136 entries « 1 of 3 »

2021

Journal Articles

Sonntag, Daniel

Künstliche Intelligenz in der Medizin und Gynäkologie – Holzweg oder Heilversprechen? Journal Article

Der Gynäkologe, 1 , pp. 1-7, 2021.

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Kapp, Sebastian; Barz, Michael; Mukhametov, Sergey; Sonntag, Daniel; Kuhn, Jochen

ARETT: Augmented Reality Eye Tracking Toolkit for Head Mounted Displays Journal Article

Sensors - Open Access Journal, 21 , pp. 18, 2021.

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Somfai, Ellák; Baffy, Benjámin; Fenech, Kristian; Guo, Changlu; Hosszú, Rita; Korózs, Dorina; Nunnari, Fabrizio; Pólik, Marcell; Sonntag, Daniel; Ulbert, Attila; Lorincz, András

Minimizing false negative rate in melanoma detection and providing insight into the causes of classification Journal Article

Computing Research Repository eprint Journal, abs/2102.09199 , pp. 1-14, 2021.

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Barz, Michael; Sonntag, Daniel

Automatic Visual Attention Detection for Mobile Eye Tracking Using Pre-Trained Computer Vision Models and Human Gaze Journal Article

Sensors - Open Access Journal, 21 , pp. 21, 2021.

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Lauer, Luisa; Altmeyer, Kristin; Malone, Sarah; Barz, Michael; Brünken, Roland; Sonntag, Daniel; Peschel, Markus

Investigating the Usability of a Head-Mounted Display Augmented Reality Device in Elementary School Children Journal Article

Sensors - Open Access Journal, 21 , pp. 20, 2021.

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Incollections

Barz, Michael; Sonntag, Daniel

Incremental Improvement of a Question Answering System by Re-ranking Answer Candidates Using Machine Learning Incollection

Marchi, Erik; Siniscalchi, Sabato Marco; Cumani, Sandro; Salerno, Valerio Mario; Li, Haizhou (Ed.): Increasing Naturalness and Flexibility in Spoken Dialogue Interaction: 10th International Workshop on Spoken Dialogue Systems, pp. 367-379, Springer, 2021.

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Inproceedings

Biswas, Rajarshi; Barz, Michael; Hartmann, Mareike; Sonntag, Daniel

Improving German Image Captions using Machine Translation and Transfer Learning Inproceedings

Espinosa-Anke, Luis; Martin-Vide, Carlos; Spasic, Irena (Ed.): Statistical Language and Speech Processing SLSP 2021, Springer, Council Chamber Glamorgan Building King Edward VII Ave Cathays Park Cardiff CF10 3WT, 2021.

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Jørgensen, Rasmus Kær; Hartmann, Mareike; Dai, Xiang; Elliott, Desmond

mDAPT: Multilingual Domain Adaptive Pretraining in a Single Model Inproceedings

Findings of the Association for Computational Linguistics - EMNLP 2021, pp. xx-xx, Association for Computational Linguistics, 2021.

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Hartmann, Mareike; de Lhoneux, Miryam; Hershcovich, Daniel; Kementchedjhieva, Yova; Nielsen, Lukas; Qiu, Chen; Søgaard, Anders

A Multilingual Benchmark for Probing Negation-Awareness with Minimal Pairs Inproceedings

Proceedings of the 25th Conference on Computational Natural Language Learning (CoNLL), Association for Computational Linguistics, 2021.

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Barz, Michael; Kapp, Sebastian; Kuhn, Jochen; Sonntag, Daniel

Automatic Recognition and Augmentation of Attended Objects in Real-Time Using Eye Tracking and a Head-Mounted Display Inproceedings

ACM Symposium on Eye Tracking Research and Applications, pp. 4, Association for Computing Machinery, 2021.

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Nguyen, Ho Minh Duy; Nguyen, Duy M; Vu, Huong; Nguyen, Binh T; Nunnari, Fabrizio; Sonntag, Daniel

An Attention Mechanism using Multiple Knowledge Sources for COVID-19 Detection from CT Images Inproceedings

The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21), AAAI, 2021.

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Prange, Alexander; Barz, Michael; Heimann-Steinert, Anika; Sonntag, Daniel

Explainable Automatic Evaluation of the Trail Making Test for Dementia Screening Inproceedings

Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, 2021.

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Bhatti, Omair Shahzad; Barz, Michael; Sonntag, Daniel

EyeLogin - Calibration-Free Authentication Method for Public Displays Using Eye Gaze Inproceedings

ACM Symposium on Eye Tracking Research and Applications, Association for Computing Machinery, 2021.

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Nunnari, Fabrizio; Sonntag, Daniel

A Software Toolbox for Deploying Deep Learning Decision Support Systems with XAI Capabilities Inproceedings

Companion of the 2021 ACM SIGCHI Symposium on Engineering Interactive Computing Systems, Association for Computing Machinery, 2021.

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Prange, Alexander; Sonntag, Daniel

Assessing Cognitive Test Performance Using Automatic Digital Pen Features Analysis Inproceedings

Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization, Association for Computing Machinery, 2021.

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Nguyen, Ho Minh Duy; Mai, Truong Thanh-Nhat; Than, Ngoc Trong Tuong; Prange, Alexander; Sonntag, Daniel

Self-Supervised Domain Adaptation for Diabetic Retinopathy Grading using Vessel Image Reconstruction Inproceedings

Proceedings of the 44th German Conference on Artificial Intelligence, Springer, 2021.

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Nunnari, Fabrizio; Kadir, Md Abdul; Sonntag, Daniel

On the Overlap Between Grad-CAM Saliency Maps and Explainable Visual Features in Skin Cancer Images Inproceedings

Holzinger, Andreas; Kieseberg, Peter; Tjoa, Min A; Weippl, Edgar (Ed.): Machine Learning and Knowledge Extraction, pp. 241-253, Springer International Publishing, 2021.

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Nunnari, Fabrizio; Alam, Hasan Md Tusfiqur; Sonntag, Daniel

Anomaly Detection for Skin Lesion Images Using Replicator Neural Networks Inproceedings

Holzinger, Andreas; Kieseberg, Peter; Tjoa, Min A; Weippl, Edgar (Ed.): Machine Learning and Knowledge Extraction, pp. 225-240, Springer International Publishing, 2021.

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Nunnari, Fabrizio; Ezema, Abraham; Sonntag, Daniel; Möller, Ralf

Crop It, but Not Too Much: The Effects of Masking on the Classification of Melanoma Images Inproceedings

Edelkamp, Stefan; Rueckert, Elmar (Ed.): KI 2021: Advances in Artificial Intelligence, pp. 179-193, Springer International Publishing, 2021.

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Prange, Alexander; Sonntag, Daniel; Möller, Ralf

A Demonstrator for Interactive Image Clustering and Fine-Tuning Neural Networks in Virtual Reality Inproceedings

Edelkamp, Stefan; Rueckert, Elmar (Ed.): KI 2021: Advances in Artificial Intelligence, pp. 194-203, Springer International Publishing, 2021.

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Miscellaneous

Hartmann, Mareike; Kruijff-Korbayová, Ivana; Sonntag, Daniel

Interaction with Explanations in the XAINES Project Miscellaneous

Trustworthy AI in the Wild Workshop 2021, 2021.

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Malone, Sarah; Altmeyer, Kristin; Barz, Michael; Lauer, Luisa; Sonntag, Daniel; Peschel, Markus; Brünken, Roland

Measuring Intrisic and Extraneous Cognitive Load in Elementary School Students Using Subjective Ratings and Smart Pen Data Miscellaneous

13th International Cognitive Load Theory Conference, 2021.

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Altmeyer, Kristin; Malone, Sarah; Kapp, Sebastian; Barz, Michael; Lauer, Luisa; Thees, Michael; Kuhn, Jochen; Peschel, Markus; Sonntag, Daniel; Brünken, Roland

The effect of augmented reality on global coherence formation processes during STEM laboratory work in elementary school children Miscellaneous

13th International Cognitive Load Theory Conference, 2021.

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Altmeyer, Kristin; Malone, Sarah; Kapp, Sebastian; Barz, Michael; Lauer, Luisa; Thees, Michael; Kuhn, Jochen; Peschel, Markus; Sonntag, Daniel; Brünken, Roland

Augmented Reality zur Förderung globaler Kohärenzbildungsprozesse beim Experimentieren im Sachunterricht Miscellaneous

Tagung der Fachgruppe Pädagogische Psychologie, 2021.

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Technical Reports

Profitlich, Hans-Jürgen; Sonntag, Daniel

A Case Study on Pros and Cons of Regular Expression Detection and Dependency Parsing for Negation Extraction from German Medical Documents. Technical Report Technical Report

BMBF Bundesministerium für Bildung und Forschung Kapelle-Ufer 1 D-10117 Berlin, , 2021.

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Nguyen, Ho Minh Duy; Nguyen, Thu T; Vu, Huong; Pham, Quang; Nguyen, Manh-Duy; Nguyen, Binh T; Sonntag, Daniel

TATL: Task Agnostic Transfer Learning for Skin Attributes Detection Technical Report

DFKI , 2021.

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2020

Journal Articles

Biswas, Rajarshi; Barz, Michael; Sonntag, Daniel

Towards Explanatory Interactive Image Captioning Using Top-Down and Bottom-Up Features, Beam Search and Re-ranking Journal Article

KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V., 36 , pp. 1-14, 2020.

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Heimann-Steinert, A; Latendorf, A; Prange, Alexander; Sonntag, Daniel; Müller-Werdan, U

Digital pen technology for conducting cognitive assessments: a cross-over study with older adults Journal Article

Psychological Research, 85 , pp. 1-9, 2020.

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Inproceedings

Nunnari, Fabrizio; Ezema, Abraham; Sonntag, Daniel

The effects of masking in melanoma image classification with CNNs towards international standards for image preprocessing Inproceedings

2020 EAI International Symposium on Medical Artificial Intelligence, EAI, 2020.

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Nguyen, Ho Minh Duy; Ezema, Abraham; Nunnari, Fabrizio; Sonntag, Daniel

A Visually Explainable Learning System for Skin Lesion Detection Using Multiscale Input with Attention U-Net Inproceedings

KI 2020: Advances in Artificial Intelligence, pp. 313-319, Springer, 2020.

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Barz, Michael; Altmeyer, Kristin; Malone, Sarah; Lauer, Luisa; Sonntag, Daniel

Digital Pen Features Predict Task Difficulty and User Performance of Cognitive Tests Inproceedings

Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, ACM, 2020.

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Barz, Michael; Stauden, Sven; Sonntag, Daniel

Visual Search Target Inference in Natural Interaction Settings with Machine Learning Inproceedings

Bulling, Andreas; Huckauf, Anke; Jain, Eakta; Radach, Ralph; Weiskopf, Daniel (Ed.): ACM Symposium on Eye Tracking Research and Applications, Association for Computing Machinery, 2020.

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Nunnari, Fabrizio; Bhuvaneshwara, Chirag; Ezema, Abraham Obinwanne; Sonntag, Daniel

A Study on the Fusion of Pixels and Patient Metadata in CNN-Based Classification of Skin Lesion Images Inproceedings

Holzinger, Andreas; Kieseberg, Peter; Tjoa, Min A; Weippl, Edgar (Ed.): Machine Learning and Knowledge Extraction, pp. 191-208, Springer International Publishing, 2020.

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Technical Reports

Sonntag, Daniel; Nunnari, Fabrizio; Profitlich, Hans-Jürgen

The Skincare project, an interactive deep learning system for differential diagnosis of malignant skin lesions. Technical Report

BMBF, H2020 Bundesministerium für Bildung und Forschung Kapelle-Ufer 1 D-10117 Berlin, , 2020.

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Sonntag, Daniel

Künstliche Intelligenz gegen das Coronavirus Technical Report

DFKI, BMBF, BMG , 2020.

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Kalimuthu, Marimuthu; Nunnari, Fabrizio; Sonntag, Daniel

A Competitive Deep Neural Network Approach for the ImageCLEFmed Caption 2020 Task Technical Report

German Research Center for Artificial Intelligence , 2020.

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2019

Journal Articles

Barz, Michael; Sonntag, Daniel

Incremental Improvement of a Question Answering System by Re-ranking Answer Candidates using Machine Learning Journal Article

Computing Research Repository eprint Journal, abs/1908.10149 , pp. 1-13, 2019.

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Sonntag, Daniel

Künstliche Intelligenz in der Medizin -- Holzweg oder Heilversprechen? Journal Article

HNO, 67 , pp. 343-349, 2019.

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Book Chapters

Sonntag, Daniel

Medical and Health Systems Book Chapter

The Handbook of Multimodal-Multisensor Interfaces: Language Processing, Software, Commercialization, and Emerging Directions - Volume 3, pp. 423-476, Association for Computing Machinery and Morgan & Claypool, 2019.

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Incollections

Feld, Michael; Neßelrath, Robert; Schwartz, Tim; Sonntag, Daniel; Krüger, Antonio

Software Platforms and Toolkits for Building Multimodal Systems and Applications Incollection

Oviatt, Sharon; Schuller, Björn; Cohen, Philip R; Potamianos, Gerasimos (Ed.): The Handbook of Multimodal-Multisensor Interfaces, Volume 3 -- Language Processing, Software, Commercialization, and Emerging Directions, #23 , pp. 145-190, Morgan & Claypool Publishers, 2019.

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Inproceedings

Biswas, Rajarshi; Mogadala, Aditya; Barz, Michael; Sonntag, Daniel; Klakow, Dietrich

Automatic Judgement of Neural Network-Generated Image Captions Inproceedings

Martin-Vide, Carlos; Purver, Matthew; Pollak, Senja (Ed.): Statistical Language and Speech Processing - 7th International Conference, Proceedings, pp. 261-272, Springer, Jamova cesta 39 1000 Ljubljana Slovenia, 2019.

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Kalimuthu, Marimuthu; Barz, Michael; Sonntag, Daniel

Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings Inproceedings

Proceedings of the Fourth Arabic Natural Language Processing Workshop, pp. 1-10, Association for Computational Linguistics, 2019.

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Prange, Alexander; Niemann, Mira; Latendorf, Antje; Steinert, Anika; Sonntag, Daniel

Multimodal Speech-based Dialogue for the Mini-Mental State Examination Inproceedings

Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, pp. CS13:1-CS13:8, ACM, 2019.

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Prange, Alexander; Sonntag, Daniel

Modeling Cognitive Status through Automatic Scoring of a Digital Version of the Clock Drawing Test Inproceedings

Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization, pp. 70-77, ACM, 2019.

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Technical Reports

Sonntag, Daniel

Wie funktionieren neuronale Netze eigentlich? Technical Report

DFKI , 2019.

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Profitlich, Hans-Jürgen; Sonntag, Daniel

Interactivity and Transparency in Medical Risk Assessment with Supersparse Linear Integer Models Technical Report

BMBF , 2019.

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2018

Journal Articles

Prange, Alexander; Barz, Michael; Sonntag, Daniel

A categorisation and implementation of digital pen features for behaviour characterisation Journal Article

Computing Research Repository eprint Journal, abs/1810.03970 , pp. 1-42, 2018.

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Zacharias, Jan; Barz, Michael; Sonntag, Daniel

A Survey on Deep Learning Toolkits and Libraries for Intelligent User Interfaces Journal Article

Computing Research Repository eprint Journal, abs/1803.04818 , pp. 1-10, 2018.

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Sonntag, Daniel; Profitlich, Hans-Jürgen

An architecture of open-source tools to combine textual information extraction, faceted search and information visualisation Journal Article

Computing Research Repository eprint Journal, abs/1810.12627 , pp. 13-28, 2018.

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Inproceedings

Barz, Michael; Büyükdemircioglu, Neslihan; Surya, Rikhu Prasad; Polzehl, Tim; Sonntag, Daniel

Device-Type Influence in Crowd-based Natural Language Translation Tasks (short paper) Inproceedings

Aroyo, Lora; Dumitrache, Anca; Paritosh, Praveen; Quinn, Alexander J; Welty, Chris; Checco, Alessandro; Demartini, Gianluca; Gadiraju, Ujwal; Sarasua, Cristina (Ed.): Proceedings of the 1st Workshop on Subjectivity, Ambiguity and Disagreement in Crowdsourcing, and Short Paper Proceedings of the 1st Workshop on Disentangling the Relation Between Crowdsourcing and Bias Management (SAD 2018 and CrowdBias 2018), pp. 93-97, CEUR-WS.org, 2018.

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136 entries « 1 of 3 »