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Dr. Ashesh Mahidadia
Research Interests
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Artificial Intelligence.
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Machine Learning.
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Data Mining and Analytics
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Knowledge Discovery in Databases
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Knowledge Based Systems.
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Model Based Reasoning.
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Inductive Logic Programming.
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Human Computer Interaction.
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Decision Support Systems.
Justaid: Helping Researchers To Construct Scientific Models
It is very difficult, if not impossible, for researchers to manually
evaluate and revise their scientific models using a vast amount of relevant information
now available to them.
JustAid, a new tool for scientific discovery, successfully integrates techniques from Knowledge Acquisition
and Machine Learning in a way that complements their strengths to overcome
their weaknesses, and provides an interactive environment to help researchers
in a process of scientific discovery. JustAid can use information stored in medical
databases and assist experimental scientists in forming, testing and revising
scientific models, without a need of a knowledge engineer. JustAid
has been applied to a real world problem in the area of neuroendocrinilogy, a branch of physiology.
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