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Saranti, Anna
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1

Reviewing the essential roles of remote phenotyping, GWAS a..:

Chang-Brahim, Ignacio ; Koppensteiner, Lukas J. ; Beltrame, Lorenzo...
Frontiers in Plant Science.  15 (2024)  - p. , 2024
Link: https://doi.org/10.3389/..
 
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2

CLARUS: An interactive explainable AI platform for manual c..:

Metsch, Jacqueline Michelle ; Saranti, Anna ; Angerschmid, Alessa...
Journal of Biomedical Informatics.  150 (2024)  - p. 104600 , 2024
Link: https://doi.org/10.1016/..
 
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3

On generating trustworthy counterfactual explanations:

Del Ser, Javier ; Barredo-Arrieta, Alejandro ; Díaz-Rodríguez, Natalia...
Information Sciences.  655 (2024)  - p. 119898 , 2024
Link: https://doi.org/10.1016/..
 
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4

Post-hoc vs ante-hoc explanations: xAI design guidelines fo..:

Retzlaff, Carl O. ; Angerschmid, Alessa ; Saranti, Anna...
Cognitive Systems Research.  86 (2024)  - p. 101243 , 2024
Link: https://doi.org/10.1016/..
 
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5

Explainable Artificial Intelligence to Support Work Safety ..:

Hoenigsberger, Ferdinand ; Saranti, Anna ; Jalali, Anahid..
Applied Sciences.  14 (2024)  9 - p. 3911 , 2024
Link: https://doi.org/10.3390/..
 
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6

Toward human-level concept learning: Pattern benchmarking f..:

Holzinger, Andreas ; Saranti, Anna ; Angerschmid, Alessa...
Patterns.  4 (2023)  8 - p. 100788 , 2023
Link: https://doi.org/10.1016/..
 
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7

Ensemble-GNN: federated ensemble learning with graph neural..:

Pfeifer, Bastian ; Chereda, Hryhorii ; Martin, Roman...
Bioinformatics.  39 (2023)  11 - p. , 2023
Link: https://doi.org/10.1093/..
 
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8

Efficient Approximation of Asymmetric Shapley Values Using ..:

, In: Lecture Notes in Computer Science; Machine Learning and Knowledge Extraction,
Gevaert, Arne ; Saranti, Anna ; Holzinger, Andreas. - p. 13-30 , 2023
Link: https://doi.org/10.1007/..
 
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9

Human-in-the-Loop Integration with Domain-Knowledge Graphs ..:

, In: Lecture Notes in Computer Science; Machine Learning and Knowledge Extraction,
Holzinger, Andreas ; Saranti, Anna ; Hauschild, Anne-Christin... - p. 45-64 , 2023
Link: https://doi.org/10.1007/..
 
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10

Machine Learning and Knowledge Extraction to Support Work S..:

, In: Lecture Notes in Computer Science; Machine Learning and Knowledge Extraction,
Hoenigsberger, Ferdinand ; Saranti, Anna ; Angerschmid, Alessa... - p. 362-375 , 2022
Link: https://doi.org/10.1007/..
 
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11

Actionable Explainable AI (AxAI): A Practical Example with ..:

Saranti, Anna ; Hudec, Miroslav ; Mináriková, Erika...
Machine Learning and Knowledge Extraction.  4 (2022)  4 - p. 924-953 , 2022
Link: https://doi.org/10.3390/..
 
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12

Explainable AI Methods - A Brief Overview:

, In: xxAI - Beyond Explainable AI; Lecture Notes in Computer Science,
Holzinger, Andreas ; Saranti, Anna ; Molnar, Christoph.. - p. 13-38 , 2022
Link: https://doi.org/10.1007/..
 
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13

Digital Transformation in Smart Farm and Forest Operations ..:

Holzinger, Andreas ; Saranti, Anna ; Angerschmid, Alessa...
Sensors.  22 (2022)  8 - p. 3043 , 2022
Link: https://doi.org/10.3390/..
 
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14

Generating Explanations for Conceptual Validation of Graph ..:

Finzel, Bettina ; Saranti, Anna ; Angerschmid, Alessa...
KI - Künstliche Intelligenz.  36 (2022)  3-4 - p. 271-285 , 2022
Link: https://doi.org/10.1007/..
 
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15

Correction: Generating Explanations for Conceptual Validati..:

Finzel, Bettina ; Saranti, Anna ; Angerschmid, Alessa...
KI - Künstliche Intelligenz.  , 2022
Link: https://doi.org/10.1007/..
 
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