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Book Synopsis

Evaluating Transfer Learning Models for Indian Rice Classification: The Impact of a Proposed Lightweight Deep Learning.- Defensive Classifier Methods: Feature Extraction and 
Behavior Analysis for Prediction.- Enhancing Core Stability in Federated Learning through Optimal Client Selection.- Machine Learning based Ensemble Learning approach 
for Malware Family Classification Using Visual File Representations.- Transformer Network Based Deep Learning Approach in Customised Dynamic Dietary Endorsements for Chronic Diseases.- Style Infusion: Leveraging Diffusion Process for Style Transfer.- Empowering Emotional Intelligence in Healthcare: ML-Based Facial and speech Emotion Recognition for 
Patient-Centered Systems.- Confirming the need for hyperparameter tuning of Kalman Filter in Weather Forecasting.- Hierarchy for selection of power efficient data-path multiplier hardware for high performance applications.- Performance Improvement in Aperture-Coupled Rectangular DRAs Using Reflector for 5.5 GHz Wireless Communication.

Innovations and Advances in Cognitive Systems

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    A Hardback by S. D. Prabu Ragavendiran

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      Publisher: Springer
      Publication Date: 9/17/2025
      ISBN13: 9783031977084, 978-3031977084
      ISBN10: 3031977084
      Also in:
      Artificial intelligence (AI)

      Description

      Book Synopsis

      Evaluating Transfer Learning Models for Indian Rice Classification: The Impact of a Proposed Lightweight Deep Learning.- Defensive Classifier Methods: Feature Extraction and 
      Behavior Analysis for Prediction.- Enhancing Core Stability in Federated Learning through Optimal Client Selection.- Machine Learning based Ensemble Learning approach 
      for Malware Family Classification Using Visual File Representations.- Transformer Network Based Deep Learning Approach in Customised Dynamic Dietary Endorsements for Chronic Diseases.- Style Infusion: Leveraging Diffusion Process for Style Transfer.- Empowering Emotional Intelligence in Healthcare: ML-Based Facial and speech Emotion Recognition for 
      Patient-Centered Systems.- Confirming the need for hyperparameter tuning of Kalman Filter in Weather Forecasting.- Hierarchy for selection of power efficient data-path multiplier hardware for high performance applications.- Performance Improvement in Aperture-Coupled Rectangular DRAs Using Reflector for 5.5 GHz Wireless Communication.

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