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Mitali Vijay Bhiwande's Projects

boolean-relevance-model icon boolean-relevance-model

Implemented the Boolean relevance model using Apache Lucene for information retrieval by retrieving postings list for each term based on Term-at-a-time and Document-at-a-Time indexing technique and performing query processing on them.

clustering-algorithms icon clustering-algorithms

Colelction of various clustering algorithms including K means, HAC, DBscan. Also includes Hadoop, MapReduce, implementation of K mean algorithm

datascience icon datascience

Statistical Analysis of data and predicting results using R, Jupyter, Apache Spark and Hadoop. Visualization of data for New York City Crime rate till 2016 using Tableau and prediction for 2017-2018.

dynamic-circle-detection icon dynamic-circle-detection

A program to automatically detect overlapping circles in an image dynamically using Simple Blob detector.

engineering-educators icon engineering-educators

CSE 542 - Software Engineering Concepts Project. Creating a software which is a complete tutoring system, for engineering students.

imageprocessing icon imageprocessing

A collective work of various image processing techniques developed using Python as a part of course CSE 573, University at Buffalo.

ir-model-evaluation icon ir-model-evaluation

Indexed Twitter data in three distinct languages and implemented the BM25, Vector Space Model and DFR relevance models by tuning the parameters for obtaining optimal query processing results.

practice icon practice

Collection of practice problems from various sources

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