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Advanced research in technologies, information, innovation and sustainability = second International Conference, ARTIIS 2022, Santiago de Compostela, Spain, September 12-15, 2022 : revised selected papers.. Part I /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Advanced research in technologies, information, innovation and sustainability/ edited by Teresa Guarda, Filipe Portela, Maria Fernanda Augusto.
其他題名:	second International Conference, ARTIIS 2022, Santiago de Compostela, Spain, September 12-15, 2022 : revised selected papers.
其他題名:	ARTIIS 2022
其他作者:	Guarda, Teresa.
團體作者:	International Conference on Advanced Research in Technologies, Information, Innovation and Sustainability
出版者:	Cham :Springer Nature Switzerland : : 2022.,
面頁冊數:	xxiv, 575 p. :ill. (chiefly color), digital ;24 cm.
內容註:	Computing Solutions -- Self-training of manufacturing operators using finger-tracking wearable technologies Study -- GraphQL or REST for mobile applications? -- Projections and predictive analysis of Tenebrio molitor production using simulation technique -- Automatic recognition system for traffic signs in Ecuador based on Faster R-CNN with ZFNet -- VGG11 Parkinson's disease detection based on voice attributes -- RELAPP: A new portable electronic rheometer for the analysis of viscoelastic materials based in artificial intelligence -- How to assess business technologies and systems - A global approach with a case study -- Parametric Graph Project - Using LEGO Gears for Drawing Curves -- A Matching Algorithm to Assess Web Interfaces -- Parallel Spectral Clustering with FEAST library -- A control problem with passive particles driven by point vortices on the sphere -- The Dangers of Gamification -- Mobile Applications in tourism: A tale of two perspectives -- Accessibility study in hotels in the city of Quito -- A Comprehensive Study on Remote Laboratories Based on Pneumatic and Electropneumatic System -- Augmented Reality in Clothing Consumer Customization in COVID-19 Pandemic: A Preliminary Study -- Identification of mango fruit maturity using robust industrial devices and open-source devices applying artificial vision -- FHSS classification system in the spectrum using SDR generators for signal inhibitors -- Front-end framework to improve HCI, evaluated using an eye-tracking -- Advanced exploratory data analysis for Moroccan shopping places in TripAdvisor -- Content richness, perceived price, and perceived ease of use in relation to the satisfaction level and brand equity in streaming platform -- Data Intelligence -- Augmented Virtual Reality in Data Visualization -- Big Data Analytics to measure the performance of higher education students with online classes -- COVID-19 Fake News Detection Using Joint Doc2Vec and Text Features with PCA -- Eye Tracking and Visual Attention in a Retail Context: Can Point-of-Sale Stickers Guide Consumers? -- Error classification using automatic measures based on n-grams and edit distance -- Understanding and Predicting Process Performance Variations of a Balanced Manufacturing Line at Bosch -- A Comparative Analysis on the Summarization of Legal Texts using Transformer Models -- Determination of the factors influencing proper face recognition in faces protected by face masks, an analysis of their algorithms and the factors affecting recognition success -- Evaluation Metrics in Explainable Artificial Intelligence (XAI) -- Real-Time Condition-Based Maintenance of Friction Welding Tools by Generalized Fault Trees -- Minimizing False-Rejection Rates in Gas Leak Testing using an Ensemble Multiclass Classifier for Unbalanced Data -- Pattern Mining and Classification Techniques for Agriculture and Crop Simulation -- Peruvian Sign Language Recognition using recurrent neural networks -- Opinion clustering about mobility decisions: A practical case study -- An Exploratory Study on Hindcasting with Analogue Ensembles of Principal Components -- Classification of food types in a box with gas sensors using a machine learning method. Case study of intelligent electronic nose -- A Micro-Interaction Tool For Online Text Analysis -- Use of Classification Techniques for the Analysis of Data Related to COVID-19 in México -- Artificial neural networks applied to natural language processing applied in academic texts -- Relationship of the socioeconomic conditions with the emotional well-being of the students of the Tecnológico Nacional de México campus Tijuana: an analysis using data mining -- Classification of defects in injected parts through: moments of image and multilayer perceptron.
Contained By:	Springer Nature eBook
標題:	Machine learning - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-20319-0
ISBN:	9783031203190

Advanced research in technologies, information, innovation and sustainability = second International Conference, ARTIIS 2022, Santiago de Compostela, Spain, September 12-15, 2022 : revised selected papers.. Part I /
Advanced research in technologies, information, innovation and sustainabilitysecond International Conference, ARTIIS 2022, Santiago de Compostela, Spain, September 12-15, 2022 : revised selected papers.Part I /[electronic resource] :ARTIIS 2022edited by Teresa Guarda, Filipe Portela, Maria Fernanda Augusto. - Cham :Springer Nature Switzerland :2022. - xxiv, 575 p. :ill. (chiefly color), digital ;24 cm. - Communications in computer and information science,16751865-0937 ;. - Communications in computer and information science ;1675..

Computing Solutions -- Self-training of manufacturing operators using finger-tracking wearable technologies Study -- GraphQL or REST for mobile applications? -- Projections and predictive analysis of Tenebrio molitor production using simulation technique -- Automatic recognition system for traffic signs in Ecuador based on Faster R-CNN with ZFNet -- VGG11 Parkinson's disease detection based on voice attributes -- RELAPP: A new portable electronic rheometer for the analysis of viscoelastic materials based in artificial intelligence -- How to assess business technologies and systems - A global approach with a case study -- Parametric Graph Project - Using LEGO Gears for Drawing Curves -- A Matching Algorithm to Assess Web Interfaces -- Parallel Spectral Clustering with FEAST library -- A control problem with passive particles driven by point vortices on the sphere -- The Dangers of Gamification -- Mobile Applications in tourism: A tale of two perspectives -- Accessibility study in hotels in the city of Quito -- A Comprehensive Study on Remote Laboratories Based on Pneumatic and Electropneumatic System -- Augmented Reality in Clothing Consumer Customization in COVID-19 Pandemic: A Preliminary Study -- Identification of mango fruit maturity using robust industrial devices and open-source devices applying artificial vision -- FHSS classification system in the spectrum using SDR generators for signal inhibitors -- Front-end framework to improve HCI, evaluated using an eye-tracking -- Advanced exploratory data analysis for Moroccan shopping places in TripAdvisor -- Content richness, perceived price, and perceived ease of use in relation to the satisfaction level and brand equity in streaming platform -- Data Intelligence -- Augmented Virtual Reality in Data Visualization -- Big Data Analytics to measure the performance of higher education students with online classes -- COVID-19 Fake News Detection Using Joint Doc2Vec and Text Features with PCA -- Eye Tracking and Visual Attention in a Retail Context: Can Point-of-Sale Stickers Guide Consumers? -- Error classification using automatic measures based on n-grams and edit distance -- Understanding and Predicting Process Performance Variations of a Balanced Manufacturing Line at Bosch -- A Comparative Analysis on the Summarization of Legal Texts using Transformer Models -- Determination of the factors influencing proper face recognition in faces protected by face masks, an analysis of their algorithms and the factors affecting recognition success -- Evaluation Metrics in Explainable Artificial Intelligence (XAI) -- Real-Time Condition-Based Maintenance of Friction Welding Tools by Generalized Fault Trees -- Minimizing False-Rejection Rates in Gas Leak Testing using an Ensemble Multiclass Classifier for Unbalanced Data -- Pattern Mining and Classification Techniques for Agriculture and Crop Simulation -- Peruvian Sign Language Recognition using recurrent neural networks -- Opinion clustering about mobility decisions: A practical case study -- An Exploratory Study on Hindcasting with Analogue Ensembles of Principal Components -- Classification of food types in a box with gas sensors using a machine learning method. Case study of intelligent electronic nose -- A Micro-Interaction Tool For Online Text Analysis -- Use of Classification Techniques for the Analysis of Data Related to COVID-19 in México -- Artificial neural networks applied to natural language processing applied in academic texts -- Relationship of the socioeconomic conditions with the emotional well-being of the students of the Tecnológico Nacional de México campus Tijuana: an analysis using data mining -- Classification of defects in injected parts through: moments of image and multilayer perceptron.

The two-volume Proceedings set CCIS 1675 and 1676 constitutes the refereed proceedings of the Second International Conference, ARTIIS 2022, held in Santiago de Compostela, Spain, during September 12-15, 2022. The 72 papers included in these proceedings were carefully reviewed and selected from 191 submissions. These papers were categorized into 2 technical tracks, i.e., Computing Solutions and Data Intelligence.

ISBN: 9783031203190

Standard No.: 10.1007/978-3-031-20319-0doiSubjects--Topical Terms:

576368
Machine learning
--Congresses.

LC Class. No.: Q325.5

Dewey Class. No.: 006.31

Advanced research in technologies, information, innovation and sustainability = second International Conference, ARTIIS 2022, Santiago de Compostela, Spain, September 12-15, 2022 : revised selected papers.. Part I /
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