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Applied Statistical Learning : With Case Studies in Stata / Matthias Schonlau
| Applied Statistical Learning : With Case Studies in Stata / Matthias Schonlau |
| Autore | Schonlau, Matthias |
| Pubbl/distr/stampa | Cham, : Springer, 2023 |
| Descrizione fisica | xv, 332 p. : ill. ; 24 cm |
| Soggetto non controllato |
Applications in the Social Sciences
Applied Statistical Learning Case Studies Data Analytics Data Science Methods in the Social Sciences Data science Machine learning Neural networks Random forests Statistical learning Support Vector Machines Text Data Trees |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0278722 |
Schonlau, Matthias
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| Cham, : Springer, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Circular Economy, Ethical Funds, and Engineering Projects
| Circular Economy, Ethical Funds, and Engineering Projects |
| Autore | Konstantakopoulou Foteini |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 electronic resource (300 p.) |
| Soggetto non controllato |
optimal project profitability
social capital risk assessment Life cycle assessment (LCA) corporate philanthropy Ensemble Empirical Mode Decomposition steel production adaptation Value-at-Risk construction delay sustainable economy Project Definition Rating Index circular city piping construction transport planning rule-based systems resource competition traffic congestion smart governance Management Standards value of travel time savings climate change Fuzzy TOPSIS manufacturing firms construction safety action theory sustainable city SME stochastic simulation Theory of Inventive Problem Solving indicators sustainability urbanization prefabrication housing production pollution impact sustainable development cost prediction of substation project buffer management circular economy drivers Occupational Health and Safety (OHS) smart city CCPM research and innovation projects probabilistic alternative approach Industrial symbiosis cost benefit analysis investments solar thermal collectors Support Vector Machines social network emergy analysis IT tools China sources of funding Cuckoo Search strategic management photovoltaics material procurement management PRAT method PERT/CPM fuzzy logic renewable energy systems carbon footprint transport project evaluation framework planning and control political connections critical success factors information transfer social network centrality resource consumption |
| ISBN | 3-03928-253-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910372782003321 |
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Konstantakopoulou Foteini
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| MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Clinical Text Mining [[electronic resource] ] : Secondary Use of Electronic Patient Records / / by Hercules Dalianis
| Clinical Text Mining [[electronic resource] ] : Secondary Use of Electronic Patient Records / / by Hercules Dalianis |
| Autore | Dalianis Hercules |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Springer Nature, 2018 |
| Descrizione fisica | 1 online resource (XVII, 181 p. 54 illus., 28 illus. in color.) |
| Disciplina | 025.04 |
| Soggetto topico |
Information storage and retrieval
Health informatics Natural language processing (Computer science) Data mining Information Storage and Retrieval Health Informatics Natural Language Processing (NLP) Data Mining and Knowledge Discovery |
| Soggetto non controllato |
Natural Language Processing
Text Analysis Data Mining Health Informatics Text Mining Medical Terminologies Health Care Information Systems Support Vector Machines |
| ISBN | 3-319-78503-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- The history of the patient record and the paper record -- User needs: clinicians, clinical researchers and hospital management -- Characteristics of patient records and clinical corpora -- Medical classifications and terminologies -- Evaluation metrics and evaluation -- Basic building blocks for clinical text processing -- Computational methods for text analysis and text classification -- Ethics and privacy of patient records for clinical text mining research -- Applications of clinical text mining -- Networks and shared tasks in clinical text mining -- Conclusions and outlook -- References -- Index. |
| Record Nr. | UNINA-9910293143703321 |
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Dalianis Hercules
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| Springer Nature, 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Fundamentals of Data Analytics : With a View to Machine Learning / Rudolf Mathar ... [et al.]
| Fundamentals of Data Analytics : With a View to Machine Learning / Rudolf Mathar ... [et al.] |
| Pubbl/distr/stampa | Cham, : Springer, 2020 |
| Descrizione fisica | xi, 127 p. : ill. ; 24 cm |
| Soggetto topico |
62-XX - Statistics [MSC 2020]
68T05 - Learning and adaptive systems in artificial intelligence [MSC 2020] 62H25 - Factor analysis and principal components; correspondence analysis [MSC 2020] 62R07 - Statistical aspects of big data and data science [MSC 2020] |
| Soggetto non controllato |
Artificial Intelligence
Classification Clustering Data science Diffusion maps Dimensionality reduction Isomap Kernel methods Machine learning MapReduce Markov decision processes Matrix optimization and approximation Multidimensional Scaling Principal component analysis Spectral clustering Supervised machine learning Support Vector Machines Unsupervised machine learning |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0249280 |
| Cham, : Springer, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Handbook of mathematical methods in imaging / Otmar Scherzer editor
| Handbook of mathematical methods in imaging / Otmar Scherzer editor |
| Edizione | [2. ed] |
| Pubbl/distr/stampa | New York, : Springer, 2015 |
| Descrizione fisica | XVIII, 2178 p. : ill. ; 24 cm |
| Soggetto topico |
68U10 - Computing methodologies for image processing [MSC 2020]
65N22 - Numerical solution of discretized equations for boundary value problems involving PDEs [MSC 2020] 62H35 - Image analysis in multivariate analysis [MSC 2020] 65R32 - Numerical methods for inverse problems for integral equations [MSC 2020] |
| Soggetto non controllato |
Algorithmic Reconstruction
Mathematical Imaging and Vision Support Vector Machines Variation in Imaging Wave phenomena |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0113096 |
| New York, : Springer, 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Improved Classification Rates for Localized Algorithms under Margin Conditions / Ingrid Karin Blaschzyk
| Improved Classification Rates for Localized Algorithms under Margin Conditions / Ingrid Karin Blaschzyk |
| Autore | Blaschzyk, Ingrid K. |
| Pubbl/distr/stampa | Wiesbaden, : Springer Spektrum, 2020 |
| Descrizione fisica | 126 p. : ill. ; 24 cm |
| Soggetto topico |
62-XX - Statistics [MSC 2020]
62H30 - Classification and discrimination; cluster analysis (statistical aspects) [MSC 2020] |
| Soggetto non controllato |
Classification
Gaussian Kernel Hinge Loss Histogram Rule Learning Rates Localized SVMs Oracle inequality Spatial Decomposition Support Vector Machines Tsybakov Noise |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0248527 |
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Blaschzyk, Ingrid K.
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| Wiesbaden, : Springer Spektrum, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Regularized System Identification : Learning Dynamic Models from Data
| Regularized System Identification : Learning Dynamic Models from Data |
| Autore | Pillonetto Gianluigi |
| Pubbl/distr/stampa | Cham, : Springer International Publishing AG, 2022 |
| Descrizione fisica | 1 online resource (394 p.) |
| Altri autori (Persone) |
ChenTianshi
ChiusoAlessandro De NicolaoGiuseppe LjungLennart |
| Collana | Communications and Control Engineering |
| Soggetto topico |
Machine learning
Automatic control engineering Statistical physics Bayesian inference Probability & statistics Cybernetics & systems theory |
| Soggetto non controllato |
System Identification
Machine Learning Linear Dynamical Systems Nonlinear Dynamical Systems Kernel-based Regularization Bayesian Interpretation of Regularization Gaussian Processes Reproducing Kernel Hilbert Spaces Estimation Theory Support Vector Machines Regularization Networks |
| ISBN | 3-030-95860-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910568256103321 |
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Pillonetto Gianluigi
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| Cham, : Springer International Publishing AG, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Selected applications of convex optimization / Li Li
| Selected applications of convex optimization / Li Li |
| Autore | Li, Li |
| Pubbl/distr/stampa | Berlin ; Heidelberg, : Springer, 2015 |
| Descrizione fisica | X, 140 p. : ill. ; 24 cm |
| Soggetto topico |
90C25 - Convex programming [MSC 2020]
90C90 - Applications of mathematical programming [MSC 2020] 65K10 - Numerical optimization and variational techniques [MSC 2020] 65K15 - Numerical methods for variational inequalities and related problems [MSC 2020] 49M20 - Numerical methods of relaxation type [MSC 2020] |
| Soggetto non controllato |
Convex Optimization
Convex Relaxation Data Mining Expectation Maximization Linear Matrix Inequalities Support Vector Machines |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0113938 |
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Li, Li
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| Berlin ; Heidelberg, : Springer, 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Socio-Environmental Vulnerability Assessment for Sustainable Management
| Socio-Environmental Vulnerability Assessment for Sustainable Management |
| Autore | Szewrański Szymon |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 electronic resource (396 p.) |
| Soggetto topico | Research & information: general |
| Soggetto non controllato |
energy from biomass
pellets wood waste municipal waste noise acoustic space socio-environmental vulnerability Support Vector Machines spatial policy preventive healthcare healthcare facilities decision support system renewable energy solar energy radiation sustainable development ArcGIS Tableau inter-municipal cooperation cross-sectoral partnerships place-based and integrated development sustainable management integrated planning index Poland eco-environmental risk assessment land use planning analytical hierarchy process GIS mountain region Nepal political environment sustainable tourism impact world heritage Aksu-Jabagly nature reserve Kazakhstan R open-source software dataset meteorology climate SYNOP geospatial information cluster sustainable economy SDG implementation vulnerability and adaptation assessment climate change ecological restoration watershed management community-based assessment indigenous peoples adaptability socio-ecological system flood risk municipality Nysa Kłodzka sub-basin local development municipalities nature protection national park technical infrastructure questionnaire survey climate analogues Factor Analysis on Mixed Data (FAMD) clustering education farm management ecological vulnerability geospatial analysis natural environment society aging environmental hazards periodization multidimensional statistical analysis Ward's method green infrastructure technogenic soil soil water retention synanthropic flora urban vegetation heritage protection fortified landscape green roofs integrated environmental assessment quality of runoff water performance system cycling cycling routes slow cities traffic safety sustainable mobility urban planning water resources environmental flow hydropower production Jiuqu stream tourism impact impact perception stakeholders assessment indicators resource-based economy mineral resources |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557605203321 |
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Szewrański Szymon
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Statistical learning from a regression perspective / Richard A. Berk
| Statistical learning from a regression perspective / Richard A. Berk |
| Autore | Berk, Richard A. |
| Edizione | [3. ed] |
| Pubbl/distr/stampa | Cham, : Springer, 2020 |
| Descrizione fisica | xvii, 358 p. : ill. ; 24 cm |
| Soggetto topico |
62-XX - Statistics [MSC 2020]
68T05 - Learning and adaptive systems in artificial intelligence [MSC 2020] 62G08 - Nonparametric regression and quantile regression [MSC 2020] 62P25 - Applications of statistics to social sciences [MSC 2020] |
| Soggetto non controllato |
Bagging
Boosting Classification Decision Trees Generalized additive model Machine learning Neural networks Random forests Support Vector Machines |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0249858 |
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Berk, Richard A.
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| Cham, : Springer, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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