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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Research Interests
About me
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Posts
Data Specifications and Requrirements Analysis
Published:
What data do we need?
Data Collections, Organization, and Clearning
Published:
Collect the data in a well defined format and clearn it.
Data Modeling and Management
Published:
Model the data for storing them into database. Data management, data query and information retrieval, information security.
Data Analytics
Published:
Statistics data analysis, machine learning based data analysis, and deep learning based data analytics.
Exploratory Data Analysis
Published:
Conduct exploratory data analysis, develop hyperthesis, visualize it and reduce dimensionality if it is necessary.
publications
A Machine Learning Based Framework for Verification and Validation of Massive Scale Image Data
Published in IEEE Transactions on Big Data, 2017
Recommended citation: J. Ding, X. Hu, V. Gudivada, (2017). "A Machine Learning Based Framework for Verification and Validation of Massive Scale Image Data." IEEE Transactions on Big Data. DOI: 10.1109/TBDATA.2017.2680460.
Resolving power of diffraction imaging with an objective: a numerical study
Published in Optics Express, 2017
Recommended citation: W. Wang, J. Liu, J.Q. Lu, J. Ding, X. Hu, (2017). "Resolving Power of Diffraction Imaging with an Objective: A Numerical Study " Optics Express. vol.25(9). DOI: 10.1364/OE.25.009628
Data Quality Considerations for Big Data and Machine Learning
Published in International Journal on Advances in Software, 2017
Recommended citation: V. N. Gudivada, A. Apon, and J. Ding. (2017). "Data Quality Considerations for Big Data and Machine Learning: Going Beyond Data Cleaning and Transformations." International Journal on Advances in Software. vol.10(1&2), June 2017.
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
INFO 4907: Data Visualization
Undergraduate, University of North Texas, Department of Information Science, 2018
INFO 5709: Data Visualization and Communication
Graduate, University of North Texas, Department of Information Science, 2018