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TeQResearch – Research Tutorial for Computer Science and Technologies
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TeQResearch – Research Tutorial for Computer Science and Technologies
  • Home Page
  • Computer Networks
    • Ad Hoc Networks
    • Network Security
    • Internet of Things (IoT)
    • Sensor Networks
  • Data Science and AI
    • Data Mining
    • Machine Learning
    • Deep Learning
    • Natural Language Processing
    • Big Data Analytics
    • Image Processing
  • Computing Technologies
    • Cloud Computing
    • Evolutionary Computing
    • Mobile Computing
    • Quantum Computing
    • Edge and Fog Computing
  • Software and Systems
    • Database Management Systems
    • Operating Systems
    • Software Engineering
    • Cybersecurity
    • Blockchain
  • Scholar Resources
    • Research Algorithms
    • Research Implementations
    • Research Grants Infos
    • Research Journals Infos

Posts by tag

Machine Learning

13 posts
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  • Data Mining
  • Data Science and AI
  • Machine Learning
  • Research Algorithms

Infomap Algorithm

  • April 12, 2026
  • Arun Prakasam
What is Infomap Algorithm? The Infomap Algorithm is a powerful method used for community detection in complexnetworks. It is based on principles from information theory, particularly the idea of compressing…
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Walktrap Algorithm
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  • Data Mining
  • Data Science and AI
  • Machine Learning
  • Research Algorithms

Walktrap Algorithm

  • April 8, 2026
  • Arun Prakasam
What is Walktrap Algorithm? The Walktrap Algorithm is a community detection technique used in network analysis to identify clusters (or communities) within a graph. It is based on the principle…
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LightGBM
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  • Data Mining
  • Machine Learning
  • Research Algorithms

LightGBM Algorithm

  • February 22, 2026
  • Arun Prakasam
What is LightGBM Algorithm? LightGBM (Light Gradient Boosting Machine) is a high-performance, distributed, and efficient implementation of the Gradient Boosting Decision Tree (GBDT) framework developed by Microsoft. It is designed…
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CatBoost
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  • Big Data Analytics
  • Data Mining
  • Data Science and AI
  • Machine Learning
  • Research Algorithms

CatBoost Algorithm

  • February 19, 2026
  • Arun Prakasam
What is CatBoost Algorithm? CatBoost (Categorical Boosting) is a gradient boosting algorithm developed by Yandex. It is specifically designed to handle categorical features efficiently and automatically, without requiring extensive preprocessing…
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superpixel
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  • Data Science and AI
  • Image Processing
  • Research Algorithms
  • Scholar Resources

Superpixel Segmentation (SLIC) Algorithm

  • January 14, 2026
  • Arun Prakasam
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…
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Louvain
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  • Big Data Analytics
  • Data Mining
  • Data Science and AI
  • Research Algorithms

Louvain Algorithm

  • December 10, 2025
  • Arun Prakasam
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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Label Propagation Algorithm
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  • Data Mining
  • Data Science and AI
  • Machine Learning
  • Natural Language Processing
  • Research Algorithms

Label Propagation Algorithm

  • November 22, 2025
  • Arun Prakasam
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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Gradient Boosting
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  • Data Mining
  • Data Science and AI
  • Machine Learning

Gradient Boosting Algorithm

  • November 10, 2025
  • Arun Prakasam
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…
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girvan newman
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  • Big Data Analytics
  • Data Mining
  • Data Science and AI

Girvan–Newman Algorithm

  • November 7, 2025
  • Arun Prakasam
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”…
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NLP
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  • Data Science and AI
  • Natural Language Processing

Top 10 Research Areas in Natural Language Processing (NLP)

  • October 26, 2025
  • Arun Prakasam
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…
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