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Computational intelligence in data s...

International Conference on Computational Intelligence in Data Science (2022 :)

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Computational intelligence in data science = 5th IFIP TC 12 International Conference, ICCIDS 2022, virtual event, March 24-26, 2022 : revised selected papers /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Computational intelligence in data science/ edited by Lekshmi Kalinathan ... [et al.].
其他題名:	5th IFIP TC 12 International Conference, ICCIDS 2022, virtual event, March 24-26, 2022 : revised selected papers /
其他題名:	ICCIDS 2022
其他作者:	Kalinathan, Lekshmi.
團體作者:	International Conference on Computational Intelligence in Data Science
出版者:	Cham :Springer International Publishing : : 2022.,
面頁冊數:	xiii, 368 p. :ill., digital ;24 cm.
內容註:	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 -- An improved 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.
Contained By:	Springer Nature eBook
標題:	Computational intelligence - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-16364-7
ISBN:	9783031163647

Computational intelligence in data science = 5th IFIP TC 12 International Conference, ICCIDS 2022, virtual event, March 24-26, 2022 : revised selected papers /
Computational intelligence in data science5th IFIP TC 12 International Conference, ICCIDS 2022, virtual event, March 24-26, 2022 : revised selected papers /[electronic resource] :ICCIDS 2022edited by Lekshmi Kalinathan ... [et al.]. - Cham :Springer International Publishing :2022. - xiii, 368 p. :ill., digital ;24 cm. - IFIP advances in information and communication technology,6541868-422X ;. - IFIP advances in information and communication technology ;654..

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 -- An improved 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.

This book constitutes the refereed post-conference proceedings of the Fifth IFIP TC 12 International Conference on Computational Intelligence in Data Science, ICCIDS 2022, held virtually, in March 2022. 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.

ISBN: 9783031163647

Standard No.: 10.1007/978-3-031-16364-7doiSubjects--Topical Terms:

704428
Computational intelligence
--Congresses.

LC Class. No.: Q342 / .I58 2022

Dewey Class. No.: 006.3

Computational intelligence in data science = 5th IFIP TC 12 International Conference, ICCIDS 2022, virtual event, March 24-26, 2022 : revised selected papers /
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