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Analysis of Gene Expression Data forGlioma Grade Classification andSurvival Time Prediction
(2020-08-16)
A glioma is a sort of tumor that begins in the glial cells of the brains or the spine. Gliomas contain around 30 percent of all brain tumors and focal sensory system tumors and 80 percent of all dangerous brain tumors. ...
A Novel Approach to Predict the Origin of Replication
(2021-01-15)
In the genome of every species, there exists an origin, known as the origin of replication (ORI), from where the genome starts to replicate itself during the process of cell division. Finding out this origin; is therefore ...
Convolutional Neural Networks with Image Representation of Amino Acid Sequences for Protein Function Prediction
(2021-12)
Proteins are one of the most important molecules that govern the cellular processes in organisms. Various functions of the proteins are of paramount importance to understand the basics of life. Several supervised learning ...
Web Application for Churn Prediction
(2022-03-30)
Customers are the driving force for a business to thrive. To make a new product, decisions have to be made whether this is something which the customers will resonate with. This is why it is absolutely necessary to understand ...
Improving Machine Learning Methods for Handling Data Imbalance Problem
(2022-07)
Class unbalanced datasets are widespread in various fields, including health, security, and banking. When dealing with imbalanced datasets, a standard supervised learning algorithm is biased toward the dominant class. In ...
Accurately Predicting Microbial Phosphorylation Sites Using Evolutionary and Structural Features
(2022-11-11)
Post-translational modification (PTM) is a biological process involving a protein’s enzymatic changes after its translation by the ribosome. Phosphorylation is one of the most critical PTMs that occurs when a phosphate ...