Advances in Distributed Computing and Machine Learning : Proceedings of ICADCML 2026, Volume 2.

Format:

Book

Author/Creator:

Mishra, Alekha Kumar.

Contributor:

Mishra

Series:

Lecture Notes in Networks and Systems Series

Lecture Notes in Networks and Systems Series ; v.1956

Language:

English

Physical Description:

1 online resource (530 pages)

Edition:

1st ed.

Place of Publication:

Cham : Springer, 2026.

Summary:

This book is a collection of peer-reviewed best-selected research papers presented at the Seventh International Conference on Advances in Distributed Computing and Machine Learning (ICADCML 2026), organized by Department of Computer Science and Engineering, National Institute of Technology, Jamshedpur, India, during January 15-16, 2026.

Contents:

Lecture Notes in Networks and Systems

Advances in Distributed Computing and Machine Learning

Contents

Interpretable Satellite Image Analysis Using Retrieval-Augmented Generation and Vision-Language Models

DL-IndiLang: A Deep Learning Framework for Indian Language Categorization

A Hybrid Intelligent Model for Predicting Flight Departure Delay in the Indian Aviation Sector

A Hybrid CNN-Transformer Model with Spatial Attention for Brain Tumor Classification

A Framework for Voice Synthesizer Using User-Provided Notations and Lyrics for Indian Classical Music with Efficient Preprocessing Pipeline

Hybrid Shallow CNN Model for Image Splicing Detection

Anti-rumor Context Integration: A Novel RAG System for Automated Factual Correction

Leveraging Large Language Models (LLMs) for Enhanced Assessment and Interactive Learning: Advancements in AI-Based Educational Tool

Leveraging GitHub Repository Insights and Profile Analytics for Career-Aligned Placement Prediction Using Random Forest Classifier and KNN

VideoQA: An Explainable Video Question Answering on Multi-camera Video Analysis

Diffusion-Based Super-Resolution for Enhanced Diabetic Retinopathy Grading Using Fundus Images

XAI-Enabled Fraud Detection

Novel Sustainable Circumstances of Nomadic Jewish Population Based - Optimization Algorithm

Enhancing House Price Prediction Through Multimodal Feature Fusion of Visual and Structural Attributes

A Retinex-Inspired Deep Learning Framework for Real-Time Low-Light Image Enhancement

An Interpretable AI Approach for Predictive Vehicle Maintenance Using XGBoost with Explainable AI

SmartGrid-MMF: A Multi-module Framework for Forecasting and Fault Detection

MLTRP-XAI: Machine Learned Based Trustworthy Routing Protocol for Wireless Sensor Networks with Explainable AI Integration.

A Hybrid Approach for Enhanced Early Detection and Localization of Brain Tumors

Texture-Based Feature Extraction and CBAM-Enhanced U-Net for Automated Knee Osteoporosis Detection

Legacy Oracle Systems to Snowflake Cloud Data Warehouse Migration of Healthcare Data Management

Dual-Dimensional Transformer in Remote Sensing: A Hyperspectral Image Classification Framework

Towards Smart Agriculture: An Edge-Based CNN and Transformer Architectures for Potato Leaf Disease Detection

Intelligent QNN-Driven Quantum Optimization for Real-Time RIS Resource Allocation in 6G Networks

A Deep Learning Based Framework for Crop Yield Prediction from Remote Sensing Data Using DCGAN Augmentation

Anomalies in Google Play Data Safety Section: Sharing, Collection, and Compliance Risks

Depth-Guided ByteTrack Framework for Accurate Apple Counting and Tracking in Multilane Orchard Environments

Prediction of Thyroid Disease Classification Using Transfer Learning Model: An Application of Machine Learning in Medicine

An Imperceptible Image Steganography Framework Using Hybrid Saliency Maps and Chaotic Encryption

Author Index.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

9783032250872