Computational Intelligence in Data Science
Springer International Publishing (Verlag)
978-3-031-69985-6 (ISBN)
These two-volume set IFIP AICT 717 and 718 constitutes the refereed post-conference proceedings of the 7th International Conference on Computational Intelligence in Data Science, ICCIDS 2024, held in Chennai, India, during February 21-23, 2024.
The 63 full papers and 9 short papers were presented in these proceedings were carefully reviewed and selected from 259 submissions. The conference papers are organized in topical sections on:
Part I - Applications of AI/ML in Natural Language Processing; and Applications of AI/ML in Image Processing.
Part II - Applications of AI/ML in KDM, Cloud Computing & Security; Data Analytics; and Applications of ML.
.- Applications of AI/ML in KDM, Cloud Computing & Security.
.- Healthify App Using Blockchain with Cloud.
.- A Systematic Review of Various Deep Learning Techniques for Network Intrusion Detection System.
.- Intrusion Detection System Trends: An Overview of Current Advances in IoV & Communication Networks.
.- Automation Xtreme -A web automation AI Tool.
.- Defending the Digital Frontier URL-based Phishing Detection Extension.
.- Guarding the Digital Frontier: A Logistic Regression Approach to Malware Detection.
.- Hybrid Efficient IDS Against Adversarial Attacks in IoT Networks.
.- Data Analytics.
.- Real-Time Soil Moisture Sensing using Arduino for Automated Plant Irrigation System.
.- Campus Placement and Salary Prediction: Leveraging Machine Learning for Enhanced Employability.
.- Exploring Corrosion Detection: Deep Learning and Ensemble Approaches Analysis.
.- Comic Generation using AI - A Review.
.- Residential Price Analysis Using Machine Learning.
.- AI-Driven Interviewer: Enhancing Interview Experience Through Conversational AI.
.- Human Abnormal Activity Detection.
.- Campus Drive Portal on Career Advancement for College Students.
.- Deception Detection using Random Forest and KNN.
.- Analyzing Meteorological Data for Curated Music Selection.
.- Remote and Centralized Billing System using Cloud Computing.
.- Information Extraction using RPA and Generative AI from Unstructured Documents: A case of Invoices.
.- Harnessing Machine Learning-Based Classification Techniques to Optimize Crop and Fertilizer Recommendations.
.- Cyberbullying Predictive Analysis on Twitter data with Multi-Model Supervised Technique.
.- Heart Attack Prediction Using Big Data Analytics.
.- Bloom's Taxonomy based Question Analysis for Personalized Learning.
.- Snowfall Forecasting with Enhanced Accuracy: Leveraging Multi-Class SVM for Meteorological Predictions.
.-Crop Irrigation Advisory system using Federated Logistic Regression.
.- Supply Chain Management Using Optimzation and Machine Learning Techniques.
.- Cricket Forecast: Unraveling Future Matches' Outcomes.
.- Deep Learning Ensemble for Diabetes Prediction: Integrating LSTM, DCNN, and SMOTE for Enhanced Risk Assessment.
.- Optimizing Hyperspectral Image Classification through Swin Transformer Integration and CNN Feature Extraction.
.- Efficient Task allocation with Mentorship Mapping in Crowd sourcing Platforms.
.- Applications of ML.
.- Designing an Enhanced Swarm-Based Optimization Algorithm for High Utility Itemsets Mining.
.- Bus Route Tracking System.
.- Sentiment Analysis of Various Ride Sharing Applications Reviews: A Comparative Analysis between Deep Learning and Machine Learning Algorithms.
.- Quantum-DL Integration for Precise Remote Sensing Image Classification.
.- Review on Biomedical Informatics through the Versatility of Generative Adversarial Networks.
.- Machine Learning Powered Nutritional Guidance System using Personalized Nutritional and Digital Health Record.
.- Predicting Hospital Length of Stay Using Light Gradient Boosting Machine Regression.
.- Electroencephalogram Based Stress Detection Using Machine Learning.
| Erscheinungsdatum | 03.09.2024 |
|---|---|
| Reihe/Serie | IFIP Advances in Information and Communication Technology |
| Zusatzinfo | XVIII, 518 p. 227 illus., 181 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Datenbanken ► Data Warehouse / Data Mining |
| Schlagworte | Artificial Intelligence • Computer forensics • computers in other domains • cryptography • database and storage security • data management systems • distributed computing methodologies • Education • Electronic Commerce • Enterprise Computing • Information Retrieval • information storage systems • Information Systems Applications • intrusion/anomaly detection and malware mitigation • Law, social and behavioral sciences • life and medical sciences • machine learning • Network Security • Systems Security • World Wide Web |
| ISBN-10 | 3-031-69985-8 / 3031699858 |
| ISBN-13 | 978-3-031-69985-6 / 9783031699856 |
| Zustand | Neuware |
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