Holzinger A - Search Results

1

Learning vs. understanding: When does artificial intelligence outperform process-based modeling in soil organic carbon prediction?

Bernardini LG, Rosinger C, Bodner G, Keiblinger KM, Izquierdo-Verdiguier E, Spiegel H, Retzlaff CO, Holzinger A. Bernardini LG, et al. Among authors: holzinger a. N Biotechnol. 2024 Jul 25;81:20-31. doi: 10.1016/j.nbt.2024.03.001. Epub 2024 Mar 8. N Biotechnol. 2024. PMID: 38462171 Free article.

2

AI for life: Trends in artificial intelligence for biotechnology.

Holzinger A, Keiblinger K, Holub P, Zatloukal K, Müller H. Holzinger A, et al. N Biotechnol. 2023 May 25;74:16-24. doi: 10.1016/j.nbt.2023.02.001. Epub 2023 Feb 6. N Biotechnol. 2023. PMID: 36754147 Free article.

3

Reviewing the essential roles of remote phenotyping, GWAS and explainable AI in practical marker-assisted selection for drought-tolerant winter wheat breeding.

Chang-Brahim I, Koppensteiner LJ, Beltrame L, Bodner G, Saranti A, Salzinger J, Fanta-Jende P, Sulzbachner C, Bruckmüller F, Trognitz F, Samad-Zamini M, Zechner E, Holzinger A, Molin EM. Chang-Brahim I, et al. Among authors: holzinger a. Front Plant Sci. 2024 Apr 18;15:1319938. doi: 10.3389/fpls.2024.1319938. eCollection 2024. Front Plant Sci. 2024. PMID: 38699541 Free PMC article. Review.

4

Simulating cable corridors based on terrestrial LiDAR data.

Retzlaff CO, Gollob C, Nothdurft A, Stampfer K, Holzinger A. Retzlaff CO, et al. Among authors: holzinger a. Eur J For Res. 2024;143(4):1083-1095. doi: 10.1007/s10342-024-01673-1. Epub 2024 Mar 26. Eur J For Res. 2024. PMID: 39091962 Free PMC article.

5

Toward human-level concept learning: Pattern benchmarking for AI algorithms.

Holzinger A, Saranti A, Angerschmid A, Finzel B, Schmid U, Mueller H. Holzinger A, et al. Patterns (N Y). 2023 Jul 5;4(8):100788. doi: 10.1016/j.patter.2023.100788. eCollection 2023 Aug 11. Patterns (N Y). 2023. PMID: 37602217 Free PMC article. Review.

6

Collaborative weighting in federated graph neural networks for disease classification with the human-in-the-loop.

Hausleitner C, Mueller H, Holzinger A, Pfeifer B. Hausleitner C, et al. Among authors: holzinger a. Sci Rep. 2024 Sep 19;14(1):21839. doi: 10.1038/s41598-024-72748-7. Sci Rep. 2024. PMID: 39294334 Free PMC article.

7

Special issue on Human-Centered Artificial Intelligence for One Health.

Buono P, Berthouze N, Costabile MF, Grando A, Holzinger A. Buono P, et al. Among authors: holzinger a. Artif Intell Med. 2024 Oct;156:102946. doi: 10.1016/j.artmed.2024.102946. Epub 2024 Aug 15. Artif Intell Med. 2024. PMID: 39198042 No abstract available.

8

Ensemble-GNN: federated ensemble learning with graph neural networks for disease module discovery and classification.

Pfeifer B, Chereda H, Martin R, Saranti A, Clemens S, Hauschild AC, Beißbarth T, Holzinger A, Heider D. Pfeifer B, et al. Among authors: holzinger a. Bioinformatics. 2023 Nov 1;39(11):btad703. doi: 10.1093/bioinformatics/btad703. Bioinformatics. 2023. PMID: 37988152 Free PMC article.

9

From Industry 5.0 to Forestry 5.0: Bridging the gap with Human-Centered Artificial Intelligence.

Holzinger A, Schweier J, Gollob C, Nothdurft A, Hasenauer H, Kirisits T, Häggström C, Visser R, Cavalli R, Spinelli R, Stampfer K. Holzinger A, et al. Curr For Rep. 2024;10(6):442-455. doi: 10.1007/s40725-024-00231-7. Epub 2024 Sep 11. Curr For Rep. 2024. PMID: 39464642 Free PMC article. Review.

10

CLARUS: An interactive explainable AI platform for manual counterfactuals in graph neural networks.

Metsch JM, Saranti A, Angerschmid A, Pfeifer B, Klemt V, Holzinger A, Hauschild AC. Metsch JM, et al. Among authors: holzinger a. J Biomed Inform. 2024 Feb;150:104600. doi: 10.1016/j.jbi.2024.104600. Epub 2024 Jan 30. J Biomed Inform. 2024. PMID: 38301750 Free article.

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