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Publications

Kavita’s select publications

Multi-factor clustering for a marketplace search interface

Abstract Search engines provide a small window to the vast repository of data they index and against which they search. They try their best to return the documents that are of …

Discovering Related Clinical Concepts Using Large Amounts of Clinical Notes

In this work, we explore an unsupervised graphical approach to mine related concepts by leveraging the volume within large amounts of clinical notes. Our evaluation shows that we are able …

Comprehensive Review of Opinion Summarization

This survey zooms into recent research in the area of opinion mining summarization, which is related to generating effective summaries of opinions so that users can get a quick understanding …

About Kavita

Kavita Ganesan is an AI consultant, advisor, and educator, and the founder of Opinosis Analytics. She works with senior executives to develop and implement their AI strategy.

With over 15 years of experience, Kavita has scaled and delivered multiple successful AI initiatives for fortune 500 companies as well as smaller organizations. She has also helped leaders and practitioners around the world through her blog posts, coaching sessions, and open-source tools.

Kavita holds a Masters degree in computer science from the University of Southern California, and a Ph.D. in computer science from the University of Illinois at Urbana Champaign, with specialization in Applied Artificial Intelligence.

Over the years, Kavita has developed strong expertise in NLP Applications, Search Technologies, Machine Learning, and AI Product and Project Management. She has been featured in CMSWire, Verizon, SDTimes, Techopedia, and Ted Magazine. To learn more about her patents and publications, visit: bit.ly/kavita-publications

Reader’s Thoughts

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Azaf Tanveer, Data Scientist Company1

“I arrived at your profile after going through your articles. They are a treasure trove of knowledge and really help me understand many of the topics prevalent in the field and industry.“

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“I recently got lucky to come across your article on AI strategy & then your series of blogs. I must admit your knowledge & skill of putting things in so easy & relative manner is outstanding & impressive.”