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Sattiraju Prabhakar's Home Page

I am currently an independent researcher. My current research interests are in Kernel Methods, Manifold Learning and Visualization Systems. I have been developing new techniques in these areas in a project: building visualization systems that learn to collaborate with task-oriented users in constructing visualizations on which the users can perform the task. In order to manage this complex project, I have been working on two complementing and interacting component projects. And Knowledge based Systems.

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SATTIRAJU PRABHAKAR

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Sattiraju Prabhakar's Home Page | adaptivevisualization.com Reviews
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I am currently an independent researcher. My current research interests are in Kernel Methods, Manifold Learning and Visualization Systems. I have been developing new techniques in these areas in a project: building visualization systems that learn to collaborate with task-oriented users in constructing visualizations on which the users can perform the task. In order to manage this complex project, I have been working on two complementing and interacting component projects. And Knowledge based Systems.
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Sattiraju Prabhakar's Home Page | adaptivevisualization.com Reviews

https://adaptivevisualization.com

I am currently an independent researcher. My current research interests are in Kernel Methods, Manifold Learning and Visualization Systems. I have been developing new techniques in these areas in a project: building visualization systems that learn to collaborate with task-oriented users in constructing visualizations on which the users can perform the task. In order to manage this complex project, I have been working on two complementing and interacting component projects. And Knowledge based Systems.

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1

Professional Activities of Dr. Sattiraju Prabhakar

http://www.adaptivevisualization.com/Professional.htm

Conference - Workshop Organization. Tenure Track Assistant Professor. August 2002 - May 2007. Wichita State University, Wichita, KS, USA. August 1999 - July 2002. USC Information Sciences Institute. Marina del Rey, CA, USA. Equivalent to Assistant Professor in USA): March 1991 - June 2000. School of Computing Sciences (Currently Faculty of Information Technology). University of Technology, Sydney, Australia. Jan 1995 - June 1995. Georgia Institute of Technology, Atlanta, Georgia, USA. Jan 1990 - June 1990.

2

Learning Algorithms for Visualization

http://www.adaptivevisualization.com/LearningAlgorithms.html

Learning Algorithms for Visualization and User Interaction. Learning to Visualize Data and Interact. We are developing semi-supervised and unsupervised machine learning algorithms that collaborate with users to develop visualizations that the users can use. This work is based on the techniques from the following areas. Several areas of Nonlinear Dimensionality Reduction. Learning to Support another Learner. Autonomous Agents as Adaptive Perceptual Interfaces. Learning to Visualize and Interact.

3

Publications

http://www.adaptivevisualization.com/publications_subject.html

Multi-Pipeline Generative Architecture for Composing Visualization Configurations in Collaborative Learning. Submitted to Third ACM SIGCHI Symposium on Engineering Interactive Computing Systems,Pisa, Italy, June 2011. Automatic control of interactions between multiple pipelines. In preparation, to be submitted to The 2011 International Conference on Software Engineering Research and Practice, Las Vegas, Nevada , July 2011. Task Adaptive Visual Interfaces. Kernel based feature formulation for visualization.

4

User Driven Configurable Visualization Platform

http://www.adaptivevisualization.com/VisualizationSystems.html

User Driven Configurable Visualization Platform. The main objective for this work is to enable the user create new visualizations by interacting with the existing visualizations. The visualization system has the following main features. The visualization system is based on a new data flow architecture. This allows modularization and control at various stages of user interaction and visualization. New Pipeline Generative System:. Integrating Machine Learning Algorithms:. The visualization system integrate...

5

Case based Adaptation using Model based Reasoning

http://www.adaptivevisualization.com/CaseBasedReasoning.html

This research work has started in 1988 and continues. It is done mainly in collaboration with Associate Professor Ashok K. Goel. This work has focussed on two basic issues in reusing the problem solving knowledge of an intelligent system for a new problem. Development of new representations that can capture problem solving knowledge such that it can be reused for solving new problems. This work has been conducted at the Laboratory for Artificial Intelligence Research. This work simulates the interaction ...

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Sattiraju Prabhakar's Home Page

I am currently an independent researcher. My current research interests are in Kernel Methods, Manifold Learning and Visualization Systems. I have been developing new techniques in these areas in a project: building visualization systems that learn to collaborate with task-oriented users in constructing visualizations on which the users can perform the task. In order to manage this complex project, I have been working on two complementing and interacting component projects. And Knowledge based Systems.

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