Machine Learning

Forex Market Movements

The data was collected and represents the historical data of 6 currency pairs measured in 4-hour intervals: 4 major pairs such as GBP/USD, EUR/USD, USD/CHF, USD/JPY and 2 minor pairs such as EUR/GBP and GBP/JPY.

The data set covers the period from 01-2000 to 07-2020

Three files exists: the sequence dataset, the label dataset, and the legenda.
The legenda reports the follwoing information:

BBSignal, BBBreakoutSignal, LabelStrategy:
	SIGNAL_NONE=0
	SIGNAL_BUY=1
	SIGNAL_SELL=2
BarType and HAType:
	BAR_NONE=0
	BAR_BULL=1

Categories:: Machine Learning
Financial

952 Views

3D hand pose dataset RGB

this is a test

Categories:: Artificial Intelligence
Machine Learning
Image Processing
Computer Vision

324 Views

AI-based Radio Resource Management and Trajectory Design for PD-NOMA Communication in IRS-UAV Assisted Networks

In this paper, we consider that the unmanned aerial vehicles (UAVs) with attached intelligent reflecting surfaces (IRSs) play the role of flying reflectors that reflect the signal of users to the destination, and utilize the power-domain non-orthogonal multiple access (PD-NOMA) scheme in the uplink. We investigate the benefits of the UAV-IRS on the internet of things (IoT) networks that improve the freshness of collected data of the IoT devices via optimizing power, sub-carrier, and trajectory variables, as well as, the phase shift matrix elements.

Categories:: Machine Learning

575 Views

A Dataset on Online Learning-based Web Behavior from Different Countries Before and After COVID-19

Any work using this dataset should cite the following paper:

Categories:: Artificial Intelligence
Education and Learning Technologies
Machine Learning
Other
Computational Intelligence
COVID-19
Education
Communications

9593 Views

Emotion Recognition Using Brain Rhythm Sequencing

Emotion recognition can be achieved by our proposed brain rhythm sequencing method.

We will provide different versions based on diverse approaches derived from brain rhythm sequencing.

Please find more details attached.

Categories:: Machine Learning

708 Views

DNS Over HTTPS network traffic

Dataset contains generated traffic from single requests towards DNS and DNS over Encryption servers as well as network traffic generated by browsers towards multiple DNS over HTTPS servers. The dataset contains also logs and csv files with queried domains. The IP addresses of the DoH servers are provided in the readme so that users can easily label the data extracted from pcap files. The dataset may be used for Machine Learning purposes (DNS over HTTPS identification).

Categories:: Machine Learning

1228 Views

COVIFN : Fake News on COVID19

COVIFN is a CoVID-19-specific dataset that consists of fact-checked fake news scraped from Poynter and true news from news publishers' verified portals. The dataset was pre-processed, the removal of special characters and non-vital information is performed.

The file contains columns such as:

Date: publish date of news article

country: country the article is about

text: the news article content

label: fake or real news label

URL: the fact-checked site

source: original news source site