DIPAM PAUL
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DIPAM PAUL
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Projects
Lord of the Machines - Data Science Hackathon
Precicting the user click probability of links inside a mailer for e-mail campaigns using gradient boosting algorithms.
Quora Insincere Questions Classification
Deep learning for detecting insincere questions posted on Quora. This will aid to improve online conversations on Quora by impeding toxic content.
Predictive Maintenance for Digital Factory Automation
Estimate the probability of failure of rotary machines and their remaining useful life (RUL) before the actual failure takes place.
Recurrent Capsule Networks
A novel architecture inspired by capsule networks for semantic text classification.
Wearable Posture Analyzer and Improvement System
Track user posture and provide suggestions to improve his/her posture using machine learning.
Automatic Number Plate Recognition System
An automatic number plate recognition system for Indian car license plates using traditional image processing techniques and convolutional neural networks.
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Publications
Super Learner Model to Detect Abnormalities - OCT and blood smear imaging case studies (35th AAAI 2021)
OCTx: Ensembled Deep Learning Model to Detect Retinal Disorders (33rd IEEE CBMS)
A Robust Approach With Text Analytics for Bengali Digit Recognition
Dipam Paul
RA @ CMU, EmoryU