Search Results - "Moustafa, Rida"

Estimating the number of clusters in multivariate data by various fittings of the L-curve by Moustafa, Rida, Hadi, Ali S.

“…The goal of this paper is to estimate the true but unknown number of clusters K in multivariate data. The contributions are two folds. The first is to narrow…”
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Parallel coordinate and parallel coordinate density plots by Moustafa, Rida E.

“…The parallel coordinate plot (PCP)—which represents a p‐dimensional data point in Cartesian coordinates by a polyline (or curve) intercepting p‐parallel…”
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Andrews curves by Moustafa, Rida E.

“…Andrews curves are examples of the space transformed visualization (STV) techniques for visualizing multivariate data, which represent k‐dimensional data…”
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QGPCP: Quantized Generalized Parallel Coordinate Plots for Large Multivariate Data Visualization by Moustafa, Rida E. A.

“…This article proposes a new hybrid visualization technique that integrates a frequency-based model and a generalized parallel coordinate plot (GPCP), thus…”
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Pseudogrand tour by Moustafa, Rida E.

“…The pseudogrand tour (PGT) is an approximate version of the grand tour (GT), and an example of the dynamic data visualization methods that assist in exploring…”
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Multi-Class Data Exploration Using Space Transformed Visualization Plots by Moustafa, Rida E., Hadi, Ali S., Symanzik, Jürgen

“…Visualization of large datasets is computationally expensive. For this reason, enveloping methods have been used to visualize such datasets. Using enveloping…”
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Some notes on the consequences of pretreatment of multivariate data by Hadi, Ali S., Moustafa, Rida

“…With the advent of data technologies, we have various types of data, such as structured, unstructured and semi-structured. Performing certain statistical or…”
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How artificial intelligence will affect the future of retailing by Guha, Abhijit, Grewal, Dhruv, Kopalle, Praveen K., Haenlein, Michael, Schneider, Matthew J., Jung, Hyunseok, Moustafa, Rida, Hegde, Dinesh R., Hawkins, Gary

“…•Artificial intelligence (AI) will substantially impact retailing.•AI adoption contingent on factors such as the extent to which an AI application is…”
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Grand tour and the Andrews plot by Moustafa, Rida E., Hadi, Ali S.

“…The relationship between Andrews plot and Grand Tour (GT) stems from the fact that both view multiprojections of hyperdimensional data. The difference,…”
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Fast conceptual clustering algorithms for data mining and visualization by Moustafa, Rida E. A

“…The data-mining (DM) step in the knowledge discovery in database (KDD) process is computationally intensive in general and computationally infeasible with…”
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Fast conceptual clustering algorithms for data mining and visualization by Moustafa, Rida E. A

“…The data-mining (DM) step in the knowledge discovery in database (KDD) process is computationally intensive in general and computationally infeasible with…”
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