Data Analytics and Learning : Proceedings of DAL 2024 / edited by D. S. Guru, Archana M. Rajurkar, N. Vinay Kumar, Venkat N. Gudivada.

Format:

Book

Author/Creator:

Guru, D. S.

Series:

Lecture Notes in Networks and Systems, 2367-3389 ; 1540

Language:

English

Subjects (All):

Computational intelligence.

Data mining.

Signal processing.

Computational Intelligence.

Data Mining and Knowledge Discovery.

Signal, Speech and Image Processing.

Local Subjects:

Computational Intelligence.

Data Mining and Knowledge Discovery.

Signal, Speech and Image Processing.

Physical Description:

1 online resource (416 pages)

Edition:

1st ed. 2026.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2026.

Summary:

This book presents new theories and working models in the areas of data analytics and learning. The papers included in this book were presented at the third International Conference on Data Analytics and Learning (DAL 2024), which was organized by MGM’s College of Engineering Nanded, Maharashtra, India in association with the Department of Studies in Computer Science, University of Mysore, Mysuru, Karnataka, India. The areas covered include pattern recognition, image processing, deep learning, computer vision, data analytics, machine learning, artificial intelligence, and intelligent systems.

Contents:

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.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

981-9695-33-3

9789819695331

OCLC:

1568046247