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…
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Research Algorithms
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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…
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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.…
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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…
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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…
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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…
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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…
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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…
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Diffie-Hellman Key Exchange Algorithm: Working, Applications & Security Explained
What is Diffie-Hellman Key Exchange Algorithm? A cryptographic protocol called the Diffie-Hellman Key Exchange Algorithm enables two parties to safely create a shared secret key via an unsecure communication channel…
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Advanced Encryption Standard (AES) Algorithm
What is Advanced Encryption Standard (AES) Algorithm? Digital data is secured using the Advanced Encryption Standard (AES), a symmetric key encryption method. It replaced the earlier Data Encryption Standard (DES),…
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