
Optimising Linked Traversal-based Querying of Linked Data on the Web using Shape Trees
Date of submission: 2023-11-01, Supervisor: Tobias Käfer

David Lamprecht
Leveraging Semantics for Graph Neural Network-based Recommendation
Date of submission: 2023-10-04, Supervisor: Michael Färber

Florian Lukas Rudolph
Continuous Text Representation Augmentation for Supervised Relation Classification
Date of submission: 2023-09-07, Supervisor: Michael Färber, Nicholas Popovic

David Blumenthal
GPT-Vérité – A model for flexible truthful text generation / GPT-Vérité – ein Model für wahrheitsgetreue Text Generation
Date of submission: 2023-08-30, Supervisor: Michael Färber

Jan Henze
Using Few Shot Learners to derive and execute Linked Data process descriptions
Date of submission: 2023-04-27, Supervisor: Dr. Tobias Käfer, External Partner: Dr. Markus Schmitz (Aleph Alpha GmbH)

Johan Krause
SemOpenAlex: A Knowledge Graph and Entity Embeddings of OpenAlex
Date of submission: 2022-12-21, Supervisor: Michael Färber

Thimo Schulz
Leveraging Metadata and Annotations to Improve Scholarly Open-Domain Question Answering
Date of submission: 2022-06-28, Supervisor: Michael Färber

Hendrik Becker
Interoperability of Hyperledger Aries and Solid Pods in the Context of Verifiable Credentials and Their Representation
Date of submission: 2022-04-27, Supervisor: Tobias Käfer, Christoph Braun

Emilie Geiler
Towards Online Analysis with Neural Networks
Date of submission: 2022-02-14, Supervisor: Michael Färber, Cedric Kulbach

Lucas Reissenberger
Applying Text Recognition to Mixed Handwritten and Printed Forms
Date of submission: 2022-01-28, Supervisor: Steffen Thoma, Michael Färber

Daniel Ebi
Dealing with Concept Drift in Federated Learning
Date of submission: 2022-01-03, Supervisor: Michael Färber, Marco Heyden

Meng Luan
Disambiguating Bibliographic References in Large Scholarly Datasets
Date of submission: 2021-11-02, Supervisor: Michael Färber, Tarek Saier

Simon Richebächer
Enabling API Interoperability with Ontology Matching
Date of submission: 2021-10-11, Supervisor: Michael Färber, Jacqueline Höllig

Samuel Printz
Leveraging Structural Information from Knowledge Graphs for Entity Linking
Date of submission: 2021-07-28, Supervisor: Michael Färber, Kristian Noullet

Haiou Wan
Automated Deep Generative Modeling for Time Series Analysis
Date of submission: 2021-07-26, Supervisor: Michael Färber, Jacqueline Höllig, Marco Heyden

Igor Shapiro
Sequence Labeling for Reference Parsing of Cyrillic Script Scholarly Data
Date of submission: 2021-06-27, Supervisor: Michael Färber, Tarek Saier
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