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Kasneci, Gjergji
118  results:
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1

Deep Neural Networks and Tabular Data: A Survey:

Borisov, Vadim ; Leemann, Tobias ; Seßler, Kathrin...
IEEE Transactions on Neural Networks and Learning Systems.  35 (2024)  6 - p. 7499-7519 , 2024
Link: https://doi.org/10.1109/..
 
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2

Towards Human-Centered Explainable AI: A Survey of User Stu..:

Rong, Yao ; Leemann, Tobias ; Nguyen, Thai-Trang...
IEEE Transactions on Pattern Analysis and Machine Intelligence.  46 (2024)  4 - p. 2104-2122 , 2024
Link: https://doi.org/10.1109/..
 
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3

Towards Non-adversarial Algorithmic Recourse:

, In: Communications in Computer and Information Science; Explainable Artificial Intelligence,
Leemann, Tobias ; Pawelczyk, Martin ; Prenkaj, Bardh. - p. 395-419 , 2024
Link: https://doi.org/10.1007/..
 
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4

Can You Solve This on the First Try? – Understanding Exerci..:

, In: Lecture Notes in Computer Science; Artificial Intelligence in Education,
Deininger, Hannah ; Lavelle-Hill, Rosa ; Parrisius, Cora... - p. 565-576 , 2023
Link: https://doi.org/10.1007/..
 
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5

Could Human Gaze Augment Detectors of Synthetic Images?:

, In: 2023 24th International Conference on Digital Signal Processing (DSP),
Fotopoulos, Nikolaos ; Riedmiller, Clara ; Bozkir, Efe... - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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6

Lessons learned from the 1st Ariel Machine Learning Challen..:

Nikolaou, Nikolaos ; Waldmann, Ingo P ; Tsiaras, Angelos...
RAS Techniques and Instruments.  2 (2023)  1 - p. 695-709 , 2023
Link: https://doi.org/10.1093/..
 
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7

ChatGPT for good? On opportunities and challenges of large ..:

Kasneci, Enkelejda ; Sessler, Kathrin ; Küchemann, Stefan...
Learning and Individual Differences.  103 (2023)  - p. 102274 , 2023
Link: https://doi.org/10.1016/..
 
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8

Causal Fairness-Guided Dataset Reweighting using Neural Net..:

, In: 2023 IEEE International Conference on Big Data (BigData),
Zhao, Xuan ; Broelemann, Klaus ; Ruggieri, Salvatore. - p. 1386-1394 , 2023
Link: https://doi.org/10.1109/..
 
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9

Counterfactual Explanation for Regression via Disentangleme..:

, In: 2023 IEEE International Conference on Data Mining Workshops (ICDMW),
Zhao, Xuan ; Broelemann, Klaus ; Kasneci, Gjergji - p. 976-984 , 2023
Link: https://doi.org/10.1109/..
 
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10

Regressive Saccadic Eye Movements on Fake News:

, In: 2022 Symposium on Eye Tracking Research and Applications,
Bozkir, Efe ; Kasneci, Gjergji ; Utz, Sonja. - p. 1-7 , 2022
Link: https://dl.acm.org/doi/1..
 
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11

Fairness in Agreement With European Values : An Interdis..:

, In: Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society,
Bringas Colmenarejo, Alejandra ; Nannini, Luca ; Rieger, Alisa... - p. 107-118 , 2022
Link: https://dl.acm.org/doi/1..
 
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12

DeepTLF: robust deep neural networks for heterogeneous tabu..:

Borisov, Vadim ; Broelemann, Klaus ; Kasneci, Enkelejda.
International Journal of Data Science and Analytics.  16 (2022)  1 - p. 85-100 , 2022
Link: https://doi.org/10.1007/..
 
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13

Change Detection for Local Explainability in Evolving Data ..:

, In: Proceedings of the 31st ACM International Conference on Information & Knowledge Management,
Haug, Johannes ; Braun, Alexander ; Zürn, Stefan. - p. 706-716 , 2022
Link: https://dl.acm.org/doi/1..
 
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14

Dynamic Model Tree for Interpretable Data Stream Learning:

, In: 2022 IEEE 38th International Conference on Data Engineering (ICDE),
Haug, Johannes ; Broelemann, Klaus ; Kasneci, Gjergji - p. 2562-2574 , 2022
Link: https://doi.org/10.1109/..
 
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15

Do your eye movements reveal your performance on an IQ test..:

Kasneci, Enkelejda ; Kasneci, Gjergji ; Trautwein, Ulrich...
PLOS ONE.  17 (2022)  3 - p. e0264316 , 2022
Link: https://doi.org/10.1371/..
 
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