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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


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


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


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


Tom Gelbling
[[Thema4441/en|Pre-processing of Streaming data on the edge: Comparison and benchmarking of existing tools]]
Date of submission: 2019-01-12, Supervisor: York Sure-Vetter, Dominik Riemer


Sebastian Findeisen
[[Thema4417/en|Kontinuierliche Vorhersage von Laborergebnissen, durch die Integration maschineller Lernverfahren in Stream Processing Systemen]]
Date of submission: 2018-12-17, Supervisor: York Sure-Vetter, Andreas Oberweis


Tobias Schmitt
[[Thema4209/en|Improving Data-Driven NLUs by applying different Training-Data Concepts]]
Date of submission: 2018-11-30, Supervisor: York Sure-Vetter, Cedric Kulbach


Sebastian Blank
[[Thema4267/en|Querying NoSQL with Deep Learning to Answer Natural Language Questions]]
Date of submission: 2018-06-27, Supervisor: York Sure-Vetter, Achim Rettinger, Aditya Mogadala


Kalina-Seslava Nenova
[[Thema4333/en|Survey and Evaluation of Syntactic and Semantic Web API Description Languages]]
Date of submission: 2018-06-27, Supervisor: York Sure-Vetter, Maria Maleshkova


Raphael Schmitz
[[Thema4449/en|Native Cloud Reference Architecture for Enterprise Machine Learning]]
Date of submission: 2018-06-21, Supervisor: York Sure-Vetter, Maribel Acosta


Heiko Becker
[[Thema4269/en|Classification of WEB APIs Using NLP]]
Date of submission: 2018-06-18, Supervisor: York Sure-Vetter, Sebastian Bader


Jan-Peter Schmidt
[[Thema4285/en|Konzeptionelle und prototypische Digitalisierung von Industrie 4.0 Geräten mittels virtuellen Repräsentationen]]
Date of submission: 2018-06-11, Supervisor: York Sure-Vetter, Sebastian Bader


Quy Thinh Nguyen
[[Thema4498/en|Web Api Crawler]]
Date of submission: 2018-05-30, Supervisor: York Sure-Vetter, Sebastian Bader


Andrea Dora Levay
[[Thema4274/en|Design and Implementation of a Smart Contract Application to Ensure Data Integrity]]
Date of submission: 2018-04-27, Supervisor: York Sure-Vetter, Maria Maleshkova


Han Che
[[Thema4277/en|Technology facilitated learning - Impact of digital time tracking on study beginners]]
Date of submission: 2018-03-28, Supervisor: York Sure-Vetter, Matthias Frank


Steffen Dick
[[Thema4268/en|Topic basierte Suche in Chat Konversationen mit Latent Dirichlet Allocation]]
Date of submission: 2018-03-02, Supervisor: York Sure-Vetter, Steffen Thoma


Timo Knapp
[[Thema4276/en|Building a Location Based Meta Database as an Enabler for location based commerce]]
Date of submission: 2018-02-25, Supervisor: York Sure-Vetter, Matthias Frank


Thimo Britsch
[[Thema4301/en|Erstellung eines Systems zur Ein- und Ausgabe von strukturierten Daten unter Berücksichtigung von Methoden der Mensch - Maschine - Interaktion]]
Date of submission: 2017-11-30, Supervisor: York Sure-Vetter, Tobias Weller


Manuel Fies
[[Thema4266/en|Analyse der Notwendigkeit und Umsetzung einer strukturierten Wissensdatenbank an einem Entwicklungszentrum der Bosch Gruppe]]
Date of submission: 2017-10-17, Supervisor: York Sure-Vetter, Maria Maleshkova


Fabian Falck
[[Thema3771/en|Detecting Internal Bleedings with Neural Networks]]
Date of submission: 2017-10-09, Supervisor: York Sure-Vetter, Tobias Weller, External Partner: Artur Dubrawski (Carnegie Mellon University, Pittsburgh, USA)


Eike Goebel
[[Thema4450/en|Model-Driven Approach for Designing an Intelligent Assistant for Technical Software Support Service]]
Date of submission: 2017-09-30, Supervisor: York Sure-Vetter


Marcel Kurovski
[[Thema4337/en|Deep Learning for Recommender Systems: Joint Learning of Similarity and Preference]]
Date of submission: 2017-09-23, Supervisor: York Sure-Vetter, Steffen Thoma


Michael Axtmann
[[Thema4240/en|Untersuchung einrichtungsübergreifender Datenflüsse der Radiologie]]
Date of submission: 2017-09-08, Supervisor: York Sure-Vetter, Natalie Röll


Steven Jäger
[[Thema4290/en|Distributed Representations of Products for Recommendation]]
Date of submission: 2017-07-14, Supervisor: York Sure-Vetter, Aditya Mogadala


Mikhail Shurshikov
[[Thema4214/en|Selection and Transformation of commercial WebAPIs towards hybrid Linked Data platforms]]
Date of submission: 2017-05-16, Supervisor: York Sure-Vetter, Sebastian R. Bader


Philip Höly
[[Thema4230/en|Domänenaustauschbare Informationsextraktion und Neuheitserkennung]]
Date of submission: 2017-05-12, Supervisor: York Sure-Vetter, Sebastian R. Bader, External Partner: Inovex GmbH


Philipp Zehnder
[[Thema4226/en|Integration von verteilten Agenten für maschinelles Lernen in Datenstromverarbeitungspipelines]]
Date of submission: 2017-04-30, Supervisor: Dominik Riemer, Rudi Studer


Marius Walk
[[Thema4196/en|Predictive Analytics mit Markov-Ketten im Kontext von Complex Event Processing zur Störungsvorhersage in der Produktion]]
Date of submission: 2017-04-26, Supervisor: York Sure-Vetter, Suad Sejdovic


Johannes Reiß
[[Thema4177/en|SODEE: A System For Online Detection Of Emerging Entities]]
Date of submission: 2017-03-28, Supervisor: Michael Färber, Rudi Studer


Maximilian Stumpf
[[Thema4168/en|Complex Event Processing zur Vorhersage von Störungen in zeitkritischen Produktionsprozessen]]
Date of submission: 2017-02-13, Supervisor: Suad Sejdovic, Rudi Studer


Raphael Manke
[[Thema4176/en|Sprachgesteuertes Linked-Data Browsing am Beispiel von DBpedia]]
Date of submission: 2017-02-09, Supervisor: Andreas Harth, Rudi Studer


Lars Olsson
[[Thema4077/en|Machine learning based fraud detection in an online person-to-person payment system]]
Date of submission: 2017-02-01, Supervisor: York Sure-Vetter, Ignacio Traverso Ribon (FZI)


Mushi Duan
[[Thema4170/en|Emerging Entity Discovery]]
Date of submission: 2016-12-14, Supervisor: Lei Zhang, Rudi Studer


Yi Yang
[[Thema4175/en|Hybrid Semantic Analysis]]
Date of submission: 2016-12-14, Supervisor: Lei Zhang, Rudi Studer


Lorenz Rossmann
[[Thema4144/en|Text Mining for Early Warnings of Credit Defaults]]
Date of submission: 2016-12-08, Supervisor: York Sure-Vetter, Steffen Thoma


Lorenz Rossmann
[[Thema4501/en|Text Mining for Early Warnings of Credit Defaults]]
Date of submission: 2016-12-08, Supervisor: York Sure-Vetter, Steffen Thoma


Yin Wang
[[Thema4174/en|Context-aware Entity Disambiguation in Bilingual Text]]
Date of submission: 2016-11-30, Supervisor: Lei Zhang, Rudi Studer


Alica Wenzel
[[Thema4172/en|Entwicklung eines echtzeitfähigen Stresserkennungsmodells mittels Complex Event Processing für den Einsatz in der Produktion]]
Date of submission: 2016-11-02, Supervisor: Suad Sejdovic, Rudi Studer


Sebastian Schäfers
[[Thema4140/en|Information Avoidance and Sequential Information Processing]]
Date of submission: 2016-10-31, Supervisor: York Sure-Vetter, Tobias Weller


Mingyu Zuo
[[Thema4173/en|Cross-lingual Entity Discovery and Linking for Chinese Text]]
Date of submission: 2016-10-30, Supervisor: Lei Zhang, Rudi Studer


Manuel Gotin
[[Thema4171/en|Gefahrensituationserkennung im außerhäuslichen Verhalten von Menschenmit Demenz durch Verfahren des maschinellen Lernens]]
Date of submission: 2016-10-14, Supervisor: Tom Zentek, Rudi Studer


Jan Welsch
[[Thema4169/en|Design of a Recommender System for the Travel Domain]]
Date of submission: 2016-09-30, Supervisor: Maria Maleshkova, Rudi Studer


Fabian Both
[[Thema4112/en|Combining Latent Vector Representations]]
Date of submission: 2016-09-30, Supervisor: Steffen Thoma, Rudi Studer


Matthias Sazinger
[[Thema4110/en|Automatische Text-Kategorisierung für ein Patienten-Informationssystem]]
Date of submission: 2016-09-14, Supervisor: Rudi Studer


Sven Euting
[[Thema4133/en|Loomng Situations:Introducing Situation Awareness in Complex Event Processing]]
Date of submission: 2016-08-24, Supervisor: Suad Sejdovic, Rudi Studer, External Partner: FZI Forschungszentrum Informatik


Max-Johann Brandt
[[Thema3897/en|Adaptives Zusammenfassen von Linked-Data-Entitäten mit Zeitkontext]]
Date of submission: 2016-07-29, Supervisor: Andreas Thalhammer, Rudi Studer


Frederic Bartscherer
[[Thema4070/en|Linked Data Qualität: Ein Vergleich von DBpedia, YAGO, Freebase, Wikidata und OpenCyc]]
Date of submission: 2016-05-09, Supervisor: Michael Färber, Rudi Studer


Jing Li
[[Thema4075/en|An Ontology for Semantic Search and Recomendation Applications]]
Date of submission: 2016-04-30, Supervisor: Lei Zhang, Rudi Studer


Lukas Kohout
[[Thema4073/en|KaTiE-Konzept und Analyse einer ambienten Lageerkennung anhand der Funksignalstärke von verteilten Sensornetzwerken im häuslichen Umfeld]]
Date of submission: 2016-04-01, Supervisor: Rudi Studer, External Partner: FZI Forschungszentrum Informatik


Daniel Breucker
[[Thema4072/en|Search Engine optimized Presentation of Statistical Linked Data]]
Date of submission: 2016-03-24, Supervisor: Benedikt Kämpgen, Rudi Studer


Peter Natterer
[[Thema4047/en|Trend Detection on News Texts]]
Date of submission: 2016-01-29, Supervisor: Michael Färber, Rudi Studer


Vanessa Deborah Viellieber
[[Thema4043/en|Text Mining in der Automobilindustrie: Softwareauswahl und -Evaluation für den Einsatz im analytischen Customer Relationship Management]]
Date of submission: 2016-01-28, Supervisor: Andreas Thalhammer, Rudi Studer, External Partner: Elena Michel (MHP, Ludwigsburg)


Steffen Kirres
[[Thema4037/en|Estimation of Vehicle Orientations using Histogram-based Image Descriptors]]
Date of submission: 2016-01-14, Supervisor: Achim Rettinger, Rudi Studer


Gleb Gawriljuk
[[Thema4035/en|A Scalable Approach to Incrementally Building Knowledge Graphs]]
Date of submission: 2015-12-21, Supervisor: Andreas Harth, Rudi Studer