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@techreport{pub11177,
author = {Profitlich, Hans-Jürgen and Sonntag, Daniel},
title = {Interactivity and Transparency in Medical Risk Assessment with Supersparse Linear Integer Models},
series = {DFKI Research Reports (RR)},
year = {2019},
volume = {abs/1911.12119},
journal = {CoRR},
institution = {BMBF},
publisher = {ArXiv}
}
@article{pub10833,
author = {Sonntag, Daniel},
title = {Künstliche Intelligenz in der Medizin -- Holzweg oder Heilversprechen?},
year = {2019},
volume = {67},
number = {5},
pages = {343--349},
journal = {HNO},
publisher = {Springer}
}
@inbook{pub10812,
author = {Sonntag, Daniel and Sonntag, Daniel and Krüger, Antonio},
editor = {Oviatt, Sharon and Sonntag, Daniel and Krüger, Antonio and Schuller, Björn W and Cohen, Philip R and Potamianos, Gerasimos},
title = {Medical and Health Systems},
booktitle = {The Handbook of Multimodal-Multisensor Interfaces: Language Processing, Software, Commercialization, and Emerging Directions - Volume 3},
year = {2019},
pages = {423--476},
publisher = {Association for Computing Machinery and Morgan & Claypool},
isbn = {9781970001754}
}
@inproceedings{pub10518,
author = {Prange, Alexander and Sonntag, Daniel},
title = {Modeling Cognitive Status through Automatic Scoring of a Digital Version of the Clock Drawing Test},
booktitle = {Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization. International Conference on User Modeling, Adaptation, and Personalization (UMAP-2019), 27th, June 9-12, Larnaca, Cyprus},
year = {2019},
pages = {70--77},
publisher = {ACM}
}
@inproceedings{pub10353,
author = {Prange, Alexander and Niemann, Mira and Latendorf, Antje and Steinert, Anika and Sonntag, Daniel},
title = {Multimodal Speech-based Dialogue for the Mini-Mental State Examination},
booktitle = {Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. ACM International Conference on Human Factors in Computing Systems (CHI-2019), May 4-9, Glasgow, United Kingdom},
series = {CHI EA '19},
year = {2019},
pages = {13--1},
publisher = {ACM},
isbn = {978-1-4503-5971-9}
}
@incollection{pub10492,
author = {Feld, Michael and Neßelrath, Robert and Schwartz, Tim},
editor = {Oviatt, Sharon and Schuller, Björn and Cohen, Philip R. and Sonntag, Daniel and Potamianos, Gerasimos and Krüger, Antonio},
title = {Software Platforms and Toolkits for Building Multimodal Systems and Applications},
booktitle = {The Handbook of Multimodal-Multisensor Interfaces, Volume 3 -- Language Processing, Software, Commercialization, and Emerging Directions},
series = {ACM Books series (ACM Books)},
edition = {First Edition},
year = {2019},
month = {7},
volume = {#23},
chapter = {4},
pages = {145--190},
publisher = {Morgan & Claypool Publishers},
isbn = {978-1-97000-175-4}
}
@article{pub10895,
author = {Barz, Michael and Sonntag, Daniel},
title = {Incremental Improvement of a Question Answering System by Re-ranking Answer Candidates using Machine Learning},
year = {2019},
month = {8},
volume = {abs/1908.10149},
pages = {1--13},
journal = {Computing Research Repository eprint Journal (CoRR)},
publisher = {arXiv}
}
@inproceedings{pub10520,
author = {Kalimuthu, Marimuthu and Barz, Michael and Sonntag, Daniel},
title = {Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings},
booktitle = {Proceedings of the Fourth Arabic Natural Language Processing Workshop. Arabic Natural Language Processing Workshop (WANLP-2019), 4th, befindet sich ACL, August 1-2, Florence, Italy},
year = {2019},
month = {8},
pages = {1--10},
publisher = {Association for Computational Linguistics},
note = {https://www.aclweb.org/anthology/W19-4601}
}
@techreport{pub10725,
author = {Sonntag, Daniel},
title = {Wie funktionieren neuronale Netze eigentlich?},
series = {DFKI Technical Memos (TM)},
year = {2019},
month = {9},
volume = {1},
pages = {2},
institution = {DFKI}
}
@inproceedings{pub10707,
author = {Biswas, Rajarshi and Mogadala, Aditya and Barz, Michael and Sonntag, Daniel and Klakow, Dietrich},
editor = {Martin-Vide, Carlos and Purver, Matthew and Pollak, Senja},
title = {Automatic Judgement of Neural Network-Generated Image Captions},
booktitle = {Statistical Language and Speech Processing 7th International Conference Proceedings. Statistical Language and Speech Processing (SLSP-2019), 7th, befindet sich SLSP is a yearly conference series aimed at promoting and displaying excellent research on the wide spectrum of statistical methods that are currently in use in computational language or speech processing., October 14-16, Ljubljana, Slovenia},
series = {Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence (LNCS)},
edition = {7},
year = {2019},
month = {9},
volume = {11816},
pages = {261--272},
address = {Jamova cesta 39
1000 Ljubljana
Slovenia},
organization = {Jo¸ef Stefan Institute},
publisher = {Springer},
isbn = {978-3-030-31372-2}
}
@article{pub11374,
author = {Heimann-Steinert, A. and Latendorf, A. and Prange, Alexander and Sonntag, Daniel and Müller-Werdan, U.},
title = {Digital pen technology for conducting cognitive assessments: a cross-over study with older adults},
year = {2020},
volume = {85},
pages = {1--9},
journal = {Psychological Research},
publisher = {Springer}
}
@inproceedings{pub11113,
author = {Nunnari, Fabrizio and Bhuvaneshwara, Chirag and Ezema, Abraham Obinwanne and Sonntag, Daniel},
editor = {Holzinger, Andreas and Kieseberg, Peter and Tjoa, A Min and Weippl, Edgar},
title = {A Study on the Fusion of Pixels and Patient Metadata in CNN-Based Classification of Skin Lesion Images},
booktitle = {Machine Learning and Knowledge Extraction. International IFIP Cross Domain (CD) Conference for Machine Learning & Knowledge Extraction (MAKE) (CD-MAKE-2020), August 25-28, Dublin, Ireland},
year = {2020},
pages = {191--208},
publisher = {Springer International Publishing},
isbn = {978-3-030-57321-8}
}
@techreport{pub10809,
author = {Sonntag, Daniel},
title = {Künstliche Intelligenz gegen das Coronavirus},
series = {DFKI Technical Memos (TM)},
year = {2020},
volume = {1},
institution = {DFKI, BMBF, BMG}
}
@techreport{pub10912,
author = {Sonntag, Daniel and Nunnari, Fabrizio and Profitlich, Hans-Jürgen},
title = {The Skincare project, an interactive deep learning system for differential diagnosis of malignant skin lesions.},
series = {DFKI Research Reports (RR)},
year = {2020},
month = {5},
volume = {1},
pages = {20},
address = {Bundesministerium für Bildung und Forschung
Kapelle-Ufer 1
D-10117 Berlin},
institution = {BMBF, H2020}
}
@inproceedings{pub10893,
author = {Barz, Michael and Stauden, Sven and Sonntag, Daniel},
editor = {Bulling, Andreas and Huckauf, Anke and Jain, Eakta and Radach, Ralph and Weiskopf, Daniel},
title = {Visual Search Target Inference in Natural Interaction Settings with Machine Learning},
booktitle = {ACM Symposium on Eye Tracking Research and Applications. Symposium on Eye Tracking Research & Applications (ETRA-2020), Stuttgart, Germany},
year = {2020},
month = {5},
publisher = {Association for Computing Machinery}
}
@article{pub11236,
author = {Biswas, Rajarshi and Barz, Michael and Sonntag, Daniel},
title = {Towards Explanatory Interactive Image Captioning Using Top-Down and Bottom-Up Features, Beam Search and Re-ranking},
year = {2020},
month = {7},
volume = {36},
pages = {1--14},
journal = {KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. (KI)},
publisher = {Springer}
}
@inproceedings{pub10894,
author = {Barz, Michael and Altmeyer, Kristin and Malone, Sarah and Lauer, Luisa and Sonntag, Daniel},
title = {Digital Pen Features Predict Task Difficulty and User Performance of Cognitive Tests},
booktitle = {Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization. International Conference on User Modeling, Adaptation, and Personalization (UMAP-2020), July 12-18, Genoa, Italy},
year = {2020},
month = {7},
publisher = {ACM}
}
@inproceedings{pub11178,
author = {Nguyen, Ho Minh Duy and Ezema, Abraham and Nunnari, Fabrizio and Sonntag, Daniel},
title = {A Visually Explainable Learning System for Skin Lesion Detection Using Multiscale Input with Attention U-Net},
booktitle = {KI 2020: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI-2020), 43rd, September 21-25, Bamberg, Germany},
series = {Lecture Notes in Computer Science (LNCS)},
year = {2020},
month = {9},
volume = {12325},
pages = {313--319},
publisher = {Springer}
}
@inproceedings{pub11368,
author = {Nunnari, Fabrizio and Ezema, Abraham and Sonntag, Daniel},
title = {The effects of masking in melanoma image classification with CNNs towards international standards for image preprocessing},
booktitle = {2020 EAI International Symposium on Medical Artificial Intelligence. EAI International Symposium on Medical Artificial Intelligence (MedAI-2020), December 18, Online-Conference},
year = {2020},
month = {12},
publisher = {EAI},
note = {Virtual Conference}
}

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