176 entries « 1 of 4 »

2023

Journal Articles

Tabrizchi, Hamed; Razmara, Jafar; Mosavi, Amirhosein

Thermal prediction for energy management of clouds using a hybrid model based on CNN and stacking multi-layer bi-directional LSTM Journal Article

Energy Reports, 9 , pp. 2253-2268, 2023.

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Gholami, Mahsa; Ghanbari-Adivi, Elham; Ehteram, Mohammad; Singh, Vijay P; Ahmed, Ali Najah; Mosavi, Amirhosein; El-Shafie, Ahmed

Predicting longitudinal dispersion coefficient using ensemble models and optimized multi-layer perceptron models Journal Article

Ain Shams Engineering Journal, 10 , pp. 2253-2277, 2023.

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Hai, Tao; Sayed, Biju Theruvil; Majdi, Ali; Zhou, Jincheng; Sagban, Rafid; Band, Shahab S; Mosavi, Amirhosein

An integrated GIS-based multivariate adaptive regression splines-cat swarm optimization for improving the accuracy of wildfire susceptibility mapping Journal Article

Geocarto International, 38 , pp. 1-25, 2023.

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Mirhashemi, Hengameh; Heydari, Mehdi; Karami, Omid; Ahmadi, Kourosh; Mosavi, Amirhosein

Modeling Climate Change Effects on the Distribution of Oak Forests with Machine Learning Journal Article

Forests, 14 , pp. 13220-13233, 2023.

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

Digital ink and differentiated subjective ratings for cognitive load measurement in middle childhood Journal Article

British Journal of Educational Psychology, n/a , pp. 18, 2023.

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Inproceedings

Nguyen, Ho Minh Duy; Nguyen, Hoang; Truong, Mai T N; Cao, Tri; Nguyen, Binh T; Ho, Nhat; Swoboda, Paul; Albarqouni, Shadi; Xie, Pengtao; Sonntag, Daniel

Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering Inproceedings

Proceedings of the thirty-seventh AAAI Conference on Artificial Intelligence, AAAI Press, 2023.

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Barz, Michael; Bhatti, Omair Shahzad; Alam, Hasan Md Tusfiqur; Nguyen, Ho Minh Duy; Sonntag, Daniel

Interactive Fixation-to-AOI Mapping for Mobile Eye Tracking Data Based on Few-Shot Image Classification Inproceedings

Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, pp. 175-178, Association for Computing Machinery, 2023.

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

IMETA: An Interactive Mobile Eye Tracking Annotation Method for Semi-Automatic Fixation-to-AOI Mapping Inproceedings

Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, pp. 33-36, Association for Computing Machinery, 2023.

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Kadir, Md Abdul; Selim, Abdulrahman Mohamed; Barz, Michael; Sonntag, Daniel

A User Interface for Explaining Machine Learning Model Explanations Inproceedings

Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, pp. 59–63, Association for Computing Machinery, Sydney, NSW, Australia, 2023, ISBN: 9798400701078.

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2022

Journal Articles

Rezaei, Mohammad Amin; Fathollahi, Arman; Rezaei, Sajad; Hu, Jiefeng; Gheisarnejad, Meysam; Teimouri, Ali Reza; Rituraj, Rituraj; Mosavi, Amirhosein; Khooban, Mohammad-Hassan

Adaptation of A Real-Time Deep Learning Approach with An Analog Fault Detection Technique for Reliability Forecasting of Capacitor Banks Used in Mobile Vehicles Journal Article

IEEE Access, 10 , pp. 132271-132287, 2022.

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Sandhu, Jasminder Kaur; Lilhore, Umesh Kumar; M, Poongodi; Kaur, Navpreet; Band, Shahab S; Hamdi, Mounir; Iwendi, Celestine; Simaiya, Sarita; Kamruzzaman, M M; Mosavi, Amirhosein

Predicting the Risk of Heart Failure Based on Clinical Data Journal Article

Human-centric Computing and Information Sciences, 12 , pp. 1322-1355, 2022.

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Manshadi, Mahsa; Mousavi, Milad; Soltani, M; Mosavi, Amirhosein; Kovacs, Levente

Deep Learning for Modeling an Offshore Hybrid Wind–Wave Energy System Journal Article

Energies, 15 , pp. 9484-9494, 2022.

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Hartmann, Mareike; Du, Han; Feldhus, Nils; Kruijff-Korbayová, Ivana; Sonntag, Daniel

XAINES: Explaining AI with Narratives Journal Article

KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V., 36 , pp. 287-296, 2022.

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YAN, SHU-RONG; TIAN, MANWEN; ALATTAS, KHALID A; MOHAMADZADEH, ARDASHIR; SABZALIAN, MOHAMMAD; Mosavi, Amirhosein

An Experimental Machine Learning Approach for Mid-Term Energy Demand Forecasting Journal Article

IEEE Access, 10 , pp. 118926-118940, 2022.

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Ott, Torben; Masset, Paul; Gouvea, Thiago; Kepecs, Adam

Apparent sunk cost effect in rational agents Journal Article

Science Advances, 8 , pp. 1-10, 2022.

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

Implicit Estimation of Paragraph Relevance from Eye Movements Journal Article

Frontiers in Computer Science, 3 , pp. 13, 2022.

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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 Journal Article

Medical Image Analysis, 01 , pp. 1-27, 2022.

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Volkmar, Georg; Alexandrovsky, Dmitry; Eilks, Asmus Eike; Queck, Dirk; Herrlich, Marc; Malaka, Rainer

Effects of PCG on Creativity in Playful City-Building Environments in VR Journal Article

Proceedings of the ACM on Human-Computer Interaction, 6 , pp. 1-20, 2022.

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Albert, Iannis; Burkard, Nicole; Queck, Dirk; Herrlich, Marc

The Effect of Auditory-Motor Synchronization in Exergames on the Example of the VR Rhythm Game BeatSaber Journal Article

Proceedings of the ACM on Human-Computer Interaction, 6 , pp. 1-26, 2022.

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Inproceedings

Liang, Siting; Kades, Klaus; Fink, Matthias A; Full, Peter M; Weber, Tim F; Kleesiek, Jens; Strube, Michael; Maier-Hein, Klaus

Fine-tuning BERT Models for Summarizing German Radiology Findings Inproceedings

Naumann, Tristan; Bethard, Steven; Roberts, Kirk; Rumshisky, Anna (Ed.): Proceedings of the 4th Clinical Natural Language Processing Workshop, Association for Computational Linguistics, 2022.

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Liang, Siting; Hartmann, Mareike; Sonntag, Daniel

Cross-lingual German Biomedical Information Extraction: from Zero-shot to Human-in-the-Loop Inproceedings

2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Association for Computational Linguistics, 2022.

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Queck, Dirk; Albert, Iannis; Burkard, Nicole; Zimmer, Philipp; Volkmar, Georg; Dänekas, Bastian; Malaka, Rainer; Herrlich, Marc

SpiderClip: Towards an Open Source System for Wearable Device Simulation in Virtual Reality Inproceedings

CHI EA '22: Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, 2022.

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

Interactive Assessment Tool for Gaze-based Machine Learning Models in Information Retrieval Inproceedings

ACM SIGIR Conference on Human Information Interaction and Retrieval, Association for Computing Machinery, 2022.

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Lauer, Luisa; Javaheri, Hamraz; Altmeyer, Kristin; Malone, Sarah; Grünerbl, Agnes; Barz, Michael; Peschel, Markus; Brünken, Roland; Lukowicz, Paul

Encountering Students' Learning Difficulties in Electrics - Didactical Concept and Prototype of Augmented Reality-Toolkit Inproceedings

Fostering scientific citizenship in an uncertain world - ESERA 2021 e-Proceedings, University of Minho, 2022.

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Nguyen, Ho Minh Duy; Henschel, Roberto; Rosenhahn, Bodo; Sonntag, Daniel; Swoboda, Paul

LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking Inproceedings

Conference on Computer Vision and Pattern Recognition (CVPR) 2022, IEEE/CVF, 2022.

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Gouvea, Thiago; Troshani, Ilira; Herrlich, Marc; Sonntag, Daniel

Annotating sound events through interactive design of interpretable features Inproceedings

Proceedings of the First International Conference on Hybrid Human-Machine Intelligence, IOS Press, 2022.

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Gouvêa, Thiago S; Troshani, Ilira; Herrlich, Marc; Sonntag, Daniel

Interactive design of interpretable features for marine soundscape data annotation Inproceedings

Workshop on Human-centered Design of Symbiotic Hybrid Intelligence, HHAI, 2022.

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Hartmann, Mareike; Sonntag, Daniel

A survey on improving NLP models with human explanations Inproceedings

Proceedings of the First Workshop on Learning with Natural Language Supervision, Association for Computational Linguistics, 2022.

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Graf, Linda; Altmeyer, Maximilian; Emmerich, Katharina; Herrlich, Marc; Krekhov, Andrey; Spiel, Katta

Development and Validation of a German Version of the Player Experience Inventory (PXI) Inproceedings

Proceedings of the Mensch und Computer Conference, ACM, 2022.

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Rekrut, Maurice; Selim, Abdulrahman Mohamed; Krüger, Antonio

Improving Silent Speech BCI Training Procedures through Transfer from Overt to Silent Speech Inproceedings

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, IEEE, 2022.

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Kuznetsov, Konstantin; Barz, Michael; Sonntag, Daniel

SpellInk: Interactive correction of spelling mistakes in handwritten text Inproceedings

Proceedings of the First International Conference on Hybrid Human-Machine Intelligence, pp. 278-280, IOS Press, De Boelelaan 1105, 1081 HV Amsterdam, Netherlands, 2022.

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Céard-Falkenberg, Felix; Kuznetsov, Konstantin; Prange, Alexander; Barz, Michael; Sonntag, Daniel

pEncode: A Tool for Visualizing Pen Signal Encodings in Real-time Inproceedings

Proceedings of the First International Conference on Hybrid Human-Machine Intelligence, pp. 281-284, IOS Press, De Boelelaan 1105, 1081 HV Amsterdam, Netherlands, 2022.

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

Leveraging Implicit Gaze-Based User Feedback for Interactive Machine Learning Inproceedings

Rodermund, Stephanie C; Timm, Ingo J; Malburg, Lukas; Bergmann, Ralph (Ed.): KI 2022: Advances in Artificial Intelligence, pp. 9-16, Springer International Publishing, 2022.

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Miscellaneous

Szeier, Szilvia; Baffy, Benjámin; Baranyi, Gábor; Skaf, Joul; Kopácsi, László; Sonntag, Daniel; Sörös, Gábor; andrincz, András L&#337

3D Semantic Label Transfer and Matching in Human-Robot Collaboration Miscellaneous

2022.

Abstract | Links | BibTeX

Anagnostopoulou, Aliki; Hartmann, Mareike; Sonntag, Daniel

Putting Humans in the Image Captioning Loop Miscellaneous

Bridging Human-Computer Interaction and Natural Language Processing (NAACL 2022), 2022.

Abstract | Links | BibTeX

Hartmann, Mareike; Anagnostopoulou, Aliki; Sonntag, Daniel

Interactive Machine Learning for Image Captioning Miscellaneous

The AAAI-22 Workshop on Interactive Machine Learning, 2022.

Abstract | Links | BibTeX

Technical Reports

Nguyen, Ho Minh Duy; Henschel, Roberto; Rosenhahn, Bodo; Sonntag, Daniel; Swoboda, Paul

LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking Technical Report

DFKI, MPI-INF , 2022.

Abstract | Links | BibTeX

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.

Abstract | Links | BibTeX

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.

Abstract | Links | BibTeX

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.

Abstract | Links | BibTeX

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), pp. 224-257, Association for Computational Linguistics, 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. 3404-3018, Association for Computational Linguistics, 2021.

Abstract | Links | BibTeX

Erlemeyer, Fabian; Rehtanz, Christian; Hermanns, Annegret; Lüers, Bengt; Nebel-Wenner, Marvin; Eilers, Reef Janes

Live Testing of Flexibilities on Distribution Grid Level – Simulation Setup and Lessons Learned Inproceedings

IEEE Electric Power and Energy Conference, IEEE Xplore, IEEE Operations Center 445 Hoes Lane Piscataway, NJ 08854-4141 USA Phone: +1 732 981 0060, 2021.

Abstract | Links | BibTeX

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.

Abstract | Links | BibTeX

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.

Abstract | Links | BibTeX

176 entries « 1 of 4 »