Prof. Dr. rer. nat. habil. Sven Groppe

@article{Warnke2023UsingMLDistributed,
  author = {Benjamin Warnke and Stefan Fischer and Sven Groppe},
  title = {Using Machine Learning and Routing Protocols for Optimizing Distributed SPARQL Queries in Collaboration},
  journal = {Computers},
  volume = {12},
  year = {2023},
  number = {10},
  url = {https://doi.org/10.3390/computers12100210}
}

@book{SemanticIntelligence2023,
 title = {Semantic Intelligence},
 editor = {Sarika Jain and Sven Groppe and Bharat K. Bhargava},
 year = {2023},
 publisher = {Springer Nature Singapore},
 url = {https://doi.org/10.1007/978-981-19-7126-6}
}

@inproceedings{SIGMOD23Tutorial,
author = {Tobias Winker and Sven Groppe and Valter Uotila and Zhengtong Yan and Jiaheng Lu and Maja Franz and Wolfgang Mauerer},
title = {Quantum Machine Learning: Foundation, New Techniques, and Opportunities for Database Research},
booktitle = {Proceedings of ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD)},
location = {Seattle metropolitan area, Washington, USA},
year = {2023},
pages = {},
url = {https://doi.org/10.1145/3555041.3589404}
}

@inproceedings{Winker2023QML_JOO,
	title = {Quantum Machine Learning for Join Order Optimization using Variational Quantum Circuits},
	author = {Tobias Winker and Umut Çalıkyılmaz and Le Gruenwald and Sven Groppe},
	booktitle = {Proceedings of the International Workshop on Big Data in Emergent Distributed Environments (BiDEDE), Seattle, WA, USA},
	year = {2023},
	url = {https://doi.org/10.1145/3579142.3594299}
}

@inproceedings{Uotila2023QDSM,
	title = {Preface {QDSM}},
	author = {Valter Uotila and Sven Groppe and Le Gruenwald and Jiaheng Lu and Wolfgang Mauerer},
	booktitle = {Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases ({VLDB} 2023) - International Workshop on Quantum Data Science and Management (QDSM'23), Vancouver, Canada},
	year = {2023},
	url = {https://ceur-ws.org/Vol-3462/QDSM1.pdf}
}

@inproceedings{Paasche2023InconsistentData,
author = {Simon Paasche and Sven Groppe},
title = {Poster: Handling Inconsistent Data in Industry 4.0},
booktitle = {Proceedings of the 17th ACM International Conference on Distributed and Event-Based Systems (DEBS '23)},
year = {2023},
isbn = {9798400701221},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3583678.3603281},
pages = {180–181},
location = {Neuchatel, Switzerland}
}

@inproceedings{Paasche2023GreenCC,
	title = {GreenCC: A Hybrid Approach to Sustainably Validate Manufacturing Data in Industry 4.0 Environments},
	author = {Simon Paasche and Sven Groppe},
	booktitle = {Proceedings of the 12th International Conference on Data Science, Technology and Applications ({DATA}), Rome, Italy},
	year = {2023},
        url = {https://doi.org/10.5220/0012147900003541}
}

@article{Paasche2023StateAutomaton,
  author = {Simon Paasche and Sven Groppe},
  title = {A Finite State Automaton for Green Data Validation in a Real-World Smart Manufacturing Environment with Special Regard to Time-Outs and Overtaking},
  journal = {Future Internet},
  volume = {15},
  year = {2023},
  number = {11},
  url = {https://doi.org/10.3390/fi15110349}
}

@inproceedings{Nayak2023QUBO_JOO,
	title = {Constructing Optimal Bushy Join Trees by Solving QUBO Problems on Quantum Hardware and Simulators},
	author = {Nitin Nayak and Jan Rehfeld and Tobias Winker and Benjamin Warnke and Umut Çalıkyılmaz and Sven Groppe},
	booktitle = {Proceedings of the International Workshop on Big Data in Emergent Distributed Environments (BiDEDE), Seattle, WA, USA},
	year = {2023},
	url = {https://doi.org/10.1145/3579142.3594298}
}

@inproceedings{Warnke2023_1,
	title = {Distributed SPARQL Queries in Collaboration with the Routing Protocol},
	author = {Benjamin Warnke and Stefan Fischer and Sven Groppe},
	booktitle = {Proceedings of the 27th International Database Engineered Applications Symposium (IDEAS), Heraklion, Crete, Greece},
	year = {2023},
	url = {https://doi.org/10.1145/3589462.3589497}
}

@inproceedings{Khorashadizadeh2023Text2KGInContextLearning,
	title = {Exploring In-Context Learning Capabilities of Foundation Models for Generating Knowledge Graphs from Text},
	author = {Hanieh Khorashadizadeh and Nandana Mihindukulasooriya and Sanju Tiwari and Jinghua Groppe and Sven Groppe},
	booktitle = {Proceedings of the 2nd International Workshop on Knowledge Graph Generation From Text (Text2KG) in conjunction with the Extended Semantic Web Conference (ESWC 2023), Hersonissos, Greece},
	year = {2023},
        url = {https://ceur-ws.org/Vol-3447/Text2KG_Paper_9.pdf}
}

@article{groth2023hybrid,
  title={Hybrid CPU/GPU/APU accelerated query, insert, update and erase operations in hash tables with string keys},
  author={Groth, Tobias and Groppe, Sven and Pionteck, Thilo and Valdiek, Franz and Koppehel, Martin},
  journal={Knowledge and Information Systems},
  pages={4359--4377},
  year={2023},
  publisher={Springer}
}

@inproceedings{Gruenwald2023IndexTuning,
	title = {Index Tuning with Machine Learning on Quantum Computers for Large-Scale Database Applications},
	author = {Le Gruenwald and Tobias Winker and Umut Çalıkyılmaz and Jinghua Groppe and Sven Groppe},
	booktitle = {Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases ({VLDB} 2023) - International Workshop on Quantum Data Science and Management (QDSM'23), Vancouver, Canada},
	year = {2023},
	url = {https://ceur-ws.org/Vol-3462/QDSM5.pdf}
}

@proceedings{Bordawekar2023WorkshopsVLDB,
	author = {Rajesh Bordawekar and Cinzia Cappiello and Vasilis Efthymiou and Lisa Ehrlinger and Vijay Gadepally and Sainyam Galhotra and Sandra Geisler and Sven Groppe and Le Gruenwald and Alon Y. Halevy and Hazar Harmouch and Oktie Hassanzadeh and Ihab F. Ilyas and Ernesto Jimenez-Ruiz and Sanjay Krishnan and Tirthankar Lahiri and Guoliang Li and Jiaheng Lu and Wolfgang Mauerer and Umar Farooq Minhas and Felix Naumann and M. Tamer Özsu and El Kindi Rezig and Kavitha Srinivas and Michael Stonebraker and Satyanarayana R. Valluri and Maria-Esther Vidal and Haixun Wang and Jiannan Wang and Yingjun Wu and Xun Xue and Mohamed Zait and Kai Zeng},
	title = {Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases {(VLDB} 2023), Vancouver, Canada},
	publisher = {CEUR-WS.org},
	year = {2023},
	url = {https://ceur-ws.org/Vol-3462}
}

@article{Calıkyilmaz2023QC_QO_TSO,
	title = {Opportunities for Quantum Acceleration of Databases: Optimization of Queries and Transaction Schedules},
	author = {Umut Çalıkyılmaz and Sven Groppe and Jinghua Groppe and Tobias Winker and Stefan Prestel and Farida Shagieva and Daanish Arya and Florian Preis and Le Gruenwald},
	journal = {Proc. {VLDB} Endow.},
	volume = {16},
	number = {9},
	pages = {2344--2353},
	year = {2023},
	url = {https://doi.org/10.14778/3598581.3598603}
}

@inproceedings{Paasche22Enhancing,
author = {Simon Paasche and Sven Groppe},
title = {Enhancing Data Quality and Process Optimization for Smart Manufacturing Lines in Industry 4.0 Scenarios},
year = {2022},
url = {https://doi.org/10.1145/3530050.3532928},
booktitle = {Proceedings of The International Workshop on Big Data in Emergent Distributed Environments (BiDEDE '22)},
location = {Philadelphia, Pennsylvania, USA}
}

@inproceedings{Hans2022Silq2Qiskit,
	title = {Silq2Qiskit - Developing a quantum language source-to-source translator},
	author = {Julian Hans and Sven Groppe},
	booktitle = {Proceedings of the 5th International Conference on Computer Science and Software Engineering (CSSE 2022)},
	location = {Guilin, China},
	year = {2022},
	url = {https://doi.org/10.1145/3569966.3570114}
}

@article{OJIOT_2022v8i1n08_Paasche,
  title     = {Generating SPARQL-Constraints for Consistency Checking in Industry 4.0 Scenarios},
  author    = {Simon Paasche and Sven Groppe},
  journal   = {Open Journal of Internet Of Things (OJIOT)},
  year      = {2022},
  volume    = {8},
  number    = {1},
  pages     = {80--90},
  url       = {https://www.ronpub.com/ojiot/OJIOT_2022v8i1n08_Paasche.html},
  publisher = {RonPub}
}

@inproceedings{Groth2022GPUTable,
  title     = {Accelerated Parallel Hybrid GPU/CPU Hash Table Queries with String Keys},
  author    = {Tobias Groth and Sven Groppe and Thilo Pionteck and Martin Koppehel and Franz Valdiek},
  booktitle = {The 33rd International Conference on Database and Expert Systems Applications (DEXA), Vienna, Austria},
  url       = {https://doi.org/10.1007/978-3-031-12426-6_15},
  year      = {2022},
  note      = {This paper received the Norman Revell Best Paper Award}
}

@article{OJIOT_2022v8i1n01e_VLIOT2022,
  title     = {Contributions to the 6th Workshop on Very Large Internet of Things (VLIoT 2022)},
  author    = {Sven Groppe and Sanju Tiwari and Shui Yu},
  journal   = {Open Journal of Internet Of Things (OJIOT)},
  year      = {2022},
  volume    = {8},
  number    = {1},
  pages     = {1--6},
  url       = {https://www.ronpub.com/ojiot/OJIOT_2022v8i1n01e_VLIOT2022.html},
  publisher = {RonPub}
}

@inproceedings{Khorashadizadeh22Covid19,
  author = {Hanieh Khorashadizadeh and Sanju Tiwari and Sven Groppe},
  title = {A Survey on Covid-19 Knowledge Graphs and their Data Sources},
  year = {2022},
  booktitle = {Proceedings of the EAI International Conference on Intelligent Systems and Machine Learning (EAI ICISML 2022)},
  location = {Hyderabad, India},
  url = {https://doi.org/10.1007/978-3-031-35078-8_13}
}

@article{Hura2022AIPart2,
  author = {Gurdeep Singh Hura and Sven Groppe and Sarika Jain and Le Gruenwald},
  title = {Artificial Intelligence in Global Epidemics, Part 2},
  journal = {New Generation Computing (NGCO)},
  year = {2022},
  volume = {40},
  number = {4},
  url = {https://doi.org/10.1007/s00354-022-00196-w},
  publisher = {Springer Science and Business Media {LLC}}
}