Stebėti
Anna Saranti
Pavadinimas
Cituota
Cituota
Metai
Towards multi-modal causability with graph neural networks enabling information fusion for explainable AI
A Holzinger, B Malle, A Saranti, B Pfeifer
Information Fusion 71, 28-37, 2021
2852021
Explainable AI methods-a brief overview
A Holzinger, A Saranti, C Molnar, P Biecek, W Samek
International workshop on extending explainable AI beyond deep models and …, 2022
2162022
Digital transformation in smart farm and forest operations needs human-centered AI: challenges and future directions
A Holzinger, A Saranti, A Angerschmid, CO Retzlaff, A Gronauer, ...
Sensors 22 (8), 3043, 2022
582022
Classification by ordinal sums of conjunctive and disjunctive functions for explainable AI and interpretable machine learning solutions
M Hudec, E Mináriková, R Mesiar, A Saranti, A Holzinger
Knowledge-Based Systems 220, 106916, 2021
492021
GNN-SubNet: disease subnetwork detection with explainable graph neural networks
B Pfeifer, A Saranti, A Holzinger
Bioinformatics 38 (Supplement_2), ii120-ii126, 2022
342022
On using markov chain to evidence the learning structures and difficulty levels of one digit multiplication
B Taraghi, M Ebner, A Saranti, M Schön
Proceedings of the Fourth International Conference on Learning Analytics And …, 2014
272014
Towards a Learning-Aware Application Guided by Hierarchical Classification of Learner Profiles.
B Taraghi, A Saranti, M Ebner, V Mueller, A Grossmann
J. Univers. Comput. Sci. 21 (1), 93-109, 2015
222015
Actionable explainable AI (AxAI): a practical example with aggregation functions for adaptive classification and textual explanations for interpretable machine learning
A Saranti, M Hudec, E Mináriková, Z Takáč, U Großschedl, C Koch, ...
Machine Learning and Knowledge Extraction 4 (4), 924-953, 2022
202022
Explainable AI methods-a brief overview. In xxAI-Beyond Explainable AI: International Workshop, Held in Conjunction with ICML 2020, July 18, 2020, Vienna, Austria, Revised and …
A Holzinger, A Saranti, C Molnar, P Biecek, W Samek
Cham: Springer International Publishing, 2022
182022
Seven features of smart learning analytics-lessons learned from four years of research with learning analytics
M Ebner, B Taraghi, A Saranti, S Schön
eLearning papers 40, 51-55, 2015
182015
A practical tutorial on explainable AI techniques
A Bennetot, I Donadello, AE Qadi, M Dragoni, T Frossard, B Wagner, ...
arXiv preprint arXiv:2111.14260, 2021
172021
Markov chain and classification of difficulty levels enhances the learning path in one digit multiplication
B Taraghi, A Saranti, M Ebner, M Schön
Learning and Collaboration Technologies. Designing and Developing Novel …, 2014
172014
Multi-omics disease module detection with an explainable Greedy Decision Forest
B Pfeifer, H Baniecki, A Saranti, P Biecek, A Holzinger
Scientific reports 12 (1), 16857, 2022
162022
Insights into learning competence through probabilistic graphical models
A Saranti, B Taraghi, M Ebner, A Holzinger
Machine Learning and Knowledge Extraction: Third IFIP TC 5, TC 12, WG 8.4 …, 2019
162019
Generating explanations for conceptual validation of graph neural networks: An investigation of symbolic predicates learned on relevance-ranked sub-graphs
B Finzel, A Saranti, A Angerschmid, D Tafler, B Pfeifer, A Holzinger
KI-Künstliche Intelligenz 36 (3), 271-285, 2022
152022
KANDINSKYPatterns--An experimental exploration environment for Pattern Analysis and Machine Intelligence
A Holzinger, A Saranti, H Mueller
arXiv preprint arXiv:2103.00519, 2021
132021
Podcasting at TU Graz-How to implement podcasting as a didactical method for teaching and learning purposes at a university of technology
W Nagler, A Saranti, M Ebner
EdMedia+ Innovate Learning, 3858-3863, 2008
122008
Property-based testing for parameter learning of probabilistic graphical models
A Saranti, B Taraghi, M Ebner, A Holzinger
Machine Learning and Knowledge Extraction: 4th IFIP TC 5, TC 12, WG 8.4, WG …, 2020
102020
Determining the causing factors of errors for multiplication problems
B Taraghi, M Frey, A Saranti, M Ebner, V Müller, A Großmann
Immersive Education: 4th European Summit, EiED 2014, Vienna, Austria …, 2015
102015
On generating trustworthy counterfactual explanations
J Del Ser, A Barredo-Arrieta, N Díaz-Rodríguez, F Herrera, A Saranti, ...
Information Sciences 655, 119898, 2024
92024
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Straipsniai 1–20