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An Introduction to Clustering with R [[electronic resource] /] / by Paolo Giordani, Maria Brigida Ferraro, Francesca Martella
| An Introduction to Clustering with R [[electronic resource] /] / by Paolo Giordani, Maria Brigida Ferraro, Francesca Martella |
| Autore | Giordani Paolo (Writer on statistics. |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (346 pages) |
| Disciplina | 519.53 |
| Collana | Behaviormetrics: Quantitative Approaches to Human Behavior |
| Soggetto topico |
Statistics
Biostatistics R (Computer program language) Statistical Theory and Methods Statistics and Computing/Statistics Programs Applied Statistics |
| ISBN | 981-13-0553-6 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Section: Introduction -- 1.1 Introduction to clustering -- 1.2 R software -- 2. Section: Standard algorithms -- 2.1 Introduction -- 2.2 Distances and dissimilarities -- 2.3 Hierarchical methods -- 2.4 Non-hierarchical methods -- 2.5 Cluster validity -- 3. Section: Fuzzy algorithms -- 3.1 Introduction -- 3.2 Fuzzy K-means -- 3.3 Fuzzy K-medoids -- 3.4 Other fuzzy variants -- 3.5 Cluster validity -- 4. Section: Model-based algorithms -- 4.1 Introduction -- 4.2 Mixture of Gaussian distributions -- 4.3 Mixture of non-Gaussian distributions -- 4.4 Parsimonious mixture models. |
| Record Nr. | UNINA-9910483712703321 |
Giordani Paolo (Writer on statistics.
|
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| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
An Introduction to Clustering with R [[electronic resource] /] / by Paolo Giordani, Maria Brigida Ferraro, Francesca Martella
| An Introduction to Clustering with R [[electronic resource] /] / by Paolo Giordani, Maria Brigida Ferraro, Francesca Martella |
| Autore | Giordani Paolo (Writer on statistics. |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (346 pages) |
| Disciplina | 519.53 |
| Collana | Behaviormetrics: Quantitative Approaches to Human Behavior |
| Soggetto topico |
Statistics
Biostatistics R (Computer program language) Statistical Theory and Methods Statistics and Computing/Statistics Programs Applied Statistics |
| ISBN | 981-13-0553-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Section: Introduction -- 1.1 Introduction to clustering -- 1.2 R software -- 2. Section: Standard algorithms -- 2.1 Introduction -- 2.2 Distances and dissimilarities -- 2.3 Hierarchical methods -- 2.4 Non-hierarchical methods -- 2.5 Cluster validity -- 3. Section: Fuzzy algorithms -- 3.1 Introduction -- 3.2 Fuzzy K-means -- 3.3 Fuzzy K-medoids -- 3.4 Other fuzzy variants -- 3.5 Cluster validity -- 4. Section: Model-based algorithms -- 4.1 Introduction -- 4.2 Mixture of Gaussian distributions -- 4.3 Mixture of non-Gaussian distributions -- 4.4 Parsimonious mixture models. |
| Record Nr. | UNISA-996418271203316 |
|
Giordani Paolo (Writer on statistics.
|
||
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
An Introduction to Clustering with R / / by Paolo Giordani, Maria Brigida Ferraro, Francesca Martella
| An Introduction to Clustering with R / / by Paolo Giordani, Maria Brigida Ferraro, Francesca Martella |
| Autore | Giordani Paolo (Writer on statistics. |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Springer Singapore, 2020 |
| Descrizione fisica | 1 online resource (346 pages) |
| Disciplina | 519.53 |
| Collana | Behaviormetrics: Quantitative Approaches to Human Behavior |
| Soggetto topico |
Statistics
Biostatistics R (Computer program language) Statistical Theory and Methods Statistics and Computing/Statistics Programs Applied Statistics |
| ISBN | 981-13-0553-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Section: Introduction -- 1.1 Introduction to clustering -- 1.2 R software -- 2. Section: Standard algorithms -- 2.1 Introduction -- 2.2 Distances and dissimilarities -- 2.3 Hierarchical methods -- 2.4 Non-hierarchical methods -- 2.5 Cluster validity -- 3. Section: Fuzzy algorithms -- 3.1 Introduction -- 3.2 Fuzzy K-means -- 3.3 Fuzzy K-medoids -- 3.4 Other fuzzy variants -- 3.5 Cluster validity -- 4. Section: Model-based algorithms -- 4.1 Introduction -- 4.2 Mixture of Gaussian distributions -- 4.3 Mixture of non-Gaussian distributions -- 4.4 Parsimonious mixture models. |
| Record Nr. | UNISA-996601666903316 |
|
Giordani Paolo (Writer on statistics.
|
||
| Springer Singapore, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
An Introduction to Clustering with R / / by Paolo Giordani, Maria Brigida Ferraro, Francesca Martella
| An Introduction to Clustering with R / / by Paolo Giordani, Maria Brigida Ferraro, Francesca Martella |
| Autore | Giordani Paolo (Writer on statistics. |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Springer Singapore, 2020 |
| Descrizione fisica | 1 online resource (346 pages) |
| Disciplina | 519.53 |
| Collana | Behaviormetrics: Quantitative Approaches to Human Behavior |
| Soggetto topico |
Statistics
Biostatistics R (Computer program language) Statistical Theory and Methods Statistics and Computing/Statistics Programs Applied Statistics |
| ISBN | 981-13-0553-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Section: Introduction -- 1.1 Introduction to clustering -- 1.2 R software -- 2. Section: Standard algorithms -- 2.1 Introduction -- 2.2 Distances and dissimilarities -- 2.3 Hierarchical methods -- 2.4 Non-hierarchical methods -- 2.5 Cluster validity -- 3. Section: Fuzzy algorithms -- 3.1 Introduction -- 3.2 Fuzzy K-means -- 3.3 Fuzzy K-medoids -- 3.4 Other fuzzy variants -- 3.5 Cluster validity -- 4. Section: Model-based algorithms -- 4.1 Introduction -- 4.2 Mixture of Gaussian distributions -- 4.3 Mixture of non-Gaussian distributions -- 4.4 Parsimonious mixture models. |
| Record Nr. | UNINA-9910863135103321 |
|
Giordani Paolo (Writer on statistics.
|
||
| Springer Singapore, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Mathematical Models in Biology [[electronic resource] ] : Bringing Mathematics to Life / / edited by Valeria Zazzu, Maria Brigida Ferraro, Mario R. Guarracino
| Mathematical Models in Biology [[electronic resource] ] : Bringing Mathematics to Life / / edited by Valeria Zazzu, Maria Brigida Ferraro, Mario R. Guarracino |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (207 p.) |
| Disciplina | 510 |
| Soggetto topico |
Biomathematics
Life sciences Matrix theory Algebra Mathematical analysis Analysis (Mathematics) Mathematical and Computational Biology Life Sciences, general Linear and Multilinear Algebras, Matrix Theory Analysis |
| ISBN | 3-319-23497-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Image segmentation, processing and analysis in microscopy and life science -- Image analysis and classification for high-throughput screening of embryonic stem cells -- Exploiting “mental” images in artificial neural network computation -- Applying design of experiment methodology to PEI toxicity assay on neural progenitor cells -- A design of experiment approach to optimize an image analysis protocol for drug screening -- Computational modeling of miRNA biogenesis -- Tunicate neurogenesis: the case of the SoxB2 missing CNE -- MECP2: a multifunctional protein supporting brain complexity -- DNA barcode classification using general regression neural network with different distance models -- First application of a distance-based outlier approach to detect highly differentiated genomic regions across human populations -- Predicting the metagenomic content using multiple CART trees -- A statistical approach to infer 3D chromatin structure -- Basic exploratory proteins analysis with statistical methods applied on structural features -- Modeling of Protein Surface using Parallel Heterogeneous Architectures. |
| Record Nr. | UNINA-9910300259003321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Soft Methods for Data Science [[electronic resource] /] / edited by Maria Brigida Ferraro, Paolo Giordani, Barbara Vantaggi, Marek Gagolewski, María Ángeles Gil, Przemysław Grzegorzewski, Olgierd Hryniewicz
| Soft Methods for Data Science [[electronic resource] /] / edited by Maria Brigida Ferraro, Paolo Giordani, Barbara Vantaggi, Marek Gagolewski, María Ángeles Gil, Przemysław Grzegorzewski, Olgierd Hryniewicz |
| Edizione | [1st ed. 2017.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
| Descrizione fisica | 1 online resource (538 p.) |
| Disciplina | 620 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Artificial intelligence Probabilities Mathematical statistics Computational Intelligence Artificial Intelligence Probability Theory and Stochastic Processes Probability and Statistics in Computer Science |
| ISBN | 3-319-42972-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Mean Value and Variance of Fuzzy Numbers with Non-continuous Membership Functions -- On the Construction of Radially Symmetric Trivariate Copulas -- Simulation of the Night Shift Solid Waste Collection System of Phuket Municipality -- Updating Context in the Equation: An Experimental Argument with Eye Tracking -- Black-Litterman Model with Multiple Experts' Linguistic Views -- Representing Lightweight Ontologies in a Product-Based Possibility Theory Framework -- Asymptotics of Predictive Distributions -- Independent K-Sample Equality Distribution Test Based on the Fuzzy Representation -- Agglomerative Fuzzy Clustering -- Bayesian Inference with Linkage Uncertainty: Applications in Official Statistics -- The Extension of Imprecise Probabilities Based on Generalized Credal Sets -- A Generalized SMART Fuzzy Disjunction of Volatility Indicators Applied to Option Pricing in a Binomial Model -- The Representation of Conglomerative Functionals -- The Likelihood Interpretation of Fuzzy Data -- Combining the Information of Multiple Ranker in Ranked Set Sampling with Fuzzy Set Approach -- A Savage-like Representation Theorem for Preferences on Multi-acts -- On Some Functional Characterizations of (fuzzy) Set-Valued Random Elements -- Maximum Likelihood Under Incomplete Information: Toward a Comparison of Criteria -- The Use of Uncertainty to Choose Matching Variables in Statistical Matching -- Beyond Fuzzy, Possibilistic and Rough: An Investigation of Belief Functions in Clustering -- Small Area Estimation in Presence of Linkage Errors -- A Test for Truncation Invariant Dependence -- Finite Mixture Of Linear Regression Models: An Adaptive Constrained Approach to Maximum Likelihood Estimation -- Detecting Dependence in Tourists' Spending Behavior -- Robust Fuzzy Clustering via Trimming and Constraints -- One-factor Levy-frailty Copulas with Inhomogeneous Trigger Rates -- A Perceptron Classifier and Corresponding Probabilities -- Fuzzy -Signals Fed to Gaussian Channels -- Fuzzy Clustering Through Robust Factor Analyzers -- Consensus-based Clustering in Numerical Decision-Making -- Spatial Outlier Detection Using GAMs and Geographical Information Systems -- Centering and Compound Conditionals Under Coherence -- Approximate Bayesian Methods for Multivariate and Conditonal Copulae -- The Sign Test for the Interval-Valued Data -- Probability Distributions Related to Fuzzy P-Values -- Probabilistic Semantics and Pragmatics for the Language of Uncertainty -- Dynamic Analysis of the Development of Scientific Communities in the Field of Soft Computing -- Talk to your Neighbour: a Belief Propagation Approach to Data Fusion -- The Qualitative Characteristics of Combining Evidence with Discounting -- Measuring the Dissimilarity Between the Distributions of Two Random Fuzzy Numbers -- An Empirical Analysis of the Coherence Between Fuzzy Rating Scale- and Likert Scale-Based Responses to Questionnaires -- Asymptotic Results for Sums of Independent Random Variables with Alternating Laws -- Dispersion Measures and Multidistances on Rk -- Full Conglomerability, Continuity and Marginal Extension -- On Extreme Points of P-Boxes and Belief Functions -- Modelling the Dependence in Multivariate Longitudinal Data by Pair Copula Decomposition -- Predictability in Probabilistic Discrete Event Systems -- A Sandwich Theorem for Natural Extensions -- Envelopes of Joint Probabilities with Given Marginals Under Absolute Continuity or Equivalence Constraints -- Square of Opposition Under Coherence -- Testing of Coarsening Mechanisms: Coarsening at Random Versus Subgroup Independence -- Two-sample Similarity Test for the Expected Value of Random Intervals -- Handling Uncertainty in Structural Equation Modeling -- Detecting Inconsistencies in Revision Problems -- Tukeys Biweight Loss Function for Fuzzy Set-Valued M-Estimators of Location -- Technical Gestures Recognition by Set-Valued Hidden Markov Models with Prior Knowledge -- Time Series Modeling Based on Fuzzy Transform -- Back to \Reasoning" -- Lexicographic Choice Functions Without Archimedeanicity -- Composition Operator for Credal Sets Reconsidered -- A Nonparametric Linearity Test for a Sort of Multivariate Regression Model with Fuzzy Data -- Treat a Fuzzy Dependence Among Causes and Lives in Insurance with Some Copulas Based Approaches -- A Portfolio Diversication Strategy via Tail Dependence Clustering -- An Upper Bound Estimation About the Sample Average of Interval-valued Random Sets -- On Asymptotic Properties of the Multiple Fuzzy Least Squares Estimator. |
| Record Nr. | UNINA-9910254176903321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||