Advancements in Machine Learning

First International Conference, ICCAML 2024, Pune, India, February 28–29, 2024, and Second International Conference, ICCAML 2025, Pune, India, February 25-26, 2025, Proceedings

AvJatinderkumar R. Saini,Shrikant A. Mapari

Häftad, Engelska, 2025

Del 2538 i serien Communications in Computer and Information Science

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Beskrivning

This CCIS 2538 volume constitutes the proceedings of First and Second International Conference on Advancements in Machine Learning, ICCAML 2024, in Pune, India, during February 28–29, 2024. The 19 full papers are carefully reviewed and selected from 173 submissions.

Produktinformation

Utgivningsdatum:2025-08-31
Mått:155 x 235 x 14 mm
Vikt:388 g
Format:Häftad
Språk:Engelska
Serie:Communications in Computer and Information Science
Antal sidor:240
Förlag:Springer International Publishing AG
ISBN:9783031981371

Utforska kategorier

Systemvetenskap och AI inom Data och IT

Innehållsförteckning

Learning with Limited Data: A Machine Learning Approach for Heart Disease Prediction.- Enhanced Agricultural Crop Monitoring Using Autonomous Navigation Technologies.- Sandbox Based Real Time Cyber Attack Simulation and Analysis.- Dynamic Gesture Recognition Using LSTM for Real-time Indian Sign Language Prediction.- SpeechCraft: Modular AI Conversation System Using Multivariate LLMs.- An Extensive Investigation of Supervised Machine Learning (SML) Procedures aimed at Learners’ Performance Forecast with Learning Analytics.- Leveraging Machine Learning Approaches for Enhanced Efficiency in Automated Processes.- Enhanced Pedestrian Detection for Autonomous Vehicles Using Multi-Localized Feature.- Enhancing lead score conversion rate using logistic regression.- Artificial Intelligence in Gestational Diabetes Mellitus.- A Comprehensive Risk Assessment Framework for Multiple Natural Hazards using CLIMADA Model.- A Review Paper on Image Forgery Detection Techniques.- Understanding Viewer Sentiment on Online Educational Content: An Analysis Framework for a Video Streaming Platform using Natural Language Processing.- Enhancing Crop Yield through Convolutional Neural Net-work (CNN) Powered Plant Disease Detection.- A Systematic Review on Anomaly Detection Techniques for Fog Computing Devices.- Supermarket Sales Prediction using Linear Regression: A Case Study Approach.- Employees performance metrics using Machine learning: A systematic literature review using Prisma Model.- WebGPU: Comparing Parallelism Over Serial Execution in Web Graphics.- Stock Market Prediction Technique through LSTM and NLP.