LEADER 06474nam 22007215 450 001 9910886101403321 005 20240830130256.0 010 $a3-031-69986-6 024 7 $a10.1007/978-3-031-69986-3 035 $a(MiAaPQ)EBC31626735 035 $a(Au-PeEL)EBL31626735 035 $a(CKB)34512774000041 035 $a(DE-He213)978-3-031-69986-3 035 $a(EXLCZ)9934512774000041 100 $a20240830d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aComputational Intelligence in Data Science $e7th IFIP TC 12 International Conference, ICCIDS 2024, Chennai, India, February 21?23, 2024, Revised Selected Papers, Part II /$fedited by Mieczyslaw Lech Owoc, Felix Enigo Varghese Sicily, Kanchana Rajaram, Prabavathy Balasundaram 205 $a1st ed. 2024. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2024. 215 $a1 online resource (532 pages) 225 1 $aIFIP Advances in Information and Communication Technology,$x1868-422X ;$v718 311 $a3-031-69985-8 327 $a -- 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. 330 $aThese two-volume set IFIP AICT 717 and 718 constitutes the refereed post-conference proceedings of the 7th International Conference on Computational Intelligence in Data Science, ICCIDS 2024, held in Chennai, India, during February 21?23, 2024. The 63 full papers and 9 short papers were presented in these proceedings were carefully reviewed and selected from 259 submissions. The conference papers are organized in topical sections on: Part I - Applications of AI/ML in Natural Language Processing; and Applications of AI/ML in Image Processing. Part II - Applications of AI/ML in KDM, Cloud Computing & Security; Data Analytics; and Applications of ML. 410 0$aIFIP Advances in Information and Communication Technology,$x1868-422X ;$v718 606 $aData mining 606 $aApplication software 606 $aArtificial intelligence 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aComputers 606 $aData Mining and Knowledge Discovery 606 $aComputer and Information Systems Applications 606 $aArtificial Intelligence 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 606 $aComputing Milieux 615 0$aData mining. 615 0$aApplication software. 615 0$aArtificial intelligence. 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 0$aComputers. 615 14$aData Mining and Knowledge Discovery. 615 24$aComputer and Information Systems Applications. 615 24$aArtificial Intelligence. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aComputing Milieux. 676 $a006.312 700 $aOwoc$b Mieczyslaw Lech$01742571 701 $aVarghese Sicily$b Felix Enigo$01771348 701 $aRajaram$b Kanchana$01771349 701 $aBalasundaram$b Prabavathy$01771350 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910886101403321 996 $aComputational Intelligence in Data Science$94258263 997 $aUNINA