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Machine Learning
Practical applications using supervised learning, unsupervised learning and deep learnning based projects are carried out in this domain. Some ongoing students projects are:
- Decision-tree based automated prediction of infant low birth weight.
- HOG and Dimensional Feature based vehicle classification for parking slot allocation.
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Image Processing and Computer Vision
This domain focuses on research problems in the areas of
- Biometric recognition
- Disease detection & prediction using biomedical images
- Object detection
- Document image analysis (Optical character recognition)
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Natural Language Processing
Some recent projects in this domain are:
- Automated text summarisation of e-repositories from digital library
- Hate speech detection in social networks
- Depression detection in social network posts
- Sentiment analysis
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Data Science
Some recent projects are:
- The effect of evolutionary algorithm in gene subset selection for cancer classification
- Disease prediction using microbiome data
- Phishing email detection in e-Banking using data mining techniques