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VisDB and Pixel Bar Charts ... hierarchies, etc.) Visualization Technique (standard 2D/3D, ... Data Analysis E-commerce example Comparison of Parallel ...
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VisDB. Visual Data Mining and Database Exploration. Ming Luo. Rui Yang. Characteristics ... Easy to slightly adjust the selection condition in a query. Graphic ...
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... for a good Visualization System to explore large databases: ... Interactive data exploration. Users initially specify their queries, using some query language. ...
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Multi-Dimensional Data Visualization cs5984: Information Visualization Chris North Data Space Multi-dimensional: databases, 1D: timelines, 2D: maps, 3D ...
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Tablelens: similar to par-coords. more items with aggregation ... samel. Bioinformatics experiment vis in context -Quoc. Gene patterns? ...
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Multi-Dimensional Data Visualization cs5764: Information Visualization Chris North Review What is the Visualization Pipeline? What are the steps of Visual Mapping?
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Ask what-if questions spontaneously while working through a problem ... Easy / intuitive conveyance of information. Mathematically / algorithmically rigorous ...
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The role of visualization in the process of data mining. The patterns being sought: clusters ... Use visualization techniques to steer the data mining process. ...
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Assignment next week (1-D) Read for Tues: Plaisant, 'Lifelines', p 285. c. roach, margaret. Mackinlay, 'Perspective Wall', web ...
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What is the purpose of visualization? What is our class motto? How can ... Parallel Coordinates. Inselberg, 'Multidimensional detective' (parallel coordinates) ...
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'position' is 1st in Cleveland's rules. Uniform treatment of ... Complex glyphs: For each location, show vis of all attributes. Multi-Dimensional. Functions ...
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Title: No Slide Title Author: Hany Saleeb Last modified by: Hany Saleeb Created Date: 6/19/1998 4:38:52 AM Document presentation format: On-screen Show
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Motivation 'Necessity is the mother of invention' Data explosion problem: ... We are drowning in data, but starving for knowledge! Data is everywhere ...
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Create synthetic data sets containing these features (also validate) ... Create and administer user tests to evaluate effectiveness of algorithm to ...
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Journals: Machine Learning, Artifical Intelligence, ... Reminder: Course Organization Passing the course: min 30 points home exam: min 13 points (max 30 points) ...
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Data comes in many different forms. Typically, not in the way you want it ... Often, we take raw data and transform it into a form that is more workable. Main idea: ...
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Title: Integration of Deduction and Induction for Mining Supermarket Sales Data Author: Dino Pedreschi Last modified by: Fosca Giannotti Created Date
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Sub-sequence Search Module. Data Mining: An Overview from a Database Perspective ... New York Knicks use data mining to gain a competitive advantage. Astronomy ...
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brown black blonde red. 2.9 3.7 3.4 2.1. Spring 2002. CS 7450. 8. Example. Baseball. statistics ... Cute applets: Spring 2002. CS 7450. 19. Star Plots. Var 1 ...
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Computer supported analysis and assessment in production processes. 11/05 ... Potential application of Mobile Assistant ... reasoning: e.g., IMACS ...
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Special Topics In Database Sadra Abedinzadeh Ashkan Zarnani Farzad Peyravi Outline Motivation and General Description Data Warehousing: Basic Concepts and Techniques ...
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Fraudulent pattern analysis and the identification of unusual patterns ... decision tree a majority voting is performed to assign a class label to the leaf ...
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cases, tuples, data points, rows, ...) Data Values. Data Types: Quantitative. Ordinal. Categorical/Nominal. Visual Mapping. Map: data items visual marks. Visual marks: ...
