Results 31 to 40 of about 13,707,469 (301)
Hydrology Research, 2023 A better understanding of the distribution of nonaqueous phase liquid (NAPL) plumes is of great importance to groundwater pollution remediation and control.
Litang Hu +3 more
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A New Noisy Random Forest Based Method for Feature Selection
Cybernetics and Information Technologies, 2021 Feature selection is an essential pre-processing step in data mining. It aims at identifying the highly predictive feature subset out of a large set of candidate features.
Akhiat Yassine +3 more
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Hybrid Semantic Service Matchmaking Method Based on a Random Forest
Tsinghua Science and Technology, 2020 Semantic Service Matchmaking (SSM) can be leveraged for mining the most suitable service to accommodate a diversity of user demands. However, existing research on SSM mostly involves logical or non-logical matching, leading to unavoidable false-positive ...
Wei Jiang +3 more
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Random Forest variable importance with missing data [PDF]
, 2012 Random Forests are commonly applied for data prediction and interpretation. The latter purpose is supported by variable importance measures that rate the relevance of predictors. Yet existing measures can not be computed when data contains missing values.
Hapfelmeier, Alexander +2 more
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Research on optimization of random forest algorithm based on spark
, 2022 As society has developed, increasing amounts of data have been generated by various industries. The random forest algorithm, as a classification algorithm, is widely used because of its superior performance.
Pang, C, Geng, S, Wang, S, Zhang, Z
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Solution of Static Field Problems With Random Domains [PDF]
, 2010 A method to solve stochastic partial differential equations on random domains consists in using a one-to-one random mapping function which transforms the random domain into a deterministic domain.
Stephane Clenet +7 more
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Monitoring of forest ecosystems in Ireland : FOREM 9 project : final report [PDF]
, 2004 Intensive monitoring has been carried out under EC Regulation 3528/86 (project number 8860 IR 001.0) at Ballyhooly, Co. Cork since 1988. In 1991, three new plots (Roundwood, Cloosh and Brackloon) were established (9060IR0030) to give a more ...
Boyle, Gillian M., Farrell, E. P.
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Remote Sensing, 2022 Quantifying changes in the vulnerability of vegetation to various drought stresses in different seasons is important for rational and effective ecological conservation and restoration.
Xiaoting Wei +9 more
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AUC-RF: A New Strategy for Genomic Profiling with Random Forest [PDF]
, 2011 Objective: Genomic profiling, the use of genetic variants at multiple loci simultaneously for the prediction of disease risk, requires the selection of a set of genetic variants that best predicts disease status.
Luz Calle, M. +10 more
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Perfect sampling methods for random forests [PDF]
Advances in Applied Probability, 2008 A weighted graphGis a pair (V, ℰ) containing vertex setVand edge set ℰ, where each edgee∈ ℰ is associated with a weightWe. A subgraph ofGis a forest if it has no cycles. All forests on the graphGform a probability space, where the probability of each forest is proportional to the product of the weights of its edges.
openaire +3 more sources