Synthetic data
Likelihood-based Inference for Multivariate Regression Models using Synthetic Data
... exact data analysis procedures are developed for both single and multiple imputation, for all ...imputed synthetic datasets [1, 4, 8, 13, 20], due to its easy applicability to various statistical models, as ...
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The propagation of inventory-based positional errors into statistical landslide susceptibility models
... for those units remained nearly unchanged when simulat- ing an inventory-based-error (i.e. Flysch 7 and Molasse 1 landslide per km 2 for the 120 m mean error), modelled rela- tionships increasingly emphasized differences ...
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Predicting classifier performance with limited training data: applications to computer-aided diagnosis in breast and prostate cancer.
... imaging data in conjunction with supervised clas- sifiers, where the latter require large amounts of training data to accurately model the sys- ...training data by using random repeated sampling ...
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A MATHEMATICAL MODEL FOR WIRELINE LOGS FILTERING USING DIFFERENTIAL FUZZY PARAMETERS
... in synthetic and real well logs to remove the noise from these ...the synthetic data, induction well logs were generated based on the Doll’s geomet- ric factor (Doll, 1949; Serra, 1984; Ellis, 1987) ...
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A framework for benchmarking of homogenisation algorithm performance on the global scale
... Test data sets for previous benchmark- ing efforts have included one or more of the following: as homogeneous as possible real data, synthetic data with added inhomogeneities, or real ...
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RegnANN: Reverse Engineering Gene Networks using Artificial Neural Networks.
... The third phase of the experimental evaluation on synthetic data compares the performance of RegnANN, ARACNE and CLR in terms of AUC (the area under the curve). The curve is constructed by varying the value ...
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TDSGenerator-A Tool for generating synthetic Transactional Datasets for Association Rules Mining
... transactional data base of any retail industry or can be a synthetic version generated by a ...tool. Synthetic Data Set generated by a tool can serve a fundamental requirement for ...
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STEREOTOMOGRAPHY FOR VELOCITY MODEL ESTIMATION IN SEISMIC IMAGING: APPLICATION TO REAL DATA FROM JEQUITINHONHA SEDIMENTARY BASIN
... The algorithm was validated in the Marmousoft synthetic data set and also used for velocity model estimation in a continental slope region, using real data from Jequitinhonha Basin, Braz[r] ...
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Viability of CLIGEN in the climatic conditions of Paraná state, Brazil
... observed data. The data confirm this possibility, as the absolute maximum daily temperature found in the synthetic data was ...the synthetic maximum was ...
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biDCG: a new method for discovering global features of DNA microarray data via an iterative re-clustering procedure.
... A Synthetic data sets are inherently biased as they rely on an artificial model with usually well behaved ...includes data on 203 patients, out of which 186 were affected by five types of lung ...
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Improving Video Streams Summarization Using Synthetic Noisy Video Data
... representative data is an important issue for evaluating data analysis ...real data are lack or difficult to obtain, synthetic data becomes alternative ...as data mining, image ...
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Age Estimation using Deep Learning on 3D Facial Features
... new synthetic 2D projections of the face in orientations previously not ...with synthetic data, even in different domains such as 3D landmark estimation [BT17b] or in-car object detection [TPA + 18] ...
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Resolving anatomical and functional structure in human brain organization: identifying mesoscale organization in weighted network representations.
... alternative synthetic network models that conserve additional network prop- erties of brain systems or employ more biologically realistic growth mechanisms (see for example ...
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Direct evidence for radar reflector originating from changes in crystal-orientation fabric
... reflector as a sharp transition in COF, from a girdle-type to a single-maximum fabric over just few tens of meters. This finding goes beyond previous analysis, which related RES signals to COF, but did not provide a ...
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Protease-sensitive synthetic prions.
... Figure 3. Protease-sensitive synthetic prions are serially transmissible in Tg9949 mice. MoSP2-1T, MoSP3-1T and MoSP4-1T were serially passaged to new groups of Tg9949 mice for a second transmission (2T) by ...
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ESTIMATION OF SURFACE ROUGHNESS IN A SEMIARID REGION FROM C-BAND ERS-1 SYNTHETIC APERTURE RADAR DATA
... (ERS-1) synthetic aperture radar (SAR) data to estimate surface soil roughness in a semiarid ...SAR data showed exponential relationships with root mean square (RMS) height ...SAR data were ...
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Synthetic Aluminosilicates for Geopolymer Production
... purity synthetic aluminosilicates made from the sol gel process for production of ...the synthetic aluminosilicates have similar behavior to metakaolinite ...the synthetic aluminosilicate changed ...
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Potential diagnostic assay for cystinuria by capillary electrophoresis coupled to mass spectrometry
... are shown in Table 2. The accuracy of the method applied to synthetic urine and the recovery indices in the urine of donors were highly acceptable. In summary, the values found for the urine sample analysis were ...
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Synthetic strategies for nonactic acid.
... Apesar dos autores terem obtido, por meio desta sequência, uma mistura de epímeros, embora separáveis, do éster metílico do AN, consideramos estes resultados como um marco inicial para d[r] ...
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