Research Algorithms

Superpixel Segmentation (SLIC) Algorithm

What is Superpixel Segmentation (SLIC) ? Superpixel segmentation is a fundamental concept in computer vision that aims to group pixels into perceptually meaningful atomic regions called superpixels. Instead of processing…

Opportunistic Load Balancing Algorithm

What is Opportunistic Load Balancing Algorithm? The Opportunistic Load Balancing (OLB) Algorithm is a classical static load balancing technique primarily used in parallel computing and cloud computing environments. The core…

Louvain Algorithm

Community detection is one of the most important problems in network science: given a graph, how do we find groups of nodes that are more densely connected to each other…

Glowworm Swarm Optimization (GSO) Algorithm

What is Glowworm Swarm Optimization Algorithm The Glowworm Swarm Optimization Algorithm (GSO) is a nature-inspired, swarm-intelligence optimization algorithm that simulates the collective behavior of glowworms to locate multiple optima in…

Label Propagation Algorithm

What is Label Propagation Algorithm? Label Propagation Algorithm (LPA or LAP) is a simple, fast, and intuitive semi-supervised (and unsupervised) graph-based method for community detection and label inference on graphs.…

Random Forest Algorithm

What is Random Forest? Random Forest is an ensemble learning method for classification and regression that builds a collection (a “forest”) of decision trees and combines their predictions to produce…

Latent Semantic Analysis

Latent Semantic Analysis (LSA) is a foundational technique in natural language processing and information retrieval that uncovers hidden (latent) relationships between words and documents. It transforms raw text into a…

Twofish Encryption Algorithm: Structure, Key Features & Security Applications Explained

What is Twofish Algorithm? A symmetric key block cipher called Twofish was created to safely encode and decrypt data. It supports key sizes of 128, 192, or 256 bits and…

Blowfish Encryption Algorithm: Structure, Features, and Comparison with AES & DES

What is Blowfish Algorithm? A symmetric key block cipher called Blowfish was created to offer a quick, safe, and open encryption technique. It uses a variable-length key that ranges from…

Stateful Packet Inspection (SPI): How It Works, Benefits & Role in Network Security

What is SPI Algorithm? Firewalls are the main users of Stateful Packet Inspection (SPI), a network security technique that watches and filters incoming and outgoing network traffic according to the…