Applied Artificial Intelligence
First International Conference, 2AI 2024, Solan, India, July 2–4, 2024, Proceedings
Series: Communications in Computer and Information Science; 2621;
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Product details:
- Publisher Springer Nature Switzerland
- Date of Publication 1 September 2025
- Number of Volumes 1 pieces, Book
- ISBN 9783032007926
- Binding Paperback
- No. of pages396 pages
- Size 235x155 mm
- Language English
- Illustrations XVIII, 396 p. 198 illus., 160 illus. in color. Illustrations, black & white 692
Categories
Long description:
This book CCIS constitutes the refereed proceedings of the First International Conference on Applied Artificial Intelligence, 2AI 2024, held in Solan, India, during July 2–4, 2024.
The 26 full appers and 4 short papers were carefully reviewed and selected from 151 submissions. The proceedings focus on AI for Healthcare, AI for Business and Finance, AI for Defense and Information Security, AI for Agriculture, AI for Education.
MoreTable of Contents:
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AI for Healthcare.- Analysis of Feature Fusion in Deep Learning for Knee Osteoarthritis Severity Grade Classification.- Lung Cancer Detection and AnalysisUsing Machine Learning.- Machine Learning Based Depression Prediction Using Gradient Boosting Algorithm.- Patient Sickness Predictive System Using Chatbot.- EPC-CCM based Salience Equivalent Mechanism for Multimodal Medical Image.- Healthcare Effective Diabetes Disease Prediction Using AI Based Techniques.- Manual and Automated Web-Based Diagnosis and Interpretation of Mammograms of Breast Cancer and Robust Analysis.- Social Media and Stress Detection: A Machine Learning Approach.- AI for Business and Finance.- Computational Optimization of Image Feature Extraction Algorithms on PySpark and Hadoop.- Sentiment Analysis of Political Party Unveiling Insights from Big Data.- AI for Defense and Information Security.- Securing Web Applications with Improved Multifactor Authentication using Browser-Based Geolocation.- Human Activity Recognition Using Machine Learning.- Predictive analytics of injection attacks in web applications.- Comparative Study of Vision-based Deep Learning Techniques for Human Action Recognition in Videos.- Person Identification Using Improved Dilated Convolutional Network for Radar Signal Based Hand Gestures.- Multimodal iris, face and fingerprint Biometric Fusion for Enhanced Person Identification using Hybrid Deep Learning.- Adaptive Inertial Weight with Artificial Rabbit Optimization for Intrusion Detection System in Cyber Security.- Deepfake Video Detection: A CSP-Dencenet and LSTM based approach.- Neural Networks in Cybersecurity: Applications for Predictive Threat Modeling.- Weighted Extreme Gradient Boosting based Cybersecurity Risk Assessment in Investment Banking and Financial Sector.- Swarm Learning based Federated Learning for Data Privacy in Cloud Environment.- AI for Agriculture.- Detection of tomato leaf disease using convolutional neural network.- PBSTAM: A Proactive Borewell Safety Using Teachable Arduino Model.- Waste Management Using Geo Special Processing Data.- Tomato Leaf Disease Detection Using Convolutional Neural Network.- AI for Education.- Recognition of Characters on English Language Number Plate using CNN .- Artificial Intelligence Based Automatic Question Paper Generation using Natural Language Processing.- Exploring Information-Theoretic Measures for Feature Extraction in Image Processing: A Comprehensive Analysis and Future Directions.- Enhancing Text Classification in Natural Language Processing: A Comparative Study of Transformer Models and the Potential of Few-Shot Learning.- A modified NSGA-II algorithm using new crowding distance and chaotic OBL techniques applied to multi-object engineering design problems.
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