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Bioinformatics Applications Based On Machine Learning
| Bioinformatics Applications Based On Machine Learning |
| Autore | Chamoso Pablo |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (206 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
Affective Computing
Arabidopsis thaliana Artificial Neural Networks bi-directional LSTM bioinformatics biological functions detection classification clinical data clinical implications cluster computer vision convolutional neural network CTX-M data mining Decision table deep learning derivative-free optimization detection diabetes dynamic models ear detection epidemiology evolutionary computation evolutionary computing feature selection forecast fuel cell gene clustering genetic programming glycolysis gradient boosting Harmony Search hybrid systems hydrogen energy image recognition informative genes intelligent systems machine learning Machine Learning metabolism metagenomics metrics mitochondrial protein parameter estimation PART Particle Swarm Optimization personality assessment plasmodium falciparum power management real-life patients regression swarm intelligence transposable elements video analysis Weka yeast |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910674055503321 |
Chamoso Pablo
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Machine Learning in Image Analysis and Pattern Recognition
| Machine Learning in Image Analysis and Pattern Recognition |
| Autore | Kumar Munish |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (112 p.) |
| Soggetto topico | Information technology industries |
| Soggetto non controllato |
action recognition
aphid Aphoidea automated image coding bag-to-class BI-RADS breast cancer mammogram dataset classification clinical data data collection methods dataset deep learning detection dissimilarity divergence fermentation image classification image processing image segmentation interdisciplinary learning theory internet of things Kullback-Leibler lemon machine learning multi-instance learning plant disease recognition research methods segment-based temporal modeling systematic literature review tea two-stream network ultrasound breast cancer scans visitor use management |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557522603321 |
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Kumar Munish
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Systems Analytics and Integration of Big Omics Data
| Systems Analytics and Integration of Big Omics Data |
| Autore | Hardiman Gary |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (202 p.) |
| Soggetto topico | Medicine |
| Soggetto non controllato |
algorithm development for network integration
Alzheimer's disease amyloid-beta annotation artificial intelligence biocuration bioinformatics pipelines candidate genes causal inference cell lines challenges chromatin modification class imbalance clinical data cognitive impairment curse of dimensionality data integration database deep phenotype dementia direct effect disease variants distance correlation drug sensitivity enrichment analysis epidemiological data epigenetics feature selection Gene Ontology gene-environment interactions genomics genotype heterogeneous data indirect effect integrative analytics joint modeling KEGG pathways logic forest machine learning microtubule-associated protein tau miRNA-gene expression networks missing data multi-omics multiomics integration multivariate analysis multivariate causal mediation n/a network topology analysis neurodegeneration non-omics data omics data pharmacogenomics phenomics phenotype plot visualization precision medicine informatics proteomic analysis regulatory genomics RNA expression scalability sequencing support vector machine systemic lupus erythematosus tissue classification tissue-specific expressed genes transcriptome |
| ISBN | 3-03928-745-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910404089603321 |
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Hardiman Gary
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| MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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