Anna Saranti - Publications, H-index & Citations

Anna Saranti

boku university

17H指数

55论文数

1.8K被引数

收录论文 11

发表时间

From 3D point-cloud data to explainable geometric deep learning: State-of-the-art and future challenges

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

IF11.7

2024-09-17

OAAI

Saranti, Anna; Pfeifer, Bastian; Gollob, Christoph; Stampfer, Karl; Holzinger, Andreas

Automatic detection of color markings and numbers on trees in point clouds from Personal Laser Scanning (PLS) and Terrestrial Laser Scanning (TLS)

ECOLOGICAL INFORMATICS

IF7.3

2024-09-01

OAAI

Wagner, Sarah; Angerschmid, Alessa; Saranti, Anna; Gollob, Christoph; Ritter, Tim; Krassnitzer, Ralf; Tockner, Andreas; Witzmann, Sarah; Holzinger, Andreas; Stampfer, Karl; Nothdurft, Arne

Reviewing the essential roles of remote phenotyping, GWAS and explainable AI in practical marker-assisted selection for drought-tolerant winter wheat breeding 回顾了远程表型，gwa和可解释的AI在抗旱冬小麦育种的实用标记辅助选择中的重要作用

FRONTIERS IN PLANT SCIENCE

IF4.8

2024-04-18

OAAI

Chang-Brahim, Ignacio; Koppensteiner, Lukas J.; Beltrame, Lorenzo; Bodner, Gernot; Saranti, Anna; Salzinger, Jules; Fanta-Jende, Phillipp; Sulzbachner, Christoph; Bruckmueller, Felix; Trognitz, Friederike; Samad-Zamini, Mina; Zechner, Elisabeth; Holzinger, Andreas; Molin, Eva M.

CLARUS: An interactive explainable AI platform for manual counterfactuals in neural networks CLARUS: 用于神经网络中手动反事实的交互式可解释AI平台

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2024-02-01

OAAI

Metsch, Jacqueline Michelle; Saranti, Anna; Angerschmid, Alessa; Pfeifer, Bastian; Klemt, Vanessa; Holzinger, Andreas; Hauschild, Anne-Christin

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

PATTERNS

IF7.4

2023-08-01

OAAI

Holzinger, Andreas; Saranti, Anna; Angerschmid, Alessa; Finzel, Bettina; Schmid, Ute; Mueller, Heimo

The FeatureCloud Platform for Federated Learning in Biomedicine: Unified Approach

JOURNAL OF MEDICAL INTERNET RESEARCH

IF6

2023-07-12

OAAI

Matschinske, Julian; Spaeth, Julian; Bakhtiari, Mohammad; Probul, Niklas; Majdabadi, Mohammad Mahdi Kazemi; Nasirigerdeh, Reza; Torkzadehmahani, Reihaneh; Hartebrodt, Anne; Orban, Balazs-Attila; Fejer, Sandor-Jozsef; Zolotareva, Olga; Das, Supratim; Baumbach, Linda; Pauling, Josch K.; Tomasevic, Olivera; Bihari, Bela; Bloice, Marcus; Donner, Nina C.; Fdhila, Walid; Frisch, Tobias; Hauschild, Anne-Christin; Heider, Dominik; Holzinger, Andreas; Hoetzendorfer, Walter; Hospes, Jan; Kacprowski, Tim; Kastelitz, Markus; List, Markus; Mayer, Rudolf; Moga, Monika; Mueller, Heimo; Pustozerova, Anastasia; Roettger, Richard; Saak, Christina C.; Saranti, Anna; Schmidt, Herald H. H. W.; Tschohl, Christof; Wenke, Nina K.; Baumbach, Jan

Actionable Explainable AI (AxAI): A Practical Example with Aggregation Functions for Adaptive Classification and Textual Explanations for Interpretable Machine Learning 可操作的可解释AI (AxAI): 具有聚合功能的实际示例，用于自适应分类和可解释机器学习的文本解释

MACHINE LEARNING AND KNOWLEDGE EXTRACTION

IF6

2022-10-27

OAAI

Saranti, Anna; Hudec, Miroslav; Minarikova, Erika; Takac, Zdenko; Grossschedl, Udo; Koch, Christoph; Pfeifer, Bastian; Angerschmid, Alessa; Holzinger, Andreas

Multi-omics disease module detection with an explainable Greedy Decision Forest

SCIENTIFIC REPORTS

IF3.9

2022-10-07

OAAI

Pfeifer, Bastian; Baniecki, Hubert; Saranti, Anna; Biecek, Przemyslaw; Holzinger, Andreas

Digital Transformation in Smart Farm and Forest Operations Needs Human-Centered AI: Challenges and Future Directions 智慧农场和森林经营的数字化转型需要以人为中心的人工智能: 挑战和未来方向

SENSORS

IF3.5

2022-04-15

OAAI

Holzinger, Andreas; Saranti, Anna; Angerschmid, Alessa; Retzlaff, Carl Orge; Gronauer, Andreas; Pejakovic, Vladimir; Medel-Jimenez, Francisco; Krexner, Theresa; Gollob, Christoph; Stampfer, Karl

Towards multi-modal causability with Graph Neural Networks enabling information fusion for explainable AI 使用图形神经网络实现多模式因果关系，从而实现可解释AI的信息融合

INFORMATION FUSION

IF15.5

2021-07-01

218

OAAI

Holzinger, Andreas; Malle, Bernd; Saranti, Anna; Pfeifer, Bastian

Classification by ordinal sums of conjunctive and disjunctive functions for explainable AI and interpretable machine learning solutions 可解释AI和可解释机器学习解决方案的合取和析取函数的序数和分类

KNOWLEDGE-BASED SYSTEMS

IF7.6

2021-05-01

OAAI

Hudec, Miroslav; Minarikova, Erika; Mesiar, Radko; Saranti, Anna; Holzinger, Andreas

研究方向