[BOOK][B] Visualization analysis and design

T Munzner - 2014 - books.google.com
Learn How to Design Effective Visualization SystemsVisualization Analysis and Design
provides a systematic, comprehensive framework for thinking about visualization in terms of …

[BOOK][B] Data mining: concepts and techniques

J Han, J Pei, H Tong - 2022 - books.google.com
Data Mining: Concepts and Techniques, Fourth Edition introduces concepts, principles, and
methods for mining patterns, knowledge, and models from various kinds of data for diverse …

Principles of data mining

DJ Hand - Drug safety, 2007 - Springer
Data mining is the discovery of interesting, unexpected or valuable structures in large
datasets. As such, it has two rather different aspects. One of these concerns large …

The eyes have it: A task by data type taxonomy for information visualizations

B Shneiderman - The craft of information visualization, 2003 - Elsevier
A useful starting point for designing advanced graphical user interfaces is the Visual
Information-Seeking Mantra: overview first, zoom and filter, then details on demand. But this …

Information visualization and visual data mining

DA Keim - IEEE transactions on Visualization and Computer …, 2002 - ieeexplore.ieee.org
Never before in history has data been generated at such high volumes as it is today.
Exploring and analyzing the vast volumes of data is becoming increasingly difficult …

Exploration and visualization in the web of big linked data: A survey of the state of the art

N Bikakis, T Sellis - arxiv preprint arxiv:1601.08059, 2016 - arxiv.org
Data exploration and visualization systems are of great importance in the Big Data era.
Exploring and visualizing very large datasets has become a major research challenge, of …

[BOOK][B] Interactive data visualization: foundations, techniques, and applications

MO Ward, G Grinstein, D Keim - 2010 - taylorfrancis.com
Visualization is the process of representing data, information, and knowledge in a visual
form to support the tasks of exploration, confirmation, presentation, and understanding. This …

[BOOK][B] Geographic data mining and knowledge discovery

HJ Miller, J Han - 2009 - taylorfrancis.com
The Definitive Volume on Cutting-Edge Exploratory Analysis of Massive Spatial and
Spatiotemporal DatabasesSince the publication of the first edition of Geographic Data …

Polaris: A system for query, analysis, and visualization of multidimensional relational databases

C Stolte, D Tang, P Hanrahan - IEEE Transactions on …, 2002 - ieeexplore.ieee.org
In the last several years, large multidimensional databases have become common in a
variety of applications, such as data warehousing and scientific computing. Analysis and …

Visualizing high-dimensional data: Advances in the past decade

S Liu, D Maljovec, B Wang, PT Bremer… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Massive simulations and arrays of sensing devices, in combination with increasing
computing resources, have generated large, complex, high-dimensional datasets used to …