2021

Machine Learning For Intelligent Maintenance And Quality Control: A Review Of Existing Datasets And Corresponding Use Cases
Author: Biegel, Metternich, Jourdan, Longard | Jahr: 2021 | Source: Herberger, D.; Hübner, M. (Eds.): Proceedings of the 2nd Conference on Production Systems and Logistics (CPSL 2021). Hannover : Institutionelles Repositorium der Leibniz Universität Hannover, 2021, S. 499-513.
Employee-friendly implementation of AI systems in terms of acceptance and trust: Development of a research model based on a qualitative analysis
Author: von Garrel, Jung | Jahr: 2021 | Source: TATuP - Zeitschrift für Technikfolgenabschätzung in Theorie Und Praxis, 30(3), 37–43.
Sustainable implementation of artificial intelligence (AI) and its influence on the work ability in the manufacturing sector
Author: von Garrel, Werens | Jahr: 2021 | Source: 5th European Conference on Technology Assessment: Digital Future(s)
An Ontology-Based Concept for Meta AutoML
Author: Humm, Zender | Jahr: 2021 | Source: Maglogiannis I., Macintyre J., Iliadis L. (eds) Artificial Intelligence Applications and Innovations. AIAI 2021. IFIP Advances in Information and Communication Technology, vol 627. Springer, Cham.
Neue Expertise zu Künstlicher Intelligenz in der Arbeitswelt. Kompetenzzentrum für Arbeit und KI startet in Darmstadt
Author: Subtil, Stockinger, Petrat, Polanski-Schräder | Jahr: 2021 | Source: Technik & Mensch (2), 5-6.
Development of Cooperative Artificial Intelligence (AI) : Applications to Support Human Work Manufacturing
Author: Bruder, Stockinger, Petrat, Zöller, Black, Neumann, Noy | Jahr: 2021 | Source: Lecture Notes in Networks and Systems, 221, In: Proceedings of the 21th Congress of the International Ergonomics Association (IEA 2021), 13.-18. Juni 2021, Vol. 3: Sector Based Ergonomics, S. 391-397, Cham, Springer.
Einschätzungen zur digitalen Transformation im Bauwesen: Herausforderungen, Trends und Entwicklungen
Author: Rogalski | Jahr: 2021 | Source: Tagungsband zur Online-Sitzung des Arbeitskreises Digitalisierung der BVMB, Open Experience, Karlsruhe, 2021, Ausgabe 4
Leveraging Probabilistic Circuits for Nonparametric Multi-Output Regression
Author: Yu, Zhu, Trapp, Skryagin, Kersting | Jahr: 2021 | Source: Proceedings of the 37th Conference on Uncertainty in Artificial Intelligence (UAI)
Whittle Networks: A Deep Likelihood Model for Time Series
Author: Yu, Ventola, Kersting | Jahr: 2021 | Source: Proceedings of the 38th International Conference on Machine Learning (ICML), 12177-12186.
Sum-Product-Attention Networks: Leveraging Self-Attention in Probabilistic Circuits
Author: Yu, Dhami, Kersting | Jahr: 2022 | Source: arXiv preprint arXiv:2109.06587.
Towards Learned Metadata Extraction for Data Lakes
Author: Langenecker, Sturm, Schalles, Binnig | Jahr: 2021 | Source: Datenbanksysteme für Business, Technologie und Web (BTW), 2021: 325-336
Netted?! How to Improve the Usefulness of Spider & Co
Author: Hättasch, Geisler, Binnig | Jahr: 2021 | Source: DESIRES 2021: 38-43
Netted?! ReStore - Neural Data Completion for Relational Databases
Author: Hilprecht, Binnig | Jahr: 2021 | Source: SIGMOD Conference 2021: 710-722
DeepDB: Learn from Data, not from Queries!
Author: Hilprecht, Schmidt, Kulessa, Molina, Kersting, Binnig | Jahr: 2021 | Source: Proc. VLDB Endow. 13(7): 992-1005 (2020)
Summarization Beyond News: The Automatically Acquired Fandom Corpora.
Author: Hättasch, Geisler, Meyer, Binnig | Jahr: 2021 | Source: LREC 2020: 6700-6708
IDEBench: A Benchmark for Interactive Data Exploration
Author: Eichmann, Zgraggen, Binnig, Kraska | Jahr: 2021 | Source: SIGMOD Conference 2020: 1555-1569
Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data
Author: Battle, Eichmann, Angelini, Catarci, Santucci, Zheng, Binnig, Fekete, Moritz | Jahr: 2021 | Source: SIGMOD Conference 2020: 1571-1587
DBPal: A Fully Pluggable NL2SQL Training Pipeline
Author: Weir, Utama, Galakatos, Crotty, Ilkhechi, Ramaswamy, Bhushan, Geisler, Hättasch, Eger, Çetintemel, Binnig | Jahr: 2021 | Source: SIGMOD Conference 2020: 2347-2361
It’s AI Match: A Two-Step Approach for Schema Matching Using Embeddings
Author: Hättasch, Truong-Ngoc, Schmidt, Binnig | Jahr: 2021 | Source: AIDB@VLDB 2020
Quest: A Query-driven Explanation Framework for Black-Box Classifiers on Tabular Data
Author: Geisler | Jahr: 2021 | Source: Biennial Conference on Design of Experimental Search & Information Retrieval Systems (2021).

2022

Integrating Assessment Methods in the Development of ML-based Business Models for Manufacturing
Author: Hoffmann, Lang, Metternich | Jahr: 2022 | Source: CPSL 2022; Hannover
Development of a framework for the holistic generation of ML-based business models in manufacturing
Author: Hoffmann, Lang, Metternich | Jahr: 2022 | Source: CIRP CMS 2022
Predictive Whittle Networks for Time Series
Author: Yu, Ventola, Thoma, Dhami, Mundt, Kersting | Jahr: 2022 | Source: Proc. UAI 180.2320-2330 (2022)
Enabling Virtual Met Masts for wind energy applications through machine learning-methods
Author: Schwegmann, Faulhaber, Pfaffel, Yu, Dörenkämper, Kersting, Gottschall | Jahr: 2022 | Source: Energy and AI:100209. (2022)
User Label Leakage from Gradients in Federated Learning
Author: Wainakh, Ventola, Müßig, Keim, Cordero, Zimmer, Grube, Kersting, Mühlhäuser | Jahr: 2022 | Source: Proceedings on Privacy Enhancing Technologies (PoPETS 2022)
Elevating Perceptual Sample Quality in Probabilistic Circuits through Differentiable Sampling
Author: Lang, Mundt, Ventola, Peharz, Kersting | Jahr: 2022 | Source: NeurIPS 2021 Workshop on Pre-registration in Machine Learning, 1–25. (2022)
Sum-Product-Attention Networks: Leveraging Self-Attention in Probabilistic Circuits
Author: Yu, Dhami, Kersting | Jahr: 2022 | Source: TPM workshop@UAI (2022)
Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction
Author: Hilprecht, Binnig | Jahr: 2022 | Source: Proc. VLDB Endow. 15(11): 2361-2374 (2022)
Demonstrating CAT: Synthesizing Data-Aware Conversational Agents for Transactional Databases
Author: Gassen, Hättasch, Hilprecht, Geisler, Fraser, Binnig | Jahr: 2022 | Source: Proc. VLDB Endow. 15(12): 3586-3589 (2022)
Demonstrating Quest: A Query-Driven Framework to Explain Classification Models on Tabular Data
Author: Hättasch, Geisler, Binnig | Jahr: 2022 | Source: Proc. VLDB Endow. 15(12): 3722-3725 (2022)
One Model to Rule them All: Towards Zero-Shot Learning for Databases
Author: Hilprecht, Binnig | Jahr: 2022 | Source: CIDR 2022
Introducing quest: a query-driven framework to explain classification models on tabular data
Author: Geisler, Binnig | Jahr: 2022 | Source: HILDA@SIGMOD 2022: 2:1-2:4
DiffML: End-to-end Differentiable ML Pipelines
Author: Hilprecht, Hammacher, Reis, Abdelaal, Binnig | Jahr: 2022 | Source: CoRR abs/2207.01269 (2022)
What constitutes a machine-learning-driven business model? A taxonomy of B2B start-ups with machine learning at their core
Author: Vetter, Hoffmann, Pumplun, Buxmann | Jahr: 2022 | Source: Proceedings of the 30th European Conference on Information Systems (ECIS 2022), pp. 1-18.
Combining process monitoring with text mining for anomaly detection in discrete manufacturing
Author: Biegel, Jourdan, Madreiter, Kohl, Fahle, Ansari, Kuhlenkötter, Metternich | Jahr: 2022 | Source: 12th Conference on Learning Factories, SSRN
Deep learning for multivariate statistical in-process control in discrete manufacturing: A case study in a sheet metal forming process
Author: Biegel, Jourdan, Hernandez, Cviko, Metternich | Jahr: 2022 | Source: 55th CIRP Conference on Manufacturing Systems, Procedia CIRP
You Got the Job! Understanding Hiring Decisions for Robots as Organizational Members
Author: Heitlinger, Stock-Homburg, Wolf | Jahr: 2022 | Source: 17th ACM/IEEE International Conference on Human-Robot Interaction (HRI), Sapporo, Japan, 2022, pp. 530-540
Der Einsatz Künstlicher Intelligenz in produzierenden Unternehmen: Eine Morphologie industrieller, KI-basierter Arbeitssysteme
Author: von Garrel, Jahn, Schröter | Jahr: 2022 | Source: Zeitschrift für wirtschaftlichen Fabrikbetrieb, 117(5), 338-343.
Eine Morphologie KI-basierter Arbeitssysteme
Author: von Garrel, Jung | Jahr: 2022 | Source: 68. GfA-Frühjahrskongress, GfA-Press, Sankt Augustin.
Durchführung einer Analyse zu den Auswirkungen von KI-Arbeitssystemen auf die Arbeitsfähigkeit von Mitarbeiter:innen
Author: von Garrel, Werens | Jahr: 2022 | Source: 68. GfA-Frühjahrskongress, GfA-Press, Sankt Augustin.
Eine empirische Analyse zur Technikakzeptanz von robotergestützter Prozessautomatisierung (RPA) - Teil 1
Author: von Garrel, Geist | Jahr: 2022 | Source: Industrie 4.0 Management
Eine empirische Analyse zur Technikakzeptanz von robotergestützter Prozessautomatisierung (RPA) - Teil 2
Author: von Garrel, Geist | Jahr: 2022 | Source: Industrie 4.0 Management
Vertrauen und Akzeptanz bei KI-basierten, industriellen Arbeitssystemen: Eine qualitative Analyse.
Author: von Garrel, Jung, Werens | Jahr: 2022 | Source: Zeitschrift für wirtschaftlichen Fabrikbetrieb, 117(11), 781-783.
Selbstbestimmung und Motivation bei der Projektarbeit – Eine empirische Analyse zum souveränen Arbeitshandeln
Author: von Garrel, Düben | Jahr: 2022 | Source: Gruppe.Interaktion.Organisation. Zeitschrift für angewandte Organisationspsychologie (gio)
Nutzenbasierte Preisgestaltung kooperativer KI-basierter Software in produzierenden Unternehmen – Eine empirische Untersuchung KI-basierter Geschäftsmodelle
Author: von Garrel, Berger | Jahr: 2022 | Source: Demmler et al., Informatik 2022 – Informatik in den Naturwissenschaften. Gesellschaft für Informatik e.V..
Integrating Assessment Methods in the Development of ML-based Business Models for Manufacturing
Author: Hoffmann, Lang, Metternich | Jahr: 2022 | Source: CPSL
Ontology-based Meta AutoML
Author: Zender, Humm | Jahr: 2022 | Source: Integrated Computer-Aided Engineering

2023

DiffML: End-to-end Differentiable ML Pipelines
Author: Hilprecht, Hammacher, Reis, Abdelaal, Binnig | Jahr: 2023 | Source: Proceedings of the Seventh Workshop on Data Management for End-to-End Machine Learning (DEEM '23). Association for Computing Machinery, New York, NY, USA, Article 7, 1–7.
WikiDBs: A Corpus Of Relational Databases From Wikidata
Author: Vogel, Binnig | Jahr: 2023 | Source: Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada 2023 Aug 28 (Vol. 3462).
SportsTables: A New Corpus for Semantic Type Detection (Extended Version)
Author: Langenecker, Sturm, Schalles | Jahr: 2023 | Source: Datenbank Spektrum 23, 189–197 (2023).
Steered Training Data Generation for Learned Semantic Type Detection
Author: Langenecker, Sturm, Schalles, Binnig | Jahr: 2023 | Source: Proc. ACM Manag. Data 1, 2, Article 201 (June 2023), 25 pages.
SPARE: A Single-Pass Neural Model for Relational Databases
Author: Hilprecht, Kersting, Binnig | Jahr: 2023 | Source: CoRR abs/2310.13581v1 (2023)
Neuro-Symbolic Transpilation. The Sum Product Loop Case
Author: Pfanschilling, Shindo, Dhami, Kersting | Jahr: 2023 | Source: International Journal of Approximate Reasoning (IJAR)
DeiSAM: Segment Anything with Deictic Prompting
Author: Shindo, Brack, Shudhakaran, Dhami, Schramowski, Kersting | Jahr: 2023 | Source: 41st International Conference on Machine Learning (2024)
Pix2Code: Learning to Compose Neural Visual Concepts as Programs
Author: Wüst, Stammer, Delfosse, Dhami, Kersting | Jahr: 2023 | Source: Submitted to 41st International Conference on Machine Learning (2024)
United We Pretrain, Divided We Fail! Representation Learning for Time Series by Pretraining on 75 Datasets at Once
Author: Kraus, Divo, Steinmann, Dhami, Kersting | Jahr: 2023 | Source: Submitted to 41st International Conference on Machine Learning (2024)
Probabilistic Circuits That Know What They Don't Know
Author: Ventola, Braun, Yu, Mundt, Kersting | Jahr: 2023 | Source: Proceedings of the 39th Conference on Uncertainty in Artificial Intelligence (UAI)
Characteristic Circuits
Author: Yu, Trapp, Kersting | Jahr: 2023 | Source: Proceedings of the 37th Annual Conference on Neural Information Processing Systems (NeurIPS)
One Size Does Not Fit All: Developing Robot User Types for Office Robots
Author: Stock-Homburg, Heitlinger | Jahr: 2023 | Source: International Conference on Human-Computer Interaction (pp. 204-214). Cham: Springer Nature Switzerland
As Much Art as Science - Examining the Realization of Business Models Driven by Machine Learning Through a Dynamic Capabilities Perspective
Author: Vetter, Mehler, Buxmann | Jahr: 2023 | Source: ECIS 2023 Research Papers. 241.
How Much Are Machine Assistants Worth? Willingness to Pay for Machine Learning-Based Software Testing
Author: Vetter, Mehler | Jahr: 2023 | Source: ECIS 2023 Research Papers. 355.
An Ambidextrous Perspective on Machine Learning Development and Operation: The Nexus of Organizational Structure, Tensions, and Tactics
Author: Vetter, Pumplun, Koppe | Jahr: 2023 | Source: PACIS 2023 Proceedings. 40.
A User-Centric Approach to Explainable AI in Corporate Performance Management
Author: Vetter, Efremov | Jahr: 2023 | Source: PACIS 2023 Proceedings. 70
Machine Learning Developments as Stimuli for Organizational Learning
Author: Vetter, Sturm, Fecho, Buxmann | Jahr: 2023 | Source: ICIS 2023 Proceedings. 5.
Exploring the Effect of National Culture on Emerging Technologies: A Glimpse into the Future
Author: Mehler, Turan Akdag, Zöll | Jahr: 2023 | Source: PACIS 2023 Proceedings. 12.
An Industry-Specific Investigation on Artificial Intelligence Adoption: The Cases of Financial Services and Manufacturing
Author: Mehler, Hoffmann | Jahr: 2023 | Source: PACIS 2023 Proceedings. 1.
A Framework for Developing Cross-Sectional Surveys
Author: Mehler, Ellenrieder, Turan Akdag, Wagner, Benbasat | Jahr: 2023 | Source: PACIS 2023 Proceedings. 6.
Transition State Clustering for Interaction Segmentation and Learning
Author: Hahne, Prasad, Kshirsagar, Koert, Stock-Homburg, Peters, Chalvatzaki | Jahr: 2023 | Source: Companion of the ACM/IEEE International Conference on Human-Robot Interaction (HRI) 2024
Kinematically Constrained Human-like Bimanual Robot-to-Human Handovers
Author: Goeksu, Almeida-Correia, Prasad, Kshirsagar, Koert, Peters, Chalvatzaki | Jahr: 2023 | Source: Companion of the ACM/IEEE International Conference on Human-Robot Interaction (HRI) 2024
Seizing the value of data: Selecting appropriate pricing strategies for data-based services in manufacturing
Author: Hoffmann, Lang, Metternich | Jahr: 2023 | Source: 56th CIRP Conference on Manufacturing Systems
Soziotechnische Gestaltung KI-basierter Arbeitssysteme
Author: von Garrel, Jung | Jahr: 2023 | Source: GfA-Press, Sankt Augustin
Unternehmenskultur – eine Konstante und Basis im disruptiven Zeitalter technologischer Umbrüche?
Author: von Garrel, Jung, Thomas, Werens | Jahr: 2023 | Source: Zeitschrift Führung und Organisation (zfo) 92. Jahrgang, 2023
Durchführung einer quantitativen Studie hinsichtlich der Akzeptanz von KI-basierten Arbeitssystemen von Arbeitnehmer:innen in Deutschland
Author: von Garrel, Jung | Jahr: 2023 | Source: GfA-Press, Sankt Augustin
Implementation of artificial intelligence at the workplace, considering the work ability of employees
Author: von Garrel, Jung, Werens | Jahr: 2023 | Source: TATuP, Juli 2023
Unternehmenskultur als Innovationstreiber - Ein nicht zu unterschätzender Wettbewerbskatalysator
Author: von Garrel, Thomas, Werens | Jahr: 2023 | Source: IM-io Fachmagazin, September 2023
How Companies and Employees can contribute to the purpose of XAI - A Systematic Literature Review on requirements for adopting AI at work
Author: von Garrel, Werens | Jahr: 2023 | Source: Submitted to Conference-Paper for HICSS Conference
KI in der Produktion – und was ist mit dem Menschen?
Author: von Garrel, Werens | Jahr: 2023 | Source: Fachzeitschrift wt WerkstattsTechnik, 9. Ausgabe „Montage, Handhabung, Automatisierung, Industrieroboter“
Digital gestresst durch Vorgesetzte? Eine empirische Untersuchung zum Zusammenhang zwischen dem erlebten Führungsstil und dem Entstehen von Technostress bei Mitarbeiter_innen von Unternehmen in Deutschland
Author: von Garrel, Thelen | Jahr: 2023 | Source: Zeitschrift für Arbeits- und Organisationspsychologie

2024

Evaluierung eines Befragungsinstruments zur Bewertung von unternehmens- und menschbezogenen Auswirkungen auf die Arbeit durch KI-Anwendungen
Author: Kutscher, Petrat, Werens, von Garrel, Joisten, Martines | Jahr: 2024 | Source: Arbeitswissenschaft in-the-loop : Mensch-Technologie-Integration und ihre Auswirkung auf Mensch, Arbeit und Arbeitsgestaltung ; Dokumentation des 70. Arbeitswissenschaftlichen Kongresses, Sankt Augustin, GfA-Press, 70. GfA-Frühjahrskongress, Stuttgart
Nutzerzentrierte Evaluation einer Mensch-Maschine-Schnittstelle zur KI-basierten multivariaten statistischen In-Prozess Kontrolle in der Fertigung
Author: Theobald, Biegel, Steinebach, Joisten | Jahr: 2024 | Source: GfA Frühjahrskongress 2024 in Stuttgart
Nutzung digitaler Zwillinge in der digitalen Fabrik
Author: Webert, Simons | Jahr: 2024 | Source: AALE-Konferenz 2024
Deep Classifier Mimicry without Data Access
Author: Braun, Mundt, Kersting | Jahr: 2024 | Source: 26th international Conference on Artificial Intelligence and Statistics
Towards Extending XAI for Full Data Science Pipelines
Author: Geisler, Binnig | Jahr: 2024 | Source: Proceedings of the 2024 Workshop on Human-In-the-Loop Data Analytics (HILDA 24) Association for Computing Machinery, New York, NY, USA, 1–7.
More of that, please: Domain Adaptation of Information Extraction through Examples & Feedback
Author: Hattäsch, Binnig | Jahr: 2024 | Source: Proceedings of the 2024 Workshop on Human-In-the-Loop Data Analytics (HILDA 24) Association for Computing Machinery, New York, NY, USA, 1–7.
Demonstrating CAESURA: Language Models as Multi-Modal Query Planners
Author: Urban, Binnig | Jahr: 2024 | Source: Companion of the 2024 International Conference on Management of Data (SIGMOD/PODS '24). Association for Computing Machinery, New York, NY, USA, 472–475
Pythagoras: Semantic Type Detection of Numerical Data in Enterprise Data Lakes
Author: Langenecker, Sturm, Schalles, Binnig | Jahr: 2024 | Source: EDBT 2024: 725-733
Box2Go: Collaborative Interactive Infobox Filling
Author: Hattäsch, Binnig | Jahr: 2024 | Source: WWW (Companion Volume) 2024: 1003-1006
LLMs for Data Engineering on Enterprise Data
Author: Bodensohn, Brackmann, Vogel, Urban, Sanghi, Binnig | Jahr: 2024 | Source: VLDB Workshops 2024
CAESURA: Language Models as Multi-Modal Query Planners
Author: Urban, Binnig | Jahr: 2024 | Source: CIDR 2024
Rethinking Table Retrieval from Data Lakes
Author: Bodensohn, Binnig | Jahr: 2024 | Source: aiDM@SIGMOD 2024: 2:1-2:5
New Game, New Rules? Investor Ecosystem Effects on AI Startup Success
Author: Altunay, Vetter | Jahr: 2024 | Source: ICIS 2024 Proceedings 14
All Eyes on the Reviewer: Understanding the Impact of GenAI on Mental Workload and Performance in Code Reviews
Author: Unzicker, Mehler, Kammholz, Sturm, Jourdan, Buxmann | Jahr: 2024 | Source: ICIS 2024 Proceedings 4
Productivity vs. Purpose: Generative AI Enhances Task Performance but Reduces Meaningfulness in Programming
Author: Mehler, Krautter | Jahr: 2024 | Source: ECIS 2024 Proceedings 7
Productivity vs. Purpose: Generative AI Enhances Task Performance but Reduces Meaningfulness in Programming
Author: Mehler, Krautter | Jahr: 2024 | Source: ECIS 2024 Proceedings 7
The Influence of Effort on the Perceived Value of Generative AI: A Study of the IKEA Effect
Author: Mehler, Ellenrieder, Buxmann | Jahr: 2024 | Source: ECIS 2024 Proceedings 6
A machine learning based approach for value stream map digitization
Author: Mitschke, Spieckermann, Metternich | Jahr: 2024 | Source: CIRP ICME 2924
Transition State Clustering for Interaction Segmentation and Learning
Author: Hahne, Kshirsagar, Koert, Stock-Homburg, Peters, Chalvatzaki | Jahr: 2024 | Source: In Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction
After the First Glance! Robot Acceptance and Long-term Performance in Human-Robot Teams
Author: Heitlinger, Wolf, Wirtz, Stock-Homburg | Jahr: 2024 | Source: ICIS 2024 Proceedings 9
Navigating the Rise of Service Robots–Success Factors, Trade-Offs, and Implementation
Author: Knof, Stock-Homburg, Wirtz | Jahr: 2024 | Source: ICIS 2024 Proceedings 1
MoVEInt: Mixture of Variational Experts for Learning Human-Robot Interactions from Demonstrations
Author: Prasad, Kshirsagar, Stock-Homburg, Peters, Chalvatzaki | Jahr: 2024 | Source: IEEE Robotics and Automation Letters
Introduction to the “Shaping Future Interactions with Social Robots and Service Robots”
Author: Stock-Homburg, Heitlinger | Jahr: 2024 | Source: Minitrack at HICSS-57
More of that, please: Domain Adaptation of Information Extraction through Examples & Feedback
Author: Binnig, Hättasch | Jahr: 2024 | Source: In Proceedings of the 2024 Workshop on Human-In-the-Loop Data Analytics (HILDA 24). Association for Computing Machinery, New York, NY, USA, 1–7
Graph Neural Networks Need Cluster-Normalize-Activate Modules
Author: Skryagin, Divo, Amin Ali, Singh Dhami, Kersting | Jahr: 2024 | Source: In Proceedings of the 38th Conference on Neural Information Processing Systems (NeurIPS)
Forecasting Company Fundamentals
Author: Divo, Endress, Endler, Kersting, Singh Dhami | Jahr: 2024 | Source: Submitted to Transactions on Machine Learning Research
The Constitutional Filter
Author: Kohaut, Divo, Flade, Singh Dhami, Eggert, Kersting | Jahr: 2024 | Source: Submitted to the IEEE International Conference on Robotics and Automation 2025
Navigating Shortcuts, Spurious Correlations, and Confounders: From Origins via Detection to Mitigation
Author: Steinmann, Divo, Kraus, Wüst, Struppek, Friedrich, Kersting | Jahr: 2024 | Source: arXiv preprint. To be submitted to ACM Computing Surveys
Hyperparameter Optimization via Interacting with Probabilistic Circuits
Author: Seng, Ventola, Yu, Kersting | Jahr: 2024 | Source: In Working Notes of the Workshop Track of the International Conference on Automated Machine Learning (AutoML)
ChiSPN: Characteristic Interventional Sum-Product Networks for Causal Inference in Hybrid Domains
Author: Poonia, Willig, Yu, Zecevic, Kersting, Singh Dhami | Jahr: 2024 | Source: In Proceedings of the 40th Conference on Uncertainty in Artificial Intelligence (UAI)
Bi-Level One-Shot Architecture Search for Probabilistic Time Series Forecasting
Author: Kalter, Seng, Yu, Ventola, Kersting | Jahr: 2024 | Source: In Proceedings of the International Conference on Automated Machine Learning (AutoML)
A Concept To Support Decision-Making In Inspection Processes of Circular Economy
Author: Sandner, Metternich | Jahr: 2024 | Source: Herberger, D.; Hübner, M. (Eds.): Proceedings of the CPSL 2024. Hannover : publish-Ing., 2024, S. 491-502
Evaluation Of Data-Based, Service-Oriented Business Models For Machine Tool Manufacturers
Author: Hoffmann, Metternich | Jahr: 2024 | Source: Herberger, D.; Hübner, M. (Eds.): Herberger, D.; Hübner, M. (Eds.): Proceedings of the CPSL 2024. Hannover : publish-Ing., 2024, S. 443-457
Methode zur Bewertung unternehmerischer Erfolgsaussichten in der Entstehungsphase eines datenbasierten Geschäftsmodells im Kontext von Industrie 4.0
Author: Hoffmann | Jahr: 2024 | Source: Schriftenreihe des PTW "Innovation Fertigungstechnik". Aachen: Shaker
KompAKI bringt KI in die Unternehmen
Author: Hoffmann | Jahr: 2024 | Source: Werkwandel: Zeitschrift für angewandte Arbeitswissenschaft, S. 32-34, ifaa - Institut für angewandte Arbeitswissenschaft e.V.
Successfully Improving the User Experience of an Artificial Intelligence System
Author: Zender, Humm, Holzheuser | Jahr: 2024 | Source: Annals of Computer Science and Information Systems. Presented at the 19th Conference on Computer Science and Intelligence Systems (FedCSIS 2024)
Predicting the Optimal Runtime Limit for Meta AutoML
Author: Zender, Humm | Jahr: 2024 | Source: Accepted at the 8th International Conference on Advances in Artificial Intelligence (ICAAI 2024). To be published in ACM Conference Proceedings
Benchmarking Meta AutoML
Author: Zender, Humm | Jahr: 2024 | Source: Accepted at the 16th edition of CENTERIS (2024) - International Conference on ENTERprise Information Systems. To be published in Procedia Computer Science
Diffusion of AI value-driven services in the German manufacturing industries—an empirical examination of value-driven service references classified by the business Model Canvas
Author: Berger, von Garrel | Jahr: 2024 | Source: Frontiers in Industrial Engineering, 2
Roboterhund assistierte Baubegehung
Author: Rogalski, Pfenning | Jahr: 2024 | Source: Digitale Transformation Ausgabe 8