recent.bib

@inproceedings{pub11803,
    author = {Nunnari, Fabrizio and Alam, Hasan Md Tusfiqur and Sonntag, Daniel},
    editor = {Holzinger, Andreas and Kieseberg, Peter and Tjoa, A. Min and Weippl, Edgar},
    title = {Anomaly Detection for Skin Lesion Images Using Replicator Neural Networks},
    booktitle = {Machine Learning and Knowledge Extraction. International IFIP Cross Domain (CD) Conference for Machine Learning & Knowledge Extraction (MAKE) (CD-MAKE), August 17-20},
    year = {2021},
    pages = {225--240},
    publisher = {Springer International Publishing},
    isbn = {978-3-030-84060-0}
}
@inproceedings{pub11802,
    author = {Nunnari, Fabrizio and Kadir, Md Abdul and Sonntag, Daniel},
    editor = {Holzinger, Andreas and Kieseberg, Peter and Tjoa, A. Min and Weippl, Edgar},
    title = {On the Overlap Between Grad-CAM Saliency Maps and Explainable Visual Features in Skin Cancer Images},
    booktitle = {Machine Learning and Knowledge Extraction. International IFIP Cross Domain (CD) Conference for Machine Learning & Knowledge Extraction (MAKE) (CD-MAKE), August 17-20},
    year = {2021},
    pages = {241--253},
    publisher = {Springer International Publishing},
    isbn = {978-3-030-84060-0}
}
@inproceedings{pub11715,
    author = {Nguyen, Ho Minh Duy and Mai, Truong Thanh-Nhat and Than, Ngoc Trong Tuong and Prange, Alexander and Sonntag, Daniel},
    title = {Self-Supervised Domain Adaptation for Diabetic Retinopathy Grading using Vessel Image Reconstruction},
    booktitle = {Proceedings of the 44th German Conference on Artificial Intelligence. German Conference on Artificial Intelligence (KI-2021), September 27-October 1, Berlin/Virtual, Germany},
    series = {LNCS},
    year = {2021},
    publisher = {Springer}
}
@inproceedings{pub11664,
    author = {Nunnari, Fabrizio and Sonntag, Daniel},
    title = {A Software Toolbox for Deploying Deep Learning Decision Support Systems with XAI Capabilities},
    booktitle = {Companion of the 2021 ACM SIGCHI Symposium on Engineering Interactive Computing Systems. ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS-2021), June 8-11, Eindhoven/Virtual, Netherlands},
    series = {EICS '21},
    year = {2021},
    publisher = {Association for Computing Machinery},
    isbn = {9781450384490}
}
@inproceedings{pub11616,
    author = {Bhatti, Omair Shahzad and Barz, Michael and Sonntag, Daniel},
    title = {EyeLogin - Calibration-Free Authentication Method for Public Displays Using Eye Gaze},
    booktitle = {ACM Symposium on Eye Tracking Research and Applications. Symposium on Eye Tracking Research & Applications (ETRA-2021), May 24-27, Virtual, Germany},
    series = {ETRA '21 Short Papers},
    year = {2021},
    publisher = {Association for Computing Machinery},
    isbn = {9781450383455}
}
@article{pub11613,
    author = {Somfai, Ellák and Baffy, Benjámin and Fenech, Kristian and Guo, Changlu and Hosszú, Rita and Korózs, Dorina and Nunnari, Fabrizio and Pólik, Marcell and Sonntag, Daniel and Ulbert, Attila and Lorincz, András},
    title = {Minimizing false negative rate in melanoma detection and providing insight into the causes of classification},
    year = {2021},
    volume = {abs/2102.09199},
    pages = {1--14},
    journal = {Computing Research Repository eprint Journal (CoRR)},
    publisher = {arXiv}
}
@article{pub11528,
    author = {Kapp, Sebastian and Barz, Michael and Mukhametov, Sergey and Sonntag, Daniel and Kuhn, Jochen},
    title = {ARETT: Augmented Reality Eye Tracking Toolkit for Head Mounted Displays},
    year = {2021},
    volume = {21},
    number = {6},
    pages = {18},
    journal = {Sensors - Open Access Journal (Sensors)},
    publisher = {Multidisciplinary Digital Publishing Institute (MDPI)}
}
@incollection{pub11522,
    author = {Barz, Michael and Sonntag, Daniel},
    editor = {Marchi, Erik and Siniscalchi, Sabato Marco and Cumani, Sandro and Salerno, Valerio Mario and Li, Haizhou},
    title = {Incremental Improvement of a Question Answering System by Re-ranking Answer Candidates Using Machine Learning},
    booktitle = {Increasing Naturalness and Flexibility in Spoken Dialogue Interaction: 10th International Workshop on Spoken Dialogue Systems},
    series = {Lecture Notes in Electrical Engineering},
    year = {2021},
    pages = {367--379},
    publisher = {Springer},
    isbn = {9789811593239}
}
@inproceedings{pub11369,
    author = {Nguyen, Ho Minh Duy and Nguyen, Duy M. and Vu, Huong and Nguyen, Binh T. and Nunnari, Fabrizio and Sonntag, Daniel},
    title = {An Attention Mechanism using Multiple Knowledge Sources for COVID-19 Detection from CT Images},
    booktitle = {The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21). AAAI Conference on Artificial Intelligence (AAAI-2021), Workshop: Trustworthy AI for Healthcare, February 2-9, Vancouver, BC, Canada},
    year = {2021},
    publisher = {AAAI},
    note = {Virtual Conference}
}
@article{pub11612,
    author = {Sonntag, Daniel},
    title = {Künstliche Intelligenz in der Medizin und Gynäkologie – Holzweg oder Heilversprechen?},
    year = {2021},
    month = {4},
    volume = {1},
    pages = {1--7},
    journal = {Der Gynäkologe},
    publisher = {Springer}
}
@techreport{pub11594,
    author = {Nguyen, Ho Minh Duy and Nguyen, Thu T. and Vu, Huong and Pham, Quang and Nguyen, Manh-Duy and Nguyen, Binh T. and Sonntag, Daniel},
    title = {TATL: Task Agnostic Transfer Learning for Skin Attributes Detection},
    series = {DFKI Research Reports (RR)},
    year = {2021},
    month = {4},
    volume = {01},
    institution = {DFKI,}
}
@techreport{pub11611,
    author = {Profitlich, Hans-Jürgen and Sonntag, Daniel},
    title = {A Case Study on Pros and Cons of Regular Expression Detection and Dependency Parsing for Negation Extraction from German Medical Documents. Technical Report},
    series = {DFKI Research Reports (RR)},
    year = {2021},
    month = {5},
    volume = {1},
    pages = {30},
    address = {Bundesministerium für Bildung und Forschung
Kapelle-Ufer 1
D-10117 Berlin},
    institution = {BMBF}
}