Enkelejda Kasneci

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 195

Top Venues

CoRR

ETRA

ETRA Short Papers

Proc. ACM Hum. Comput. Interact.

Publications

Arne Bewersdorff, Christian Hartmann, Marie Hornberger, Kathrin Seßler, Maria Bannert, Enkelejda Kasneci, Gjergji Kasneci, Xiaoming Zhai, Claudia Nerdel
Taking the Next Step with Generative Artificial Intelligence: The Transformative Role of Multimodal Large Language Models in Science Education. CoRR (2024)
Anna Bodonhelyi, Efe Bozkir, Shuo Yang, Enkelejda Kasneci, Gjergji Kasneci
User Intent Recognition and Satisfaction with Large Language Models: A User Study with ChatGPT. CoRR (2024)
Efe Bozkir, Süleyman Özdel, Ka Hei Carrie Lau, Mengdi Wang, Hong Gao, Enkelejda Kasneci
Embedding Large Language Models into Extended Reality: Opportunities and Challenges for Inclusion, Engagement, and Privacy. CoRR (2024)
Mengdi Wang, Anna Bodonhelyi, Efe Bozkir, Enkelejda Kasneci
TurboSVM-FL: Boosting Federated Learning through SVM Aggregation for Lazy Clients. CoRR (2024)
Philipp Hallgarten, David Bethge, Ozan Özdenizci, Tobias Grosse-Puppendahl, Enkelejda Kasneci
TS-MoCo: Time-Series Momentum Contrast for Self-Supervised Physiological Representation Learning. EUSIPCO (2023)
Ömer Sümer, Patricia Goldberg, Sidney D'Mello, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci
Multimodal Engagement Analysis From Facial Videos in the Classroom. IEEE Trans. Affect. Comput. 14 (2) (2023)
Arne Bewersdorff, Kathrin Seßler, Armin Baur, Enkelejda Kasneci, Claudia Nerdel
Assessing Student Errors in Experimentation Using Artificial Intelligence and Large Language Models: A Comparative Study with Human Raters. CoRR (2023)
Sean Anthony Byrne, Virmarie Maquiling, Adam Peter Frederick Reynolds, Luca Polonio, Nora Castner, Enkelejda Kasneci
Exploring the Effects of Scanpath Feature Engineering for Supervised Image Classification Models. Proc. ACM Hum. Comput. Interact. 7 (ETRA) (2023)
Chen Xin, Thomas Motz, Wolfgang Fuhl, Andreas Hartel, Enkelejda Kasneci
Deep learning-based position detection for hydraulic cylinders using scattering parameters. Expert Syst. Appl. 232 (2023)
Virmarie Maquiling, Sean Anthony Byrne, Diederick C. Niehorster, Marcus Nyström, Enkelejda Kasneci
Zero-Shot Segmentation of Eye Features Using the Segment Anything Model (SAM). CoRR (2023)
Hong Gao, Efe Bozkir, Philipp Stark, Patricia Goldberg, Gerrit Meixner, Enkelejda Kasneci, Richard Göllner
Detecting Teacher Expertise in an Immersive VR Classroom: Leveraging Fused Sensor Data with Explainable Machine Learning Models. ISMAR (2023)
Nikolaos Fotopoulos, Clara Riedmiller, Efe Bozkir, Panagiotis Tsinganos, Dimitris Ampeliotis, Gjergji Kasneci, Enkelejda Kasneci, Athanassios Skodras
Could Human Gaze Augment Detectors of Synthetic Images? DSP (2023)
Hong Gao, Lisa Hasenbein, Efe Bozkir, Richard Göllner, Enkelejda Kasneci
Exploring Gender Differences in Computational Thinking Learning in a VR Classroom: Developing Machine Learning Models Using Eye-Tracking Data and Explaining the Models. Int. J. Artif. Intell. Educ. 33 (4) (2023)
Wolfgang Fuhl, Björn Severitt, Nora Castner, Babette Bühler, Johannes Meyer, Daniel Weber, Regine Lendway, Ruikun Hou, Enkelejda Kasneci
Watch out for those bananas! Gaze Based Mario Kart Performance Classification. ETRA (2023)
Tobias Appel, Peter Gerjets, Stefan Hoffmann, Korbinian Moeller, Manuel Ninaus, Christian Scharinger, Natalia Sevcenko, Franz Wortha, Enkelejda Kasneci
Cross-Task and Cross-Participant Classification of Cognitive Load in an Emergency Simulation Game. IEEE Trans. Affect. Comput. 14 (2) (2023)
Yao Rong, Guanchu Wang, Qizhang Feng, Ninghao Liu, Zirui Liu, Enkelejda Kasneci, Xia Hu
Efficient GNN Explanation via Learning Removal-based Attribution. CoRR (2023)
Daniel Weber, Valentin Bolz, Andreas Zell, Enkelejda Kasneci
Leveraging Saliency-Aware Gaze Heatmaps for Multiperspective Teaching of Unknown Objects. IROS (2023)
Vadim Borisov, Klaus Broelemann, Enkelejda Kasneci, Gjergji Kasneci
DeepTLF: robust deep neural networks for heterogeneous tabular data. Int. J. Data Sci. Anal. 16 (1) (2023)
Kathrin Seßler, Tao Xiang, Lukas Bogenrieder, Enkelejda Kasneci
PEER: Empowering Writing with Large Language Models. EC-TEL (2023)
Michael Kirchhof, Bálint Mucsányi, Seong Joon Oh, Enkelejda Kasneci
URL: A Representation Learning Benchmark for Transferable Uncertainty Estimates. NeurIPS (2023)
Virmarie Maquiling, Sean Anthony Byrne, Marcus Nyström, Enkelejda Kasneci, Diederick C. Niehorster
V-ir-Net: A Novel Neural Network for Pupil and Corneal Reflection Detection trained on Simulated Light Distributions. MobileHCI (Companion) (2023)
Sean Anthony Byrne, Nora Castner, Ard Kastrati, Martyna Beata Plomecka, William Schaefer, Enkelejda Kasneci, Zoya Bylinskii
Leveraging Eye Tracking in Digital Classrooms: A Step Towards Multimodal Model for Learning Assistance. ETRA (2023)
Babette Bühler, Ruikun Hou, Efe Bozkir, Patricia Goldberg, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci
Automated Hand-Raising Detection in Classroom Videos: A View-Invariant and Occlusion-Robust Machine Learning Approach. AIED (2023)
Philipp Hallgarten, David Bethge, Ozan Özdenizci, Tobias Grosse-Puppendahl, Enkelejda Kasneci
TS-MoCo: Time-Series Momentum Contrast for Self-Supervised Physiological Representation Learning. CoRR (2023)
Yao Rong, Xiangyu Wei, Tianwei Lin, Yueyu Wang, Enkelejda Kasneci
DynStatF: An Efficient Feature Fusion Strategy for LiDAR 3D Object Detection. CVPR Workshops (2023)
Sean Anthony Byrne, Virmarie Maquiling, Marcus Nyström, Enkelejda Kasneci, Diederick C. Niehorster
LEyes: A Lightweight Framework for Deep Learning-Based Eye Tracking using Synthetic Eye Images. CoRR (2023)
Yao Rong, Xiangyu Wei, Tianwei Lin, Yueyu Wang, Enkelejda Kasneci
DynStatF: An Efficient Feature Fusion Strategy for LiDAR 3D Object Detection. CoRR (2023)
Michael Kirchhof, Bálint Mucsányi, Seong Joon Oh, Enkelejda Kasneci
URL: A Representation Learning Benchmark for Transferable Uncertainty Estimates. CoRR (2023)
Philipp Stark, Tobias Appel, Milo J. Olbrich, Enkelejda Kasneci
Pupil Diameter during Counting Tasks as Potential Baseline for Virtual Reality Experiments. ETRA (2023)
Daniel Weber, Wolfgang Fuhl, Enkelejda Kasneci, Andreas Zell
Multiperspective Teaching of Unknown Objects via Shared-gaze-based Multimodal Human-Robot Interaction. CoRR (2023)
Tobias Leemann, Michael Kirchhof, Yao Rong, Enkelejda Kasneci, Gjergji Kasneci
When are post-hoc conceptual explanations identifiable? UAI (2023)
Patrizia Lenhart, Enkeleda Thaqi, Nora Castner, Enkelejda Kasneci
Old or Modern? A Computational Model for Classifying Poem Comprehension using Microsaccades. ETRA (2023)
Michael Kirchhof, Enkelejda Kasneci, Seong Joon Oh
Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous Inputs. CoRR (2023)
Yao Rong, Peizhu Qian, Vaibhav V. Unhelkar, Enkelejda Kasneci
I-CEE: Tailoring Explanations of Image Classification Models to User Expertise. CoRR (2023)
Michael Kirchhof, Enkelejda Kasneci, Seong Joon Oh
Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous Inputs. ICML (2023)
Daniel Weber, Wolfgang Fuhl, Enkelejda Kasneci, Andreas Zell
Multiperspective Teaching of Unknown Objects via Shared-gaze-based Multimodal Human-Robot Interaction. HRI (2023)
Efe Bozkir, Süleyman Özdel, Mengdi Wang, Brendan David-John, Hong Gao, Kevin R. B. Butler, Eakta Jain, Enkelejda Kasneci
Eye-tracked Virtual Reality: A Comprehensive Survey on Methods and Privacy Challenges. CoRR (2023)
Matej Lang, Clemens Strobel, Felix Weckesser, Danielle Langlois, Enkelejda Kasneci, Barbora Kozlíková, Michael Krone
A multimodal smartwatch-based interaction concept for immersive environments. Comput. Graph. 117 (2023)
Sean Anthony Byrne, Marcus Nyström, Virmarie Maquiling, Enkelejda Kasneci, Diederick C. Niehorster
Precise localization of corneal reflections in eye images using deep learning trained on synthetic data. CoRR (2023)
Yao Rong, Naemi-Rebecca Kassautzki, Wolfgang Fuhl, Enkelejda Kasneci
Where and What: Driver Attention-based Object Detection. CoRR (2022)
Tobias Leemann, Michael Kirchhof, Yao Rong, Enkelejda Kasneci, Gjergji Kasneci
Disentangling Embedding Spaces with Minimal Distributional Assumptions. CoRR (2022)
Wolfgang Fuhl, Daniel Weber, Enkelejda Kasneci
Pistol: Pupil Invisible Supportive Tool to extract Pupil, Iris, Eye Opening, Eye Movements, Pupil and Iris Gaze Vector, and 2D as well as 3D Gaze. CoRR (2022)
Yao Rong, Chao Han, Christian Hellert, Antje Loyal, Enkelejda Kasneci
Artificial Intelligence Methods in In-Cabin Use Cases: A Survey. IEEE Intell. Transp. Syst. Mag. 14 (3) (2022)
Nora Castner, Jonas Frankemölle, Constanze Keutel, Fabian Hüttig, Enkelejda Kasneci
LSTMs can distinguish dental expert saccade behavior with high "plaque-urracy". ETRA (2022)
Yao Rong, Nora Castner, Efe Bozkir, Enkelejda Kasneci
User Trust on an Explainable AI-based Medical Diagnosis Support System. CoRR (2022)
Yao Rong, Tobias Leemann, Vadim Borisov, Gjergji Kasneci, Enkelejda Kasneci
Evaluating Feature Attribution: An Information-Theoretic Perspective. CoRR (2022)
Tobias Appel, Lisa Bardach, Enkelejda Kasneci
Predicting Decision-Making during an Intelligence Test via Semantic Scanpath Comparisons. ETRA (2022)
Michael Kirchhof, Karsten Roth, Zeynep Akata, Enkelejda Kasneci
A Non-isotropic Probabilistic Take on Proxy-based Deep Metric Learning. ECCV (26) (2022)
Jan Bickerdt, Christian Gollnick, Jan Sonnenberg, Enkelejda Kasneci
Creating Geopositioned 3D Areas of Interest from Fleet Gaze Data. HCI (34) (2022)
Efe Bozkir, Gjergji Kasneci, Sonja Utz, Enkelejda Kasneci
Regressive Saccadic Eye Movements on Fake News. ETRA (2022)
Hong Gao, Enkelejda Kasneci
Eye-Tracking-Based Prediction of User Experience in VR Locomotion Using Machine Learning. Comput. Graph. Forum 41 (7) (2022)
Johannes Meyer, Thomas Schlebusch, Enkelejda Kasneci
A Highly Integrated Ambient Light Robust Eye-Tracking Sensor for Retinal Projection AR Glasses Based on Laser Feedback Interferometry. Proc. ACM Hum. Comput. Interact. 6 (ETRA) (2022)
Daniel Weber, Wolfgang Fuhl, Andreas Zell, Enkelejda Kasneci
Gaze-based Object Detection in the Wild. CoRR (2022)
Yao Rong, Tobias Leemann, Thai-trang Nguyen, Lisa Fiedler, Tina Seidel, Gjergji Kasneci, Enkelejda Kasneci
Towards Human-centered Explainable AI: User Studies for Model Explanations. CoRR (2022)
Yao Rong, Naemi-Rebecca Kassautzki, Wolfgang Fuhl, Enkelejda Kasneci
Where and What: Driver Attention-based Object Detection. Proc. ACM Hum. Comput. Interact. 6 (ETRA) (2022)
Annika Thierfelder, Jonas Primbs, Björn Severitt, Carolin S. Hohnecker, Jan Kühnhausen, Annika K. Alt, Anja Pascher, Ursula Wörz, Helene Passon, Jens Seemann, Christian Ernst, Heinrich Lautenbacher, Martin Holderried, Enkelejda Kasneci, Martin A. Giese, Andreas Bulling, Michael Menth, Gottfried M. Barth, Winfried Ilg, Karsten Hollmann, Tobias J. Renner
Multimodal Sensor-Based Identification of Stress and Compulsive Actions in Children with Obsessive-Compulsive Disorder for Telemedical Treatment. EMBC (2022)
Daniel Weber, Wolfgang Fuhl, Andreas Zell, Enkelejda Kasneci
Gaze-based Object Detection in the Wild. IRC (2022)
Hong Gao, Lasse Frommelt, Enkelejda Kasneci
The Evaluation of Gait-Free Locomotion Methods with Eye Movement in Virtual Reality. ISMAR Adjunct (2022)
Nora Castner, Bela Umlauf, Ard Kastrati, Martyna Beata Plomecka, William Schaefer, Enkelejda Kasneci, Zoya Bylinskii
A gaze-based study design to explore how competency evolves during a photo manipulation task. ETRA (2022)
Michael Kirchhof, Karsten Roth, Zeynep Akata, Enkelejda Kasneci
A Non-isotropic Probabilistic Take on Proxy-based Deep Metric Learning. CoRR (2022)
Yao Rong, Tobias Leemann, Vadim Borisov, Gjergji Kasneci, Enkelejda Kasneci
A Consistent and Efficient Evaluation Strategy for Attribution Methods. ICML (2022)
Wolfgang Fuhl, Enkelejda Kasneci
HPCGen: Hierarchical K-Means Clustering and Level Based Principal Components for Scan Path Genaration. ETRA (2022)
Johannes Meyer, Adrian Frank, Thomas Schlebusch, Enkelejda Kasneci
U-HAR: A Convolutional Approach to Human Activity Recognition Combining Head and Eye Movements for Context-Aware Smart Glasses. Proc. ACM Hum. Comput. Interact. 6 (ETRA) (2022)
Iliana Loi, Angeliki Grammatikaki, Panagiotis Tsinganos, Efe Bozkir, Dimitris Ampeliotis, Konstantinos Moustakas, Enkelejda Kasneci, Athanassios Skodras
Proportional Myoelectric Control in a Virtual Reality Environment. IVMSP (2022)
Hong Gao, Lisa Hasenbein, Efe Bozkir, Richard Göllner, Enkelejda Kasneci
Evaluating the Effects of Virtual Human Animation on Students in an Immersive VR Classroom Using Eye Movements. VRST (2022)
Hans Gellersen, Enkelejda Kasneci, Krzysztof Krejtz, Daniel Weiskopf
PACMHCI V6, ETRA, May 2022 Editorial. Proc. ACM Hum. Comput. Interact. 6 (ETRA) (2022)
Johannes Meyer, Tobias Wilm, Reinhold Fiess, Thomas Schlebusch, Wilhelm Stork, Enkelejda Kasneci
A Holographic Single-Pixel Stereo Camera Sensor for Calibration-free Eye-Tracking in Retinal Projection Augmented Reality Glasses. ETRA (2022)
Daniel Weber, Enkelejda Kasneci, Andreas Zell
Exploiting Augmented Reality for Extrinsic Robot Calibration and Eye-based Human-Robot Collaboration. HRI (2022)
Mohamed Hedi Baccour, Frauke Driewer, Tim Schäck, Enkelejda Kasneci
Comparative Analysis of Vehicle-Based and Driver-Based Features for Driver Drowsiness Monitoring by Support Vector Machines. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Wolfgang Fuhl, Enkelejda Kasneci
Weight and Gradient Centralization in Deep Neural Networks. ICANN (4) (2021)
Yao Rong, Wenjia Xu, Zeynep Akata, Enkelejda Kasneci
Human Attention in Fine-grained Classification. CoRR (2021)
Benedikt Hosp, Myat Su Yin, Peter Haddawy, Paphon Sa-Ngasoongsong, Enkelejda Kasneci
Differentiating Surgeon Expertise Solely by Eye Movement Features. CoRR (2021)
Wolfgang Fuhl, Gjergji Kasneci, Enkelejda Kasneci
TEyeD: Over 20 Million Real-World Eye Images with Pupil, Eyelid, and Iris 2D and 3D Segmentations, 2D and 3D Landmarks, 3D Eyeball, Gaze Vector, and Eye Movement Types. ISMAR (2021)
Wolfgang Fuhl, Gjergji Kasneci, Enkelejda Kasneci
TEyeD: Over 20 million real-world eye images with Pupil, Eyelid, and Iris 2D and 3D Segmentations, 2D and 3D Landmarks, 3D Eyeball, Gaze Vector, and Eye Movement Types. CoRR (2021)
Yao Rong, Wenjia Xu, Zeynep Akata, Enkelejda Kasneci
Human Attention in Fine-grained Classification. BMVC (2021)
Benedikt Hosp, Myat Su Yin, Peter Haddawy, Ratthapoom Watcharporas, Paphon Sa-Ngasoonsong, Enkelejda Kasneci
States of confusion: Eye and Head tracking reveal surgeons' confusion during arthroscopic surgery. CoRR (2021)
Ömer Sümer, Cigdem Beyan, Fabian Ruth, Olaf Kramer, Ulrich Trautwein, Enkelejda Kasneci
Estimating Presentation Competence using Multimodal Nonverbal Behavioral Cues. CoRR (2021)
Wolfgang Fuhl, Enkelejda Kasneci
Rotated Ring, Radial and Depth Wise Separable Radial Convolutions. IJCNN (2021)
Wolfgang Fuhl, Enkelejda Kasneci
A Multimodal Eye Movement Dataset and a Multimodal Eye Movement Segmentation Analysis. CoRR (2021)
Wolfgang Fuhl, Johannes Schneider, Enkelejda Kasneci
1000 Pupil Segmentations in a Second using Haar Like Features and Statistical Learning. ICCVW (2021)
Wolfgang Fuhl, Nikolai Sanamrad, Enkelejda Kasneci
The Gaze and Mouse Signal as additional Source for User Fingerprints in Browser Applications. CoRR (2021)
Johannes Meyer, Thomas Schlebusch, Hans Spruit, Jochen Hellmig, Enkelejda Kasneci
A Novel Gaze Gesture Sensor for Smart Glasses Based on Laser Self-Mixing. CHI Extended Abstracts (2021)
Efe Bozkir, Philipp Stark, Hong Gao, Lisa Hasenbein, Jens-Uwe Hahn, Enkelejda Kasneci, Richard Göllner
Exploiting Object-of-Interest Information to Understand Attention in VR Classrooms. VR (2021)
Benedikt Hosp, Myat Su Yin, Peter Haddawy, Ratthaphum Watcharopas, Paphon Sa-Ngasoongsong, Enkelejda Kasneci
States of Confusion: Eye and Head Tracking Reveal Surgeons' Confusion during Arthroscopic Surgery. ICMI (2021)
Wolfgang Fuhl, Efe Bozkir, Enkelejda Kasneci
Reinforcement Learning for the Privacy Preservation and Manipulation of Eye Tracking Data. ICANN (4) (2021)
Yao Rong, Chao Han, Christian Hellert, Antje Loyal, Enkelejda Kasneci
Artificial Intelligence Methods in In-Cabin Use Cases: A Survey. CoRR (2021)
Hong Gao, Efe Bozkir, Lisa Hasenbein, Jens-Uwe Hahn, Richard Göllner, Enkelejda Kasneci
Digital Transformations of Classrooms in Virtual Reality. CHI (2021)
Hong Gao, Efe Bozkir, Lisa Hasenbein, Jens-Uwe Hahn, Richard Göllner, Enkelejda Kasneci
Digital Transformations of Classrooms in Virtual Reality. CoRR (2021)
Ömer Sümer, Patricia Goldberg, Sidney D'Mello, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci
Multimodal Engagement Analysis from Facial Videos in the Classroom. CoRR (2021)
David Geisler, Andrew T. Duchowski, Enkelejda Kasneci
Predicting visual perceivability of scene objects through spatio-temporal modeling of retinal receptive fields. Neurocomputing 453 (2021)
Johannes Meyer, Adrian Frank, Thomas Schlebusch, Enkelejda Kasneci
A CNN-based Human Activity Recognition System Combining a Laser Feedback Interferometry Eye Movement Sensor and an IMU for Context-aware Smart Glasses. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (4) (2021)
Jan Bickerdt, Jan Sonnenberg, Christian Gollnick, Enkelejda Kasneci
Geopositioned 3D Areas of Interest for Gaze Analysis. AutomotiveUI (2021)
Wolfgang Fuhl, Enkelejda Kasneci
A Multimodal Eye Movement Dataset and a Multimodal Eye Movement Segmentation Analysis. ETRA Short Papers (2021)
Thomas C. Kübler, Wolfgang Fuhl, Elena Wagner, Enkelejda Kasneci
55 Rides: attention annotated head and gaze data during naturalistic driving. ETRA Short Papers (2021)
Benedikt Hosp, Myat Su Yin, Peter Haddawy, Ratthapoom Watcharporas, Paphon Sa-Ngasoongsong, Enkelejda Kasneci
Differentiating Surgeons' Expertise solely by Eye Movement Features. ICMI Companion (2021)
Wolfgang Fuhl, Yao Rong, Thomas Motz, Michael Scheidt, Andreas Hartel, Andreas Koch, Enkelejda Kasneci
Explainable Online Validation of Machine Learning Models for Practical Applications. ICPR (2020)
Nora Castner, Thomas C. Kübler, Katharina Scheiter, Juliane Richter, Thérése Eder, Fabian Hüttig, Constanze Keutel, Enkelejda Kasneci
Deep semantic gaze embedding and scanpath comparison for expertise classification during OPT viewing. ETRA (2020)
David Geisler, Daniel Weber, Nora Castner, Enkelejda Kasneci
Exploiting the GBVS for Saliency aware Gaze Heatmaps. ETRA Short Papers (2020)
Efe Bozkir, Ali Burak Ünal, Mete Akgün, Enkelejda Kasneci, Nico Pfeifer
Privacy Preserving Gaze Estimation using Synthetic Images via a Randomized Encoding Based Framework. ETRA Short Papers (2020)
Nora Castner, Lea Geßler, David Geisler, Fabian Hüttig, Enkelejda Kasneci
Towards expert gaze modeling and recognition of a user's attention in realtime. KES (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Enkelejda Kasneci