M. Hartmann, A. Anagnostopoulou, und D. Sonntag, "Interactive Machine Learning for Image Captioning" , 2022.
@article{pub12167,
author = {Hartmann, Mareike and Anagnostopoulou, Aliki and Sonntag, Daniel},
title = {Interactive Machine Learning for Image Captioning},
year = {2022},
month = {2}
}
A. Anagnostopoulou, M. Hartmann, und D. Sonntag, Putting Humans in the Image Captioning Loop, 2022.
@misc{pub12516,
author = {Anagnostopoulou, Aliki and Hartmann, Mareike and Sonntag, Daniel},
title = {Putting Humans in the Image Captioning Loop},
year = {2022},
month = {7}
}
T. Gouvea, I. Troshani, M. Herrlich, und D. Sonntag, "Annotating sound events through interactive design of interpretable features" in Proc. Proceedings of the First International Conference on Hybrid Human-Machine Intelligence. International Conference on Hybrid Human Artificial Intelligence (MMAI-2022), June 13-17, Amsterdam, Netherlands, 2022.
@inproceedings{pub12428,
author = {Gouvea, Thiago and Troshani, Ilira and Herrlich, Marc and Sonntag, Daniel},
title = {Annotating sound events through interactive design of interpretable features},
booktitle = {Proceedings of the First International Conference on Hybrid Human-Machine Intelligence. International Conference on Hybrid Human Artificial Intelligence (MMAI-2022), June 13-17, Amsterdam, Netherlands},
year = {2022},
publisher = {IOS Press}
}
T. Gouvea, I. Troshani, M. Herrlich, und D. Sonntag, "Interactive design of interpretable features for marine soundscape data annotation" in Proc. Workshop on Human-centered Design of Symbiotic Hybrid Intelligence. Workshop on Human-centered Design of Symbiotic Hybrid Intelligence (HCSHI-2022), befindet sich HHAI, June 14-14, Amsterdam, Netherlands, 2022.
@inproceedings{pub12429,
author = {Gouvea, Thiago and Troshani, Ilira and Herrlich, Marc and Sonntag, Daniel},
title = {Interactive design of interpretable features for marine soundscape data annotation},
booktitle = {Workshop on Human-centered Design of Symbiotic Hybrid Intelligence. Workshop on Human-centered Design of Symbiotic Hybrid Intelligence (HCSHI-2022), befindet sich HHAI, June 14-14, Amsterdam, Netherlands},
year = {2022},
publisher = {HHAI}
}
M. Hartmann und D. Sonntag, "A survey on improving NLP models with human explanations" in Proc. Proceedings of the First Workshop on Learning with Natural Language Supervision. Workshop on Learning with Natural Language Supervision, befindet sich ACL 2022, May 26-26, Dublin, Ireland, 2022.
@inproceedings{pub12519,
author = {Hartmann, Mareike and Sonntag, Daniel},
title = {A survey on improving NLP models with human explanations},
booktitle = {Proceedings of the First Workshop on Learning with Natural Language Supervision. Workshop on Learning with Natural Language Supervision, befindet sich ACL 2022, May 26-26, Dublin, Ireland},
year = {2022},
publisher = {Association for Computational Linguistics}
}
S. Szeier, B. Baffy, G. Baranyi, J. Skaf, L. Kopácsi, D. Sonntag, G. Sörös, und A. Lőrincz, 3D Semantic Label Transfer and Matching in Human-Robot CollaborationLearning to Generate 3D Shapes and Scenes, ECCV 2022 Workshop, 2022.
@misc{pub12900,
author = {Szeier, Szilvia and Baffy, Benjámin and Baranyi, Gábor and Skaf, Joul and Kopácsi, László and Sonntag, Daniel and Sörös, Gábor and Lőrincz, András},
title = {3D Semantic Label Transfer and Matching in Human-Robot Collaboration},
year = {2022},
month = {10},
publisher = {Learning to Generate 3D Shapes and Scenes, ECCV 2022 Workshop}
}
L. Lauer, H. Javaheri, K. Altmeyer, S. Malone, A. Grünerbl, M. Barz, M. Peschel, und P. Brünken Rolandand Lukowicz, "Encountering Students' Learning Difficulties in Electrics - Didactical Concept and Prototype of Augmented Reality-Toolkit" in Proc. Fostering scientific citizenship in an uncertain world - ESERA 2021 e-Proceedings. European Science Education Research Association Conference (ESERA-2021), Workshop: Digital Resources for Science Teaching and Learning, August 30-September 3, 2022.
@inproceedings{pub12121,
author = {Lauer, Luisa and Javaheri, Hamraz and Altmeyer, Kristin and Malone, Sarah and Grünerbl, Agnes and Barz, Michael and Peschel, Markus and Brünken, Rolandand Lukowicz, Paul},
title = {Encountering Students' Learning Difficulties in Electrics - Didactical Concept and Prototype of Augmented Reality-Toolkit},
booktitle = {Fostering scientific citizenship in an uncertain world - ESERA 2021 e-Proceedings. European Science Education Research Association Conference (ESERA-2021), Workshop: Digital Resources for Science Teaching and Learning, August 30-September 3},
year = {2022},
organization = {University of Minho},
publisher = {University of Minho}
}
H. M. D. Nguyen, R. Henschel, B. Rosenhahn, D. Sonntag, und P. Swoboda, "LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking" DFKI, MPI-INF2022.
@techreport{pub12211,
author = {Nguyen, Ho Minh Duy and Henschel, Roberto and Rosenhahn, Bodo and Sonntag, Daniel and Swoboda, Paul},
title = {LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking},
series = {DFKI Documents},
year = {2022},
volume = {01},
institution = {DFKI, MPI-INF}
}
H. M. D. Nguyen, T. T. Nguyen, H. Vu, Q. Pham, M. Nguyen, B. T. Nguyen, und D. Sonntag, "TATL: Task Agnostic Transfer Learning for Skin Attributes Detection" Medical Image Analysis, vol. 01, 2022.
@article{pub12216,
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},
year = {2022},
volume = {01},
pages = {1--27},
journal = {Medical Image Analysis},
publisher = {Elsevier}
}
P. Valdunciel, O. S. Bhatti, M. Barz, und D. Sonntag, "Interactive Assessment Tool for Gaze-based Machine Learning Models in Information Retrieval" in Proc. ACM SIGIR Conference on Human Information Interaction and Retrieval. ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR-2022), March 14-18, Regensburg, Germany, 2022.
@inproceedings{pub12287,
author = {Valdunciel, Pablo and Bhatti, Omair Shahzad and Barz, Michael and Sonntag, Daniel},
title = {Interactive Assessment Tool for Gaze-based Machine Learning Models in Information Retrieval},
booktitle = {ACM SIGIR Conference on Human Information Interaction and Retrieval. ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR-2022), March 14-18, Regensburg, Germany},
year = {2022},
month = {3},
publisher = {Association for Computing Machinery},
isbn = {9781450391863}
}
S. Liang, M. Hartmann, und D. Sonntag, "Cross-lingual German Biomedical Information Extraction: from Zero-shot to Human-in-the-Loop" in Proc. 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics. NAACL Workshop on Bridging Human-Computer Interaction and Natural Language Processing (HCI+NLP-2022), befindet sich NAACL 2022, October 15-July 15, Seattle, Washington, United States, 2022.
@inproceedings{pub12839,
author = {Liang, Siting and Hartmann, Mareike and Sonntag, Daniel},
title = {Cross-lingual German Biomedical Information Extraction: from Zero-shot to Human-in-the-Loop},
booktitle = {2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics. NAACL Workshop on Bridging Human-Computer Interaction and Natural Language Processing (HCI+NLP-2022), befindet sich NAACL 2022, October 15-July 15, Seattle, Washington, United States},
year = {2022},
month = {7},
organization = {NAACL},
publisher = {Association for Computational Linguistics}
}
M. Barz, O. S. Bhatti, und D. Sonntag, "Implicit Estimation of Paragraph Relevance from Eye Movements" Frontiers in Computer Science, vol. 3, p. 13, 2022.
@article{pub12165,
author = {Barz, Michael and Bhatti, Omair Shahzad and Sonntag, Daniel},
title = {Implicit Estimation of Paragraph Relevance from Eye Movements},
year = {2022},
month = {1},
volume = {3},
pages = {13},
journal = {Frontiers in Computer Science},
publisher = {Frontiers Media S.A.}
}
O. S. Bhatti, M. Barz, und D. Sonntag, "Leveraging Implicit Gaze-Based User Feedback for Interactive Machine Learning" in Proc. KI 2022: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI), Cham, 2022.
@inproceedings{pub12633,
author = {Bhatti, Omair Shahzad and Barz, Michael and Sonntag, Daniel},
editor = {Bergmann, Ralph and Malburg, Lukas and Rodermund, Stephanie C. and Timm, Ingo J.},
title = {Leveraging Implicit Gaze-Based User Feedback for Interactive Machine Learning},
booktitle = {KI 2022: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI), Cham},
year = {2022},
pages = {9--16},
publisher = {Springer International Publishing},
isbn = {978-3-031-15791-2}
}
M. Hartmann, H. Du, N. Feldhus, I. Kruijff-Korbayová, und D. Sonntag, "XAINES: Explaining AI with Narratives" KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. (KI), vol. 36, 2022.
@article{pub13116,
author = {Hartmann, Mareike and Du, Han and Feldhus, Nils and Kruijff-Korbayová, Ivana and Sonntag, Daniel},
editor = {Schmid, Ute and Wrede, Britta},
title = {XAINES: Explaining AI with Narratives},
year = {2022},
month = {12},
volume = {36},
pages = {287--296},
journal = {KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. (KI)},
publisher = {Springer}
}
K. Kuznetsov, M. Barz, und D. Sonntag, "SpellInk: Interactive correction of spelling mistakes in handwritten text" in Proc. Proceedings of the First International Conference on Hybrid Human-Machine Intelligence. International Conference on Hybrid Human-Artificial Intelligence (HHAI-2022), the 1st International Conference on Hybrid Human-Artificial Intelligence, June 13-17, Amsterdam, Netherlands, De Boelelaan 1105, 1081 HV Amsterdam, Netherlands, 2022.
@inproceedings{pub12621,
author = {Kuznetsov, Konstantin and Barz, Michael and Sonntag, Daniel},
title = {SpellInk: Interactive correction of spelling mistakes in handwritten text},
booktitle = {Proceedings of the First International Conference on Hybrid Human-Machine Intelligence. International Conference on Hybrid Human-Artificial Intelligence (HHAI-2022), the 1st International Conference on Hybrid Human-Artificial Intelligence, June 13-17, Amsterdam, Netherlands},
series = {Frontiers in Artificial Intelligence and Applications},
year = {2022},
volume = {354},
pages = {278--280},
address = {De Boelelaan 1105, 1081 HV Amsterdam, Netherlands},
organization = {Vrije Universiteit Amsterdam},
publisher = {IOS Press},
isbn = {978-1-64368-308-9}
}
F. Céard-Falkenberg, K. Kuznetsov, A. Prange, M. Barz, und D. Sonntag, "PEncode: A Tool for Visualizing Pen Signal Encodings in Real-time" in Proc. Proceedings of the First International Conference on Hybrid Human-Machine Intelligence. International Conference on Hybrid Human-Artificial Intelligence (HHAI-2022), 1st International Conference on Hybrid Human-Artificial Intelligence, June 13-17, Amsterdam, Netherlands, De Boelelaan 1105, 1081 HV Amsterdam, Netherlands, 2022.
@inproceedings{pub12622,
author = {Céard-Falkenberg, Felix and Kuznetsov, Konstantin and Prange, Alexander and Barz, Michael and Sonntag, Daniel},
title = {pEncode: A Tool for Visualizing Pen Signal Encodings in Real-time},
booktitle = {Proceedings of the First International Conference on Hybrid Human-Machine Intelligence. International Conference on Hybrid Human-Artificial Intelligence (HHAI-2022), 1st International Conference on Hybrid Human-Artificial Intelligence, June 13-17, Amsterdam, Netherlands},
series = {Frontiers in Artificial Intelligence and Applications},
year = {2022},
volume = {354},
pages = {281--284},
address = {De Boelelaan 1105, 1081 HV Amsterdam, Netherlands},
organization = {Vrije Universiteit Amsterdam},
publisher = {IOS Press},
isbn = {978-1-64368-308-9}
}
S. Malone, K. Altmeyer, M. Barz, L. Lauer, D. Sonntag, M. Peschel, und R. Brünken, Measuring Intrisic and Extraneous Cognitive Load in Elementary School Students Using Subjective Ratings and Smart Pen Data, 2021.
@misc{pub11868,
author = {Malone, Sarah and Altmeyer, Kristin and Barz, Michael and Lauer, Luisa and Sonntag, Daniel and Peschel, Markus and Brünken, Roland},
title = {Measuring Intrisic and Extraneous Cognitive Load in Elementary School Students Using Subjective Ratings and Smart Pen Data},
series = {ICLTC},
year = {2021}
}
K. Altmeyer, S. Malone, S. Kapp, M. Barz, L. Lauer, M. Thees, J. Kuhn, M. Peschel, D. Sonntag, und R. Brünken, The effect of augmented reality on global coherence formation processes during STEM laboratory work in elementary school children, 2021.
@misc{pub11870,
author = {Altmeyer, Kristin and Malone, Sarah and Kapp, Sebastian and Barz, Michael and Lauer, Luisa and Thees, Michael and Kuhn, Jochen and Peschel, Markus and Sonntag, Daniel and Brünken, Roland},
title = {The effect of augmented reality on global coherence formation processes during STEM laboratory work in elementary school children},
series = {ICLTC},
year = {2021}
}
K. Altmeyer, S. Malone, S. Kapp, M. Barz, L. Lauer, M. Thees, J. Kuhn, M. Peschel, D. Sonntag, und R. Brünken, Augmented Reality zur Förderung globaler Kohärenzbildungsprozesse beim Experimentieren im Sachunterricht, 2021.
@misc{pub11871,
author = {Altmeyer, Kristin and Malone, Sarah and Kapp, Sebastian and Barz, Michael and Lauer, Luisa and Thees, Michael and Kuhn, Jochen and Peschel, Markus and Sonntag, Daniel and Brünken, Roland},
title = {Augmented Reality zur Förderung globaler Kohärenzbildungsprozesse beim Experimentieren im Sachunterricht},
series = {PaePsy},
year = {2021}
}
M. Hartmann, I. Kruijff-Korbayová, und D. Sonntag, Interaction with Explanations in the XAINES Project, 2021.
@misc{pub11867,
author = {Hartmann, Mareike and Kruijff-Korbayová, Ivana and Sonntag, Daniel},
title = {Interaction with Explanations in the XAINES Project},
booktitle = {Trustworthy AI in the wild},
year = {2021},
month = {9}
}
H. M. D. Nguyen, D. M. Nguyen, H. Vu, B. T. Nguyen, F. Nunnari, und D. Sonntag, "An Attention Mechanism using Multiple Knowledge Sources for COVID-19 Detection from CT Images" in Proc. 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, 2021.
@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}
}
H. M. D. Nguyen, T. T. Mai, N. T. T. Than, A. Prange, und D. Sonntag, "Self-Supervised Domain Adaptation for Diabetic Retinopathy Grading using Vessel Image Reconstruction" in Proc. Proceedings of the 44th German Conference on Artificial Intelligence. German Conference on Artificial Intelligence (KI-2021), September 27-October 1, Berlin/Virtual, Germany, 2021.
@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}
}
E. Somfai, B. Baffy, K. Fenech, C. Guo, R. Hosszú, D. Korózs, F. Nunnari, M. Pólik, D. Sonntag, A. Ulbert, und A. Lorincz, "Minimizing false negative rate in melanoma detection and providing insight into the causes of classification" Computing Research Repository eprint Journal (CoRR), vol. abs/2102.09199, 2021.
@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}
}
O. S. Bhatti, M. Barz, und D. Sonntag, "EyeLogin - Calibration-Free Authentication Method for Public Displays Using Eye Gaze" in Proc. ACM Symposium on Eye Tracking Research and Applications. Symposium on Eye Tracking Research & Applications (ETRA-2021), May 24-27, Virtual, Germany, 2021.
@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}
}
F. Nunnari und D. Sonntag, "A Software Toolbox for Deploying Deep Learning Decision Support Systems with XAI Capabilities" in Proc. 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, 2021.
@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}
}
M. Hartmann, M. de Lhoneux, D. Hershcovich, Y. Kementchedjhieva, L. Nielsen, C. Qiu, und A. Søgaard, "A Multilingual Benchmark for Probing Negation-Awareness with Minimal Pairs" in Proc. Proceedings of the 25th Conference on Computational Natural Language Learning (CoNLL). Conference on Computational Natural Language Learning (CoNLL-2021), November 10-11, Online, Dominican Republic, 2021.
@inproceedings{pub11846,
author = {Hartmann, Mareike and Lhoneux, Miryam de and Hershcovich, Daniel and Kementchedjhieva, Yova and Nielsen, Lukas and Qiu, Chen and Søgaard, Anders},
title = {A Multilingual Benchmark for Probing Negation-Awareness with Minimal Pairs},
booktitle = {Proceedings of the 25th Conference on Computational Natural Language Learning (CoNLL). Conference on Computational Natural Language Learning (CoNLL-2021), November 10-11, Online, Dominican Republic},
year = {2021},
month = {11},
pages = {224--257},
publisher = {Association for Computational Linguistics}
}
M. Barz, O. S. Bhatti, B. Lüers, A. Prange, und D. Sonntag, "Multisensor-Pipeline: A Lightweight, Flexible, and Extensible Framework for Building Multimodal-Multisensor Interfaces" in Proc. Companion Publication of the 2021 International Conference on Multimodal Interaction. ACM International Conference on Multimodal Interaction (ICMI-2021), October 18-22, Montréal, QC, Canada, 2021.
@inproceedings{pub11981,
author = {Barz, Michael and Bhatti, Omair Shahzad and Lüers, Bengt and Prange, Alexander and Sonntag, Daniel},
title = {Multisensor-Pipeline: A Lightweight, Flexible, and Extensible Framework for Building Multimodal-Multisensor Interfaces},
booktitle = {Companion Publication of the 2021 International Conference on Multimodal Interaction. ACM International Conference on Multimodal Interaction (ICMI-2021), October 18-22, Montréal, QC, Canada},
year = {2021},
pages = {13--18},
publisher = {Association for Computing Machinery},
isbn = {9781450384711}
}
S. Kapp, M. Barz, S. Mukhametov, D. Sonntag, und J. Kuhn, "ARETT: Augmented Reality Eye Tracking Toolkit for Head Mounted Displays" Sensors - Open Access Journal (Sensors), vol. 21, iss. 6, p. 18, 2021.
@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)}
}
D. Sonntag, "Künstliche Intelligenz in der Medizin und Gynäkologie – Holzweg oder Heilversprechen?" Der Gynäkologe, vol. 1, 2021.
@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}
}
L. Lauer, K. Altmeyer, S. Malone, M. Barz, R. Brünken, D. Sonntag, und M. Peschel, "Investigating the Usability of a Head-Mounted Display Augmented Reality Device in Elementary School Children" Sensors - Open Access Journal (Sensors), vol. 21, iss. 19, p. 20, 2021.
@article{pub11866,
author = {Lauer, Luisa and Altmeyer, Kristin and Malone, Sarah and Barz, Michael and Brünken, Roland and Sonntag, Daniel and Peschel, Markus},
title = {Investigating the Usability of a Head-Mounted Display Augmented Reality Device in Elementary School Children},
year = {2021},
volume = {21},
number = {19},
pages = {20},
journal = {Sensors - Open Access Journal (Sensors)},
publisher = {MDPI}
}
F. Nunnari, M. A. Kadir, und D. Sonntag, "On the Overlap Between Grad-CAM Saliency Maps and Explainable Visual Features in Skin Cancer Images" in Proc. Machine Learning and Knowledge Extraction. International IFIP Cross Domain (CD) Conference for Machine Learning & Knowledge Extraction (MAKE) (CD-MAKE), August 17-20, 2021.
@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}
}
F. Nunnari, H. M. T. Alam, und D. Sonntag, "Anomaly Detection for Skin Lesion Images Using Replicator Neural Networks" in Proc. Machine Learning and Knowledge Extraction. International IFIP Cross Domain (CD) Conference for Machine Learning & Knowledge Extraction (MAKE) (CD-MAKE), August 17-20, 2021.
@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}
}
F. Nunnari, A. Ezema, und D. Sonntag, "Crop It, but Not Too Much: The Effects of Masking on the Classification of Melanoma Images" in Proc. KI 2021: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI-2021), September 27-October 1, Germany, 2021.
@inproceedings{pub11859,
author = {Nunnari, Fabrizio and Ezema, Abraham and Sonntag, Daniel},
editor = {Edelkamp, Stefan and Möller, Ralf and Rueckert, Elmar},
title = {Crop It, but Not Too Much: The Effects of Masking on the Classification of Melanoma Images},
booktitle = {KI 2021: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI-2021), September 27-October 1, Germany},
year = {2021},
pages = {179--193},
publisher = {Springer International Publishing},
isbn = {978-3-030-87626-5}
}
A. Prange und D. Sonntag, "A Demonstrator for Interactive Image Clustering and Fine-Tuning Neural Networks in Virtual Reality" in Proc. KI 2021: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI-2021), Germany, 2021.
@inproceedings{pub11886,
author = {Prange, Alexander and Sonntag, Daniel},
editor = {Edelkamp, Stefan and Möller, Ralf and Rueckert, Elmar},
title = {A Demonstrator for Interactive Image Clustering and Fine-Tuning Neural Networks in Virtual Reality},
booktitle = {KI 2021: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI-2021), Germany},
year = {2021},
pages = {194--203},
publisher = {Springer International Publishing},
isbn = {978-3-030-87626-5}
}
F. Erlemeyer, C. Rehtanz, A. Hermanns, B. Lüers, M. Nebel-Wenner, und R. J. Eilers, "Live Testing of Flexibilities on Distribution Grid Level – Simulation Setup and Lessons Learned" in Proc. IEEE Electric Power and Energy Conference. IEEE Electric Power and Energy Conference (EPEC-2021), October 22-31, Toronto, Ontario, Canada, IEEE Operations Center 445 Hoes Lane Piscataway, NJ 08854-4141 USA Phone: +1 732 981 0060, 2021.
@inproceedings{pub11927,
author = {Erlemeyer, Fabian and Rehtanz, Christian and Hermanns, Annegret and Lüers, Bengt and Nebel-Wenner, Marvin and Eilers, Reef Janes},
title = {Live Testing of Flexibilities on Distribution Grid Level – Simulation Setup and Lessons Learned},
booktitle = {IEEE Electric Power and Energy Conference. IEEE Electric Power and Energy Conference (EPEC-2021), October 22-31, Toronto, Ontario, Canada},
year = {2021},
month = {10},
address = {IEEE Operations Center 445 Hoes Lane Piscataway, NJ 08854-4141 USA Phone: +1 732 981 0060},
organization = {IEEE},
publisher = {IEEE Xplore}
}
M. Barz und D. Sonntag, Incremental Improvement of a Question Answering System by Re-ranking Answer Candidates Using Machine LearningSpringer, 2021.
@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}
}
R. Kær. Jørgensen, M. Hartmann, X. Dai, und D. Elliott, "MDAPT: Multilingual Domain Adaptive Pretraining in a Single Model" in Proc. Findings of the Association for Computational Linguistics - EMNLP 2021. Conference on Empirical Methods in Natural Language Processing (EMNLP-2021), November 7-11, Online, Dominican Republic, 2021.
@inproceedings{pub11845,
author = {Jørgensen, Rasmus Kær and Hartmann, Mareike and Dai, Xiang and Elliott, Desmond},
title = {mDAPT: Multilingual Domain Adaptive Pretraining in a Single Model},
booktitle = {Findings of the Association for Computational Linguistics - EMNLP 2021. Conference on Empirical Methods in Natural Language Processing (EMNLP-2021), November 7-11, Online, Dominican Republic},
year = {2021},
month = {11},
volume = {1},
pages = {3404--3018},
journal = {Findings of the Association for Computational Linguistics: EMNLP 2021},
publisher = {Association for Computational Linguistics}
}
H. Profitlich und D. Sonntag, "A Case Study on Pros and Cons of Regular Expression Detection and Dependency Parsing for Negation Extraction from German Medical Documents. Technical Report" BMBF, Bundesministerium für Bildung und Forschung Kapelle-Ufer 1 D-10117 Berlin,2021.
@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}
}
R. Biswas, M. Barz, M. Hartmann, und D. Sonntag, "Improving German Image Captions using Machine Translation and Transfer Learning" in Proc. Statistical Language and Speech Processing SLSP 2021. International Conference on Statistical Language and Speech Processing (SLSP), 8th-9th, November 22-26, Cardiff, United Kingdom, Council Chamber Glamorgan Building King Edward VII Ave Cathays Park Cardiff CF10 3WT, 2021.
@inproceedings{pub11805,author = {Biswas, Rajarshi and Barz, Michael and Hartmann, Mareike and Sonntag, Daniel},
editor = {Espinosa-Anke, Luis and Martin-Vide, Carlos and Spasic, Irena},
title = {Improving German Image Captions using Machine Translation and Transfer Learning},
booktitle = {Statistical Language and Speech Processing SLSP 2021. International Conference on Statistical Language and Speech Processing (SLSP), 8th-9th, November 22-26, Cardiff, United Kingdom},
series = {Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence (LNCS / LNAI)},
year = {2021},
month = {11},
address = {Council Chamber Glamorgan Building King Edward VII Ave Cathays Park Cardiff CF10 3WT},
organization = {Cardiff University},
publisher = {Springer}
}
M. Barz, K. Altmeyer, S. Malone, L. Lauer, und D. Sonntag, "Digital Pen Features Predict Task Difficulty and User Performance of Cognitive Tests" in Proc. 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, 2020.
@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}
}
D. Sonntag, "Künstliche Intelligenz gegen das Coronavirus" DFKI, BMBF, BMG,2020.
@techreport{pub10809,
author = {Sonntag, Daniel},
title = {Künstliche Intelligenz gegen das Coronavirus},
series = {DFKI Technical Memos (TM)},
year = {2020},
volume = {1},
institution = {DFKI, BMBF, BMG, }
}
A. Heimann-Steinert, A. Latendorf, A. Prange, D. Sonntag, und U. Müller-Werdan, "Digital pen technology for conducting cognitive assessments: a cross-over study with older adults" Psychological Research, vol. 85, 2020.
@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}
}
M. Barz, S. Stauden, und D. Sonntag, "Visual Search Target Inference in Natural Interaction Settings with Machine Learning" in Proc. ACM Symposium on Eye Tracking Research and Applications. Symposium on Eye Tracking Research & Applications (ETRA-2020), Stuttgart, Germany, 2020.
@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}
}
F. Nunnari, A. Ezema, und D. Sonntag, "The effects of masking in melanoma image classification with CNNs towards international standards for image preprocessing" in Proc. 2020 EAI International Symposium on Medical Artificial Intelligence. EAI International Symposium on Medical Artificial Intelligence (MedAI-2020), December 18, Online-Conference, 2020.
@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}
R. Biswas, M. Barz, und D. Sonntag, "Towards Explanatory Interactive Image Captioning Using Top-Down and Bottom-Up Features, Beam Search and Re-ranking" KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. (KI), vol. 36, 2020.
@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}
}
F. Nunnari, C. Bhuvaneshwara, A. O. Ezema, und D. Sonntag, "A Study on the Fusion of Pixels and Patient Metadata in CNN-Based Classification of Skin Lesion Images" in Proc. 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, 2020.
@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}
}
H. M. D. Nguyen, A. Ezema, F. Nunnari, und D. Sonntag, "A Visually Explainable Learning System for Skin Lesion Detection Using Multiscale Input with Attention U-Net" in Proc. KI 2020: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI-2020), 43rd, September 21-25, Bamberg, Germany, 2020.
@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}
}
D. Sonntag, F. Nunnari, und H. Profitlich, "The Skincare project, an interactive deep learning system for differential diagnosis of malignant skin lesions." BMBF, H2020, Bundesministerium für Bildung und Forschung Kapelle-Ufer 1 D-10117 Berlin,2020.
@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}
}
A. Prange und D. Sonntag, "Modeling Cognitive Status through Automatic Scoring of a Digital Version of the Clock Drawing Test" in Proc. 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, 2019.
@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}
}
M. Barz und D. Sonntag, "Incremental Improvement of a Question Answering System by Re-ranking Answer Candidates using Machine Learning" Computing Research Repository eprint Journal (CoRR), vol. abs/1908.10149, 2019.
@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}
}
D. Sonntag, D. Sonntag, und A. Krüger, "Medical and Health Systems" , Oviatt, S., Sonntag, D., Krüger, A., Schuller, B. W., Cohen, P. R., und Potamianos, G. Eds., Association for Computing Machinery and Morgan & Claypool, 2019.
@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}
}
A. Prange, M. Niemann, A. Latendorf, A. Steinert, und D. Sonntag, "Multimodal Speech-based Dialogue for the Mini-Mental State Examination" in Proc. 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, 2019.
@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}
}
M. Kalimuthu, M. Barz, und D. Sonntag, "Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings" in Proc. 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, 2019.
@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}
}
D. Sonntag, "Wie funktionieren neuronale Netze eigentlich?" DFKI,2019.
@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, }
}
D. Sonntag, "Künstliche Intelligenz in der Medizin -- Holzweg oder Heilversprechen?" HNO, vol. 67, iss. 5, 2019.
@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},
howpublished = "https://www.dfki.de/fileadmin/user_upload/import/10833_sonntag-hno-ki-DFKI-repository.pdf", }
H. Profitlich und D. Sonntag, "Interactivity and Transparency in Medical Risk Assessment with Supersparse Linear Integer Models" BMBF,2019.
@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},
howpublished = "https://www.dfki.de/fileadmin/user_upload/import/11177_integer.pdf", }
M. Feld, R. Neßelrath, und T. Schwartz, Software Platforms and Toolkits for Building Multimodal Systems and ApplicationsMorgan & Claypool Publishers, 2019.
@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}
}
R. Biswas, A. Mogadala, M. Barz, D. Sonntag, und D. Klakow, "Automatic Judgement of Neural Network-Generated Image Captions" in Proc. 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, Jamova cesta 39 1000 Ljubljana Slovenia, 2019.
@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}
}
Dokument aufrufenK. Altmeyer, M. Barz, L. Lauer, M. Peschel, D. Sonntag, R. Brünken, und S. Malone, "Digital ink and differentiated subjective ratings for cognitive load measurement in middle childhood" British Journal of Educational Psychology, vol. n/a, p. 18, 2023.