Data Science and Applications : Proceedings of ICDSA 2025, Volume 3 / edited by Satyasai Jagannath Nanda, Rajendra Prasad Yadav, Mukesh Prasad, Mukesh Saraswat.

Format:

Book

Author/Creator:

Nanda, Satyasai Jagannath.

Series:

Lecture Notes in Networks and Systems, 2367-3389 ; 1723

Language:

English

Subjects (All):

Computational intelligence.

Data mining.

Cooperating objects (Computer systems).

Internet of things.

Computational Intelligence.

Data Mining and Knowledge Discovery.

Cyber-Physical Systems.

Internet of Things.

Local Subjects:

Computational Intelligence.

Data Mining and Knowledge Discovery.

Cyber-Physical Systems.

Internet of Things.

Physical Description:

1 online resource (687 pages)

Edition:

1st ed. 2026.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2026.

Summary:

This book gathers outstanding papers presented at the 6th International Conference on Data Science and Applications (ICDSA 2025), organized by Soft Computing Research Society (SCRS) and Malaviya National Institute of Technology Jaipur, India, from 16 to 18 July 2025. The book is divided into eight volumes, and it covers theoretical and empirical developments in various areas of big data analytics, big data technologies, decision tree learning, wireless communication, wireless sensor networking, bioinformatics and systems, artificial neural networks, deep learning, genetic algorithms, data mining, fuzzy logic, optimization algorithms, image processing, computational intelligence in civil engineering, and creative computing.

Contents:

Optimizing Algorithmic Trading Through DRL: A Comparative Analysis of Single-Agent and Multi-Agent Models

Crop Classification in Diverse Agricultural Landscapes: Integrating Harmonized Landsat Sentinel-2 Imagery with Machine Learning Models

Vision Transformers Meet fMRI: Lightweight ADHD Diagnosis with Pretrained Models

Analysis of Machine Learning-Based Music Recommendation System

An Adaptive Privacy-Preserving Federated Learning for Real-World Healthcare Deployment

Exploring Emerging Trends and Key Challenges in Bioinformatics, Genomics, and Computational Biology Data Integration Approaches for Advancing Personalized Medicine and Genomic Research

Comparative Study of Zero-Shot and Supervised Learning for Tamil Tweet Sentiment Analysis

Recognizing Bangla Numerals: A Deep Learning Approach on a Novel Handwritten Dataset

Adaptive BioHashing via Reinforcement Learning: A Dynamic Template Protection Framework for Multimodal Biometrics

Mango Ripeness Evaluation: A Hierarchical Deep Learning Approach

Blockchain Based Architecture for Secure and Reliable Agriculture Chain Traceability

ELA-BLIP 2.0: Bridging Visual Forensics and Sentence Generation with ViT-based Forgery Detection. A Survey of Data-Driven Aapproaches for Customer Sentiment Analysis in Product Strategy Enhancement

AI-Driven Cybersecurity Threats: A Survey of Emerging Risks and Defensive Strategies

Privacy-Preserving Business Registration via CIM and Secure Anonymized Auditing.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

3-032-10783-0

9783032107831

OCLC:

1573149004