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ORCIDDaniel Sonntag
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- affiliation: German Research Centre for Artificial Intelligence, DFKI, Kaiserslautern, Germany
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2020 – today
- 2024
[j31]Hannes Kath, Patricia P. Serafini, Ivan B. Campos, Thiago S. Gouvêa, Daniel Sonntag:
Leveraging transfer learning and active learning for data annotation in passive acoustic monitoring of wildlife. Ecol. Informatics 82: 102710 (2024)- [j30]Abdulrahman Mohamed Selim
, Michael Barz, Omair Shahzad Bhatti, Hasan Md Tusfiqur Alam, Daniel Sonntag:
A review of machine learning in scanpath analysis for passive gaze-based interaction. Frontiers Artif. Intell. 7 (2024) - [j29]Werner Damm, David Hess, Mark Schweda, Janos Sztipanovits, Klaus Bengler, Bianca Biebl, Martin Fränzle, Willem Hagemann, Moritz Held, Klas Ihme, Severin Kacianka, Alyssa J. Kerscher, Sebastian Lehnhoff, Andreas Lüdtke, Alexander Pretschner, Astrid Rakow, Jochem W. Rieger, Daniel Sonntag, Maike Schwammberger, Benedikt Austel, Anirudh Unni, Eric M. S. P. Veith:
A Reference Architecture of Human Cyber-Physical Systems - Part I: Fundamental Concepts. ACM Trans. Cyber Phys. Syst. 8(1): 2:1-2:32 (2024) - [j28]Klaus Bengler, Werner Damm, Andreas Lüdtke, Jochem W. Rieger, Benedikt Austel, Bianca Biebl, Martin Fränzle, Willem Hagemann, Moritz Held, David Hess, Klas Ihme, Severin Kacianka, Alyssa J. Kerscher, Forrest Laine, Sebastian Lehnhoff, Alexander Pretschner, Astrid Rakow, Daniel Sonntag, Janos Sztipanovits, Maike Schwammberger, Mark Schweda, Anirudh Unni, Eric M. S. P. Veith:
A References Architecture for Human Cyber Physical Systems, Part II: Fundamental Design Principles for Human-CPS Interaction. ACM Trans. Cyber Phys. Syst. 8(1): 3:1-3:27 (2024) - [j27]Werner Damm, Martin Fränzle, Alyssa J. Kerscher, Forrest Laine, Klaus Bengler, Bianca Biebl, Willem Hagemann, Moritz Held, David Hess, Klas Ihme, Severin Kacianka, Sebastian Lehnhoff, Andreas Lüdtke, Alexander Pretschner, Astrid Rakow, Jochem W. Rieger, Daniel Sonntag, Janos Sztipanovits, Maike Schwammberger, Mark Schweda, Alexander Trende, Anirudh Unni, Eric M. S. P. Veith:
A Reference Architecture of Human Cyber-Physical Systems - Part III: Semantic Foundations. ACM Trans. Cyber Phys. Syst. 8(1): 4:1-4:23 (2024) - [c150]Siting Liang, Daniel Sonntag:
Building A German Clinical Named Entity Recognition System without In-domain Training Data. ClinicalNLP@NAACL 2024: 70-81 - [c149]Abdulrahman Mohamed Selim, Maurice Rekrut, Michael Barz, Daniel Sonntag:
Speech Imagery BCI Training Using Game with a Purpose. AVI 2024: 43:1-43:5 - [c148]Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag:
Active and Transfer Learning for Efficient Identification of Species in Multi-Label Bioacoustic Datasets. GoodIT 2024: 22-25 - [c147]Nils Feldhus, Aliki Anagnostopoulou, Qianli Wang, Milad Alshomary, Henning Wachsmuth, Daniel Sonntag, Sebastian Möller:
Towards Modeling and Evaluating Instructional Explanations in Teacher-Student Dialogues. GoodIT 2024: 225-230 - [c146]Hannes Kath, Ilira Troshani, Bengt Lüers, Thiago S. Gouvêa, Daniel Sonntag:
Enhancing Biodiversity Monitoring: An Interactive Tool for Efficient Identification of Species in Large Bioacoustics Datasets. ICMI Companion 2024: 91-93 - [c145]Omair Shahzad Bhatti, Harshinee Sriram, Abdulrahman Mohamed Selim, Cristina Conati, Michael Barz, Daniel Sonntag:
Detecting when Users Disagree with Generated Captions. ICMI Companion 2024: 195-203 - [c144]Duy Minh Ho Nguyen, Nina Lukashina, Tai Nguyen, An T. Le, TrungTin Nguyen, Nhat Ho, Jan Peters, Daniel Sonntag, Viktor Zaverkin, Mathias Niepert:
Structure-Aware E(3)-Invariant Molecular Conformer Aggregation Networks. ICML 2024 - [c143]Hannes Kath, Patricia P. Serafini, Ivan B. Campos, Thiago S. Gouvêa, Daniel Sonntag:
Demo: Enhancing Wildlife Acoustic Data Annotation Efficiency through Transfer and Active Learning. IJCAI 2024: 8691-8695 - [c142]Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag:
Active Learning in Multi-label Classification of Bioacoustic Data. KI 2024: 114-127 - [c141]Ilira Troshani, Thiago S. Gouvêa, Daniel Sonntag:
Leveraging Weakly Supervised and Multiple Instance Learning for Multi-label Classification of Passive Acoustic Monitoring Data. KI 2024: 260-272 - [c140]Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag:
A Human-in-the-Loop Tool for Annotating Passive Acoustic Monitoring Datasets (Extended Abstract). KI 2024: 341-345 - [c139]László Kopácsi, Albert Klimenko, Michael Barz, Daniel Sonntag:
Exploring Gaze-Based Menu Navigation in Virtual Environments. SUI 2024: 40:1-40:2 - [c138]Konstantin Kuznetsov, Sara-Jane Bittner, Abdulrahman Mohamed Selim, Michael Barz, Daniel Sonntag:
FormTwin: A Framework for Pen-based Data Collection. UMAP (Adjunct Publication) 2024 - [c137]László Kopácsi, Panagiotis Karagiannis, Sotiris Makris, Johan Kildal, Andoni Rivera-Pinto, Judit Ruiz de Munain, Jesús Rosel, Maria Madarieta, Nikolaos Tseregkounis, Konstantina Salagianni, Panagiotis Aivaliotis, Michael Barz, Daniel Sonntag:
The MASTER XR Platform for Robotics Training in Manufacturing. VRST 2024: 67:1-67:2 - [c136]László Kopácsi, Tobias Sebastian Schneider, Chiara Karr, Michael Barz, Daniel Sonntag:
GazeLock: Gaze- and Lock Pattern-Based Authentication. VRST 2024: 94:1-94:2 - [i44]Duy M. H. Nguyen, Nina Lukashina, Tai Nguyen, An T. Le, TrungTin Nguyen, Nhat Ho, Jan Peters, Daniel Sonntag, Viktor Zaverkin, Mathias Niepert:
Structure-Aware E(3)-Invariant Molecular Conformer Aggregation Networks. CoRR abs/2402.01975 (2024) - [i43]Md Abdul Kadir, Hasan Md Tusfiqur Alam, Pascale Maul, Hans-Jürgen Profitlich, Moritz Wolf, Daniel Sonntag:
Modular Deep Active Learning Framework for Image Annotation: A Technical Report for the Ophthalmo-AI Project. CoRR abs/2403.15143 (2024) - [i42]Md Abdul Kadir, Gowtham Krishna Addluri, Daniel Sonntag:
Revealing Vulnerabilities of Neural Networks in Parameter Learning and Defense Against Explanation-Aware Backdoors. CoRR abs/2403.16569 (2024) - [i41]Hoai-Chau Tran, Duy M. H. Nguyen, Duy M. Nguyen, TrungTin Nguyen, Ngan Le, Pengtao Xie, Daniel Sonntag, James Y. Zou, Binh T. Nguyen, Mathias Niepert:
Accelerating Transformers with Spectrum-Preserving Token Merging. CoRR abs/2405.16148 (2024) - [i40]Hoang H. Le, Duy M. H. Nguyen, Omair Shahzad Bhatti, László Kopácsi, Thinh P. Ngo, Binh T. Nguyen, Michael Barz, Daniel Sonntag:
I-MPN: Inductive Message Passing Network for Effective and Efficient Human-in-the-Loop Annotation of Mobile Eye Tracking Data. CoRR abs/2406.06239 (2024) - [i39]Daniel Sonntag, Michael Barz, Thiago S. Gouvêa:
A look under the hood of the Interactive Deep Learning Enterprise (No-IDLE). CoRR abs/2406.19054 (2024) - [i38]Duy M. H. Nguyen, An T. Le, Trung Q. Nguyen, Nghiem T. Diep, Tai Nguyen, Duy Duong-Tran, Jan Peters, Li Shen, Mathias Niepert, Daniel Sonntag:
Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model. CoRR abs/2407.04489 (2024) - [i37]Aliki Anagnostopoulou, Thiago S. Gouvêa, Daniel Sonntag:
Enhancing Journalism with AI: A Study of Contextualized Image Captioning for News Articles using LLMs and LMMs. CoRR abs/2408.04331 (2024) - [i36]Duy M. H. Nguyen, Nghiem T. Diep, Trung Q. Nguyen, Hoang-Bao Le, Tai Nguyen, Tien Nguyen, TrungTin Nguyen, Nhat Ho, Pengtao Xie, Roger Wattenhofer, James Zhou, Daniel Sonntag, Mathias Niepert:
LoGra-Med: Long Context Multi-Graph Alignment for Medical Vision-Language Model. CoRR abs/2410.02615 (2024) - 2023
- [j26]Daniel Sonntag:
Avoid Predatory Journals. Künstliche Intell. 37(1): 1-3 (2023) - [j25]László Kopácsi, Benjámin Baffy, Gábor Baranyi, Joul Skaf, Gábor Sörös, Szilvia Szeier, András Lorincz, Daniel Sonntag:
Cross-Viewpoint Semantic Mapping: Integrating Human and Robot Perspectives for Improved 3D Semantic Reconstruction. Sensors 23(11): 5126 (2023) - [c135]Duy M. H. Nguyen, Hoang Nguyen, Truong Thanh Nhat Mai, Tri Cao, Binh T. Nguyen, Nhat Ho, Paul Swoboda, Shadi Albarqouni, Pengtao Xie, Daniel Sonntag:
Joint Self-Supervised Image-Volume Representation Learning with Intra-inter Contrastive Clustering. AAAI 2023: 14426-14435 - [c134]Siting Liang, Mareike Hartmann, Daniel Sonntag:
Cross-domain German Medical Named Entity Recognition using a Pre-Trained Language Model and Unified Medical Semantic Types. ClinicalNLP@ACL 2023: 259-271 - [c133]Enrico Bunde, Daniel Eisenhardt, Daniel Sonntag, Hans-Jürgen Profitlich, Christian Meske:
Giving DIAnA More TIME - Guidance for the Design of XAI-Based Medical Decision Support Systems. DESRIST 2023: 107-122 - [c132]Konstantin Kuznetsov, Michael Barz, Daniel Sonntag:
Detection of contract cheating in pen-and-paper exams through the analysis of handwriting style. ICMI Companion 2023: 26-30 - [c131]Thiago S. Gouvêa, Hannes Kath, Ilira Troshani, Bengt Lüers, Patricia P. Serafini, Ivan B. Campos, André S. Afonso, Sergio M. F. M. Leandro, Lourens Swanepoel, Nicholas Theron, Anthony M. Swemmer, Daniel Sonntag:
Interactive Machine Learning Solutions for Acoustic Monitoring of Animal Wildlife in Biosphere Reserves. IJCAI 2023: 6405-6413 - [c130]Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag:
A Human-in-the-Loop Tool for Annotating Passive Acoustic Monitoring Datasets. IJCAI 2023: 7140-7144 - [c129]László Kopácsi, Michael Barz, Omair Shahzad Bhatti, Daniel Sonntag:
IMETA: An Interactive Mobile Eye Tracking Annotation Method for Semi-automatic Fixation-to-AOI mapping. IUI Companion 2023: 33-36 - [c128]Md Abdul Kadir, Abdulrahman Mohamed Selim, Michael Barz, Daniel Sonntag:
A User Interface for Explaining Machine Learning Model Explanations. IUI Companion 2023: 59-63 - [c127]Michael Barz, Omair Shahzad Bhatti, Hasan Md Tusfiqur Alam, Duy Minh Ho Nguyen, Daniel Sonntag:
Interactive Fixation-to-AOI Mapping for Mobile Eye Tracking Data based on Few-Shot Image Classification. IUI Companion 2023: 175-178 - [c126]Christoph Albert Johns, Michael Barz, Daniel Sonntag:
Interactive Link Prediction as a Downstream Task for Foundational GUI Understanding Models. KI 2023: 75-89 - [c125]Md Abdul Kadir, Gowtham Krishna Addluri, Daniel Sonntag:
Harmonizing Feature Attributions Across Deep Learning Architectures: Enhancing Interpretability and Consistency. KI 2023: 90-97 - [c124]Hannes Kath, Bengt Lüers, Thiago S. Gouvêa, Daniel Sonntag:
Lost in Dialogue: A Review and Categorisation of Current Dialogue System Approaches and Technical Solutions. KI 2023: 98-113 - [c123]Md Abdul Kadir, Hasan Md Tusfiqur Alam, Daniel Sonntag:
EdgeAL: An Edge Estimation Based Active Learning Approach for OCT Segmentation. MICCAI (2) 2023: 79-89 - [c122]Duy M. H. Nguyen, Hoang Nguyen, Nghiem Tuong Diep, Tan Ngoc Pham, Tri Cao, Binh T. Nguyen, Paul Swoboda, Nhat Ho, Shadi Albarqouni, Pengtao Xie, Daniel Sonntag, Mathias Niepert:
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching. NeurIPS 2023 - [c121]Aliki Anagnostopoulou, Mareike Hartmann, Daniel Sonntag:
Towards Adaptable and Interactive Image Captioning with Data Augmentation and Episodic Memory. SustaiNLP 2023: 245-256 - [i35]Siting Liang, Mareike Hartmann, Daniel Sonntag:
Cross-lingual German Biomedical Information Extraction: from Zero-shot to Human-in-the-Loop. CoRR abs/2301.09908 (2023) - [i34]Md Abdul Kadir, Fabrizio Nunnari, Daniel Sonntag:
Fine-tuning of explainable CNNs for skin lesion classification based on dermatologists' feedback towards increasing trust. CoRR abs/2304.01399 (2023) - [i33]Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag:
A Deep Generative Model for Interactive Data Annotation through Direct Manipulation in Latent Space. CoRR abs/2305.15337 (2023) - [i32]Hannes Kath, Bengt Lüers, Thiago S. Gouvêa, Daniel Sonntag:
A Virtual Reality Tool for Representing, Visualizing and Updating Deep Learning Models. CoRR abs/2305.15353 (2023) - [i31]Aliki Anagnostopoulou, Mareike Hartmann, Daniel Sonntag:
Putting Humans in the Image Captioning Loop. CoRR abs/2306.03476 (2023) - [i30]Aliki Anagnostopoulou, Mareike Hartmann, Daniel Sonntag:
Towards Adaptable and Interactive Image Captioning with Data Augmentation and Episodic Memory. CoRR abs/2306.03500 (2023) - [i29]Duy M. H. Nguyen, Hoang Nguyen, Nghiem Tuong Diep, Tan Ngoc Pham, Tri Cao, Binh T. Nguyen, Paul Swoboda, Nhat Ho, Shadi Albarqouni, Pengtao Xie, Daniel Sonntag, Mathias Niepert:
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching. CoRR abs/2306.11925 (2023) - [i28]Md Abdul Kadir, Gowtham Krishna Addluri, Daniel Sonntag:
Harmonizing Feature Attributions Across Deep Learning Architectures: Enhancing Interpretability and Consistency. CoRR abs/2307.02150 (2023) - [i27]Md Abdul Kadir, Hasan Md Tusfiqur Alam, Daniel Sonntag:
EdgeAL: An Edge Estimation Based Active Learning Approach for OCT Segmentation. CoRR abs/2307.10745 (2023) - [i26]Duy Minh Ho Nguyen, Tan Ngoc Pham, Nghiem Tuong Diep, Nghi Quoc Phan, Quang Pham, Vinh Tong, Binh T. Nguyen, Ngan Hoang Le, Nhat Ho, Pengtao Xie, Daniel Sonntag, Mathias Niepert:
On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation. CoRR abs/2311.11096 (2023) - 2022
- [j24]Alexander Prange, Daniel Sonntag:
Modeling Users' Cognitive Performance Using Digital Pen Features. Frontiers Artif. Intell. 5: 787179 (2022) - [j23]Mareike Hartmann, Han Du, Nils Feldhus, Ivana Kruijff-Korbayová, Daniel Sonntag:
XAINES: Explaining AI with Narratives. Künstliche Intell. 36(3): 287-296 (2022) - [j22]Duy M. H. Nguyen, Thu T. Nguyen, Huong Vu, Quang Pham, Manh-Duy Nguyen, Binh T. Nguyen, Daniel Sonntag:
TATL: Task agnostic transfer learning for skin attributes detection. Medical Image Anal. 78: 102359 (2022) - [c120]Pablo Valdunciel, Omair Shahzad Bhatti, Michael Barz, Daniel Sonntag:
Interactive Assessment Tool for Gaze-based Machine Learning Models in Information Retrieval. CHIIR 2022: 332-336 - [c119]Duy M. H. Nguyen, Roberto Henschel, Bodo Rosenhahn, Daniel Sonntag, Paul Swoboda:
LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking. CVPR 2022: 8856-8865 - [c118]Konstantin Kuznetsov, Michael Barz, Daniel Sonntag:
SpellInk: Interactive Correction of Spelling Mistakes in Handwritten Text. HHAI 2022: 278-280 - [c117]Felix Céard-Falkenberg, Konstantin Kuznetsov, Alexander Prange, Michael Barz, Daniel Sonntag:
pEncode: A Tool for Visualizing Pen Signal Encodings in Real-Time. HHAI 2022: 281-284 - [c116]Thiago S. Gouvêa, Ilira Troshani, Marc Herrlich, Daniel Sonntag:
Annotating Sound Events Through Interactive Design of Interpretable Features. HHAI 2022: 305-306 - [c115]Omair Shahzad Bhatti, Michael Barz, Daniel Sonntag:
Leveraging Implicit Gaze-Based User Feedback for Interactive Machine Learning. KI 2022: 9-16 - [i25]Mareike Hartmann, Aliki Anagnostopoulou, Daniel Sonntag:
Interactive Machine Learning for Image Captioning. CoRR abs/2202.13623 (2022) - [i24]Mareike Hartmann, Daniel Sonntag:
A survey on improving NLP models with human explanations. CoRR abs/2204.08892 (2022) - [i23]Duy M. H. Nguyen, Hoang Nguyen, Mai Thanh Nhat Truong, Tri Cao, Binh T. Nguyen, Nhat Ho, Paul Swoboda, Shadi Albarqouni, Pengtao Xie, Daniel Sonntag:
Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering. CoRR abs/2212.01893 (2022) - [i22]Hasan Md Tusfiqur Alam, Duy M. H. Nguyen, Mai Thanh Nhat Truong, Triet A. Nguyen, Binh T. Nguyen, Michael Barz, Hans-Jürgen Profitlich, Ngoc T. T. Than, Ngan Le, Pengtao Xie, Daniel Sonntag:
DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading. CoRR abs/2212.14615 (2022) - 2021
- [j21]Michael Barz, Omair Shahzad Bhatti, Daniel Sonntag:
Implicit Estimation of Paragraph Relevance From Eye Movements. Frontiers Comput. Sci. 3: 808507 (2021) - [j20]Sebastian Kapp, Michael Barz, Sergey Mukhametov, Daniel Sonntag, Jochen Kuhn:
ARETT: Augmented Reality Eye Tracking Toolkit for Head Mounted Displays. Sensors 21(6): 2234 (2021) - [j19]Michael Barz, Daniel Sonntag:
Automatic Visual Attention Detection for Mobile Eye Tracking Using Pre-Trained Computer Vision Models and Human Gaze. Sensors 21(12): 4143 (2021) - [j18]Luisa Lauer, Kristin Altmeyer, Sarah Malone, Michael Barz, Roland Brünken, Daniel Sonntag, Markus Peschel:
Investigating the Usability of a Head-Mounted Display Augmented Reality Device in Elementary School Children. Sensors 21(19): 6623 (2021) - [c114]Fabrizio Nunnari, Hasan Md Tusfiqur Alam, Daniel Sonntag:
Anomaly Detection for Skin Lesion Images Using Replicator Neural Networks. CD-MAKE 2021: 225-240 - [c113]Fabrizio Nunnari, Md Abdul Kadir, Daniel Sonntag:
On the Overlap Between Grad-CAM Saliency Maps and Explainable Visual Features in Skin Cancer Images. CD-MAKE 2021: 241-253 - [c112]Alexander Prange, Michael Barz, Anika Heimann-Steinert, Daniel Sonntag:
Explainable Automatic Evaluation of the Trail Making Test for Dementia Screening. CHI 2021: 382:1-382:9 - [c111]Fabrizio Nunnari, Daniel Sonntag:
A Software Toolbox for Deploying Deep Learning Decision Support Systems with XAI Capabilities. EICS 2021: 44-49 - [c110]Michael Barz, Sebastian Kapp, Jochen Kuhn, Daniel Sonntag:
Automatic Recognition and Augmentation of Attended Objects in Real-time using Eye Tracking and a Head-mounted Display. ETRA Adjunct 2021: 3:1-3:4 - [c109]Omair Shahzad Bhatti, Michael Barz, Daniel Sonntag:
EyeLogin - Calibration-free Authentication Method for Public Displays Using Eye Gaze. ETRA Short Papers 2021: 14:1-14:7 - [c108]Michael Barz, Omair Shahzad Bhatti, Bengt Lüers, Alexander Prange, Daniel Sonntag:
Multisensor-Pipeline: A Lightweight, Flexible, and Extensible Framework for Building Multimodal-Multisensor Interfaces. ICMI Companion 2021: 13-18 - [c107]Fabrizio Nunnari, Abraham Obinwanne Ezema, Daniel Sonntag:
Crop It, but Not Too Much: The Effects of Masking on the Classification of Melanoma Images. KI 2021: 179-193 - [c106]Alexander Prange, Daniel Sonntag:
A Demonstrator for Interactive Image Clustering and Fine-Tuning Neural Networks in Virtual Reality. KI 2021: 194-203 - [c105]Duy M. H. Nguyen, Truong Thanh Nhat Mai, Ngoc T. T. Than, Alexander Prange, Daniel Sonntag:
Self-supervised Domain Adaptation for Diabetic Retinopathy Grading Using Vessel Image Reconstruction. KI 2021: 349-361 - [c104]Rajarshi Biswas, Michael Barz, Mareike Hartmann, Daniel Sonntag:
Improving German Image Captions Using Machine Translation and Transfer Learning. SLSP 2021: 3-14 - [c103]Alexander Prange, Daniel Sonntag:
Assessing Cognitive Test Performance Using Automatic Digital Pen Features Analysis. UMAP 2021: 33-43 - [i21]Ellák Somfai, Benjámin Baffy, Kristian Fenech, Changlu Guo, Rita Hosszú, Dorina Korózs, Fabrizio Nunnari, Marcell Pólik, Daniel Sonntag, Attila Ulbert, András Lorincz:
Minimizing false negative rate in melanoma detection and providing insight into the causes of classification. CoRR abs/2102.09199 (2021) - [i20]Duy M. H. Nguyen, Thu T. Nguyen, Huong Vu, Quang Pham, Manh-Duy Nguyen, Binh T. Nguyen, Daniel Sonntag:
TATL: Task Agnostic Transfer Learning for Skin Attributes Detection. CoRR abs/2104.01641 (2021) - [i19]Hans-Jürgen Profitlich, Daniel Sonntag:
A Case Study on Pros and Cons of Regular Expression Detection and Dependency Parsing for Negation Extraction from German Medical Documents. Technical Report. CoRR abs/2105.09702 (2021) - [i18]Duy M. H. Nguyen, Truong Thanh Nhat Mai, Ngoc T. T. Than, Alexander Prange, Daniel Sonntag:
Self-Supervised Domain Adaptation for Diabetic Retinopathy Grading using Vessel Image Reconstruction. CoRR abs/2107.09372 (2021) - [i17]Duy M. H. Nguyen, Roberto Henschel, Bodo Rosenhahn, Daniel Sonntag, Paul Swoboda:
LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking. CoRR abs/2111.11892 (2021) - 2020
- [j17]Daniel Sonntag:
AI in Medicine, Covid-19 and Springer Nature's Open Access Agreement. Künstliche Intell. 34(2): 123-125 (2020) - [j16]Rajarshi Biswas, Michael Barz, Daniel Sonntag:
Towards Explanatory Interactive Image Captioning Using Top-Down and Bottom-Up Features, Beam Search and Re-ranking. Künstliche Intell. 34(4): 571-584 (2020) - [c102]Fabrizio Nunnari, Chirag Bhuvaneshwara, Abraham Obinwanne Ezema, Daniel Sonntag:
A Study on the Fusion of Pixels and Patient Metadata in CNN-Based Classification of Skin Lesion Images. CD-MAKE 2020: 191-208 - [c101]Marimuthu Kalimuthu, Fabrizio Nunnari, Daniel Sonntag:
A Competitive Deep Neural Network Approach for the ImageCLEFmed Caption 2020 Task. CLEF (Working Notes) 2020 - [c100]Michael Barz, Sven Stauden, Daniel Sonntag:
Visual Search Target Inference in Natural Interaction Settings with Machine Learning. ETRA 2020: 1:1-1:8 - [c99]Duy Minh Ho Nguyen, Abraham Obinwanne Ezema, Fabrizio Nunnari, Daniel Sonntag:
A Visually Explainable Learning System for Skin Lesion Detection Using Multiscale Input with Attention U-Net. KI 2020: 313-319 - [c98]Fabrizio Nunnari, Abraham Obinwanne Ezema, Daniel Sonntag:
The Effects of Masking in Melanoma Image Classification with CNNs Towards International Standards for Image Preprocessing. MobiHealth 2020: 257-273 - [c97]Michael Barz, Kristin Altmeyer, Sarah Malone, Luisa Lauer, Daniel Sonntag:
Digital Pen Features Predict Task Difficulty and User Performance of Cognitive Tests. UMAP 2020: 23-32 - [i16]Daniel Sonntag, Fabrizio Nunnari, Hans-Jürgen Profitlich:
The Skincare project, an interactive deep learning system for differential diagnosis of malignant skin lesions. Technical Report. CoRR abs/2005.09448 (2020) - [i15]Marimuthu Kalimuthu, Fabrizio Nunnari, Daniel Sonntag:
A Competitive Deep Neural Network Approach for the ImageCLEFmed Caption 2020 Task. CoRR abs/2007.14226 (2020) - [i14]Duy M. H. Nguyen, Huong Vu, Binh T. Nguyen, Fabrizio Nunnari, Daniel Sonntag:
Attention with Multiple Sources Knowledges for COVID-19 from CT Images. CoRR abs/2009.11008 (2020)
2010 – 2019
- 2019
- [j15]Daniel Sonntag, Hans-Jürgen Profitlich:
An architecture of open-source tools to combine textual information extraction, faceted search and information visualisation. Artif. Intell. Medicine 93: 13-28 (2019) - [c96]Alexander Prange, Mira Niemann, Antje Latendorf, Anika Steinert, Daniel Sonntag:
Multimodal Speech-based Dialogue for the Mini-Mental State Examination. CHI Extended Abstracts 2019 - [c95]Michael Barz, Daniel Sonntag:
Incremental Improvement of a Question Answering System by Re-ranking Answer Candidates Using Machine Learning. IWSDS 2019: 367-379 - [c94]Rajarshi Biswas, Aditya Mogadala, Michael Barz, Daniel Sonntag, Dietrich Klakow:
Automatic Judgement of Neural Network-Generated Image Captions. SLSP 2019: 261-272 - [c93]Alexander Prange, Daniel Sonntag:
Modeling Cognitive Status through Automatic Scoring of a Digital Version of the Clock Drawing Test. UMAP 2019: 70-77 - [c92]Marimuthu Kalimuthu, Michael Barz, Daniel Sonntag:
Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings. WANLP@ACL 2019 2019: 1-10 - [p5]Daniel Sonntag:
Medical and health systems. The Handbook of Multimodal-Multisensor Interfaces, Volume 3 (3) 2019 - [e3]Sharon L. Oviatt, Björn W. Schuller, Philip R. Cohen, Daniel Sonntag, Gerasimos Potamianos, Antonio Krüger:
The Handbook of Multimodal-Multisensor Interfaces: Language Processing, Software, Commercialization, and Emerging Directions - Volume 3. Association for Computing Machinery 2019, ISBN 978-1-970001-75-4 [contents] - [i13]Fabrizio Nunnari, Daniel Sonntag:
A CNN toolbox for skin cancer classification. CoRR abs/1908.08187 (2019) - [i12]Michael Barz, Daniel Sonntag:
Incremental Improvement of a Question Answering System by Re-ranking Answer Candidates using Machine Learning. CoRR abs/1908.10149 (2019) - [i11]Hans-Jürgen Profitlich, Daniel Sonntag:
Interactivity and Transparency in Medical Risk Assessment with Supersparse Linear Integer Models. CoRR abs/1911.12119 (2019) - 2018
- [j14]Daniel Sonntag:
AI in Germany: Well-Prepared and Eager to Do Something. Künstliche Intell. 32(2-3): 97-99 (2018) - [c91]Mira Niemann, Alexander Prange, Daniel Sonntag:
Towards a Multimodal Multisensory Cognitive Assessment Framework. CBMS 2018: 24-29 - [c90]Michael Barz, Florian Daiber, Daniel Sonntag, Andreas Bulling:
Error-aware gaze-based interfaces for robust mobile gaze interaction. ETRA 2018: 24:1-24:10 - [c89]Michael Barz, Neslihan Büyükdemircioglu, Rikhu Prasad Surya, Tim Polzehl, Daniel Sonntag:
Device-Type Influence in Crowd-based Natural Language Translation Tasks (short paper). SAD/CrowdBias@HCOMP 2018: 93-97 - [c88]Alexander Prange, Michael Barz, Daniel Sonntag:
Medical 3D Images in Multimodal Virtual Reality. IUI Companion 2018: 19:1-19:2 - [c87]Sven Stauden, Michael Barz, Daniel Sonntag:
Visual Search Target Inference Using Bag of Deep Visual Words. KI 2018: 297-304 - [e2]Sharon L. Oviatt, Björn W. Schuller, Philip R. Cohen, Daniel Sonntag, Gerasimos Potamianos, Antonio Krüger:
The Handbook of Multimodal-Multisensor Interfaces: Foundations, User Modeling, and Common Modality Combinations - Volume 2. Association for Computing Machinery 2018, ISBN 978-1-970001-71-6 [contents] - [i10]Jan Zacharias, Michael Barz, Daniel Sonntag:
A Survey on Deep Learning Toolkits and Libraries for Intelligent User Interfaces. CoRR abs/1803.04818 (2018) - [i9]Alexander Prange, Michael Barz, Daniel Sonntag:
A categorisation and implementation of digital pen features for behaviour characterisation. CoRR abs/1810.03970 (2018) - [i8]Daniel Sonntag:
Interactive Cognitive Assessment Tools: A Case Study on Digital Pens for the Clinical Assessment of Dementia. CoRR abs/1810.04943 (2018) - [i7]Daniel Sonntag, Hans-Jürgen Profitlich:
An architecture of open-source tools to combine textual information extraction, faceted search and information visualisation. CoRR abs/1810.12627 (2018) - 2017
- [j13]Danilo Schmidt, Klemens Budde, Daniel Sonntag, Hans-Jürgen Profitlich, Matthias Ihle, Oliver Staeck:
A novel tool for the identification of correlations in medical data by faceted search. Comput. Biol. Medicine 85: 98-105 (2017) - [c86]Daniel Sonntag, Hans-Jürgen Profitlich:
Integrated Decision Support by Combining Textual Information Extraction, Facetted Search and Information Visualisation. CBMS 2017: 95-100 - [c85]Claudia Bretschneider, Sonja Zillner, Matthias Hammon, Paul Gass, Daniel Sonntag:
Automatic Extraction of Breast Cancer Information from Clinical Reports. CBMS 2017: 213-218 - [c84]Alexander Prange, Danilo Schmidt, Daniel Sonntag:
A Digital Pen Based Tool for Instant Digitisation and Digitalisation of Biopsy Protocols. CBMS 2017: 773-774 - [c83]Michael Barz, Peter Poller, Martin Schneider, Sonja Zillner, Daniel Sonntag:
Human-in-the-Loop Control Processes in Gas Turbine Maintenance. HoloMAS 2017: 255-268 - [c82]Michael Barz, Peter Poller, Daniel Sonntag:
Evaluating Remote and Head-worn Eye Trackers in Multi-modal Speech-based HRI (Demo). HRI (Companion) 2017: 39 - [c81]Michael Barz, Peter Poller, Daniel Sonntag:
Evaluating Remote and Head-worn Eye Trackers in Multi-modal Speech-based HRI. HRI (Companion) 2017: 79-80 - [c80]Alexander Prange, Michael Barz, Daniel Sonntag:
Speech-based Medical Decision Support in VR using a Deep Neural Network (Demonstration). IJCAI 2017: 5241-5242 - [c79]Alexander Prange, Margarita Chikobava, Peter Poller, Michael Barz, Daniel Sonntag:
A Multimodal Dialogue System for Medical Decision Support inside Virtual Reality. SIGDIAL Conference 2017: 23-26 - [e1]Sharon L. Oviatt, Björn W. Schuller, Philip R. Cohen, Daniel Sonntag, Gerasimos Potamianos, Antonio Krüger:
The Handbook of Multimodal-Multisensor Interfaces: Foundations, User Modeling, and Common Modality Combinations - Volume 1. ACM 2017, ISBN 978-1-970001-67-9 [contents] - [i6]Daniel Sonntag, Martin Huber, Manuel Möller, Alassane Ndiaye, Sonja Zillner, Alexander Cavallaro:
Design and Implementation of a Semantic Dialogue System for Radiologists. CoRR abs/1701.07381 (2017) - [i5]Daniel Sonntag:
Intelligent User Interfaces - A Tutorial. CoRR abs/1702.05250 (2017) - [i4]Daniel Sonntag, Michael Barz, Jan Zacharias, Sven Stauden, Vahid Rahmani, Áron Fóthi, András Lörincz:
Fine-tuning deep CNN models on specific MS COCO categories. CoRR abs/1709.01476 (2017) - [i3]Daniel Sonntag:
Interakt - A Multimodal Multisensory Interactive Cognitive Assessment Tool. CoRR abs/1709.01796 (2017) - 2016
- [j12]Daniel Sonntag, Volker Tresp, Sonja Zillner, Alexander Cavallaro, Matthias Hammon, André Reis, Peter A. Fasching, Martin Sedlmayr, Thomas Ganslandt, Hans-Ulrich Prokosch, Klemens Budde, Danilo Schmidt, Carl Hinrichs, Thomas Wittenberg, Philipp Daumke, Patricia G. Oppelt:
The Clinical Data Intelligence Project - A smart data initiative. Inform. Spektrum 39(4): 290-300 (2016) - [j11]Jason Orlosky, Takumi Toyama, Daniel Sonntag, Kiyoshi Kiyokawa:
The Role of Focus in Advanced Visual Interfaces. Künstliche Intell. 30(3-4): 301-310 (2016) - [c78]Daniel Sonntag:
Persuasive AI Technologies for Healthcare Systems. AAAI Fall Symposia 2016 - [c77]Alexander Prange, Daniel Sonntag:
Digital PI-RADS: Smartphone Sketches for Instant Knowledge Acquisition in Prostate Cancer Detection. CBMS 2016: 13-18 - [c76]Mohammad Mehdi Moniri, Andreas Luxenburger, Winfried Schuffert, Daniel Sonntag:
Real-Time 3D Peripheral View Analysis. ICAT-EGVE 2016: 37-44 - [c75]Danilo Schmidt, Hans-Jürgen Profitlich, Daniel Sonntag:
Towards Integrated Information Extraction and Facetted Search Applications in Nephrology. EMSA-RMed@ESWC 2016 - [c74]De-Jiu Chen, Dmitri Valeri Panfilenko, Mahmood Reza Khabbazi, Daniel Sonntag:
A model-based approach to qualified process automation for anomaly detection and treatment. ETFA 2016: 1-8 - [c73]Dmitri Valeri Panfilenko, Peter Poller, Daniel Sonntag, Sonja Zillner, Martin Schneider:
BPMN for knowledge acquisition and anomaly handling in CPS for smart factories. ETFA 2016: 1-4 - [c72]Michael Barz, Mohammad Mehdi Moniri, Markus Weber, Daniel Sonntag:
Multimodal multisensor activity annotation tool. UbiComp Adjunct 2016: 17-20 - [c71]Michael Barz, Daniel Sonntag:
Gaze-guided object classification using deep neural networks for attention-based computing. UbiComp Adjunct 2016: 253-256 - [c70]Andreas Luxenburger, Alexander Prange, Mohammad Mehdi Moniri, Daniel Sonntag:
MedicaLVR: towards medical remote collaboration using virtual reality. UbiComp Adjunct 2016: 321-324 - [c69]Mohammad Mehdi Moniri, Daniel Sonntag, Andreas Luxenburger:
Peripheral view calculation in virtual reality applications. UbiComp Adjunct 2016: 333-336 - [c68]Mohammad Mehdi Moniri, Fabio Andres Espinosa Valcarcel, Dieter Merkel, Daniel Sonntag:
Human Gaze and Focus-of-Attention in Dual Reality Human-Robot Collaboration. Intelligent Environments 2016: 238-241 - [c67]Richárd Bellon, Younggeon Choi, Nikoletta Ekker, Vincent Lepetit, L. Mike Olasz, Daniel Sonntag, Zoltán Tosér, Kyounghwan Yoo, András Lörincz:
Model Based Augmentation and Testing of an Annotated Hand Pose Dataset. KI 2016: 17-29 - 2015
- [j10]Adam B. Cohen, Sonia Chernova, James Giordano, Frank Guerin, Kris K. Hauser, Bipin Indurkhya, Matteo Leonetti, Larry R. Medsker, Martin Michalowski, Daniel Sonntag, Georgi Stojanov, Dan Tecuci, Andrea Thomaz, Tony Veale, Ulli Waltinger:
Reports on the 2014 AAAI Fall Symposium Series. AI Mag. 36(3): 107-112 (2015) - [j9]Jean Gelissen, Daniel Sonntag:
Special Issue on Health and Wellbeing. Künstliche Intell. 29(2): 111-113 (2015) - [j8]Daniel Sonntag, Jean Gelissen:
A Paradigm Shift in Healthcare Provision - Interview with Dr. Jörg Habetha, Senior Director at Philips Research, Department Head 'Personal Health'. Künstliche Intell. 29(2): 203-205 (2015) - [j7]Jason Orlosky, Takumi Toyama, Kiyoshi Kiyokawa, Daniel Sonntag:
ModulAR: Eye-Controlled Vision Augmentations for Head Mounted Displays. IEEE Trans. Vis. Comput. Graph. 21(11): 1259-1268 (2015) - [c66]Daniel Sonntag:
Kognit: Intelligent Cognitive Enhancement Technology by Cognitive Models and Mixed Reality for Dementia Patients. AAAI Fall Symposia 2015: 47-53 - [c65]Alexander Prange, Takumi Toyama, Daniel Sonntag:
Towards Gaze and Gesture Based Human-Robot Interaction for Dementia Patients. AAAI Fall Symposia 2015: 111-113 - [c64]Markku Turunen, Daniel Sonntag, Klaus-Peter Engelbrecht, Thomas Olsson, Dirk Schnelle-Walka, Andrés Lucero:
Interaction and Humans in Internet of Things. INTERACT (4) 2015: 633-636 - [c63]Daniel Sonntag:
Tutorial 3: Intelligent User Interfaces. ISMAR 2015: xxxii - [c62]Jason Orlosky, Markus Weber, Yecheng Gu, Daniel Sonntag, Sergey A. Sosnovsky:
An Interactive Pedestrian Environment Simulator for Cognitive Monitoring and Evaluation. IUI Companion 2015: 57-60 - [c61]Alexander Prange, Indra Praveen Sandrala, Markus Weber, Daniel Sonntag:
Robot Companions and Smartpens for Improved Social Communication of Dementia Patients. IUI Companion 2015: 65-68 - [c60]Takumi Toyama, Daniel Sonntag, Jason Orlosky, Kiyoshi Kiyokawa:
Attention Engagement and Cognitive State Analysis for Augmented Reality Text Display Functions. IUI 2015: 322-332 - [c59]Jason Orlosky, Kiyoshi Kiyokawa, Takumi Toyama, Daniel Sonntag:
Halo Content: Context-aware Viewspace Management for Non-invasive Augmented Reality. IUI 2015: 369-373 - [c58]Takumi Toyama, Daniel Sonntag:
Towards Episodic Memory Support for Dementia Patients by Recognizing Objects, Faces and Text in Eye Gaze. KI 2015: 316-323 - [c57]Alexander Prange, Daniel Sonntag:
Easy Deployment of Spoken Dialogue Technology on Smartwatches for Mental Healthcare. MindCare 2015: 150-156 - [c56]András Sárkány, Zoltán Tosér, Anita L. Vero, András Lörincz, Takumi Toyama, Ehsan Nadjaran Toosi, Daniel Sonntag:
Maintain and Improve Mental Health by Smart Virtual Reality Serious Games. MindCare 2015: 220-229 - [c55]Daniel Sonntag, Jason Orlosky, Markus Weber, Yecheng Gu, Sergey A. Sosnovsky, Takumi Toyama, Ehsan Nadjaran Toosi:
Cognitive Monitoring via Eye Tracking in Virtual Reality Pedestrian Environments. PerDis 2015: 269-270 - 2014
- [j6]Daniel Sonntag, Markus Weber, Alexander Cavallaro, Matthias Hammon:
Integrating Digital Pens in Breast Imaging for Instant Knowledge Acquisition. AI Mag. 35(1): 26-37 (2014) - [j5]Daniel Sonntag:
Space Robotics Means Business. Künstliche Intell. 28(2): 63-65 (2014) - [c54]Gyula Vörös, Peter Rabi, Balázs Pintér, Andras Sarkany, Daniel Sonntag, András Lörincz:
Recommending Missing Symbols of Augmentative and Alternative Communication by Means of Explicit Semantic Analysis. AAAI Fall Symposia 2014 - [c53]Takumi Toyama, Daniel Sonntag, Jason Orlosky, Kiyoshi Kiyokawa:
A natural interface for multi-focal plane head mounted displays using 3D gaze. AVI 2014: 25-32 - [c52]Zsolt Palotai, Miklos Lang, Andras Sarkany, Zoltan Toser, Daniel Sonntag, Takumi Toyama, András Lörincz:
LabelMovie: Semi-supervised machine annotation tool with quality assurance and crowd-sourcing options for videos. CBMI 2014: 1-4 - [c51]Daniel Sonntag, Sonja Zillner, Samarjit Chakraborty, András Lörincz, Esko Strömmer, Luciano Serafini:
The Medical Cyber-physical Systems Activity at EIT: A Look under the Hood. CBMS 2014: 351-356 - [c50]Tigran Mkrtchyan, Daniel Sonntag:
Deep Parsing at the CLEF2014 IE Task. CLEF (Working Notes) 2014: 138-146 - [c49]Jason Orlosky, Takumi Toyama, Daniel Sonntag, Kiyoshi Kiyokawa:
Using Eye-Gaze and Visualization to Augment Memory - A Framework for Improving Context Recognition and Recall. HCI (21) 2014: 282-291 - [c48]Daniel Sonntag:
ERmed - Towards Medical Multimodal Cyber-Physical Environments. HCI (25) 2014: 359-370 - [c47]Takumi Toyama, Daniel Sonntag, Andreas Dengel, Takahiro Matsuda, Masakazu Iwamura, Koichi Kise:
A mixed reality head-mounted text translation system using eye gaze input. IUI 2014: 329-334 - [c46]Gyula Vörös, Anita Verö, Balázs Pintér, Brigitta Miksztai-Réthey, Takumi Toyama, András Lörincz, Daniel Sonntag:
Towards a Smart Wearable Tool to Enable People with SSPI to Communicate by Sentence Fragments. MindCare 2014: 90-99 - [c45]Jason Orlosky, Takumi Toyama, Daniel Sonntag, Andras Sarkany, András Lörincz:
On-body multi-input indoor localization for dynamic emergency scenarios: fusion of magnetic tracking and optical character recognition with mixed-reality display. PerCom Workshops 2014: 320-325 - [p4]Daniel Sonntag, Daniel Porta:
Intelligent Semantic Mediation, Knowledge Acquisition and User Interaction. Towards the Internet of Services 2014: 179-189 - [p3]Daniel Sonntag, Sonja Zillner, Patrick Ernst, Christian Schulz, Michael Sintek, Peter Dankerl:
Mobile Radiology Interaction and Decision Support Systems of the Future. Towards the Internet of Services 2014: 371-382 - 2013
- [c44]Daniel Sonntag, Sonja Zillner, Christian Schulz, Markus Weber, Takumi Toyama:
Towards Medical Cyber-Physical Systems: Multimodal Augmented Reality for Doctors and Knowledge Discovery about Patients. HCI (11) 2013: 401-410 - [c43]Daniel Sonntag, Markus Weber, Matthias Hammon, Alexander Cavallaro:
Integrating Digital Pens in Breast Imaging for Instant Knowledge Acquisition. IAAI 2013: 1465-1470 - [c42]Daniel Sonntag, Takumi Toyama:
On-Body IE: A Head-Mounted Multimodal Augmented Reality System for Learning and Recalling Faces. Intelligent Environments 2013: 151-156 - [c41]Christian Schulz, Daniel Sonntag, Markus Weber, Takumi Toyama:
Multimodal interaction strategies in a multi-device environment around natural speech. IUI Companion 2013: 97-98 - 2012
- [j4]Daniel Sonntag:
Collaborative Multimodality. Künstliche Intell. 26(2): 161-168 (2012) - [j3]Sonja Zillner, Daniel Sonntag:
Image metadata reasoning for improved clinical decision support. Netw. Model. Anal. Health Informatics Bioinform. 1(1-2): 37-46 (2012) - [c40]Daniel Sonntag, Jochen Setz, Maha Ahmed Baker, Sonja Zillner:
Clinical Trial and Disease Search with Ad Hoc Interactive Ontology Alignments. ESWC 2012: 674-686 - [c39]Daniel Sonntag, Christian Schulz, Christian Reuschling, Luis Galárraga:
RadSpeech's mobile dialogue system for radiologists. IUI 2012: 317-318 - [c38]Daniel Sonntag, Christian Schulz:
A Multimodal Multi-device Discourse and Dialogue Infrastructure for Collaborative Decision-Making in Medicine. IWSDS 2012: 37-47 - [c37]Gianluca Quercini, Jochen Setz, Daniel Sonntag, Chantal Reynaud:
Facetted Browsing on Extracted Fusion Tables Data for Digital Cities. WoLE@ISWC 2012: 94-105 - 2011
- [j2]Daniel Sonntag:
Theatre, Perception, Symbol. Künstliche Intell. 25(3): 189-191 (2011) - [c36]Sonja Zillner, Daniel Sonntag:
Aligning medical ontologies by axiomatic models, corpus linguistic syntactic rules and context information. CBMS 2011: 1-6 - [c35]Daniel Sonntag, Christian Schulz:
Monitoring and explaining reasoning processes in a dialogue system's input interpretation step. ExaCt 2011: 51-60 - [c34]Daniel Sonntag, Marcus Liwicki, Markus Weber:
Digital pen in mammography patient forms. ICMI 2011: 303-306 - [c33]Daniel Sonntag:
Towards learned feedback for enhancing trust in information seeking dialogue for radiologists. IUI 2011: 391-394 - [c32]Daniel Sonntag, Marcus Liwicki, Markus Weber:
Interactive paper for radiology findings. IUI 2011: 459-460 - [c31]Mikhail Blinov, Matthieu Deru, Daniel Sonntag:
Mobile thumb interaction and speech. Mobile HCI 2011: 691-694 - [c30]Daniel Sonntag, Jochen Setz, Maha Ahmed Baker:
Mobile facetted browsing LODD applications for supporting clinicians. OM 2011 - [p2]Sascha Seifert, Sonja Zillner, Martin Huber, Michael Sintek, Daniel Sonntag, Alexander Cavallaro:
Medico. Internet der Dienste 2011: 97-111 - 2010
- [b2]Daniel Sonntag:
Ontologies and Adaptivity in Dialogue for Question Answering. Studies on the Semantic Web 4, IOS Press 2010, ISBN 978-1-60750-054-4, pp. 1-410 - [c29]Daniel Sonntag, Malte Kiesel:
Linked Data Integration for Semantic Dialogue and Backend Access. AAAI Spring Symposium: Linked Data Meets Artificial Intelligence 2010 - [c28]Daniel Sonntag, Pinar Wennerberg, Sonja Zillner:
Applications of an Ontology Engineering Methodology. AAAI Spring Symposium: Linked Data Meets Artificial Intelligence 2010 - [c27]Daniel Sonntag, Martin Theobald:
Explanations in Dialogue Systems through Uncertain RDF Knowledge Bases. ExaCt 2010: 49-60 - [c26]Manuel Möller, Patrick Ernst, Andreas Dengel, Daniel Sonntag:
Automatic Spatial Plausibility Checks for Medical Object Recognition Results using a Spatio-anatomical Ontology. KDIR 2010: 5-13 - [c25]Manuel Möller, Daniel Sonntag, Patrick Ernst:
A Spatio-anatomical Medical Ontology and Automatic Plausibility Checks. IC3K 2010: 41-55 - [c24]Manuel Möller, Michael Sintek, Ralf Biedert, Patrick Ernst, Andreas Dengel, Daniel Sonntag:
Representing the International Classification of Diseases Version 10 in OWL. KEOD 2010: 50-59 - [c23]Manuel Möller, Daniel Sonntag, Patrick Ernst:
Modeling the International Classification of Diseases (ICD-10) in OWL. IC3K 2010: 226-240 - [c22]Daniel Sonntag, Norbert Reithinger:
Towards a Process of Building Semantic Multimodal Dialogue Demonstrators. KMIS 2010: 322-331 - [c21]Daniel Sonntag, Manuel Möller:
Prototyping Semantic Dialogue Systems for Radiologists. Intelligent Environments 2010: 84-89 - [c20]Daniel Sonntag, Manuel Möller:
A multimodal dialogue mashup for medical image semantics. IUI 2010: 381-384 - [c19]Daniel Sonntag, Norbert Reithinger, Gerd Herzog, Tilman Becker:
A Discourse and Dialogue Infrastructure for Industrial Dissemination. IWSDS 2010: 132-143 - [c18]Daniel Sonntag, Bogdan Sacaleanu:
Speech Grammars for Textual Entailment Patterns in Multimodal Question Answering. LREC 2010
2000 – 2009
- 2009
- [j1]Daniel Sonntag, Pinar Wennerberg, Paul Buitelaar, Sonja Zillner:
Pillars of Ontology Treatment in the Medical Domain. J. Cases Inf. Technol. 11(4): 47-73 (2009) - [c17]Daniel Sonntag, Manuel Möller:
Unifying Semantic Annotation and Querying in Biomedical Image Repositories - One Solution for Two Problems of Medical Knowledge Engineering. KMIS 2009: 89-94 - [c16]Daniel Sonntag, Matthieu Deru, Simon Bergweiler:
Design and Implementation of Combined Mobile and Touchscreen-based Multimodal Web 3.0 Interfaces. IC-AI 2009: 974-979 - [c15]Daniel Sonntag:
Introspection and Adaptable Model Integration for Dialogue-based Question Answering. IJCAI 2009: 1549-1554 - [c14]Daniel Sonntag:
Intuition as Instinctive Dialogue. Instinctive Computing Workshop 2009: 82-106 - [c13]Daniel Porta, Daniel Sonntag, Robert Neßelrath:
New business to business interaction: shake your iPhone and speak to it. Mobile HCI 2009 - [p1]Daniel Sonntag, Pinar Wennerberg, Paul Buitelaar, Sonja Zillner:
Pillars of Ontology Treatment in the Medical Domain. Cases on Semantic Interoperability for Information Systems Integration 2009: 162-186 - [i2]Daniel Sonntag, Roman R. Zapatrin:
Macrodynamics of users' behavior in Information Retrieval. CoRR abs/0905.2501 (2009) - 2008
- [b1]Daniel Sonntag:
Introspective methods for adaptable dialogue-based question answering. Saarland University, Germany, 2008 - [c12]Renata Queiroz Dividino, Massimo Romanelli, Daniel Sonntag:
Semiotic-based Ontology Evaluation Tool (S-OntoEval). LREC 2008 - [c11]Daniel Sonntag:
Towards Dialogue-based Interactive Semantic Mediation in the Medical Domain. OM 2008 - [i1]Daniel Sonntag:
On Introspection, Metacognitive Control and Augmented Data Mining Live Cycles. CoRR abs/0807.4417 (2008) - 2007
- [c10]Daniel Sonntag, Ralf Engel, Gerd Herzog, Alexander Pfalzgraf, Norbert Pfleger, Massimo Romanelli, Norbert Reithinger:
SmartWeb Handheld - Multimodal Interaction with Ontological Knowledge Bases and Semantic Web Services. Artifical Intelligence for Human Computing 2007: 272-295 - [c9]Daniel Sonntag:
Interaction Design and Implementation for Multimodal Mobile Semantic Web Interfaces. HCI (9) 2007: 645-654 - [c8]Ralf Engel, Daniel Sonntag:
Text Generation in the SmartWeb Multimodal Dialogue System. KI 2007: 448-451 - [c7]Daniel Sonntag, Philipp Heim:
Semantic Graph Visualisation for Mobile Semantic Web Interfaces. KI 2007: 506-509 - [c6]Daniel Sonntag, Philipp Heim:
A Constraint-Based Graph Visualisation Architecture for Mobile Semantic Web Interfaces. SAMT 2007: 158-171 - 2006
- [c5]Daniel Sonntag, Massimo Romanelli:
A Multimodal Result Ontology for Integrated Semantic Web Dialogue Applications. LREC 2006: 511-516 - [c4]Massimo Romanelli, Daniel Sonntag, Norbert Reithinger:
Connecting Foundational Ontologies with MPEG-7 Ontologies for Multimodal QA. SAMT (Posters and Demos) 2006 - 2005
- [c3]Norbert Reithinger, Simon Bergweiler, Ralf Engel, Gerd Herzog, Norbert Pfleger, Massimo Romanelli, Daniel Sonntag:
A look under the hood: design and development of the first SmartWeb system demonstrator. ICMI 2005: 159-166 - [c2]Norbert Reithinger, Daniel Sonntag:
An integration framework for a mobile multimodal dialogue system accessing the semantic web. INTERSPEECH 2005: 841-844 - 2004
- [c1]Daniel Sonntag:
Assessing the Quality of Natural Language Text Data. GI Jahrestagung (1) 2004: 259-263
Coauthor Index
[j30] [c149] [c145] [c139] [c138] [c137] [c136] [i40] [i39] [c132] [c129] [c128] [c127] [c126] [c120] [c118] [c117] [c115] [i22] [j21] [j20] [j19] [j18] [c112] [c110] [c109] [c108] [c104] [j16] [c100] [c97] [c95] [c94] [c92] [i12] [c90] [c89] [c88] [c87] [i10] [i9] [c83] [c82] [c81] [c80] [c79] [i4] [c72] [c71]
Duy M. H. Nguyen
aka: Duy Minh Ho Nguyen
aka: Duy Minh Ho Nguyen
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