Georges Hattab bio photo


Data

2025

Dataset Name: Genomic Islands Detection Data 2025
Number of Variables: Not applicable (sequence data)
Data Type: Fasta Files
Number of Instances: Varies by dataset
Key Characteristics: Categorical
Description: Comprehensive collection of datasets for Genomic Islands (GIs) Detection. This collection facilitates the evaluation of genomic data representations and machine learning models for identifying the transfer of genetic material between species.
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2024

Dataset Name: Molecular Encoder Data 2024
Number of Variables: Not applicable (sequence data)
Data Type: Fasta Files
Number of Instances: Varies by dataset
Key Characteristics: Categorical
Description: Comprehensive data on molecular encodings and representations for machine learning tasks, particularly focusing on peptide and protein classification.
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2021

Dataset Name: Visual Story of Data Storage Data 2021
Number of Variables: 9
Data Type: Historical Data
Number of Instances: 28 storage technologies
Key Characteristics: Quantitative and Categorical
Description: Historical overview of data storage technologies, detailing their properties and evolution.
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2020

Dataset Name: Classification Mushroom Data 2020
Number of Variables: 20
Data Type: Textual Data
Number of Instances: 61,069
Key Characteristics: Multivariate
Description: Comprehensive overview of mushroom species focusing on classification as edible or poisonous.
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Dataset Name: Silicone Uniaxial Test Data 2020
Number of Variables: 3
Data Type: Measurement Data
Number of Instances: 5 silicone mixtures (M1 to M5)
Key Characteristics: Quantitative
Description: Analysis of stress-strain relationships in silicone mixtures for the design of silicone-based organ replicas.
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2017

Dataset Name: Kidney Boundary Detection Data 2017
Number of Variables: Not applicable (image data)
Data Type: Medical Image Data
Number of Instances: 100 annotated images
Key Characteristics: Quantitative
Description: Focuses on the detection of kidney boundaries in medical imaging, providing a dataset for training and evaluating segmentation algorithms.
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2015

Dataset Name: Bacterial Cell Colony Imaging Data 2024
Number of Variables: Not applicable (image data)
Data Type: Microscopy Image Data
Number of Instances: 2 movies with 460 images each (4 channels)
Key Characteristics: High-resolution time-lapse imaging
Description: Comprehensive dataset of time-lapse images of bacterial cell colonies of Sinorhizobium meliloti, focusing on cellular heterogeneity and cell behavior over time.
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