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3,451 to 3,460 of 3,858 Results

Experimental database of air-water slug flow in a long vertical pipe Oct 4, 2023 Toledo, Gabriela Pereira; Mazza, Ricardo Augusto, 2023, "Experimental database of air-water slug flow in a long vertical pipe", https://doi.org/10.25824/redu/XJ05CB, Repositório de Dados de Pesquisa da Unicamp, V1 Experimental data for air-water slug flow in a long vertical pipe. It contains data for bubble and liquid slug lengths, bubble and liquid slug velocities, frequency, pressure and pressure gradient, and volumetric void fraction. Both raw and processed data are available.
Slug_W_A.rar Oct 4, 2023 - Experimental database of air-water slug flow in a long vertical pipe RAR Archive - 704.6 MB - MD5: f433c739362def50a6edfa4c2471c854
Replication data for: A semi-autonomic framework for developing machine learning-based applications using fairness metrics Sep 26, 2023 Nazatto, Thales Eduardo; Rubira, Cecília Mary Fischer, 2023, "Replication data for: A semi-autonomic framework for developing machine learning-based applications using fairness metrics", https://doi.org/10.25824/redu/QO3CGG, Repositório de Dados de Pesquisa da Unicamp, V1, UNF:6:AKrwwHRJZHgVPGKAxY7QvQ== [fileUNF] This research proposes a presents a semi-autonomous framework to train machine learning models that identifies more optimized configurations across different contexts. Several case studies were conducted to determine the feasibility and extensibility of the proposed framework. Th...
adult.tab Sep 26, 2023 - Replication data for: A semi-autonomic framework for developing machine learning-based applications using fairness metrics Tabular Data - 5.9 MB - 15 Variables, 48842 Observations - UNF:6:OHfKRD3JlsvMnf3iK3R/CA== Adult Income Dataset
code_used.rar Sep 26, 2023 - Replication data for: A semi-autonomic framework for developing machine learning-based applications using fairness metrics RAR Archive - 459.0 KB - MD5: 2d283c56971c459d10911f31488c8b02 Codes used to count lines on case studies 2 and 3
configs_used.rar Sep 26, 2023 - Replication data for: A semi-autonomic framework for developing machine learning-based applications using fairness metrics RAR Archive - 37.6 KB - MD5: 4e4b84e25d2b9887f3359e12d504b062 System configuration files used in each experiment
german.data Sep 26, 2023 - Replication data for: A semi-autonomic framework for developing machine learning-based applications using fairness metrics Unknown - 79.2 KB - MD5: 7747fc3ebd57a0f879ec58841ee33286 German Credit Dataset, used in case study 1
lendingclub_dataset.tab Sep 26, 2023 - Replication data for: A semi-autonomic framework for developing machine learning-based applications using fairness metrics Tabular Data - 242.3 MB - 22 Variables, 1345310 Observations - UNF:6:UrOjDuI1TKgnS/J+za81NA== Lendingclub Dataset, used in case studies 2 and 3
ml-module-metrics-output.rar Sep 26, 2023 - Replication data for: A semi-autonomic framework for developing machine learning-based applications using fairness metrics RAR Archive - 1.3 MB - MD5: 37852e60343ad97bd0f7cc6cdd9fef33 Data generated on system's Machine Learning Module and used by the Autonomic Manager's Analyzer at experiments. This dataset contains the architectural configuration metadata and the model metrics
dataset.rar Sep 19, 2023 - Replication data for: non-destructive method to estimate bioactive compounds content through images in indoor growing microgreens RAR Archive - 8.5 MB - MD5: 485da5c3ad16cfdd4ba612104514c1e6 Data The compressed file contains a .csv dataset with color features extracted from the images, physicochemical (pH, soluble solids, titratable acidity), and pigment (chlorophyll a and b, anthocyanin, carotenoid) analysis data. It also has a specific .csv dataset of laboratory analysi...

Experimental database of air-water slug flow in a long vertical pipe

Oct 4, 2023

Toledo, Gabriela Pereira; Mazza, Ricardo Augusto, 2023, "Experimental database of air-water slug flow in a long vertical pipe", https://doi.org/10.25824/redu/XJ05CB, Repositório de Dados de Pesquisa da Unicamp, V1

Experimental data for air-water slug flow in a long vertical pipe. It contains data for bubble and liquid slug lengths, bubble and liquid slug velocities, frequency, pressure and pressure gradient, and volumetric void fraction. Both raw and processed data are available.

Slug_W_A.rar

Oct 4, 2023 - Experimental database of air-water slug flow in a long vertical pipe

RAR Archive - 704.6 MB -

Replication data for: A semi-autonomic framework for developing machine learning-based applications using fairness metrics

Sep 26, 2023

Nazatto, Thales Eduardo; Rubira, Cecília Mary Fischer, 2023, "Replication data for: A semi-autonomic framework for developing machine learning-based applications using fairness metrics", https://doi.org/10.25824/redu/QO3CGG, Repositório de Dados de Pesquisa da Unicamp, V1, UNF:6:AKrwwHRJZHgVPGKAxY7QvQ== [fileUNF]

This research proposes a presents a semi-autonomous framework to train machine learning models that identifies more optimized configurations across different contexts. Several case studies were conducted to determine the feasibility and extensibility of the proposed framework. Th...

adult.tab

Sep 26, 2023 - Replication data for: A semi-autonomic framework for developing machine learning-based applications using fairness metrics

Tabular Data - 5.9 MB - 15 Variables, 48842 Observations -

Adult Income Dataset

code_used.rar

Sep 26, 2023 - Replication data for: A semi-autonomic framework for developing machine learning-based applications using fairness metrics

RAR Archive - 459.0 KB -

Codes used to count lines on case studies 2 and 3

configs_used.rar

Sep 26, 2023 - Replication data for: A semi-autonomic framework for developing machine learning-based applications using fairness metrics

RAR Archive - 37.6 KB -

System configuration files used in each experiment

german.data

Sep 26, 2023 - Replication data for: A semi-autonomic framework for developing machine learning-based applications using fairness metrics

Unknown - 79.2 KB -

German Credit Dataset, used in case study 1

lendingclub_dataset.tab

Sep 26, 2023 - Replication data for: A semi-autonomic framework for developing machine learning-based applications using fairness metrics

Tabular Data - 242.3 MB - 22 Variables, 1345310 Observations -

Lendingclub Dataset, used in case studies 2 and 3

ml-module-metrics-output.rar

Sep 26, 2023 - Replication data for: A semi-autonomic framework for developing machine learning-based applications using fairness metrics

RAR Archive - 1.3 MB -

Data generated on system's Machine Learning Module and used by the Autonomic Manager's Analyzer at experiments. This dataset contains the architectural configuration metadata and the model metrics

dataset.rar

Sep 19, 2023 - Replication data for: non-destructive method to estimate bioactive compounds content through images in indoor growing microgreens

RAR Archive - 8.5 MB -

Data

The compressed file contains a .csv dataset with color features extracted from the images, physicochemical (pH, soluble solids, titratable acidity), and pigment (chlorophyll a and b, anthocyanin, carotenoid) analysis data. It also has a specific .csv dataset of laboratory analysi...

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