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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} | ||
} |