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Landt-Hayen, Marco
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1

Exploring methods of explainable AI 

data-driven attribution of climate events  Kiel Computer Science Series ; 2023,5
Landt-Hayen, Marco , [2023]
Link: https://nbn-resolving.de..
 
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2

CICMoD - A Climate Index Collection Benchmark (Data and Res..:

, In: Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems,
Landt-Hayen, Marco ; Rath, Willi ; Wahl, Sebastian. - p. 1-4 , 2023
Link: https://dl.acm.org/doi/1..
 
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3

A climate index collection based on model data:

Landt-Hayen, Marco ; Rath, Willi ; Wahl, Sebastian...
Environmental Data Science.  2 (2023)  - p. , 2023
Link: https://doi.org/10.1017/..
 
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4

Reconstruct Geospatial Data from Ultra Sparse Inputs to Pre..:

, In: 2023 IEEE 19th International Conference on e-Science (e-Science),
Landt-Hayen, Marco ; Kroger, Peer ; Rath, Willi. - p. 1-10 , 2023
Link: https://doi.org/10.1109/..
 
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5

A Bottom-Up Sampling Strategy for Reconstructing Geospatial..:

, In: Advanced Data Mining and Applications; Lecture Notes in Computer Science,
Landt-Hayen, Marco ; Wölker, Yannick ; Rath, Willi. - p. 677-691 , 2023
Link: https://doi.org/10.1007/..
 
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6

Exploring Methods of Explainable AI: Data-driven Attributio..:

Landt-Hayen, Marco
https://nbn-resolving.org/urn:nbn:de:gbv:8:3-2023-00794-6.  , 2023
Link: https://nbn-resolving.or..
 
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7

A climate index collection based on model data:

Landt-Hayen, Marco ; Rath, Willi ; Wahl, Sebastian...
https://oceanrep.geomar.de/id/eprint/58622/1/a-climate-index-collection-based-on-model-data.pdf.  , 2023
Link: https://oceanrep.geomar...
 
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8

Fact or Artifact? Revise Layer-wise Relevance Propagation o..:

Landt-Hayen, Marco ; Rath, Willi ; Claus, Martin.
http://arxiv.org/abs/2302.12317.  , 2023
Link: http://arxiv.org/abs/230..
 
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9

Fact or Artifact? Revise Layer-wise Relevance Propagation o..:

Landt-Hayen, Marco ; Rath, Willi ; Claus, Martin
https://oceanrep.geomar.de/id/eprint/59658/1/csit132305.pdf.  , 2023
Link: https://oceanrep.geomar...
 
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10

Exploring Methods of Explainable AI - Data-driven Attributi..:

Landt-Hayen, Marco
https://oceanrep.geomar.de/id/eprint/59430/1/Dissertation_MarcoLandtHayen_final.pdf.  , 2023
Link: https://oceanrep.geomar...
 
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11

GitHub Repository MarcoLandtHayen/climate_index_collection:..:

Landt-Hayen, Marco ; Rath, Willi ; Wahl, Sebastian.
https://github.com/MarcoLandtHayen/climate_index_collection/tree/v2022.12.15.1.  , 2022
Link: https://zenodo.org/recor..
 
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12

CESM and FOCI model data as supplementary data for Climate ..:

Landt-Hayen, Marco ; Rath, Willi ; Wahl, Sebastian
doi:10.5281/zenodo.7060385.  , 2022
Link: https://zenodo.org/recor..
 
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13

Layer-wise Relevance Propagation for Echo State Networks ap..:

Landt-Hayen, Marco ; Kröger, Peer ; Claus, Martin.
http://arxiv.org/abs/2210.09958.  , 2022
Link: http://arxiv.org/abs/221..
 
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14

GitHub Repository MarcoLandtHayen/climate_index_collection:..:

Landt-Hayen, Marco ; Rath, Willi ; Wahl, Sebastian.
https://github.com/MarcoLandtHayen/climate_index_collection/tree/v2022.12.14.1.  , 2022
Link: https://zenodo.org/recor..
 
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15

CESM and FOCI model data as supplementary data for Climate ..:

Landt-Hayen, Marco ; Rath, Willi ; Wahl, Sebastian
doi:10.5281/zenodo.7060385.  , 2022
Link: https://zenodo.org/recor..
 
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