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Statistical Data Modeling and Machine Learning with Applications
| Statistical Data Modeling and Machine Learning with Applications |
| Autore | Gocheva-Ilieva Snezhana |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (184 p.) |
| Soggetto topico | Information technology industries |
| Soggetto non controllato |
artificial neural networks
assessment banking brain-computer interface breast cancer subtyping CART ensembles and bagging categorical data citizen science classification classification and regression tree clustering CNN-LSTM architectures consensus models convexity cross-validation dam inflow prediction damped Newton data quality data-adaptive kernel functions deep forest EEG motor imagery ensemble model feature selection Gower's interpolation formula Gower's metric hedonic prices housing hyper-parameter optimization image data input predictor selection kernel clustering kernel density estimation long short-term memory machine learning mathematical competency METABRIC dataset mixed data multi-category classifier multi-omics data multidimensional scaling multivariate adaptive regression splines n/a non-linear optimization predictive models quantile regression real-time motion imagery recognition similarity stochastic gradient descent support vector machine wavelet transform |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557359003321 |
Gocheva-Ilieva Snezhana
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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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Texture and Colour in Image Analysis
| Texture and Colour in Image Analysis |
| Autore | Bianconi Francesco |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (278 p.) |
| Soggetto topico | Information technology industries |
| Soggetto non controllato |
adaptive gradient methods
aging animal audio audio classification bagging post-processing bounded scheduling method BQMP and Haralick global-local feature integration breast cancer classification co-saliency coal petrography color-texture feature extraction color-texture features colored texture pattern classification cutting pieces deep learning deep neural networks defect recognition detection digital intraoral radiography dissimilarity space electro-deposition industry ensemble of classifiers faster R-CNN feature extraction global-local texture classification hair hand-designed image descriptors histopathology hue variance image analysis image classification image preprocessing image resizing image segmentation item counting device language modeling local binary pattern local Tchebichef moments (LTM) maceral components Machine vision mammogram mathematics of colour and texture MB-LBP meta-heuristics microscopic morphological multi-period pattern n/a omnidirectional images optimization partial orders pattern recognition periapical lesions period length prostate cancer quantitative random forest rank features river scene segmentation scale-and-stretch scaling seam carving segmentation siamese network skew angle skin microrelief stochastic gradient descent surface defect detection surface reflection SVM texture texture analysis tissue image two-level clustering video saliency visual saliency estimation water sorption |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557518003321 |
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Bianconi Francesco
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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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