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[null,"1.","Record Nr.",null,"UNINA9910886101403321"]
[null,null,"Autore",null,"Owoc Mieczysław Lech"]
[null,null,"Titolo",null,"Computational Intelligence in Data Science : 7th IFIP TC 12 International Conference, ICCIDS 2024, Chennai, India, February 21–23, 2024, Revised Selected Papers, Part II / / edited by Mieczyslaw Lech Owoc, Felix Enigo Varghese Sicily, Kanchana Rajaram, Prabavathy Balasundaram"]
[null,null,"Pubbl/distr/stampa",null,"Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024"]
[null,null,"ISBN",null,"9783031699863"]
[{"$nulls":4},"3031699866"]
[null,null,"Edizione",null,"[1st ed. 2024.]"]
[null,null,"Descrizione fisica",null,"1 online resource (532 pages)"]
[null,null,"Collana",null,"IFIP Advances in Information and Communication Technology, , 1868-422X ; ; 718"]
[null,null,"Disciplina",null,"006.312"]
[null,null,"Soggetti",null,"Data mining"]
[{"$nulls":4},"Application software"]
[{"$nulls":4},"Artificial intelligence"]
[{"$nulls":4},"Image processing - Digital techniques"]
[{"$nulls":4},"Computer vision"]
[{"$nulls":4},"Computers"]
[{"$nulls":4},"Data Mining and Knowledge Discovery"]
[{"$nulls":4},"Computer and Information Systems Applications"]
[{"$nulls":4},"Artificial Intelligence"]
[{"$nulls":4},"Computer Imaging, Vision, Pattern Recognition and Graphics"]
[{"$nulls":4},"Computing Milieux"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,"Nota di contenuto",null,"-- Applications of AI/ML in KDM, Cloud Computing & Security.  -- Healthify App Using Blockchain with Cloud.  -- A Systematic Review of Various Deep Learning Techniques for Network Intrusion Detection System.  -- Intrusion Detection System Trends: An Overview of Current Advances in IoV & Communication Networks.  -- Automation Xtreme -A web automation AI Tool.  -- Defending the Digital Frontier URL-based Phishing Detection Extension.  -- Guarding the Digital Frontier: A Logistic Regression Approach to Malware Detection.  -- Hybrid Efficient IDS Against Adversarial Attacks in IoT Networks.  -- Data Analytics.  -- Real-Time Soil Moisture Sensing using Arduino for "]
[{"$nulls":4},"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."]
[null,null,null,"Sommario/riassunto","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."]