Semantische Suche

Malte Knauff
[[Thema5110/en|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
[[Thema5087/en|Eine KI-basierte Matching-Methode zur Identifikation ähnlich zu bepreisender Artikel]]
Date of submission: 2024-03-01, Supervisor: Michael Färber, Jaqueline Hoellig

Adrian Oberföll
[[Thema5111/en|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
[[Thema5054/en|Counterfactual Explanations for Black-Box Models on Dynamic Graphs]]
Date of submission: 2023-12-12, Supervisor: Zhan Qu

Xinni Wang
[[Thema5034/en|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
[[Thema5025/en|Leveraging Semantics for Graph Neural Network-based Recommendation]]
Date of submission: 2023-10-04, Supervisor: Michael Färber

Florian Lukas Rudolph
[[Thema5014/en|Continuous Text Representation Augmentation for Supervised Relation Classification]]
Date of submission: 2023-09-07, Supervisor: Michael Färber, Nicholas Popovic

David Blumenthal
[[Thema5002/en|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
[[Thema4966/en|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
[[Thema4954/en|SemOpenAlex: A Knowledge Graph and Entity Embeddings of OpenAlex]]
Date of submission: 2022-12-21, Supervisor: Michael Färber

Thimo Schulz
[[Thema4862/en|Leveraging Metadata and Annotations to Improve Scholarly Open-Domain Question Answering]]
Date of submission: 2022-06-28, Supervisor: Michael Färber

Hendrik Becker
[[Thema4840/en|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
[[Thema4816/en|Towards Online Analysis with Neural Networks]]
Date of submission: 2022-02-14, Supervisor: Michael Färber, Cedric Kulbach

Lucas Reissenberger
[[Thema4767/en|Applying Text Recognition to Mixed Handwritten and Printed Forms]]
Date of submission: 2022-01-28, Supervisor: Steffen Thoma, Michael Färber

Daniel Ebi
[[Thema4821/en|Dealing with Concept Drift in Federated Learning]]
Date of submission: 2022-01-03, Supervisor: Michael Färber, Marco Heyden

Meng Luan
[[Thema4766/en|Disambiguating Bibliographic References in Large Scholarly Datasets]]
Date of submission: 2021-11-02, Supervisor: Michael Färber, Tarek Saier

Simon Richebächer
[[Thema4746/en|Enabling API Interoperability with Ontology Matching]]
Date of submission: 2021-10-11, Supervisor: Michael Färber, Jacqueline Höllig

Samuel Printz
[[Thema4745/en|Leveraging Structural Information from Knowledge Graphs for Entity Linking]]
Date of submission: 2021-07-28, Supervisor: Michael Färber, Kristian Noullet

Haiou Wan
[[Thema4748/en|Automated Deep Generative Modeling for Time Series Analysis]]
Date of submission: 2021-07-26, Supervisor: Michael Färber, Jacqueline Höllig, Marco Heyden

Igor Shapiro
[[Thema4707/en|Sequence Labeling for Reference Parsing of Cyrillic Script Scholarly Data]]
Date of submission: 2021-06-27, Supervisor: Michael Färber, Tarek Saier

Lucas Cazzonelli
[[Thema4724/en|Towards Autoencoders for Feature Extraction]]
Date of submission: 2021-05-31, Supervisor: Michael Färber, Cedric Kulbach

Tim Bossenmaier
[[Thema4717/en|Visual Process Monitoring A Low-Code Approach to Digitalizing and Monitoring Manufacturing Processes]]
Date of submission: 2021-05-31, Supervisor: Michael Färber, Philipp Zehnder

Christoph Hermann-Josef Braun
[[Thema4690/en|Confidentiality, Integrity and Availability in incrementally created distributed Knowledge Graphs]]
Date of submission: 2021-04-29, Supervisor: Tobias Käfer, Michael Färber

Nevena Nikolajevic
[[Thema4624/en|Domain-specific Word Embeddings to Enable Ontology-Population]]
Date of submission: 2020-12-29, Supervisor: Lars Heling, Maribel Acosta

Daniel Markus Hagenmayer
[[Thema4594/en|Exploring Convolutional Neural Networks - Labelling of filters]]
Date of submission: 2020-11-23, Supervisor: Maribel Acosta, Anna Nguyen

Daniela Kaun
[[Thema4654/en|Explaining Reinforcement Learning through its World Model]]
Date of submission: 2020-10-28, Supervisor: Patrick Philipp, Maribel Acosta

Lin Ao
[[Thema4619/en|Enhancing the Microsoft Academic Knowledge Graph]]
Date of submission: 2020-09-28, Supervisor: Maribel Acosta, Michael Färber

Michael Rößler
[[Thema4538/en|Entwicklung eines Frameworks zur Bewertung von Daten und deren Qualität für den Einsatz von maschinellen Lernverfahren in Industrie 4.0 Anwendung]]
Date of submission: 2020-09-14, Supervisor: York Sure-Vetter, Tarek Saier

Helen Schneider
[[Thema4603/en|Enterprise-wide Process Automation in Virtual Manufacturing Environments using Semantic Web Technologies]]
Date of submission: 2020-07-31, Supervisor: Maribel Acosta, Tobias Käfer

Kai Jungel
[[Thema4651/en|Rich Reinforcement: Feature Feedback with Adversarial Penalization]]
Date of submission: 2020-07-31, Supervisor: Patrick Philipp, Maribel Acosta

Marco Goltze
[[Thema4529/en|Linked Open Data usage in Business Intelligence systems]]
Date of submission: 2020-06-01, Supervisor: York Sure-Vetter, Michael Färber

David Weiß
[[Thema4506/en|Empirical Analysis of Completeness and Uniformity in Knowledge Graphs]]
Date of submission: 2020-04-20, Supervisor: York Sure-Vetter, Lars Heling

Elena Wössner
[[Thema4533/en|Estimating Join Cardinalities of SPARQL Queries with Deep Learning]]
Date of submission: 2020-02-28, Supervisor: York Sure-Vetter, Maribel Acosta

Chang Qin
[[Thema4532/en|A Bag Semantics for Federated SPARQL Queries]]
Date of submission: 2020-02-28, Supervisor: York Sure-Vetter, Maribel Acosta

Xuan-Mai Le
[[Thema4535/en|SPARQL Query Generator over Knowledge Graphs]]
Date of submission: 2020-02-09, Supervisor: York Sure-Vetter, Maribel Acosta

Alena Schmickl
[[Thema4534/en|Inconsistency detection approach for evolving knowledge graphs based on medical coding]]
Date of submission: 2020-01-31, Supervisor: York Sure-Vetter, Maribel Acosta

Axel Kimmel
[[Thema4549/en|Prediction of critical quality feedback for product configurations with machine learning]]
Date of submission: 2020-01-01, Supervisor: York Sure-Vetter, Tobias Käfer

Benjamin Scheer
[[Thema4474/en|Internetbasierte Klassifizierung von Websites]]
Date of submission: 2019-12-09, Supervisor: York Sure-Vetter, Michael Färber

Michael Lüder
[[Thema4504/en|Webdatenextraktion mit Self-Attention Netzen]]
Date of submission: 2019-11-29, Supervisor: York Sure-Vetter, Patrick Philipp

Martin Siebert
[[Thema4486/en|Dynamic Word Embeddings]]
Date of submission: 2019-09-30, Supervisor: York Sure-Vetter, Tobias Weller

Ngan Giang Le
[[Thema4446/en|Konsistenzanalyse an verteilten Systemen am Beispiel eines Information-Brokers für ein Smart Shelf im IoT - Cloud - Kontext]]
Date of submission: 2019-08-23, Supervisor: York Sure-Vetter, Tobias Käfer

Rebecca Bauer
[[Thema4460/en|Multi-source Knowledge Graph Completion with Machine Learning Embeddings]]
Date of submission: 2019-07-28, Supervisor: York Sure-Vetter, Maribel Acosta

Paul Schindler
[[Thema4312/en|Automatische Augmentierung durch Netzwerk Visualisierung]]
Date of submission: 2019-07-14, Supervisor: York Sure-Vetter, Rainer Stiefelhagen

Stephan Ultsch
[[Thema4440/en|Cookbook for semantic integration of data sources in an enterprise data lake]]
Date of submission: 2019-06-25, Supervisor: York Sure-Vetter

Viktoria Bogdanova
[[Thema4444/en|Improving Representation Learning by Crossmodal Perception Models]]
Date of submission: 2019-06-12, Supervisor: York Sure-Vetter, Achim Rettinger

Samuel Abt
[[Thema4439/en|Dynamic scaling of containerized applications based on real-time metrics]]
Date of submission: 2019-05-31, Supervisor: York Sure-Vetter, Philipp Zehnder

Gilda Karimzadeh
[[Thema4445/en|Verbesserung der logik-basierten Suche eines klinischen Wissensmanagementsystems]]
Date of submission: 2019-05-29, Supervisor: York Sure-Vetter

Tobias Dillig
[[Thema4437/en|Creating a User Similarity Model for shared Account Identification]]
Date of submission: 2019-04-30, Supervisor: York Sure-Vetter, Tobias Weller

Andreas Jankowoi
[[Thema4443/en|Evaluierung von workfloworientierte-Anwendungsentwicklung auf Basis von Azure mit Hilfe eines Low-Code]]
Date of submission: 2019-04-26, Supervisor: York Sure-Vetter

Marvin Gießing
[[Thema4502/en|Predictive Maintenance]]
Date of submission: 2019-03-29, Supervisor: York Sure-Vetter, Achim Rettinger