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Akademický článek

Bio-Inspired Hyperparameter Tuning of Federated Learning for Student Activity Recognition in Online Exam Environment

Autor: Ramu Shankarappa, Nandini Prasad, Ram Mohana Reddy Guddeti, Biju R. Mohan

Publikováno v: AI, Vol 5, Iss 3, Pp 1030-1048 (2024)

Nowadays, online examination (exam in short) platforms are becoming more popular, demanding strong security measures for digital learning environments. This includes addressing key challenges such as head pose detection and estimation, which are inte

Externí odkaz: https://doaj.org/article/519fc6ce4a9347c09f733f64f2a3a801

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Akademický článek

Channel Pruning of Transfer Learning Models Using Novel Techniques

Autor: Pragnesh Thaker, Biju R. Mohan

Publikováno v: IEEE Access, Vol 12, Pp 94914-94925 (2024)

This research paper delves into the challenges associated with deep learning models, specifically focusing on transfer learning. Despite the effectiveness of widely used models such as VGGNet, ResNet, and GoogLeNet, their deployment on resource-const

Externí odkaz: https://doaj.org/article/e45c645f1caf4c91bc29eae38e469b3a

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Akademický článek

Hybrid Bio-Optimized Algorithms for Hyperparameter Tuning in Machine Learning Models: A Software Defect Prediction Case Study.

Autor: Das, Madhusmita¹ (AUTHOR) biju@nitk.edu.in, Mohan, Biju R.¹ (AUTHOR), Guddeti, Ram Mohana Reddy¹ (AUTHOR), Prasad, Nandini¹ (AUTHOR)

Publikováno v: Mathematics (2227-7390). Aug2024, Vol. 12 Issue 16, p2521. 31p.

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Akademický článek

Hybrid Bio-Optimized Algorithms for Hyperparameter Tuning in Machine Learning Models: A Software Defect Prediction Case Study

Autor: Madhusmita Das, Biju R. Mohan, Ram Mohana Reddy Guddeti, Nandini Prasad

Publikováno v: Mathematics, Vol 12, Iss 16, p 2521 (2024)

Addressing real-time optimization problems becomes increasingly challenging as their complexity continues to escalate over time. So bio-optimization algorithms (BoAs) come into the picture to solve such problems due to their global search capability,

Externí odkaz: https://doaj.org/article/44048760d7e64c2bb145ab6e0f4376d6

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Akademický článek

Study on the sentimental influence on Indian stock price

Autor: Renju Rachel Varghese, Biju R. Mohan

Publikováno v: Heliyon, Vol 9, Iss 12, Pp e22788- (2023)

The rapidly increasing scientific research on the stock market and the visible impact of media on equity prices are nowadays in limelight. To a greater extent, causal analysis can reckon the sentimental effect of the broadcasted content on stock valu

Externí odkaz: https://doaj.org/article/d31b41d479fe42c6b47b8b13460ec87a

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