The sources we considered for the keyword search included the MSR Mining Challenge website of each year, the website describing the dataset(s) used in the mining challenge, and the papers explaining the mining challenge and/or the underlying datasets. We analysed the results of the keyword sear...
There is a platform in the ever-changing world of crypto mining for everyone. Various solutions meet your demands regardless of your level of knowledge or inexperience in mining. From well-known brands to creative upstarts, the options are endless. Explore the best crypto mining sites to get ...
This systematic literature review (SLR) focuses on presenting a comprehensive knowledge of intention mining related to intention categories, datasets used, applied approaches, and techniques. This study followed the methodology of [8] for an unbiased collection of articles to conduct effective research. ...
From what has been presented, numerous protection strategies have been developed. However, considering the complicated environment of Smart Cities, there are still many challenges that need effective solutions. One main difficulty is the availability of protection mechanisms. For example, some well-develo...
This book is an ideal reference for users who want to address massive and complex datasets with novel statistical approaches and be able to objectively evaluateanalyses and solutions. It has clear, intuitive explanations of the principles and tools for solving problems using modernanalytic techniques ...
2 10.1.5 Exercises for Section 10.1 Exercise 10.1.1 : It is possible to think of the edges of one graph G as the nodes of another graph G′. We construct G′ from G by the dual construction: 1. If (X, Y ) is an edge of G, then XY , representing the unordered set of X ...
Our aim is to obtain a data-driven subset of the most useful time-series features by comparing across as diverse a set of time-series analysis algorithms as possible. An ideal starting point for such an exercise is the comprehensive library of over 7500 features provided in the hctsa toolbox...
Note that we used GPT-4 for all analysis of individual transcripts, but due to mid-2023 constraints in loading large datasets to ChatGPT-4 (all our transcription analysis was done prior to the release of Code Interpreter), we used GPT-3.5 for synthesis. These are two entirely different mode...
Another benefit of this approach is the fast computation time, which enables the rapid processing of massive amounts of data. However, for its effectiveness, highly significant clustering should be present in the data. Considering that association rule analysis has never been applied in this type ...
Over time, researchers progressively began to account for implicit, heterogeneous, and ambiguous constructs through careful feature extraction by using a massive amount of textual labeled and domain-independent datasets to automatically extract implicit patterns in the text, demonstrating that ML approaches ...