Browsing by Subject "Machine Learning"
Now showing items 21-31 of 31
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Novel Class Detection in Concept Drifting Data Streams Using Decision Tree Leaves
(2018-10-24)Concept drifting data streams often occurs in weather forecasting, intrusion detection and other applications. One of the difficulties with handling concept drifting data streams is the existence of novel classes in the ... -
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 ... -
Novel Feature Extraction for Predicting Gram-Positive and Gram-Negative Bacteria Protein Sub-cellular Localization
(2017-11-25)Protein sub-cellular localization is defined as predicting the functioning location of a given protein in the cell. It is considered an important step towards protein function prediction and drug design. In this study, we ... -
Pattern Mining From Unlabeled News Article Dataset Using Semi-Supervised Learning
(2023-03-11)Text classification is one of the prominent tasks in the field of Natural language Processing as day by day the amount of textual data is growing rapidly, Therefore it is an emergent demand to build some kind of knowledge ... -
Prediction of Lysine-Malonylation Sites via Sequential and Physicochemical Features
(2018-10)Lysine Malonylation is Post Translational Modification responsible for Type2 diabetes, Cancer etc. It is a challenging problem as the data from kmal studies are highly imbalanced. In this work we propose Hybrid sampling a ... -
Prediction of Protein methylation sites of lysine residues using machine learning algorithms
(2023-03-11)Post Translational Modification (PTM) plays an essential role in the biological and molecular mechanisms. They are also considered as a vital element in cell signaling and networking pathways. Among different PTMs, Methylation ... -
Question and Accepted Answer Recommendation System with a Generic Knowledge Mining Visualization Tool
(2018-01-31)With the increasing software developer community, questions answering (QA) sites, such as StackOverflow, Quora, Yahoo Answer etc. have been gaining its popularity. Hence, in recent years, millions of users are posting in ... -
Review of AI, ML and IoT Application in Supply Chains from the Perspective of Developing Countries
(2023-11-26)This paper examines how changes are occurring in the management of supply chain from the perspective of digitization—the combination of supply chain procedures and technology. The introductory section highlights the ... -
Scalable Decision Tree Induction For Mining Big Data
(2019-05-22)Big data mining is one of the major challenging research issues in the field of machine learning for data mining applications in this present digital era. Big data consists of 3V's: (1) volume - massive amount of data/ ... -
Subcellular Localization of Multi-class Proteins Using Label Power-set Encoding
(2018-06-30)As knowledge is essential in all research or even research initiative. Therefore, biologists always try to know where a protein resides in a cell . They can elucidate the functions of the protein with this revelation. Armed ... -
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 ...