Advances in Artificial Intelligence and Statistical Techniques with Applications to Health and Education
The present reprint contains all of the articles accepted and published in the Special Issue " Advances in Artificial Intelligence and Statistical Techniques with Applications to Health and Education" from the MDPI journal Mathematics. This Special Issue aims to develop more efficient and effective...
محفوظ في:
| التنسيق: | Online |
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| اللغة: | الإنجليزية |
| منشور في: |
MDPI - Multidisciplinary Digital Publishing Institute
2023
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| الموضوعات: | |
| الوصول للمادة أونلاين: | ONIX_20230511_9783036572468_63 |
| الوسوم: |
لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!
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| _version_ | 1869517304898781184 |
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| collection | Directory of Open Access Books |
| description | The present reprint contains all of the articles accepted and published in the Special Issue " Advances in Artificial Intelligence and Statistical Techniques with Applications to Health and Education" from the MDPI journal Mathematics. This Special Issue aims to develop more efficient and effective approaches to healthcare and education, leveraging the increasing availability of big data and advancements in artificial intelligence. By sharing new methods, applications, and case studies, this reprint is dedicated to the development of innovative solutions that improve healthcare and education for all. The topics addressed in this Special Issue cover a wide range of areas, including data mining, machine learning, learning analytics, prediction methods, pattern recognition, decision analysis, probabilistic reasoning, fuzzy systems, student or patient modelling, adaptive systems, collaborative systems, recommendation systems, experimental design, and empirical study cases. We hope that this reprint will enable the scientific community in both medicine and education to leverage the techniques from statistics and artificial intelligence to drive significant advances in their respective fields. These approaches hold promise for improving patient outcomes and enhancing the quality of education for students around the world. |
| format | Online |
| id | doab-20.500.12854ir-100046 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1000462024-03-28T03:32:17Z Advances in Artificial Intelligence and Statistical Techniques with Applications to Health and Education Lacave, Carmen Molina, Ana Isabel Alzheimer’s disease dementia functional data analysis functional depth statistical data depth symmetry elemental information matrix gamma distribution poisson distribution D-optimization misspecification machine learning modeling programming text analysis remote rehabilitation recommender system stroke fuzzy logic telemedicine collaborative learning collaborative work genetic algorithms group formation personality traits computer-supported cooperative learning non-parametric statistics predictive methods supervised classification random methods after-school exercise academic performance structural relationship quantile regression instrumental variable quantile regression vitamin D decision making anthropometric parameters optimal experimental design bioimpedance impedance spectroscopy algorithm competency-based model didactic planning ontology natural language processing Bloom’s taxonomy retina fundus image retinal vasculature retinal disorders semantic segmentation learning behavior student performance prediction deep neural network (DNN) recurrent neural network (RNN) educational data mining (EDM) probabilistic graphical models bayesian networks value-based potentials approximate inference medical applications electrocardiogram signal discriminative convolutional sparse coding dictionary filter learning linear SVM student dropout Feature Selection Artificial Neural Networks Support Vector Machines decision trees logistic regression ECG mental fatigue signal analysis classification OpenMarkov Bayesian Networks d-separation inference Learning Bayesian Networks continuous assessment Bayesian networks artificial neural networks influenza-like illness COVID-19 Arabic sentiment analysis disease classification Facebook Algerian dialect mobile computing dual tasking cognitive decline human motion tracking gait analysis n/a thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general thema EDItEUR::P Mathematics and Science The present reprint contains all of the articles accepted and published in the Special Issue " Advances in Artificial Intelligence and Statistical Techniques with Applications to Health and Education" from the MDPI journal Mathematics. This Special Issue aims to develop more efficient and effective approaches to healthcare and education, leveraging the increasing availability of big data and advancements in artificial intelligence. By sharing new methods, applications, and case studies, this reprint is dedicated to the development of innovative solutions that improve healthcare and education for all. The topics addressed in this Special Issue cover a wide range of areas, including data mining, machine learning, learning analytics, prediction methods, pattern recognition, decision analysis, probabilistic reasoning, fuzzy systems, student or patient modelling, adaptive systems, collaborative systems, recommendation systems, experimental design, and empirical study cases. We hope that this reprint will enable the scientific community in both medicine and education to leverage the techniques from statistics and artificial intelligence to drive significant advances in their respective fields. These approaches hold promise for improving patient outcomes and enhancing the quality of education for students around the world. 2023-05-11T17:18:14Z 2023-05-11T17:18:14Z 2023 book ONIX_20230511_9783036572468_63 9783036572468 9783036572475 https://directory.doabooks.org/handle/20.500.12854/100046 eng image/jpeg Attribution 4.0 International https://mdpi.com/books/pdfview/book/7139 https://mdpi.com/books/pdfview/book/7139 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-7247-5 10.3390/books978-3-0365-7247-5 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036572468 9783036572475 406 Basel open access |
| spellingShingle | Alzheimer’s disease dementia functional data analysis functional depth statistical data depth symmetry elemental information matrix gamma distribution poisson distribution D-optimization misspecification machine learning modeling programming text analysis remote rehabilitation recommender system stroke fuzzy logic telemedicine collaborative learning collaborative work genetic algorithms group formation personality traits computer-supported cooperative learning non-parametric statistics predictive methods supervised classification random methods after-school exercise academic performance structural relationship quantile regression instrumental variable quantile regression vitamin D decision making anthropometric parameters optimal experimental design bioimpedance impedance spectroscopy algorithm competency-based model didactic planning ontology natural language processing Bloom’s taxonomy retina fundus image retinal vasculature retinal disorders semantic segmentation learning behavior student performance prediction deep neural network (DNN) recurrent neural network (RNN) educational data mining (EDM) probabilistic graphical models bayesian networks value-based potentials approximate inference medical applications electrocardiogram signal discriminative convolutional sparse coding dictionary filter learning linear SVM student dropout Feature Selection Artificial Neural Networks Support Vector Machines decision trees logistic regression ECG mental fatigue signal analysis classification OpenMarkov Bayesian Networks d-separation inference Learning Bayesian Networks continuous assessment Bayesian networks artificial neural networks influenza-like illness COVID-19 Arabic sentiment analysis disease classification Algerian dialect mobile computing dual tasking cognitive decline human motion tracking gait analysis n/a thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general thema EDItEUR::P Mathematics and Science Advances in Artificial Intelligence and Statistical Techniques with Applications to Health and Education |
| title | Advances in Artificial Intelligence and Statistical Techniques with Applications to Health and Education |
| title_full | Advances in Artificial Intelligence and Statistical Techniques with Applications to Health and Education |
| title_fullStr | Advances in Artificial Intelligence and Statistical Techniques with Applications to Health and Education |
| title_full_unstemmed | Advances in Artificial Intelligence and Statistical Techniques with Applications to Health and Education |
| title_short | Advances in Artificial Intelligence and Statistical Techniques with Applications to Health and Education |
| title_sort | advances in artificial intelligence and statistical techniques with applications to health and education |
| topic | Alzheimer’s disease dementia functional data analysis functional depth statistical data depth symmetry elemental information matrix gamma distribution poisson distribution D-optimization misspecification machine learning modeling programming text analysis remote rehabilitation recommender system stroke fuzzy logic telemedicine collaborative learning collaborative work genetic algorithms group formation personality traits computer-supported cooperative learning non-parametric statistics predictive methods supervised classification random methods after-school exercise academic performance structural relationship quantile regression instrumental variable quantile regression vitamin D decision making anthropometric parameters optimal experimental design bioimpedance impedance spectroscopy algorithm competency-based model didactic planning ontology natural language processing Bloom’s taxonomy retina fundus image retinal vasculature retinal disorders semantic segmentation learning behavior student performance prediction deep neural network (DNN) recurrent neural network (RNN) educational data mining (EDM) probabilistic graphical models bayesian networks value-based potentials approximate inference medical applications electrocardiogram signal discriminative convolutional sparse coding dictionary filter learning linear SVM student dropout Feature Selection Artificial Neural Networks Support Vector Machines decision trees logistic regression ECG mental fatigue signal analysis classification OpenMarkov Bayesian Networks d-separation inference Learning Bayesian Networks continuous assessment Bayesian networks artificial neural networks influenza-like illness COVID-19 Arabic sentiment analysis disease classification Algerian dialect mobile computing dual tasking cognitive decline human motion tracking gait analysis n/a thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general thema EDItEUR::P Mathematics and Science |
| topic_facet | Alzheimer’s disease dementia functional data analysis functional depth statistical data depth symmetry elemental information matrix gamma distribution poisson distribution D-optimization misspecification machine learning modeling programming text analysis remote rehabilitation recommender system stroke fuzzy logic telemedicine collaborative learning collaborative work genetic algorithms group formation personality traits computer-supported cooperative learning non-parametric statistics predictive methods supervised classification random methods after-school exercise academic performance structural relationship quantile regression instrumental variable quantile regression vitamin D decision making anthropometric parameters optimal experimental design bioimpedance impedance spectroscopy algorithm competency-based model didactic planning ontology natural language processing Bloom’s taxonomy retina fundus image retinal vasculature retinal disorders semantic segmentation learning behavior student performance prediction deep neural network (DNN) recurrent neural network (RNN) educational data mining (EDM) probabilistic graphical models bayesian networks value-based potentials approximate inference medical applications electrocardiogram signal discriminative convolutional sparse coding dictionary filter learning linear SVM student dropout Feature Selection Artificial Neural Networks Support Vector Machines decision trees logistic regression ECG mental fatigue signal analysis classification OpenMarkov Bayesian Networks d-separation inference Learning Bayesian Networks continuous assessment Bayesian networks artificial neural networks influenza-like illness COVID-19 Arabic sentiment analysis disease classification Algerian dialect mobile computing dual tasking cognitive decline human motion tracking gait analysis n/a thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general thema EDItEUR::P Mathematics and Science |
| url | ONIX_20230511_9783036572468_63 |