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Akshay S

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

3

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141

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0

Scholarly Papers (3)

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1.

Hybrid Deep Learning and Machine Learning Framework for Automated Pneumonia Detection in Chest X-ray Images

Number of pages: 15 Posted: 27 Aug 2025 Last Revised: 10 Mar 2026
Akshay S and Sneha Kashyap
affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 64 (924,743)

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Pneumonia Detection, Chest X-ray Analysis, VGG16, ResNet, PCA, SVM, Random Forest

2.

Eyemap: A Fusion-Based Method for Eye Movement-Based Visual Attention Maps as Predictive Markers of Parkinsonism

Number of pages: 25 Posted: 15 Jul 2025
Akshay S, Amudha J, Amitabh Bhattacharya, Nitish Kamble and Pramod Kumar Pal
affiliation not provided to SSRN, affiliation not provided to SSRN, National Institute of Mental Health and Neuro Sciences, National Institute of Mental Health and Neurosciences and National Institute of Mental Health and Neurosciences (NIMHANS)
Downloads 47 (1,097,529)

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Eye Tracking, Gaze Visualization, Classification, Human-Computer Interaction, Visual Attention, Machine Learning, deep learning

3.

Cganed Actor-Critic-Cdbn: Reinforcing Face Emotion Recognition Via Actor-Critic Convolutional Deep Belief Network Utilizing Generative Adversarial Network Data

Number of pages: 23 Posted: 15 Jul 2025
Akshay S, Jnana Sai S R, Sinchana B R, Kannan M and Adwitiya Mukhopadhyay
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Christ University and affiliation not provided to SSRN
Downloads 30 (1,318,317)

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Face emotion recognition, model-free reinforcement learning (Actor-Critic), Convolutional Deep Belief Network, Conditional Generative Adversarial Network, Improved ACCDBN