Computational Intelligence in Data Science: IFIP Advances in Information and Communication Technology, cartea 654
Editat de Lekshmi Kalinathan, Priyadharsini R., Madheswari Kanmani, Manisha S.en Limba Engleză Paperback – 2 oct 2023
The 28 revised full papers presented were carefully reviewed and selected from 96 submissions. The papers cover topics such as computational intelligence for text analysis; computational intelligence for image and video analysis; blockchain and data science.
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Specificații
ISBN-13: 9783031163661
ISBN-10: 3031163664
Pagini: 384
Ilustrații: XIII, 368 p. 215 illus., 161 illus. in color.
Dimensiuni: 155 x 235 x 21 mm
Greutate: 0.58 kg
Ediția:1st ed. 2022
Editura: Springer
Colecția IFIP Advances in Information and Communication Technology
Seria IFIP Advances in Information and Communication Technology
Locul publicării:Cham, Switzerland
ISBN-10: 3031163664
Pagini: 384
Ilustrații: XIII, 368 p. 215 illus., 161 illus. in color.
Dimensiuni: 155 x 235 x 21 mm
Greutate: 0.58 kg
Ediția:1st ed. 2022
Editura: Springer
Colecția IFIP Advances in Information and Communication Technology
Seria IFIP Advances in Information and Communication Technology
Locul publicării:Cham, Switzerland
Cuprins
Comparative Analysis of Sensor-based Human Activity Recognition using Artificial Intelligence.- A survey on cervical cancer detection and classification using deep learning.- Counting Number of people and social distance detection using deep learning.- Analysis of Age Sage Classification for Students’ Social Engagement using REPTree & Random Forest.- Factual Data Protection Procedure on IoT-Based Customized Medicament Innovations.- Deep Learning based Covid-19 patients detection.- A progressive approach of designing and analysis of Solar and wind stations integrated with the grid connected systems.- A Survey on Techniques and Methods of Recommender System.- Live Social Spacing Tracker Based on Domain Detection.- Assessing Layer Normalization with BraTS MRI Data in a Convolution Neural Net .- Data set creation and Empirical analysis for detecting signs of depression from social media postings.- Classification and Prediction of lung cancer with histopathological images using VGG-19 architecture.- Analysis of the Impact of White Box Adversarial Attacks in ResNet While Classifying Retinal Fundus Images.- Factors Influencing the Helpfulness of Online Consumer Reviews.- Perspective Review on Deep Learning Models to Medical Image Segmentation.- Real Time Captioning and Notes Making of Online classes.- Disease Identification in Tomato Leaf using pre-trained ResNet and Deformable Inception.- Allowance of Driving Based on Drowsiness Detection using Audio and Video Processing.- Detection and classification of Groundnut Leaf Disease using Convolutional Neural Network.- Enhanced Residual Connections Method for Low Resolution Images in Rice Plant Disease Classification.- COVI-PROC.- GPS Tracking Traffic Management System using Priority Based Algorithm.- Accident detection system using deep learning.- Monitoring of PV Modules and Hotspot Detection using Convolution Neural Network based Approach.- Literature review on human behavioural analysis using deep learning algorithm.- Animproved Ensemble Extreme Learning Machine classifier for detecting diabetic retinopathy in fundus images.- Text Mining Amazon Mobile Phone Reviews: Insight from an Exploratory Data Analysis.- Supervised Learning of Procedures from Tutorial Videos