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Visual discovery and analysis

S.G. Eick
2000 IEEE Transactions on Visualization and Computer Graphics  
Working together, ADVIZOR's architecture provides a powerful production platform for creating innovative visual query and analysis applications.  ...  AbstractÐWe have developed a flexible software environment called ADVIZOR for visual information discovery.  ...  EICK: VISUAL DISCOVERY AND ANALYSIS 49 , edited, transformed, and aggregated. Cloning and aggregating creates a new table.  ... 
doi:10.1109/2945.841120 fatcat:h5wktvmhqrblzhggufw567mhp4

Visual Analysis and Knowledge Discovery for Text [chapter]

Christin Seifert, Vedran Sabol, Wolfgang Kienreich, Elisabeth Lex, Michael Granitzer
2013 Large-Scale Data Analytics  
We argue that visual analysis, in combination with automatic knowledge discovery methods, provides several advantages.  ...  Providing means for effectively accessing and exploring large textual data sets is a problem attracting the attention of text mining and information visualization experts alike.  ...  Application Scenarios and Domains Application scenarios for visual analysis and discovery in text repositories can be identified in a wide range of domains.  ... 
doi:10.1007/978-1-4614-9242-9_7 fatcat:5ti6ubvuj5d5dhfjg6eyiyld6m

Discovery, visualization and performance analysis of enterprise workflow

Ping Zhang, Nicoleta Serban
2007 Computational Statistics & Data Analysis  
In this paper, we developed an algorithm to discover and visualize workflows from audit trail data, and argue that workflow discovery is a prerequisite for rigorous performance analysis.  ...  We also carried out a detailed performance analysis based on the discovered workflow using data from a remote technical support center.  ...  This lead to the notion of workflow discovery and visualization.  ... 
doi:10.1016/j.csda.2006.01.008 fatcat:g3b4f5psezgwjmoicwlia3bkzq

MotifViz: an analysis and visualization tool for motif discovery

Y. Fu, M. C. Frith, P. M. Haverty, Z. Weng
2004 Nucleic Acids Research  
In this paper, we present an interactive web server, MotifViz, for three motif discovery programs, Clover, Rover and Motifish, covering most available flavors of algorithms for achieving this goal.  ...  MotifViz provides uniform and intuitive input and output formats for all four programs. It can be accessed at  ...  ACKNOWLEDGEMENTS We are grateful to Katya Ravid and Jun Lu for motivation and helpful discussions on output format. This work was partly supported by NSF Major Research Instrument grant  ... 
doi:10.1093/nar/gkh426 pmid:15215422 pmcid:PMC441564 fatcat:iyyit5ekhjelvkht3wtz7oatsu

Surveying the complementary role of automatic data analysis and visualization in knowledge discovery

Enrico Bertini, Denis Lalanne
2009 Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery Integrating Automated Analysis with Interactive Exploration - KDD '09  
The article further uses this information to analyze the discovery process by comparing the analysis steps from the perspective of information visualization and data mining.  ...  The aim of this work is to survey and reflect on the various ways to integrate visualization and data mining techniques toward a mixed-initiative knowledge discovery taking the best of human and machine  ...  Section 5 dissects commonalities and differences between the analysis processes in data mining and visualization.  ... 
doi:10.1145/1562849.1562851 dblp:conf/kdd/BertiniL09 fatcat:qqrfxgbn6fftpcpooralhd5h6i

Data analysis, visualization and knowledge discovery in sustainable data centers

Manish Marwah, Ratnesh Sharma, Rocky Shih, Chandrakant Patel, Vaibhav Bhatia, Mohandas Mekanapurath, Rajkumar Velumani, Sankaragopal Velayudhan
2009 Proceedings of the 2nd Bangalore Annual Compute Conference on 2nd Bangalore Annual Compute Conference - COMPUTE '09  
In this paper, we explore the role of data analysis, visualization and knowledge discovery techniques in improving the sustainability of a data center.  ...  This requires an end-to-end management approach with requirements derived from service level agreements (SLAs) and a flexible infrastructure that can be closely monitored and finely controlled.  ...  We envision that data analysis, visualization and knowledge discovery will play a key role in the efficient management of a sustainable data center.  ... 
doi:10.1145/1517303.1517306 dblp:conf/compute/MarwahSSPBMVV09 fatcat:5adn7arewzgflc5jm6ztyyxkqm

Visual pattern discovery in timed event data

Matthias Schaefer, Franz Wanner, Florian Mansmann, Christian Scheible, Verity Stennett, Anders T. Hasselrot, Daniel A. Keim
2011 Visualization and Data Analysis 2011  
It is this additional degree of freedom that opens unexplored possibilities for visualizing event data.  ...  Depending on the analysis task, different layout functions are used to highlight either the ordinal character of the data or temporal correlations.  ...  Note that at this stage the system is developed for advanced users who have domain knowledge and the use cases show its successful application for visual pattern discovery in event data.  ... 
doi:10.1117/12.871870 dblp:conf/vda/0001WMSSHK11 fatcat:n6jqygyyxbgvbjutco7lserpha

Visual discovery in multivariate binary data

Boris Kovalerchuk, Florian Delizy, Logan Riggs, Evgenii Vityaev, Jinah Park, Ming C. Hao, Pak C. Wong, Chaomei Chen
2010 Visualization and Data Analysis 2010  
It creates a new opportunity to guide the visual discovery of unknown patterns in the data.  ...  This paper presents the concept of Monotone Boolean Function Visual Analytics (MBFVA) and its application to the medical domain.  ...  Below we expand this analysis and show it in Figure 7 .  ... 
doi:10.1117/12.845955 dblp:conf/vda/KovalerchukDRV10 fatcat:nyejkfx4fben5hdgxfd6p4yjj4

Algebraic visual analysis

Anna A. Shaverdian, Hao Zhou, George Michailidis, H. V. Jagadish
2009 Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery Integrating Automated Analysis with Interactive Exploration - KDD '09  
While many clever techniques have been proposed for visual analysis, most of these are "one of" and it is not easy to see how to combine multiple techniques.  ...  We propose an algebraic model capable of representing a large class of visual analysis operations on graph data.  ...  ACKNOWLEDGEMENTS The research is supported in part by NSF grant numbers 0438909 and 0808824 and NIH 1-U54-DA021519. REFERENCES  ... 
doi:10.1145/1562849.1562858 dblp:conf/kdd/ShaverdianZMJ09 fatcat:ssnxgii5gbc4vlxo4ddzvs7sjq

A visual analytics framework for spatio-temporal analysis and modelling

Natalia Andrienko, Gennady Andrienko
2012 Data mining and knowledge discovery  
Hence, visual analytics methods and tools should enable not only discovery of patterns in data but also building of formal models representing the patterns.  ...  From the statistical analysis perspective, the framework demonstrates how time series analysis and modelling can be supported by interactive visual interfaces, particularly, in a case of numerous TS that  ...  Acknowledgments We are thankful to our colleagues who discussed with us our work and gave us helpful comments.  ... 
doi:10.1007/s10618-012-0285-7 fatcat:ad55xdevmfedpjtfkkhj46fkiu

Visualization-based discovery and analysis of genomic aberrations in microarray data

Chad L Myers, Xing Chen, Olga G Troyanskaya
2005 BMC Bioinformatics  
We have developed ChARMView, a visualization and analysis system for guided discovery of chromosomal abnormalities from microarray data.  ...  Our system facilitates manual or automated discovery of aneuploidies through dynamic visualization and integrated statistical analysis.  ...  , and Maitreya Dunham for providing biological data and input about functionality.  ... 
doi:10.1186/1471-2105-6-146 pmid:15953389 pmcid:PMC1181623 fatcat:tazffzbxjzclronvsmlhrl477e

A Scientometric Analysis and Visualization Discovery of Enhanced Recovery After Surgery

Mingjie Zhang, Xiaoxue Wang, Xueting Chen, Zixuan Song, Yuting Wang, Yangzi Zhou, Dandan Zhang
2022 Frontiers in Surgery  
This report aimed to perform a scientometric analysis of the ERAS research status and research hotspots.MethodsComprehensive scientific mapping analysis of a wide range of literature metadata using the  ...  CiteSpace network analysis revealed 15 highly correlated cluster ERAS studies, and the earliest study was on colonic surgery, and ERAS was recently applied in cardiac surgery.  ...  ACKNOWLEDGMENTS The authors would like to express their appreciation to Massimo Aria and CM Chen, who invented the bibliometrix and CiteSpace, which are free to use.  ... 
doi:10.3389/fsurg.2022.894083 fatcat:jj5prnrl6vcedg27hemkihjzyu

A prototype discovery environment for analyzing and visualizing terascale turbulent fluid flow simulations

John Clyne, Mark Rast, Robert F. Erbacher, Jonathan C. Roberts, Matti T. Grohn, Katy Borner
2005 Visualization and Data Analysis 2005  
ABSTRACT Scientific visualization is routinely promoted as an indispensable component of the knowledge discovery process in a variety of scientific and engineering disciplines.  ...  for their analysis.  ...  The authors would also like to acknowledge Joseph Mendoza for keeping our systems running, post-processing an enormous amount of data, and generating countless images and animations.  ... 
doi:10.1117/12.586032 dblp:conf/vda/ClyneR05 fatcat:46wb2coobfhdhgp7sgentcpplq

Progressively consolidating historical visual explorations for new discoveries

Kaiyu Zhao, Matthew O. Ward, Elke A. Rundensteiner, Huong N. Higgins, Pak Chung Wong, David L. Kao, Ming C. Hao, Chaomei Chen
2013 Visualization and Data Analysis 2014  
Each model can be a a computationally extracted or user-defined subset that contains a certain degree of interest and might lead to some discoveries.  ...  The accumulated interestingness keeps track of historical exploration and helps the user summarize their findings which can lead to new discoveries.  ...  RELATED WORK Many terms have been used to describe data analysis and knowledge discovery that is done in stages, such as incremental, progressive, and ensemble-based.  ... 
doi:10.1117/12.2041342 dblp:conf/vda/ZhaoWRH14 fatcat:2dvjh5e445htdcfdkfnd6jblha

Generic visual analysis for multi- and hyperspectral image data

Björn Labitzke, Serkan Bayraktar, Andreas Kolb
2012 Data mining and knowledge discovery  
visual analysis by means of visual exploration.  ...  In this context, we address the problem of interactive exploration of multi-and hyperspectral data, consisting of (semi-)automatic data analysis and scientific visualization in a comprehensive fashion.  ...  Furthermore, the Raman datasets are kindly provided by the Research Group for High Frequency and Quantum Electronics at the University of Siegen.  ... 
doi:10.1007/s10618-012-0283-9 fatcat:rbyataemhzbf7apbulbjy7b6la
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