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Proceedings of International Confere...

International Conference on Computational Intelligence ((2020 :)

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Proceedings of International Conference on computational intelligence = ICCI 2020 /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Proceedings of International Conference on computational intelligence/ edited by Ritu Tiwari ... [et al.].
其他題名:	ICCI 2020 /
其他題名:	ICCI 2020
其他作者:	Tiwari, Ritu.
團體作者:	International Conference on Computational Intelligence
出版者:	Singapore :Springer Singapore : : 2022.,
面頁冊數:	xii, 374 p. :ill., digital ;24 cm.
內容註:	Missing Data Imputation for Solar Radiation using Generative Adversarial Networks -- A Survey on Object Detection and Tracking in a Video Sequence -- Story-Plot Recommender using Bidirectional LSTM network -- A Novel Technique for Fake Signature Detection using Two-Tiered Transfer Learning -- Personality Prediction through Handwriting Analysis using Convolutional Neural Networks -- A review on deep learning framework for Alzheimer Disease detection from MRI -- Machine Learning And IoT Based Ultrasonic Humidification Control System For Longevity Of Fruits And Vegetables -- Classification of Melanoma using Efficient Nets with Multiple Ensembles and Metadata -- Performance of Optimization Algorithms in Attention based Deep Learning Model for Fake News Detection System.
Contained By:	Springer Nature eBook
標題:	Computational intelligence - Congresses. -
電子資源:	https://doi.org/10.1007/978-981-16-3802-2
ISBN:	9789811638022

Proceedings of International Conference on computational intelligence = ICCI 2020 /
Proceedings of International Conference on computational intelligenceICCI 2020 /[electronic resource] :ICCI 2020edited by Ritu Tiwari ... [et al.]. - Singapore :Springer Singapore :2022. - xii, 374 p. :ill., digital ;24 cm. - Algorithms for intelligent systems,2524-7573. - Algorithms for intelligent systems..

Missing Data Imputation for Solar Radiation using Generative Adversarial Networks -- A Survey on Object Detection and Tracking in a Video Sequence -- Story-Plot Recommender using Bidirectional LSTM network -- A Novel Technique for Fake Signature Detection using Two-Tiered Transfer Learning -- Personality Prediction through Handwriting Analysis using Convolutional Neural Networks -- A review on deep learning framework for Alzheimer Disease detection from MRI -- Machine Learning And IoT Based Ultrasonic Humidification Control System For Longevity Of Fruits And Vegetables -- Classification of Melanoma using Efficient Nets with Multiple Ensembles and Metadata -- Performance of Optimization Algorithms in Attention based Deep Learning Model for Fake News Detection System.

The book presents high quality research papers presented at International Conference on Computational Intelligence (ICCI 2020) held at Indian Institute of Information Technology, Pune, India during 12-13 December, 2020. The topics covered are artificial intelligence, neural network, deep learning techniques, fuzzy theory and systems, rough sets, self-organizing maps, machine learning, chaotic systems, multi-agent systems, computational optimization ensemble classifiers, reinforcement learning, decision trees, support vector machines, hybrid learning, statistical learning. metaheuristics algorithms: evolutionary and swarm-based algorithms like genetic algorithms, genetic programming, differential evolution, particle swarm optimization, whale optimization, spider monkey optimization, firefly algorithm, memetic algorithms. And also machine vision, Internet of Things, image processing, image segmentation, data clustering, sentiment analysis, big data, computer networks, signal processing, supply chain management, web and text mining, distributed systems, bioinformatics, embedded systems, expert system, forecasting, pattern recognition, planning and scheduling, time series analysis, human-computer interaction, web mining, natural language processing, multimedia systems, and quantum computing.

ISBN: 9789811638022

Standard No.: 10.1007/978-981-16-3802-2doiSubjects--Topical Terms:

704428
Computational intelligence
--Congresses.

LC Class. No.: Q342 / .I57 2020

Dewey Class. No.: 006.3

Proceedings of International Conference on computational intelligence = ICCI 2020 /
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