05751nam a22006735i 4500 978-3-031-64067-4 DE-He213 20251030112843.0 cr nn 008mamaa 240808s2024 sz | s |||| 0|eng d 9783031640674 978-3-031-64067-4 10.1007/978-3-031-64067-4 doi TK7885-7895 TK5105.5-5105.9 UK bicssc COM067000 bisacsh UK thema Advanced Network Technologies and Intelligent Computing [electronic resource] : Third International Conference, ANTIC 2023, Varanasi, India, December 20-22, 2023, Proceedings, Part IV / edited by Anshul Verma, Pradeepika Verma, Kiran Kumar Pattanaik, Sanjay Kumar Dhurandher, Isaac Woungang. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XXI, 382 p. 193 illus., 153 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Communications in Computer and Information Science, 1865-0937 ; 2093 -- Intelligent Computing. -- Neural Network Approach for Early detection of Sugarcane Diseases. -- Enhanced Residual Network Framework for Robust Classification of Noisy Lung Cancer CT Images. -- Single-Cell Drug Perturbation Prediction Using Machine Learning. -- Underwater Image Enhancement using Convolutional Neural Network and the MultiUnet Model. -- A hybrid time series model for the spatio-temporal analysis of air pollution prediction based on PM2.5. -- Detection of Lung Diseases Using Deep Transfer Learning-Based Convolution Neural Networks. -- DG-GAN: A Deep Neural Network for Real-World Anomaly Detection in Surveillance Videos. -- Auto-LVEF: A novel method to determine Ejection Fraction from 2D echocardiograms. -- Phishing Detection in Browser-In-The-Middle: A Novel Empirical Approach Incorporating Machine Learning Algorithms. -- Feature Engineering for Predicting Consumer Purchase Behavior: A Comprehensive Analysis. -- Enhanced Simulation of Collision Events Using Quantum GANs for Jet Images Generation. -- Class imbalance learning using Fuzzy SVM with Fuzzy Weighted Gaussian Kernel. -- Material Handling Cost (MHC) Minimization through Facility Layout Design (FLD) Using Genetic Algorithm (GA) combined with the Particle Swarm Optimization (PSO) Method. -- Detecting ADHD among children using EEG signals. -- Enhancing Skin Cancer Classification with Ensemble Models. -- Efficient real-time Sign Detection for Autonomous Vehical in Hazy environment using Deep Learning Models. -- Kannada Continuous Speech Recognition using Deep Learning. -- A new type of classification algorithm inspired by the chromatographic separation mechanism. -- Comparative Analysis of ELM and Sparse Bayesian ELM for Healthcare Diagnosis. -- Integration of Generative AI and Deep Tabular Data Learning Architecture for Heart Attack Prediction. -- Navigating the Domain Shift: Object Detection in Indian Road Datasets with Limited Data. -- An Efficient Hybrid Algorithm with Novel Inver-over Operator and Ant Colony Optimization for Traveling Salesman Problem. -- Sparsity Analysis of New Biased Pearson Similarity Measure for Memory Based Collaborative Filtering. -- Advancing Medical Predictive Models with Integrated Approaches. The 4-volume proceedings set CCIS 2090, 2091,2092 and 2093 constitute the refereed post-conference proceedings of the Third International Conference on Advanced Network Technologies and Intelligent Computing, ANTIC 2023, held in Varanasi, India, during December 20-22, 2023. The 87 full papers and 11 short papers included in this book were carefully reviewed and selected from 487 submissions. The conference papers are organized in topical sections on: Part I - Advanced Network Technologies. Part II - Advanced Network Technologies; Intelligent Computing. Part III - IV - Intelligent Computing. . Computer engineering. Computer networks . 60157 Software engineering. 33953 Cryptography. 64299 Data encryption (Computer science). 58243 Coding theory. 65513 Information theory. 57783 Computer Engineering and Networks. Software Engineering. 33953 Cryptology. 66491 Computer Communication Networks. 65689 Coding and Information Theory. 65515 Verma, Anshul. editor. edt http://id.loc.gov/vocabulary/relators/edt 70081 Verma, Pradeepika. editor. edt http://id.loc.gov/vocabulary/relators/edt 82065 Pattanaik, Kiran Kumar. editor. edt http://id.loc.gov/vocabulary/relators/edt 82066 Dhurandher, Sanjay Kumar. editor. edt http://id.loc.gov/vocabulary/relators/edt 68413 Woungang, Isaac. editor. edt http://id.loc.gov/vocabulary/relators/edt 68412 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031640667 Printed edition: 9783031640681 Communications in Computer and Information Science, 1865-0937 ; 2093 66508 https://doi.org/10.1007/978-3-031-64067-4 ZDB-2-SCS ZDB-2-SXCS 62319 62319