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Book Synopsis

Impact the accuracy of AQI predications using Human-AI teaming.- Predicting Stroke Risk: A Machine Learning Approach.- Vehicle Recognition System for Intelligent Traffic System using Feed-Forward Neural Network Techniques.- Optimized Pothole Detection with a Fine-Tuned YOLOv8 Model and Depth Estimation on Indian Roadways using monocular vision method.- Detection of  DDOS Attacks in IoT Based Smart Home Networks using ML Algorithms.- Improved Brain Tumor Detection Using an Enhanced VGG-19 Model with Modified Stochastic Gradient Descent Optimizer.- Radial Pulse Pattern Recognition Using Deep Learning.- Full Paper: Improved LinkNet model with Statistical and Deep Feature Extractors for Breast Cancer Detection with Mammogram Image.- Algorithmic Simplicity: A Step Towards Intelligent Analysis.- Leveraging Big Data Analytics in Biomedical Informatics for Early Disease Detection and Personalized Treatment Plans to Improve Health Outcomes and Reduce Healthcare Costs.- AI-based neurological disease detection for early diagnosis.- Innovation In Indian Sign Language For Deaf And Dumb Individual Using Deep Learning.- Segmentation of Dermatoscopic images using wavelet Transform.- LBP features in cattle age estimation: Optimized Feature Engineering Pipeline.- Shape-aware thoracic edge map chest x-ray representation for pulmonary abnormality screening.- Retrieval of Kannada vachanas based on philosophical meaning using machine learning.- Advancing Text-to-Video Models: A study of Schedulers and Learning Techniques in Video Synthesis.- Enhancing Signature Detection from Scanned Documents Using Hybrid Detection Model and Post Processing.- Enhancing Indian Traffic Sign Detection Efficiency with Iterative Training Techniques and Augmentation.- Analysis of Explainable AI Techniques in a Computer Vision-based Maritime Surveillance System.- Adaptive Localization Strategies for Underwater WSNs: The PSO-AUV Hybrid Model.- A Hybrid Transformer Model for Robust  Multimodal Emotion Recognition Using Audio  and Text Data.- MIVT: Medical-Informed Vision Transformer for Early Epilepsy Diagnosis.

Data Analytics and Learning

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    A Paperback by D. S. Guru

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      Publisher: Springer
      Publication Date: 03/10/2025
      ISBN13: 9789819695324, 978-9819695324
      ISBN10:
      Also in:
      Artificial intelligence (AI)

      Description

      Book Synopsis

      Impact the accuracy of AQI predications using Human-AI teaming.- Predicting Stroke Risk: A Machine Learning Approach.- Vehicle Recognition System for Intelligent Traffic System using Feed-Forward Neural Network Techniques.- Optimized Pothole Detection with a Fine-Tuned YOLOv8 Model and Depth Estimation on Indian Roadways using monocular vision method.- Detection of  DDOS Attacks in IoT Based Smart Home Networks using ML Algorithms.- Improved Brain Tumor Detection Using an Enhanced VGG-19 Model with Modified Stochastic Gradient Descent Optimizer.- Radial Pulse Pattern Recognition Using Deep Learning.- Full Paper: Improved LinkNet model with Statistical and Deep Feature Extractors for Breast Cancer Detection with Mammogram Image.- Algorithmic Simplicity: A Step Towards Intelligent Analysis.- Leveraging Big Data Analytics in Biomedical Informatics for Early Disease Detection and Personalized Treatment Plans to Improve Health Outcomes and Reduce Healthcare Costs.- AI-based neurological disease detection for early diagnosis.- Innovation In Indian Sign Language For Deaf And Dumb Individual Using Deep Learning.- Segmentation of Dermatoscopic images using wavelet Transform.- LBP features in cattle age estimation: Optimized Feature Engineering Pipeline.- Shape-aware thoracic edge map chest x-ray representation for pulmonary abnormality screening.- Retrieval of Kannada vachanas based on philosophical meaning using machine learning.- Advancing Text-to-Video Models: A study of Schedulers and Learning Techniques in Video Synthesis.- Enhancing Signature Detection from Scanned Documents Using Hybrid Detection Model and Post Processing.- Enhancing Indian Traffic Sign Detection Efficiency with Iterative Training Techniques and Augmentation.- Analysis of Explainable AI Techniques in a Computer Vision-based Maritime Surveillance System.- Adaptive Localization Strategies for Underwater WSNs: The PSO-AUV Hybrid Model.- A Hybrid Transformer Model for Robust  Multimodal Emotion Recognition Using Audio  and Text Data.- MIVT: Medical-Informed Vision Transformer for Early Epilepsy Diagnosis.

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