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pro vyhledávání: '"Teste, A."'
Clustering is a data analysis method for extracting knowledge by discovering groups of data called clusters. Among these methods, state-of-the-art density-based clustering methods have proven to be effective for arbitrary-shaped clusters. Despite the
Externí odkaz:
http://arxiv.org/abs/2310.16552
Autor:
Elizabeth J. Trevenen, Erik J. Veneklaas, François P. Teste, Mark P. Dobrowolski, Ladislav Mucina, Michael Renton
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-10 (2024)
Abstract Understanding what makes a community vulnerable to invasion is integral to the successful management of invasive species. Our understanding of how characteristics of resident plant interactions, such as the network architecture of interactio
Externí odkaz:
https://doaj.org/article/026c3d30d14e4da09fc5f6e88831364c
In recent years, a large number of XAI (eXplainable Artificial Intelligence) solutions have been proposed to explain existing ML (Machine Learning) models or to create interpretable ML models. Evaluation measures have recently been proposed and it is
Externí odkaz:
http://arxiv.org/abs/2210.02795
Publikováno v:
26th European Conference on Advances in Databases and Information Systems (ADBIS 2022), Sep 2020, Turin, Italy. pp.315-329
Data Warehouses (DWs) are core components of Business Intelligence (BI). Missing data in DWs have a great impact on data analyses. Therefore, missing data need to be completed. Unlike other existing data imputation methods mainly adapted for facts, w
Externí odkaz:
http://arxiv.org/abs/2210.02237
Autor:
Gabriel Nève, Xavier Lair, Thomas Lebard, Jean-Yves Meunier, Louis-Jean Teste, Louise Séguinel
Publikováno v:
Biodiversity Data Journal, Vol 12, Iss , Pp 1-27 (2024)
Hoverflies are among the most important insect pollinators and there is documented evidence of a recent decline in their populations. To trace the past distributions of hoverfly species, verified records of historical collections are essential.Here,
Externí odkaz:
https://doaj.org/article/3cc68d5ae667498884775b7c38febc63
Autor:
X. Faïn, D. M. Etheridge, K. Fourteau, P. Martinerie, C. M. Trudinger, R. H. Rhodes, N. J. Chellman, R. L. Langenfelds, J. R. McConnell, M. A. J. Curran, E. J. Brook, T. Blunier, G. Teste, R. Grilli, A. Lemoine, W. T. Sturges, B. Vannière, J. Freitag, J. Chappellaz
Publikováno v:
Climate of the Past, Vol 19, Pp 2287-2311 (2023)
Carbon monoxide (CO) is a naturally occurring atmospheric trace gas, a regulated pollutant, and one of the main components determining the oxidative capacity of the atmosphere. Evaluating climate–chemistry models under different conditions than tod
Externí odkaz:
https://doaj.org/article/f7089eea6874422c95a609a1dd83c168
Autor:
Spalazzi, M. Florencia, Milani, Tomás, Hoeksema, Jason D., Nuñez, Martin A., Teste, François P.
Publikováno v:
In Forest Ecology and Management 1 November 2024 571
Publikováno v:
32nd International Conference on Database and Expert Systems Applications (DEXA 2021), Sep 2021, Linz, Austria. pp.237-244
Missing values occur commonly in the multidimensional data warehouses. They may generate problems of usefulness of data since the analysis performed on a multidimensional data warehouse is through different dimensions with hierarchies where we can ro
Externí odkaz:
http://arxiv.org/abs/2110.01228
Publikováno v:
In Computers and Electronics in Agriculture June 2024 221
Using data warehouses to analyse multidimensional data is a significant task in company decision-making.The data warehouse merging process is composed of two steps: matching multidimensional components and then merging them. Current approaches do not
Externí odkaz:
http://arxiv.org/abs/2107.12055