Gradient Boosting Algorithm
Gradient Boosting is one of those rare ideas in machine learning that’s both simple at its core and remarkably powerful in practice. From credit scoring and click-through prediction to anomaly…
Share
Posts by author
Arun Prakasam
121 posts
Grey Wolf Optimization (GWO)
What is Grey Wolf Optimization (GWO)? Grey Wolf Optimization (GWO) is a nature-inspired, population-based metaheuristic proposed in 2014 by Seyedali Mirjalili and colleagues. It models the social hierarchy and hunting…
Share
Girvan–Newman Algorithm
What is the Girvan–Newman Algorithm? The Girvan–Newman (GN) algorithm is a classic community detection method for networks (graphs). It identifies clusters (communities) by iteratively removing edges that act as “bridges”…
Share
Linear Regression
What is the Linear Regression Algorithm? Linear regression is a supervised learning algorithm that models the relationship between one or more input variables (features) and a continuous output variable (target)…
Share
Krill Herd Algorithm (KHA)
What is Krill Herd Algorithm? A Meta heuristic optimization algorithm inspired by nature, the Krill Herd Algorithm (KHA) simulates the swarming behavior of krill in the ocean. In 2012, Gandomi…
Share
Top 10 Research Areas in Natural Language Processing (NLP)
Natural Language Processing (NLP) is one of the most dynamic fields in artificial intelligence, driving breakthroughs in communication between humans and machines. This blog explores the Top 10 Research Areas…
Share
Top 10 Research Areas in Software Engineering for PhD Scholars
Introduction Embarking on a PhD journey in software engineering (SE) requires more than selecting a topic — it demands insight into the current landscape of research, an understanding of where…
Share
Database Management Systems: Concepts, Types, and Examples
This article provides a beginner-friendly yet comprehensive overview of Database Management Systems (DBMS) — the backbone of modern data handling. It explains the core concepts, types, and real-world examples of…
Share
Sigfox : Low-Power IoT Connectivity
Introduction In today’s interconnected world, the Internet of Things (IoT) plays a crucial role in transforming how devices communicate and share information. From smart homes and cities to agriculture and…
Share
Blockchain Security Challenges and Future Research Directions
Introduction In today’s hyperconnected world, blockchain technology has emerged as a revolutionary framework redefining trust, transparency, and data integrity across industries. Originally introduced as the underlying technology for Bitcoin, blockchain…
Share