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2020 – today

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2024
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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)
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Abdulrahman Mohamed Selim, Maurice Rekrut, Michael Barz, Daniel Sonntag:
Speech Imagery BCI Training Using Game with a Purpose. AVI 2024: 43:1-43:5
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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
[c36]
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László Kopácsi, Albert Klimenko, Michael Barz, Daniel Sonntag:
Exploring Gaze-Based Menu Navigation in Virtual Environments. SUI 2024: 40:1-40:2
[c35]
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Konstantin Kuznetsov, Sara-Jane Bittner, Abdulrahman Mohamed Selim, Michael Barz, Daniel Sonntag:
FormTwin: A Framework for Pen-based Data Collection. UMAP (Adjunct Publication) 2024
[c34]
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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
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László Kopácsi, Tobias Sebastian Schneider, Chiara Karr, Michael Barz, Daniel Sonntag:
GazeLock: Gaze- and Lock Pattern-Based Authentication. VRST 2024: 94:1-94:2
[i7]
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  - journals/corr/abs-2406-06239
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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)
[i6]
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  - journals/corr/abs-2406-19054
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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)
2023
[c32]
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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
[c31]
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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
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Md Abdul Kadir, Abdulrahman Mohamed Selim, Michael Barz, Daniel Sonntag:
A User Interface for Explaining Machine Learning Model Explanations. IUI Companion 2023: 59-63
[c29]
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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
[c28]
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Christoph Albert Johns, Michael Barz, Daniel Sonntag:
Interactive Link Prediction as a Downstream Task for Foundational GUI Understanding Models. KI 2023: 75-89
2022
[c27]
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  - conf/chiir/ValduncielBBS22
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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
[c26]
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  - conf/hhai/KuznetsovBS22
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Konstantin Kuznetsov, Michael Barz, Daniel Sonntag:
SpellInk: Interactive Correction of Spelling Mistakes in Handwritten Text. HHAI 2022: 278-280
[c25]
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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
[c24]
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Omair Shahzad Bhatti, Michael Barz, Daniel Sonntag:
Leveraging Implicit Gaze-Based User Feedback for Interactive Machine Learning. KI 2022: 9-16
[i5]
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  - journals/corr/abs-2212-14615
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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
[j5]
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Michael Barz, Omair Shahzad Bhatti, Daniel Sonntag:
Implicit Estimation of Paragraph Relevance From Eye Movements. Frontiers Comput. Sci. 3: 808507 (2021)
[j4]
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  - journals/sensors/KappBMSK21
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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)
[j3]
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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)
[j2]
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  - journals/sensors/LauerAMBBSP21
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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)
[c23]
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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
[c22]
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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
[c21]
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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
[c20]
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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
[c19]
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Rajarshi Biswas, Michael Barz, Mareike Hartmann, Daniel Sonntag:
Improving German Image Captions Using Machine Translation and Transfer Learning. SLSP 2021: 3-14
2020
[j1]
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  - journals/ki/BiswasBS20
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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)
[c18]
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Michael Barz, Sven Stauden, Daniel Sonntag:
Visual Search Target Inference in Natural Interaction Settings with Machine Learning. ETRA 2020: 1:1-1:8
[c17]
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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

2010 – 2019

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2019
[c16]
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Michael Barz, Daniel Sonntag:
Incremental Improvement of a Question Answering System by Re-ranking Answer Candidates Using Machine Learning. IWSDS 2019: 367-379
[c15]
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Rajarshi Biswas, Aditya Mogadala, Michael Barz, Daniel Sonntag, Dietrich Klakow:
Automatic Judgement of Neural Network-Generated Image Captions. SLSP 2019: 261-272
[c14]
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  - conf/wanlp/KalimuthuBS19
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Marimuthu Kalimuthu, Michael Barz, Daniel Sonntag:
Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings. WANLP@ACL 2019 2019: 1-10
[i4]
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  - journals/corr/abs-1908-10149
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Michael Barz, Daniel Sonntag:
Incremental Improvement of a Question Answering System by Re-ranking Answer Candidates using Machine Learning. CoRR abs/1908.10149 (2019)
2018
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Michael Barz, Florian Daiber, Daniel Sonntag, Andreas Bulling:
Error-aware gaze-based interfaces for robust mobile gaze interaction. ETRA 2018: 24:1-24:10
[c12]
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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
[c11]
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Alexander Prange, Michael Barz, Daniel Sonntag:
Medical 3D Images in Multimodal Virtual Reality. IUI Companion 2018: 19:1-19:2
[c10]
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Sven Stauden, Michael Barz, Daniel Sonntag:
Visual Search Target Inference Using Bag of Deep Visual Words. KI 2018: 297-304
[i3]
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  - journals/corr/abs-1803-04818
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Jan Zacharias, Michael Barz, Daniel Sonntag:
A Survey on Deep Learning Toolkits and Libraries for Intelligent User Interfaces. CoRR abs/1803.04818 (2018)
[i2]
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  - journals/corr/abs-1810-03970
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Alexander Prange, Michael Barz, Daniel Sonntag:
A categorisation and implementation of digital pen features for behaviour characterisation. CoRR abs/1810.03970 (2018)
2017
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Michael Barz, Peter Poller, Martin Schneider, Sonja Zillner, Daniel Sonntag:
Human-in-the-Loop Control Processes in Gas Turbine Maintenance. HoloMAS 2017: 255-268
[c8]
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Michael Barz, Peter Poller, Daniel Sonntag:
Evaluating Remote and Head-worn Eye Trackers in Multi-modal Speech-based HRI (Demo). HRI (Companion) 2017: 39
[c7]
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Michael Barz, Peter Poller, Daniel Sonntag:
Evaluating Remote and Head-worn Eye Trackers in Multi-modal Speech-based HRI. HRI (Companion) 2017: 79-80
[c6]
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Alexander Prange, Michael Barz, Daniel Sonntag:
Speech-based Medical Decision Support in VR using a Deep Neural Network (Demonstration). IJCAI 2017: 5241-5242
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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
[i1]
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  - journals/corr/abs-1709-01476
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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)
2016
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Pascal Lessel, Maximilian Altmeyer, Frederic Kerber, Michael Barz, Cornelius Leidinger, Antonio Krüger:
WaterCoaster: A Device to Encourage People in a Playful Fashion to Reach Their Daily Water Intake Level. CHI Extended Abstracts 2016: 1813-1820
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Michael Barz, Florian Daiber, Andreas Bulling:
Prediction of gaze estimation error for error-aware gaze-based interfaces. ETRA 2016: 275-278
[c2]
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  - conf/huc/BarzMWS16
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Michael Barz, Mohammad Mehdi Moniri, Markus Weber, Daniel Sonntag:
Multimodal multisensor activity annotation tool. UbiComp Adjunct 2016: 17-20
[c1]
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Michael Barz, Daniel Sonntag:
Gaze-guided object classification using deep neural networks for attention-based computing. UbiComp Adjunct 2016: 253-256

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