Graph Neural Networks (GNNs) are increasingly being used for a variety of ML applications on graph data. Because graph data does not follow the independently and identically distributed (i.i.d.) assumption, adversarial manipulations or incorrect data...
Data-intensive applications in data centers, especially machine learning (ML), have made the network a bottleneck, which in turn has motivated the development of more efficient network protocols and infrastructure. For instance, remote direct memory...
This article proposes a method to quantitatively measure the resilience of transportation systems using GPS data from taxis. The granularity of the GPS data necessary for this analysis is relatively coarse; it only requires coordinates for the beginn...
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This article focuses on the legal issues associated with open government data licenses. This study compares current open data licenses and argues that licensing terms reflect policy considerations, which are quite different from those contemplated in...
I am using USPTO ( United States Patent and Trademark Office) SOURCE LINK WHICH is the federal agency for granting U.S. patents and registering trademarks. They also provide open data about U.S. patents. So, today we will work with one open dataset they provid…
The number of systems that collect vast amount of data about users rapidly grow during last few years. Many of these systems contain data not only about people characteristics but also about their relationships with other system users. From this kind...
Graphics play a crucial role in statistical analysis and data mining. This paper describes metrics developed to assist the use of lineups for making inferential statements. Lineups embed the plot of the data among a set of null plots, and engage a hu...
JSON (JavaScript Object Notation) is a data encoding that allows structured data to be used in a standardized and straightforward manner across systems. Schemas for JSON-formatted data can be constructed using the JSON Schema standard, which describe...
Forbes Research asked the C-suite how AI enhances business performance. Our findings highlight exciting gains and show just how tricky it is to measure AI's full impact.
Defend your data from cyberattacks using cloud data security solutions. Safeguard your infrastructure, apps, and data with Microsoft Security solutions.
Find out how to license access to Stack Overflow’s public dataset to power AI agents, assistants, and chatbots, and train and fine-tune large language models.
I’ve come to the conclusion that people have not gotten a straight answer on data centers. I also watched a video recently that claimed Microsoft was coming to small town Wisconsin and how Mt Pleasa...
More and more smart devices enter our homes. Often these devices come with a variety of sensors, mostly simple sensors, e.g., for light, temperature, humidity or motion. And they all collect data. While it is data of the home environment it is also d...