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Value-cell bar charts for visualizing large transaction data sets
- IEEE TVCG
"... Abstract—One of the common problems businesses need to solve is how to use large volumes of sales histories, Web transactions, and other data to understand the behavior of their customers and increase their revenues. Bar charts are widely used for daily analysis, but only show highly aggregated data ..."
Abstract
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Cited by 2 (0 self)
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data. Users often need to visualize detailed multidimensional information reflecting the health of their businesses. In this paper, we propose an innovative visualization solution based on the use of value cells within bar charts to represent business metrics. The value of a transaction can
Visual Mining of E-Customer Behavior Using Pixel Bar Charts
- In ACM KDD/2001
, 2001
"... To date, one of the common problems e-business and e-service want to solve is how to use their large volumes of sales histories, web transactions, and information resource data to know their customers’ behavior. They want to understand their customers to develop long-term relationships and to improv ..."
Abstract
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Cited by 2 (1 self)
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and to improve service quality. Many data analysis methods use bar charts which only show highly aggregated data and lose most of the detail information due to data aggregation. This paper discusses the integration of a recent pixel bar chart technique that does not lose information into a visual data mining
Performance Analysis for Visual Data Mining Classification Techniques of Decision Tree, Ensemble and SOM
"... This research paper is a comprehensive report on experimental setup, data collection methods, implementation and result analyses of market segmentation and forecasting using neural network based artificial intelligence tools. The main focus of the paper is on visual data mining applications for enha ..."
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Cited by 1 (0 self)
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in as simple as possible way to understand very complex statistics. The current research results are mapped to interactive visualization by using multilevel pie charts, multi bar charts, histograms, scatter plots, tree maps and dataflow diagrams. The different visualization techniques help in understanding
POUR L'OBTENTION DU GRADE DE DOCTEUR ÈS SCIENCES PAR
"... 2010 to my wife, Joyce, and my family...- Résumé- ..."
ACKNOWLEDGMENTS
"... First, I would like to thank my advisors Prof. Gal A. Kaminka and Dr. David Sarne for their excellent guidance and constant support in the past two years. I learned quite a bit about scientific research, all thanks to their great instruction. Working with them was a real pleasure, not only on the pr ..."
Abstract
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on the professional level, but on the personal level as well. Thanks to my colleagues and friends from the Bar-Ilan University in general, and MAVERICK lab in particular, for the great time we had together. Special thanks to Gabriella Melamed, MAVERICK lab manager, for assisting with administra-tive issues
By
, 2013
"... I declare that this thesis is my own account of my research and contains as its main content work which has not previously been submitted for a degree at any tertiary education institution. ..."
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I declare that this thesis is my own account of my research and contains as its main content work which has not previously been submitted for a degree at any tertiary education institution.
hardware and mobile web technology Master of Science Thesis in Programme Computer Systems and Networks
, 2013
"... Digitising statistics handling through ..."
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