Artificial Intelligence

This repository contains the data related to the paper “CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging” (10.1109/TUFFC.2021.3131383). It contains multiple datasets used for training and testing, as well as the trained models and results (predictions and metrics). In particular, it contains a large-scale simulated training dataset composed of 31000 images for the three different imaging configuration considered (i.e., low quality, high quality, and ultrahigh quality).

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EEG consists of collecting information from brain activity in the form of electrical voltage. Epileptic Seizure prediction and detection is a major sought after research nowadays. This dataset contains data from 11 patients of whom seizures are observed in EEG for 2 patients.

 

The total duration of seizures is 170 seconds. The number of channels is 16 and data is collected at 256Hz sampling rate.

 

The final dataset files in .csv format contain 87040 rows x 17 columns,

 

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Automated driving in public traffic still faces many technical and legal challenges. However, automating vehicles at low speeds in controlled industrial environments is already achievable today. A reliable obstacle detection is mandatory to prevent accidents. Recent advances in convolutional neural network-based algorithms have made it conceivable to replace distance measuring laser scanners with common monocameras.

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Our experimental data come from a city commercial bank in China. These data belong to the bank’s private database. The original data set has 67 attributes and a total of 29,723 loan samples.

Normal
0

7.8 磅
0
2

false
false
false

EN-US
ZH-CN
X-NONE

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Preprocessed dataset

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A Dynamic Multi-Objective Evolutionary Algorithm

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This dataset is the supporting dataset for the paper "Simulating tropical cyclone passive microwave rainfall imagery using infrared imagery via generative adversarial networks". The dataset contains infrared images as well as passive microwave rainfall images, and they are paired.

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771 Views

This dataset is related to dog activity and is sensor data.

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903 Views

Alan's GYA experimental data 

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Four independently built Twitter JSON files containing between 40,000 - 50,000 tweets with a common Hashtag to be used with network discovery algorithms.

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