This series aims to capture new developments and applications in data mining and knowledge discovery, while summarizing the computational tools and techniques ...
algorithms applications
29 verified PDFs
Algorithms are described using pseudocode. The pseudocode can be understood more easily than actual computer code, as it can glide over the foibles that real ...
For example, they are used in ecology to represent food webs and in engineer- ing and computer science to design high quality internet router connections.
It has a modular, encyclopedic format to facilitate navigation of the material and to provide a quick reference for designers of quantum.
Computational geometry emerged from the field of algorithms design and analysis in the late 1970s. It has grown into a recognized discipline with its.
Furthermore, we discuss the development of quantum algorithms and their applications, with a focus on famous algorithms like Shor's algorithm and Grover's ...
These efforts have focused on creating a visually interactive way to show and teach algorithms to students, and was shown to be effective at learning ...
Improved incremental regularized extreme learning machine algorithm and its application in two-motor decoupling control. Neurocomputing, (Part A):215–223, 2015.
Our experiments on large undirected real-world graphs show that the al- gorithm based on two-pass breadth-first searches works surprisingly well, outperforming ...
TEMPO uses the UV/visible spectroscopic technique to measure atmospheric pollution across North America, from Mexico City/Puerto Rico to the ...
The algorithmic framework for online learning we propose in this dissertation stems from a connection that we make between the notions of regret in online ...
Today's AI-powered social media platforms use advanced algorithms to curate content just for you. Social media algorithms are built into the platform design ...
This paper adapts concepts from statistical and online learning theory to reason about application-specific algorithm selection. Our models capture several ...
This paper focuses on coordinate update methods, which are useful for solving problems involving large or high-dimensional datasets.
With a better understanding of how de-identified data is governed and used, patients can have greater confidence in data safeguards and responsible use in ...
This perspective outlines the wide-ranging research re- quired to create practical quantum computer applica- tions. We divide that quest into five stages: 1.
In this paper, we present a series of improvements to this algorithm that re- duce its memory requirements and significantly increase its accuracy for an ...
Implement frequent independent audits of algorithms with publicly available reporting in the form of algorithmic impact assessments, including ...
In this technical report we give an elementary introduction to Quantum Computing for non- physicists. In this introduction we describe in ...
Some important applications are in computational finance, economics, engineering design, encryption and code breaking etc. Each example shows different ...
