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New developments in unsupervised outlier detection : algorithms and applications / / Xiaochun Wang, Xiali Wang, Mitch Wilkes
| New developments in unsupervised outlier detection : algorithms and applications / / Xiaochun Wang, Xiali Wang, Mitch Wilkes |
| Autore | Wang Xiaochun |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Singapore : , : Springer, , [2021] |
| Descrizione fisica | 1 online resource (XXI, 277 p. 138 illus., 120 illus. in color.) |
| Disciplina | 006.312 |
| Soggetto topico |
Data mining
Outliers (Statistics) |
| ISBN | 981-15-9519-4 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Overview and Contributions -- Developments in Unsupervised Outlier Detection Research -- A Fast Distance-Based Outlier Detection Technique Using A Divisive Hierarchical Clustering Algorithm -- A k-Nearest Neighbour Centroid Based Outlier Detection Method -- A Minimum Spanning Tree Clustering Inspired Outlier Detection Technique -- A k-Nearest Neighbour Spectral Clustering Based Outlier Detection Technique -- Enhancing Outlier Detection by Filtering Out Core Points and Border Points -- An Effective Boundary Point Detection Algorithm via k-Nearest Neighbours Based Centroid -- A Nearest Neighbour Classifier Based Automated On-Line Novel Visual Percept Detection Method -- Unsupervised Fraud Detection in Environmental Time Series Data. . |
| Record Nr. | UNINA-9910483597703321 |
Wang Xiaochun
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| Singapore : , : Springer, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Outlier analysis / / Charu C. Aggarwal
| Outlier analysis / / Charu C. Aggarwal |
| Autore | Aggarwal Charu C |
| Edizione | [1st ed. 2013.] |
| Pubbl/distr/stampa | New York, NY, : Springer, c2013 |
| Descrizione fisica | 1 online resource (xv, 446 pages) : illustrations (some color) |
| Disciplina |
519.5/2
519.52 |
| Collana | Gale eBooks |
| Soggetto topico |
Outliers (Statistics)
Data mining |
| ISBN | 1-4614-6396-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | An Introduction to Outlier Analysis -- Probabilistic and Statistical Models for Outlier Detection -- Linear Models for Outlier Detection -- Proximity-based Outlier Detection -- High-Dimensional Outlier Detection: The Subspace Method -- Supervised Outlier Detection -- Outlier Detection in Categorical, Text and Mixed Attribute Data -- Time Series and Multidimensional Streaming Outlier Detection -- Outlier Detection in Discrete Sequences -- Spatial Outlier Detection -- Outlier Detection in Graphs and Networks -- Applications of Outlier Analysis. |
| Record Nr. | UNINA-9910437575303321 |
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Aggarwal Charu C
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| New York, NY, : Springer, c2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Robust regression and outlier detection [[electronic resource] /] / Peter J. Rousseeuw, Annick M. Leroy
| Robust regression and outlier detection [[electronic resource] /] / Peter J. Rousseeuw, Annick M. Leroy |
| Autore | Rousseeuw Peter J |
| Pubbl/distr/stampa | New York, : Wiley, c1987 |
| Descrizione fisica | 1 online resource (354 p.) |
| Disciplina | 519.5/36 |
| Altri autori (Persone) | LeroyAnnick M |
| Collana | Wiley series in probability and mathematical statistics. Applied probability and statistics |
| Soggetto topico |
Least squares
Outliers (Statistics) Regression analysis |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-280-25303-7
9786610253036 0-471-72537-4 0-471-72538-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Robust Regression and Outlier Detection; Contents; 1. Introduction; 2. Simple Regression; 3. Multiple Regression; 4. The Special Case of One-Dimensional Location; 5. Algorithms; 6. Outlier Diagnostics; 7. Related Statistical Techniques; References; Table of Data Sets; Index; |
| Record Nr. | UNINA-9910146068303321 |
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Rousseeuw Peter J
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| New York, : Wiley, c1987 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Robust regression and outlier detection [[electronic resource] /] / Peter J. Rousseeuw, Annick M. Leroy
| Robust regression and outlier detection [[electronic resource] /] / Peter J. Rousseeuw, Annick M. Leroy |
| Autore | Rousseeuw Peter J |
| Pubbl/distr/stampa | New York, : Wiley, c1987 |
| Descrizione fisica | 1 online resource (354 p.) |
| Disciplina | 519.5/36 |
| Altri autori (Persone) | LeroyAnnick M |
| Collana | Wiley series in probability and mathematical statistics. Applied probability and statistics |
| Soggetto topico |
Least squares
Outliers (Statistics) Regression analysis |
| ISBN |
1-280-25303-7
9786610253036 0-471-72537-4 0-471-72538-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Robust Regression and Outlier Detection; Contents; 1. Introduction; 2. Simple Regression; 3. Multiple Regression; 4. The Special Case of One-Dimensional Location; 5. Algorithms; 6. Outlier Diagnostics; 7. Related Statistical Techniques; References; Table of Data Sets; Index; |
| Record Nr. | UNINA-9910830175803321 |
|
Rousseeuw Peter J
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||
| New York, : Wiley, c1987 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Robust regression and outlier detection [[electronic resource] /] / Peter J. Rousseeuw, Annick M. Leroy
| Robust regression and outlier detection [[electronic resource] /] / Peter J. Rousseeuw, Annick M. Leroy |
| Autore | Rousseeuw Peter J |
| Pubbl/distr/stampa | New York, : Wiley, c1987 |
| Descrizione fisica | 1 online resource (354 p.) |
| Disciplina | 519.5/36 |
| Altri autori (Persone) | LeroyAnnick M |
| Collana | Wiley series in probability and mathematical statistics. Applied probability and statistics |
| Soggetto topico |
Least squares
Outliers (Statistics) Regression analysis |
| ISBN |
1-280-25303-7
9786610253036 0-471-72537-4 0-471-72538-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Robust Regression and Outlier Detection; Contents; 1. Introduction; 2. Simple Regression; 3. Multiple Regression; 4. The Special Case of One-Dimensional Location; 5. Algorithms; 6. Outlier Diagnostics; 7. Related Statistical Techniques; References; Table of Data Sets; Index; |
| Record Nr. | UNINA-9910876760903321 |
|
Rousseeuw Peter J
|
||
| New York, : Wiley, c1987 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Soggetto topico
-
Outliers (Statistics)
(5)
- Least squares (3)
- Regression analysis (3)
- Data mining (2)