Publikationen

Transfer Learning in Hypoglycemia Classification
Beyza Cinar, Florian Grensing, Louisa van den Boom, Maria Maleshkova
Artificial Intelligence in Healthcare (AIiH2024)

Conception And Implementation of an virtual Reality application for the evaluation of different types of commercially available haptic gloves
Vanessa Schmuecker, Florian Grensing, Rebekka Jakob, Christian Gießer, Rainer Brück, Tanja Eiler
Current directions in biomedical engineering (2023)

Extension of an Existing VR Memory Training with Haptic Impressions due to a Haptic Vest
Vanessa Schmuecker, Rebekka Jakob, Florian Grensing, Rainer Brück, Tanja Eiler
Current directions in biomedical engineering (2023)

Contrastive Representation Learning for Conversational Question Answering over Knowledge Graphs
Endri Kacupaj, Kuldeep Singh, Maria Maleshkova, Jens Lehmann
31st ACM International Conference on Information and Knowledge Management (CIKM 2022)

An Answer Verbalization Dataset for Conversational Question Answering over Knowledge Graphs
Endri Kacupaj, Kuldeep Singh, Maria Maleshkova, Jens Lehmann
arXiv:2208.06734

Conversational Question Answering over Knowledge Graphs with Answer Verbalization
Endri Kacupaj, Jens Lehmann, Maria Maleshkova
Dissertation

Semantic Digital Twins in the Industrial Internet of Things
Sebastian Bader, Jens Lehmann, Maria Maleshkova
Dissertation

Behavioral Avoidance Test: Comparison between in vivo and virtual reality using questionnaires and psychophysiology
Vanessa Schmuecker, Florian Grensing, Anne Sophie Hildebrand, Rebekka Jakob, Tanja Joan Eiler, Maria Maleshkova, Tim Klucken, Rainer Brueck
2022 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR)

The Design of an Avatar in a Multiplayer Serious Game
Rebekka Jakob, Vanessa Schmuecker, Tanja Joan Eiler, Florian Grensing, Rainer Brueck
Current directions in biomedical engineering (2022)

VOGUE: Answer Verbalization through Multi-Task Learning
Endri Kacupaj, Shyamnath Premnadh, Kuldeep Singh, Jens Lehmann, Maria Maleshkova
Machine Learning and Knowledge Discovery in Databases – European Conference, ECML PKDD 2021

Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks
Endri Kacupaj, Joan Plepi, Kuldeep Singh, Harsh Thakkar, Jens Lehmann, Maria Maleshkova
16th conference of the European Chapter of the Association for Computational Linguistics (EACL 2021)

Demographic Aware Probabilistic Medical Knowledge Graph Embeddings of Electronic Medical Records
Aynur Guluzade, Endri Kacupaj, Maria Maleshkova
Artificial Intelligence in Medicine 2021 (AIME 2021)

Customizable Memory Training in Virtual Reality with Personal Memoirs
Vanessa Schmuecker, Tanja Joan Eiler, Armin Grünewald, Simon Forstmeier, Florian Grensing, Christian Gießer, Rainer Brueck
2021 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR)

Training Application for Ostomy Patients in Virtual Reality
Florian Grensing, Armin Gruenewald, Tanja Joan EIler, Vanessa Schmuecker, Christian Gießer, Rainer Brueck
2021 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR)

MLM: A Benchmark Dataset for Multitask Learning with Multiple Languages and Modalities
Jason Armitage, Endri Kacupaj, Golsa Tahmasebzadeh, Swati, Maria Maleshkova, Ralph Ewerth, Jens Lehmann
29th ACM International Conference on Information & Knowledge Management (2020), S. 2967-2974

Training Multimodal Systems for Classification with Multiple Objectives
Jason Armitage, Shramana Thakur, Rishi Tripathi, Jens Lehmann, Maria Maleshkova
17th Extended Semantic Web Conference (ESWC 2020)

SOLIOT – Decentralized Data Control and Interation for IoT
Sebastian Bader, Maria Maleshkova
Future Internet (2020)

Smart Service Management: Design Guidelines and Best Practices
Maria Maleshkova, Niklas Kühl, Phillipp Jussen
Springer

VQuAnDa: Verbalization QUestion ANswering DAtaset
Endri Kacupaj, Hamid Zafar, Jens Lehmann, Maria Maleshkova
17th International Conference, ESWC 2020

A Knowledge Graph for Industry 4.0
Sebastian R. Bader, Irlan Grangel-Gonzalez, Priyanka Nanjappa, Maria-Esther Vidal, Maria Maleshkova
17th International Conference, ESWC 2020

The Semantic Administration Shell
Sebastian R. Bader, Maria Maleshkova
arXiv:1909.00690

Structuring Reference Architectures for the Industrial Internet of Things
Sebastian R. Bader, Maria Maleshkova, Steffen Lohmann
Future internet, 07/2019, Band 11, Ausgabe 7

Virtual Representations for Iterative IoT Deployment
Sebastian R. Bader, Maria Maleshkova
arXiv:1903.00718

RESTful or RESTless – Current State of Today’s Top Web APIs
Frederik Buelthoff, Maria Maleshkova
arXiv:1902.10514

Smart Web Services (SmartWS) – The Future of Services on the Web
Maria Maleshkova, Patrick Phillipp, York Sure-Vetter, Rudi Studer
arXiv:1902.00910