Interaktives Maschinelles Lernen

Seite 3 von 23.

1. Konstantin Kuznetsov; Sara-Jane Bittner; Abdulrahman Mohamed Selim; Michael Barz; Daniel Sonntag

   FormTwin: A Framework for Pen-based Data Collection

   In: Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization. International Conference on User Modeling, Adaptation, and Personalization (UMAP-2024), July 1-4, Cagliari, Italy, Pages 132-135, ISBN 979-8-4007-0466-6/24/07, ACM Digital Library, 7/2024.

2. Abdulrahman Mohamed Selim; Maurice Rekrut; Michael Barz; Daniel Sonntag

   Speech Imagery BCI Training Using Game with a Purpose

   In: Proceedings of the 2024 International Conference on Advanced Visual Interfaces. International Working Conference on Advanced Visual Interfaces (AVI-2024), June 3-7, Arenzano, Genoa, Italy, Pages 1-5, ISBN 9798400717642, Association for Computing Machinery, New York, NY, USA, 6/2024.

3. Abdulrahman Mohamed Selim; Michael Barz; Omair Shahzad Bhatti; Hasan Md Tusfiqur Alam; Daniel Sonntag

   A review of machine learning in scanpath analysis for passive gaze-based interaction

   In: Maria Chiara Caschera (Hrsg.). Frontiers in Artificial Intelligence (Front. Artif. Intell.), Vol. 7, Pages 1-28, Frontiers Media SA, Avenue du Tribunal-Fédéral 34 1005 Lausanne Switze, 6/2024.

4. Daniel Sonntag; Michael Barz; Thiago Gouvea

   A look under the hood of the Interactive Deep Learning Enterprise (No-IDLE)

   German Research Center for AI, DFKI Technical Report, 6/2024.

5. Md Abdul Kadir; Hasan Md Tusfiqur Alam; Devansh Srivastav; Hans-Jürgen Profitlich; Daniel Sonntag

   Partial Image Active Annotation (PIAA): An Efficient Active Learning Technique Using Edge Information in Limited Data Scenarios

   In: KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. (KI), Pages 1-12, Springer, 6/2024.

6. Ilira Troshani; Thiago Gouvea; Daniel Sonntag

   Wild Data Treasures: Towards Sustainable Practices in Deep Learning for Wildlife Monitoring

   In: CHI EA '24: Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing Systems. CHI Workshop on Sustaining Scalable Sustainability, Human-Centered Green Technology for Community-wide Carbon Reduction, located at ACM CHI 2024, May 11, Honolulu, HI, USA, ISBN 979-8-4007-0331-7, ACM, New York, USA, 5/2024.

7. Md Abdul Kadir; Hasan Md Tusfiqur Alam; Pascale Maul; Hans-Jürgen Profitlich; Moritz Wolf; Daniel Sonntag

   Modular Deep Active Learning Framework for Image Annotation: A Technical Report for the Ophthalmo-AI Project

   3/2024.

8. Md Abdul Kadir; Gowthamkrishna Addluri; Daniel Sonntag

   Revealing Vulnerabilities of Neural Networks in Parameter Learning and Defense Against Explanation-Aware Backdoors

   3/2024.

9. Klaus Bengler; Werner Damm; Andreas Luedtke; Jochem Rieger; Benedikt Austel; Bianca Biebl; Martin Fränzle; Willem Hagemann; Moritz Held; David Hess; Klas Ihme; Severin Kacianka; Alyssa J Kerscher; Forrest Laine; Sebastian Lehnhoff; Alexander Pretschner; Astrid Rakow; Daniel Sonntag; Janos Sztipanovits; Maike Schwammberger; Mark Schweda; Anirudh Unni; Eric Veith

   A References Architecture for Human Cyber Physical Systems, Part II: Fundamental Design Principles for Human-CPS Interaction

   In: ACM Transactions on Cyber-Physical Systems (TCPS), Vol. 8, Pages 1-27, ACM, 1/2024.

10. Werner Damm; David Hess; Mark Schweda; Janos Sztipanovits; Klaus Bengler; Bianca Biebl; Martin Fränzle; Willem Hagemann; Moritz Held; Klas Ihme; Severin Kacianka; Alyssa J Kerscher; Sebastian Lehnhoff; Andreas Luedtke; Alexander Pretschner; Astrid Rakow; Jochem Rieger; Daniel Sonntag; Maike Schwammberger; Benedikt Austel; Anirudh Unni; Eric Veith

    A Reference Architecture of Human Cyber-Physical Systems – Part I: Fundamental Concepts

    In: ACM Transactions on Cyber-Physical Systems (TCPS), Vol. 8, Pages 1-32, ACM, 1/2024.

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