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Clustering, Classification, and Time Series Prediction by Using Artificial Neural Networks
| Clustering, Classification, and Time Series Prediction by Using Artificial Neural Networks |
| Autore | Melin Patricia |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Cham : , : Springer, , 2024 |
| Descrizione fisica | 1 online resource (82 pages) |
| Altri autori (Persone) |
RamirezMartha
CastilloOscar |
| Collana | SpringerBriefs in Applied Sciences and Technology Series |
| Soggetto topico |
Neural computers
Fuzzy systems |
| ISBN |
9783031711015
3031711017 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preface -- Contents -- 1 Introduction to Prediction with Neural Networks -- References -- 2 Literature Review on Prediction with Neural Networks -- 2.1 Time Series -- 2.2 Neural Networks -- 2.3 Type-2 Fuzzy Systems -- 2.4 Multi-Criteria Decision Making -- 2.5 Cognitive Flexibility -- References -- 3 Problem Description of Prediction with Neural Networks -- 3.1 Case Studies -- 3.1.1 Traffic Accidents (CS.1) -- 3.1.2 Air Quality (CS.2) -- 3.1.3 Multiple Country Indicators (CS.3) -- 3.1.4 Multiple OECD Indicators (CS.4) -- 3.1.5 Global OECD Criteria (CS.5) -- 3.1.6 Consumption Levels LDCs (CS.6) -- 3.1.7 Indicators of Latin American Countries (CS.7) -- 3.1.8 World Development Indicators (CS.8) -- 3.2 Time Series Datasets -- References -- 4 Methodology for Prediction with Neural Networks -- 4.1 Case Study CS.1 -- 4.2 Case Study CS.2 -- 4.3 Case Study CS.3 -- 4.4 Case Study CS.4 -- 4.5 Case Study CS.5 -- 4.6 Case Study CS.6 |
| Record Nr. | UNINA-9910890185703321 |
Melin Patricia
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| Cham : , : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Extension of the Fuzzy Sugeno Integral Based on Generalized Type-2 Fuzzy Logic / / by Patricia Melin, Gabriela E. Martinez
| Extension of the Fuzzy Sugeno Integral Based on Generalized Type-2 Fuzzy Logic / / by Patricia Melin, Gabriela E. Martinez |
| Autore | Melin Patricia |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (73 pages) |
| Disciplina | 511.3 |
| Collana | SpringerBriefs in Computational Intelligence |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| ISBN | 3-030-16416-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910483443403321 |
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Melin Patricia
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Nature-inspired optimization of type-2 fuzzy neural hybrid models for classification in medical diagnosis / / Patricia Melin, Ivette Miramontes, German Prado Arechiga
| Nature-inspired optimization of type-2 fuzzy neural hybrid models for classification in medical diagnosis / / Patricia Melin, Ivette Miramontes, German Prado Arechiga |
| Autore | Melin Patricia |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (134 pages) |
| Disciplina | 610.1511322 |
| Collana | SpringerBriefs in applied sciences and technology., Computational intelligence |
| Soggetto topico | Fuzzy systems in medicine |
| ISBN | 3-030-82219-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Nature-inspired optimization of type-two fuzzy neural hybrid models for classification in medical diagnosis |
| Record Nr. | UNINA-9910523784203321 |
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Melin Patricia
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| Cham, Switzerland : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Nature-Inspired Optimization of Type-2 Fuzzy Neural Hybrid Models for Classification in Medical Diagnosis
| Nature-Inspired Optimization of Type-2 Fuzzy Neural Hybrid Models for Classification in Medical Diagnosis |
| Autore | Melin Patricia |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing AG, , 2021 |
| Descrizione fisica | 1 online resource (134 pages) |
| Altri autori (Persone) |
MiramontesIvette
Prado ArechigaGerman |
| Collana | SpringerBriefs in Applied Sciences and Technology Ser. |
| Soggetto genere / forma | Electronic books. |
| ISBN | 3-030-82219-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910497107003321 |
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Melin Patricia
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| Cham : , : Springer International Publishing AG, , 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension / / by Patricia Melin, German Prado-Arechiga
| New Hybrid Intelligent Systems for Diagnosis and Risk Evaluation of Arterial Hypertension / / by Patricia Melin, German Prado-Arechiga |
| Autore | Melin Patricia |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (88 pages) : illustrations, tables |
| Disciplina | 616.132075 |
| Collana | SpringerBriefs in Computational Intelligence |
| Soggetto topico |
Computational intelligence
Biomedical engineering Health informatics Computational Intelligence Biomedical Engineering and Bioengineering Health Informatics |
| ISBN | 3-319-61149-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | From the Content: Introduction -- Fuzzy Logic for Arterial Hypertension Classification -- Design of a Neuro Design of a Neuro Design of Arterial Hypertension. |
| Record Nr. | UNINA-9910299900703321 |
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Melin Patricia
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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