Publikationen von Wissenschaftlern aus BIT und IZMD
2019
Industrial Transfer Learning: Boosting Machine Learning in Production Konferenzbeitrag
In: 2019 IEEE 17th International Conference on Industrial Informatics (INDIN), S. 274–279, IEEE, 2019, ISBN: 978-1-7281-2927-3.
Giveme5W1H: A Universal System for Extracting Main Events from News Articles Konferenzbeitrag
In: Proceedings of the 13th ACM Conference on Recommender Systems, 7th International Workshop on News Recommendation and Analytics (INRA 2019), Copenhagen, Denmark, 2019.
A Review of Tree-based approaches to solve forward-backward stochastic differential equations Artikel
In: forthcoming in J. Comput. Finance, 2019.
In: Aslib J. Inf. Manag., Bd. 71, Nr. 3, S. 415–439, 2019, ISSN: 2050-3806.
Why Machines Cannot Learn Mathematics, Yet Konferenzbeitrag
In: 4th Joint Workshop on Bibliometric-Enhanced Information Retrieval and Natural Language Processing for Digital Libraries Co-Located with the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Paris, France, 2019.
More Machine Learning for Less: Comparing Data Generation Strategies in Mechanical Engineering and Manufacturing Konferenzbeitrag
In: Proceedings of the 2019 IEEE Symposium Series on Computational Intelligence (SSCI 2019), IEEE, 2019.
Securing the Integrity of Time Series Data in Open Science Projects Using Blockchain-Based Trusted Timestamping Konferenzbeitrag
In: Proceedings of the Workshop on Web Archiving and Digital Libraries (WADL) Co-Located with the Annual International ACM/IEEE Joint Conference on Digital Libraries (JCDL), Urbana-Champaign, IL, USA, 2019.
Uncertainty measures and prediction quality rating for the semantic segmentation of nested multi resolution street scene images Konferenzbeitrag
In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, S. 1361–1369, 2019, ISBN: 9781728125060.
Detection of False Positive and False Negative Samples in Semantic Segmentation Konferenzbeitrag
In: Design, Automation and Test in Europe (DATE) Conference, 2019.
Deep Bayesian Active Semi-Supervised Learning Artikel
In: Proceedings - 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018, S. 158–164, 2019.
Interkulturelle und sozial verantwortliche Technikbildung-Die Ingenieure ohne Grenzen Challenge Artikel
In: Journal of Technical Education (JOTED), Bd. 7, Nr. 1, 2019.
AnnoMath TeX- a Formula Identifier Annotation Recommender System for STEM Documents Konferenzbeitrag
In: Bogers, Toine; Said, Alan; Brusilovsky, Peter; Tikk, Domonkos (Hrsg.): Proceedings of the 13th ACM Conference on Recommender Systems 2019, Copenhagen, Denmark, September 16-20, 2019, S. 532–533, ACM, 2019.
Towards Formula Concept Discovery and Recognition Konferenzbeitrag
In: Chandrasekaran, Muthu Kumar; Mayr, Philipp (Hrsg.): Proceedings of the 4th Joint Workshop on Bibliometric-Enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019) Co-Located with the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Paris, France, July 25, 2019, S. 108–115, CEUR-WS.org, 2019.
Overview of Licensing Platforms Based on Distributed Ledger Technology Konferenzbeitrag
In: Proceedings of the 52nd International Conference on System Sciences, IEEE USA, 2019.
Exact Algorithms for Handling Outliers in Center Location Problems on Networks Using k-max Functions Artikel
In: European Journal of Operational Research, Bd. 273, Nr. 2, S. 441–451, 2019, ISSN: 0377-2217.
Forecasting Aachen 2030 -- Urbane Produktion in der Zukunftsstadt Artikel
In: MIA Expertisen, 2019.
Interne und externe Kommunikation interdisziplinärer Forschungsprojekte - ein Erfahrungsbericht Artikel
In: MIA Expertisen, 2019.
Bézier Curve Based Continuous and Smooth Motion Planning for Self-Learning Industrial Robots Artikel
In: Procedia Manufacturing, Bd. 38, S. 423–430, 2019, ISSN: 2351-9789.
The ethical dilemma when (not) setting up cost-based decision rules in semantic segmentation Konferenzbeitrag
In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, S. 1395–1403, 2019, ISBN: 9781728125060.
`Too Late to Collaborate': Challenges to the Discovery of in-Progress Research Konferenzbeitrag
In: Proceedings of the Annual International ACM/IEEE Joint Conference on Digital Libraries (JCDL), Urbana-Champaign, IL, USA, 2019.
Academic Plagiarism Detection: A Systematic Literature Review Artikel
In: ACM Comput. Surv., Bd. 52, Nr. 6, S. 112:1–112:42, 2019, ISSN: 0360-0300.
2018
Classification uncertainty of deep neural networks based on gradient information Konferenzbeitrag
In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), S. 113–125, Springer 2018, ISBN: 9783319999777.
Interdisciplinary Cooperation Management in Research Clusters: A Review of Twelve Years Konferenzbeitrag
In: ICICKM 2018 15th International Conference on Intellectual Capital Knowledge Management & Organisational Learning, S. 216, 2018.
Interdisciplinary Data Driven Production Process Analysis for the Internet of Production Artikel
In: Procedia Manufacturing, Bd. 26, S. 1065–1076, 2018, ISSN: 2351-9789.
Continuous Motion Planning for Industrial Robots based on Direct Sensory Input Artikel
In: Procedia CIRP, Bd. 72, S. 291–296, 2018, ISSN: 22128271.
HyPlag: A Hybrid Approach to Academic Plagiarism Detection Konferenzbeitrag
In: Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, S. 1321–1324, Ann Arbor, MI, USA, 2018, ISBN: 978-1-4503-5657-2.
An Adaptive Image-Based Plagiarism Detection Approach Konferenzbeitrag
In: Proceedings of the 18th ACM/IEEE Joint Conference on Digital Libraries (JCDL), S. 131–140, Fort Worth, USA, 2018, ISBN: 978-1-4503-5178-2.
In: Fabriksoftware, Bd. 2018, Nr. 2, S. 42–44, 2018, ISSN: 25697692.
A Web-based UI to Enable Semantic Modeling for Everyone Artikel
In: Procedia Computer Science, Bd. 6, Nr. 137, S. 249–254, 2018, ISSN: 18770509.
Applying Semantics to Reduce the Time to Analytics within Complex Heterogeneous Infrastructures Artikel
In: Technologies, Bd. 6, Nr. 3, S. 86, 2018, ISSN: 2227-7080.
Flow Chart Based Information Modeling for Factory Planning Artikel
In: Procedia CIRP, Bd. 72, S. 410–415, 2018, ISSN: 22128271.
User-centered Integration of Automated Air Mobility into Urban Transportation Networks Artikel
In: 2018 IEEE/AIAA 37th Digital Avionics Systems Conference (DASC), S. 1–10, 2018.
Towards Formula Translation Using Recursive Neural Networks Konferenzbeitrag
In: Proceedings of the 11th Conference on Intelligent Computer Mathematics (CICM), Hagenberg, Austria, 2018.
Towards Combining Semantic Concepts from Multiple Knowledge Bases Konferenzbeitrag
In: 12th IEEE International Conference on Semantic Computing, S. 312–313, IEEE, Piscataway, NJ, 2018, ISBN: 978-1-5386-4408-9.
Gathering and Combining Semantic Concepts from Multiple Knowledge Bases Artikel
In: ICEIS 2018, Bd. 1, S. 69–80, 2018.
Fostering Open Science by Using Blockchain Technology Konferenzbeitrag
In: 2018.
An Extensible Semantic Search Engine for Biomedical Publications Artikel
In: 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services (Healthcom), 2018.
Securing Physical Assets on the Blockchain - Linking a Novel Object Identification Concept with Distributed Ledgers Konferenzbeitrag
In: Proceedings of the 1st Workshop on Cryptocurrencies and Blockchains for Distributed Systems (CryBlock'18), ACM, Munich, Germany, 2018.
On-Chain Vs. Off-Chain Storage for Supply- and Blockchain Integration Artikel
In: It - Inf. Technol., Bd. 60, Nr. 5-6, S. 283–291, 2018.
OriginStamp: A Blockchain-Backed System for Decentralized Trusted Timestamping Artikel
In: It - Inf. Technol., Bd. 60, Nr. 5-6, S. 273–281, 2018.
Ablation of a Robot's Brain: Neural Networks Under a Knife Artikel
In: arXiv arXiv:1812.05687, 2018.
STIDes Revisited-Tackling Global Time Shifts and Scaling Artikel
In: 2018 International Conference on Innovations in Information Technology (IIT), 2018.
Similarity Recognition of Interval-Based Sleep Data Artikel
In: 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services (Healthcom), 2018.
In: ICEIS 2018, Bd. 1, S. 175–182, 2018.
Design of an Automated Measuring System for RFID Transponders in Complex Environments Artikel
In: 2018 IEEE International Conference on RFID Technology & Application (RFID-TA), 2018.
Least Angle Regression Coarsening in Bootstrap Algebraic Multigrid Artikel
In: SIAM Journal on Scientific Computing, Bd. 40, Nr. 6, S. A3928-A3954, 2018.
Enabling Semantics in Enterprises Artikel
In: ICEIS 2017: Enterprise Information Systems, Nr. 137, S. 428–450, 2018.
KinetiX - designing auxetic-inspired deformable material structures Artikel
In: Computers & Graphics, Bd. 75, S. 72–81, 2018, ISSN: 0097-8493.
Where to Park? Predicting Free Parking Spots in Unmonitored City Areas Konferenzbeitrag
In: Akerkar, Rajendra; Ivanovi'c, Mirjana; Kim, Sang-Wook; Manolopoulos, Yannis; Rosati, Riccardo; Savi'c, Milos; Badica, Costin; Radovanovi'c, Milos (Hrsg.): Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics, S. 1–12, ACM, New York, 2018, ISBN: 9781450354899.
Introducing MathQA - a Math-Aware Question Answering System Konferenzbeitrag
In: Proceedings of the Annual International ACM/IEEE Joint Conference on Digital Libraries (JCDL), Workshop on Knowledge Discovery, Fort Worth, USA, 2018.