Semantische Suche

Masterarbeit

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: Fehler: Ungültige Zeitangabe, Supervisor: Michael Färber, Jaqueline Hoellig

Adrian Oberföll
A Knowledge Injection Evaluation Framework for Improving Factual Accuracy in Generative Language Models
Date of submission: Fehler: Ungültige Zeitangabe, Supervisor: Michael Färber, Nicholas Popovic

Daniel Gomm
Counterfactual Explanations for Black-Box Models on Dynamic Graphs
Date of submission: Fehler: Ungültige Zeitangabe, 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: Fehler: Ungültige Zeitangabe, 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: Fehler: Ungültige Zeitangabe, Supervisor: Michael Färber

Thimo Schulz
Leveraging Metadata and Annotations to Improve Scholarly Open-Domain Question Answering
Date of submission: 2024-06-28, 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: Fehler: Ungültige Zeitangabe, Supervisor: Michael Färber, Cedric Kulbach

Lucas Reissenberger
Applying Text Recognition to Mixed Handwritten and Printed Forms
Date of submission: Fehler: Ungültige Zeitangabe, Supervisor: Steffen Thoma, Michael Färber

Daniel Ebi
Dealing with Concept Drift in Federated Learning
Date of submission: Fehler: Ungültige Zeitangabe, 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: Fehler: Ungültige Zeitangabe, Supervisor: Michael Färber, Jacqueline Höllig

Samuel Printz
Leveraging Structural Information from Knowledge Graphs for Entity Linking
Date of submission: 2024-07-28, Supervisor: Michael Färber, Kristian Noullet

Haiou Wan
Automated Deep Generative Modeling for Time Series Analysis
Date of submission: 2024-07-26, Supervisor: Michael Färber, Jacqueline Höllig, Marco Heyden

Igor Shapiro
Sequence Labeling for Reference Parsing of Cyrillic Script Scholarly Data
Date of submission: 2024-06-27, Supervisor: Michael Färber, Tarek Saier

Tim Bossenmaier
Visual Process Monitoring A Low-Code Approach to Digitalizing and Monitoring Manufacturing Processes
Date of submission: Fehler: Ungültige Zeitangabe, Supervisor: Michael Färber, Philipp Zehnder

Lucas Cazzonelli
Towards Autoencoders for Feature Extraction
Date of submission: Fehler: Ungültige Zeitangabe, Supervisor: Michael Färber, Cedric Kulbach

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

Nevena Nikolajevic
Domain-specific Word Embeddings to Enable Ontology-Population
Date of submission: Fehler: Ungültige Zeitangabe, Supervisor: Lars Heling, Maribel Acosta

Daniel Markus Hagenmayer
Exploring Convolutional Neural Networks - Labelling of filters
Date of submission: 2020-11-23, Supervisor: Maribel Acosta, Anna Nguyen

Daniela Kaun
Explaining Reinforcement Learning through its World Model
Date of submission: Fehler: Ungültige Zeitangabe, Supervisor: Patrick Philipp, Maribel Acosta

Lin Ao
Enhancing the Microsoft Academic Knowledge Graph
Date of submission: 2020-09-28, Supervisor: Maribel Acosta, Michael Färber

Michael Rößler
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

Kai Jungel
Rich Reinforcement: Feature Feedback with Adversarial Penalization
Date of submission: 2024-07-31, Supervisor: Patrick Philipp, Maribel Acosta

Helen Schneider
Enterprise-wide Process Automation in Virtual Manufacturing Environments using Semantic Web Technologies
Date of submission: 2024-07-31, Supervisor: Maribel Acosta, Tobias Käfer

Marco Goltze
Linked Open Data usage in Business Intelligence systems
Date of submission: 2024-06-01, Supervisor: York Sure-Vetter, Michael Färber

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

Chang Qin
A Bag Semantics for Federated SPARQL Queries
Date of submission: Fehler: Ungültige Zeitangabe, Supervisor: York Sure-Vetter, Maribel Acosta

Elena Wössner
Estimating Join Cardinalities of SPARQL Queries with Deep Learning
Date of submission: Fehler: Ungültige Zeitangabe, Supervisor: York Sure-Vetter, Maribel Acosta

Xuan-Mai Le
SPARQL Query Generator over Knowledge Graphs
Date of submission: Fehler: Ungültige Zeitangabe, Supervisor: York Sure-Vetter, Maribel Acosta

Alena Schmickl
Inconsistency detection approach for evolving knowledge graphs based on medical coding
Date of submission: Fehler: Ungültige Zeitangabe, Supervisor: York Sure-Vetter, Maribel Acosta

Axel Kimmel
Prediction of critical quality feedback for product configurations with machine learning
Date of submission: Fehler: Ungültige Zeitangabe, Supervisor: York Sure-Vetter, Tobias Käfer

Benjamin Scheer
Internetbasierte Klassifizierung von Websites
Date of submission: Fehler: Ungültige Zeitangabe, Supervisor: York Sure-Vetter, Michael Färber

Michael Lüder
Webdatenextraktion mit Self-Attention Netzen
Date of submission: 2019-11-29, Supervisor: York Sure-Vetter, Patrick Philipp

Martin Siebert
Dynamic Word Embeddings
Date of submission: 2019-09-30, Supervisor: York Sure-Vetter, Tobias Weller

Ngan Giang Le
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
Multi-source Knowledge Graph Completion with Machine Learning Embeddings
Date of submission: 2024-07-28, Supervisor: York Sure-Vetter, Maribel Acosta

Paul Schindler
Automatische Augmentierung durch Netzwerk Visualisierung
Date of submission: 2024-07-14, Supervisor: York Sure-Vetter, Rainer Stiefelhagen

Stephan Ultsch
Cookbook for semantic integration of data sources in an enterprise data lake
Date of submission: 2024-06-25, Supervisor: York Sure-Vetter

Viktoria Bogdanova
Improving Representation Learning by Crossmodal Perception Models
Date of submission: 2024-06-12, Supervisor: York Sure-Vetter, Achim Rettinger

Samuel Abt
Dynamic scaling of containerized applications based on real-time metrics
Date of submission: Fehler: Ungültige Zeitangabe, Supervisor: York Sure-Vetter, Philipp Zehnder

Gilda Karimzadeh
Verbesserung der logik-basierten Suche eines klinischen Wissensmanagementsystems
Date of submission: Fehler: Ungültige Zeitangabe, Supervisor: York Sure-Vetter

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

Andreas Jankowoi
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
Predictive Maintenance
Date of submission: Fehler: Ungültige Zeitangabe, Supervisor: York Sure-Vetter, Achim Rettinger
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