114 entries « 1 of 3 »

2021

Journal Articles

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, 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, 21 , pp. 17, 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

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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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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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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Stauden, Sven; Barz, Michael; Sonntag, Daniel

Visual Search Target Inference Using Bag of Deep Visual Words Inproceedings

Trollmann, Frank; Turhan, Anni-Yasmin (Ed.): KI 2018: Advances in Artificial Intelligence - 41st German Conference on AI, Springer, 2018.

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Prange, Alexander; Barz, Michael; Sonntag, Daniel

Medical 3D Images in Multimodal Virtual Reality Inproceedings

IUI Companion, pp. 19:1-19:2, ACM, 2018.

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Barz, Michael; Daiber, Florian; Sonntag, Daniel; Bulling, Andreas

Error-aware Gaze-based Interfaces for Robust Mobile Gaze Interaction Inproceedings

Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications, pp. 24:1-24:10, ACM, 2018.

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Niemann, Mira; Prange, Alexander; Sonntag, Daniel

Towards a Multimodal Multisensory Cognitive Assessment Framework Inproceedings

Proceedings of the 30th IEEE International Symposium on Computer-Based Medical System, IEEE, 2018.

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Miscellaneous

Barz, Michael; Polzehl, Tim; Sonntag, Daniel

Towards Hybrid Human-Machine Translation Services Miscellaneous

EasyChair Preprint no. 333, 2018.

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2017

Journal Articles

Sonntag, Daniel; Barz, Michael; Zacharias, Jan; Stauden, Sven; Rahmani, Vahid; Fóthi, Áron; andrincz, András L&#337

Fine-tuning deep CNN models on specific MS COCO categories Journal Article

Computing Research Repository eprint Journal, abs/1709.01476 , pp. 0-3, 2017.

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Schmidt, Danilo; Budde, Klemens; Sonntag, Daniel; Profitlich, Hans-Jürgen; Ihle, Matthias; Staeck, Oliver

A novel tool for the identification of correlations in medical data by faceted search Journal Article

Computers in Biology and Medicine - An International Journal, 85 , pp. 98-105, 2017.

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Inproceedings

Barz, Michael; Poller, Peter; Schneider, Martin; Zillner, Sonja; Sonntag, Daniel; Ma&#345, Vladimír; ík, ; Wahlster, Wolfgang

Human-in-the-Loop Control Processes in Gas Turbine Maintenance Inproceedings

Ma&#;ík, Vladimír; Strasser, Thomas; Kadera, Petr (Ed.): Industrial Applications of Holonic and Multi-Agent Systems: 8th International Conference, HoloMAS 2017, Springer International Publishing, 2017.

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Prange, Alexander; Chikobava, Margarita; Poller, Peter; Barz, Michael; Sonntag, Daniel

A Multimodal Dialogue System for Medical Decision Support inside Virtual Reality Inproceedings

Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, pp. 23-26, Association for Computational Linguistics, 2017.

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Prange, Alexander; Schmidt, Danilo; Sonntag, Daniel

A Digital Pen Based Tool for Instant Digitisation and Digitalisation of Biopsy Protocols Inproceedings

2017 IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS), pp. 773-774, IEEE Xplore, 2017.

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Barz, Michael; Poller, Peter; Sonntag, Daniel

Evaluating Remote and Head-worn Eye Trackers in Multi-modal Speech-based HRI Inproceedings

Mutlu, Bilge; Tscheligi, Manfred; Weiss, Astrid; Young, James E (Ed.): Companion of the 2017 ACM/IEEE International Conference on Human-Robot Interaction, pp. 79-80, ACM, 2017.

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Barz, Michael; Poller, Peter; Sonntag, Daniel

Evaluating Remote and Head-worn Eye Trackers in Multi-modal Speech-based HRI (Demo) Inproceedings

Mutlu, Bilge; Tscheligi, Manfred; Weiss, Astrid; Young, James E (Ed.): Companion of the 2017 ACM/IEEE International Conference on Human-Robot Interaction, ACM, 2017.

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Prange, Alexander; Barz, Michael; Sonntag, Daniel

Speech-based Medical Decision Support in VR using a Deep Neural Network (Demonstration) Inproceedings

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI-17, pp. 5241-5242, IJCAI, 2017.

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Sonntag, Daniel; Profitlich, Hans-Jürgen

Integrated Decision Support by Combining Textual Information Extraction, Facetted Search and Information Visualisation Inproceedings

2017 IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS), pp. 95-100, IEEE, 2017.

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Miscellaneous

Sonntag, Daniel

Interakt - A Multimodal Multisensory Interactive Cognitive Assessment Tool Miscellaneous

2017.

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2016

Journal Articles

Sonntag, Daniel; Tresp, Volker; Zillner, Sonja; Cavallaro, Alexander; Hammon, Matthias; Reis, André; Fasching, Peter A; Sedlmayr, Martin; Ganslandt, Thomas; Prokosch, Hans-Ulrich; Budde, Klemens; Schmidt, Danilo; Hinrichs, Carl; Wittenberg, Thomas; Daumke, Philipp; Oppelt, Patricia G

The Clinical Data Intelligence Project - A smart data initiative Journal Article

Informatik Spektrum, 39 , pp. 290-300, 2016.

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Inproceedings

Moniri, Mohammad Mehdi; Luxenburger, Andreas; Schuffert, Winfried; Sonntag, Daniel

Real-Time 3D Peripheral View Analysis Inproceedings

Dirk, Reiners; Daisuke, Iwai; Frank, Steinicke (Ed.): Proceedings of the International Conference on Artificial Reality and Telexistence and Eurographics Symposium on Virtual Environments 2016, pp. 37-44, The Eurographics Association, 2016.

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Barz, Michael; Sonntag, Daniel

Gaze-guided Object Classification Using Deep Neural Networks for Attention-based Computing Inproceedings

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct, pp. 253-256, ACM, 2016.

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Prange, Alexander; Sonntag, Daniel

Digital PI-RADS: Smartphone Sketches for Instant Knowledge Acquisition in Prostate Cancer Detection Inproceedings

2016 IEEE 29th International Symposium on Computer-Based Medical Systems (CBMS), pp. 13-18, IEEE Xplore, 2016.

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Barz, Michael; Daiber, Florian; Bulling, Andreas

Prediction of Gaze Estimation Error for Error-Aware Gaze-Based Interfaces Inproceedings

Proceedings of the Symposium on Eye Tracking Research and Applications, ACM, 2016.

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Lessel, Pascal; Altmeyer, Maximilian; Kerber, Frederic; Barz, Michael; Leidinger, Cornelius; Krüger, Antonio

WaterCoaster: A Device to Encourage People in a Playful Fashion to Reach Their Daily Water Intake Level Inproceedings

Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems, pp. 1813-1820, ACM, 2016.

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Barz, Michael; Moniri, Mohammad Mehdi; Weber, Markus; Sonntag, Daniel

Multimodal multisensor activity annotation tool Inproceedings

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct, pp. 17-20, ACM, 2016.

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114 entries « 1 of 3 »