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Artificial intelligence and machine learning methods in COVID-19 and related health diseases / / edited by Victor Chang, Harleen Kaur, Simon James Fong
| Artificial intelligence and machine learning methods in COVID-19 and related health diseases / / edited by Victor Chang, Harleen Kaur, Simon James Fong |
| Pubbl/distr/stampa | Singapore : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (254 pages) |
| Disciplina | 060 |
| Collana | Studies in Computational Intelligence |
| Soggetto topico | Artificial intelligence - Medical applications |
| ISBN | 3-031-04597-1 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910735390603321 |
| Singapore : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Bio-inspired Algorithms for Data Streaming and Visualization, Big Data Management, and Fog Computing [[electronic resource] /] / edited by Simon James Fong, Richard C. Millham
| Bio-inspired Algorithms for Data Streaming and Visualization, Big Data Management, and Fog Computing [[electronic resource] /] / edited by Simon James Fong, Richard C. Millham |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2021 |
| Descrizione fisica | 1 online resource (228 pages) |
| Disciplina | 571.0284 |
| Collana | Springer Tracts in Nature-Inspired Computing |
| Soggetto topico |
Computational intelligence
Algorithms Big data Database management Application software Computational Intelligence Algorithm Analysis and Problem Complexity Big Data Database Management Information Systems Applications (incl. Internet) |
| ISBN | 981-15-6695-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1. The Big Data Approach Using Bio-Inspired Algorithms: Data Imputation -- Chapter 2. Parameter Tuning onto Recurrent Neural Network and Long Short Term Memory (RNN-LSTM) Network for Feature Selection in Classification of High-dimensional Bioinformatics Datasets -- Chapter 3. Data Stream Mining in Fog Computing Environment with Feature Selection Using Ensemble of Swarm Search Algorithms -- Chapter 4. Pattern Mining Algorithms -- Chapter 5. Extracting Association Rules: Meta-Heuristic and Closeness Preference Approach -- Chapter 6. Lightweight Classifier-based Outlier Detection Algorithms from Multivariate Data Stream -- Chapter 7. Comparison of Contemporary Meta-heuristic Algorithms for Solving Economic Load Dispatch Problem -- Chapter 8. The paradigm on fog computing with bio-inspired search methods and the ‘5Vs’ of big data -- Chapter 9. Approach for sentiment analysis on social media sites -- Chapter 10. Data Visualisation techniques and Algorithms -- Chapter 11. Business Intelligence -- Chapter 12. Big Data Tools for Tasks. |
| Record Nr. | UNINA-9910767531703321 |
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Bio-inspired Algorithms for Data Streaming and Visualization, Big Data Management, and Fog Computing / / edited by Simon James Fong, Richard C. Millham
| Bio-inspired Algorithms for Data Streaming and Visualization, Big Data Management, and Fog Computing / / edited by Simon James Fong, Richard C. Millham |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Springer Singapore, 2021 |
| Descrizione fisica | 1 online resource (228 pages) |
| Disciplina | 571.0284 |
| Collana | Springer Tracts in Nature-Inspired Computing |
| Soggetto topico |
Computational intelligence
Algorithms Big data Database management Application software Computational Intelligence Algorithm Analysis and Problem Complexity Big Data Database Management Information Systems Applications (incl. Internet) |
| ISBN | 981-15-6695-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1. The Big Data Approach Using Bio-Inspired Algorithms: Data Imputation -- Chapter 2. Parameter Tuning onto Recurrent Neural Network and Long Short Term Memory (RNN-LSTM) Network for Feature Selection in Classification of High-dimensional Bioinformatics Datasets -- Chapter 3. Data Stream Mining in Fog Computing Environment with Feature Selection Using Ensemble of Swarm Search Algorithms -- Chapter 4. Pattern Mining Algorithms -- Chapter 5. Extracting Association Rules: Meta-Heuristic and Closeness Preference Approach -- Chapter 6. Lightweight Classifier-based Outlier Detection Algorithms from Multivariate Data Stream -- Chapter 7. Comparison of Contemporary Meta-heuristic Algorithms for Solving Economic Load Dispatch Problem -- Chapter 8. The paradigm on fog computing with bio-inspired search methods and the ‘5Vs’ of big data -- Chapter 9. Approach for sentiment analysis on social media sites -- Chapter 10. Data Visualisation techniques and Algorithms -- Chapter 11. Business Intelligence -- Chapter 12. Big Data Tools for Tasks. |
| Record Nr. | UNINA-9910863112203321 |
| Springer Singapore, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Computerized Systems for Diagnosis and Treatment of COVID-19 / / edited by Joao Alexandre Lobo Marques, Simon James Fong
| Computerized Systems for Diagnosis and Treatment of COVID-19 / / edited by Joao Alexandre Lobo Marques, Simon James Fong |
| Autore | Lobo Marques Joao Alexandre |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (210 pages) |
| Disciplina | 610.28 |
| Altri autori (Persone) | FongSimon James |
| Soggetto topico |
Biomedical engineering
Therapeutics Diagnosis Diseases Biophysics Biomedical Engineering and Bioengineering Bioanalysis and Bioimaging |
| ISBN | 3-031-30788-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Clinical impact of automatic diagnostic systems -- Lung segmentation from XRay -- Lung segmentation from CT Scan -- Covid Automatic Diagnostic based on XRay -- Covid Automatic Diagnostic based on CTScan -- Cardiovascular analysis of covid patients based on ECG -- Cognitive analysis of covid patients based on EEG -- AI Controlled Mechanical Ventilator for COVID-19 patients. |
| Record Nr. | UNINA-9910734879103321 |
Lobo Marques Joao Alexandre
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Epidemic analytics for decision supports in COVID19 crisis / / edited by Joao Alexandre Lobo Marques, Simon James Fong
| Epidemic analytics for decision supports in COVID19 crisis / / edited by Joao Alexandre Lobo Marques, Simon James Fong |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (161 pages) |
| Disciplina | 614.40285 |
| Soggetto topico | Decision making - Data processing |
| ISBN | 3-030-95281-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910574072603321 |
| Cham, Switzerland : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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