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Dr Pradeepa P

vidwan id: 636782
Female

Assistant Professor,
MAR IVANIOS COLLEGE

Expertise

  • Computer Science Artificial Intelligence

Publications

Total Articles 8
Books 0
Proceedings 0

Publications

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Bio

Machine Learning: Proficient in building and deploying ML models using libraries such as TensorFlow, PyTorch, and Scikit-learn. Experienced in supervised and unsupervised learning, deep learning architectures, and performance optimization. Skilled in data preprocessing, feature engineering, and model evaluation techniques. Practical exposure to real-world projects involving image classification, natural language processing, and time-series forecasting. Familiar with MLOps practices, inc

Personal Details

  • Female
  • Assistant Professor , MAR IVANIOS COLLEGE
  • Chekkalamukku,Sreekaryam
Ph.D
Noorul Islam Centre for Higher Education 2024
MCA
Other Institute 2008
Assistant Professor Jul 2025 – Present
MAR IVANIOS COLLEGE
Assistant Professor Aug 2022 – Jun 2025
Unknown Organization
Assistant Professor Jul 2015 – Aug 2022
Unknown Organization

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Scholarly Work

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Scholarly Publications

Chronic Kidney Disease Prediction Using Improved Deep Belief Network with Local Nearest Neighbour Optimization

Open Access
article
Authors: Pradeepa P, M.K. Jeyakumar

Modelling of IDBN with LSNN based Optimal Feature Selection for the Prediction of CKD using Real Time Data

Open Access
article

Data Redundancy Removal using K-MAD based Self Tuning Spectral Clustering and CKD Prediction using ML Techniques

Open Access
article

Optimal Hybrid Atom Crow Optimization in Improved Deep Belief Network for Early Prediction of Chronic Kidney Disease

Open Access
conference paper
Authors: Pradeepa P, M.K. Jeyakumar

Performance Analysis of Chronic kidney Disease using Machine Learning Algorithm

Open Access
conference paper
Authors: Pradeepa P, M.K. Jeyakumar

Performance Analysis of Chronic kidney Disease using Machine Learning Algorithm

Open Access
conference paper
Authors: Pradeepa P, M.K. Jeyakumar

An Efficient Self-Tuning Spectral Clustering Algorithm for Chronic Kidney Disease Prediction

Open Access
conference proceedings
Authors: Pradeepa P, M.K. Jeyakumar

Comparative Analysis of Feature Selection Algorithms in Chronic Kidney Disease Dataset

Open Access
conference paper
Authors: Pradeepa P, M.K. Jeyakumar