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Albalate Amparo Semi-Supervised and Unsupervised Machine Learning. Novel Strategies


This book provides a detailed and up-to-date overview on classification and data mining methods. The first part is focused on supervised classification algorithms and their applications, including recent research on the combination of classifiers. The second part deals with unsupervised data mining and knowledge discovery, with special attention to text mining. Discovering the underlying structure on a data set has been a key research topic associated to unsupervised techniques with multiple applications and challenges, from web-content mining to the inference of cancer subtypes in genomic microarray data. Among those, the book focuses on a new application for dialog systems which can be thereby made adaptable and portable to different domains. Clustering evaluation metrics and new approaches, such as the ensembles of clustering algorithms, are also described.

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E. Madhusudhana Reddy Enhancement to Selective Incremental Approach for Transductive Nearest Neighbour Classification


Master's Thesis from the year 2012 in the subject Computer Science - Didactics, , course: COMPUTER SCIENCE & ENGINEERING, language: English, abstract: During the last years, semi-supervised learning has emerged as an exciting new direction in machine learning research. It is closely related to profound issues of how to do inference from data, as witnessed by its overlap with transductive inference. Semi-Supervised learning is the half-way between Supervised and Unsupervised Learning. In this majority of the patterns are unlabelled, they are present in Test set and knowed labeled patterns are present in Training set. Using these training set, we assign the labels for test set. Here our Proposed method is using Nearest Neighbour Classifier for Semi-Supervised learning we can label the unlabelled patterns using the labeled patterns and then compare these method with the traditionally Existing methods as graph mincut, spectral graph partisan, ID3,Nearest Neighbour Classifier and we are going to prove our Proposed method is more scalable than the Existing methods and reduce time complexity of SITNNC(Selective Incremental Approach for Transductive Nearest Neighbour Classifier) using Leaders Algorithm.

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Каска Amparo 116606


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Amparo Albalate (Author of Semi-Supervised and Unervised ...

Amparo Albalate is the author of Semi-Supervised and Unervised Machine Learning (4.00 avg rating, 1 rating, 0 reviews, published 2013), Semi-Supervised a...

Semi-Supervised and Unsupervised Machine Learning: Novel ...

Buy Semi-Supervised and Unsupervised Machine Learning: Novel Strategies (Iste) by Amparo Albalate, Wolfgang Minker (ISBN: 9781848212039) from Amazon's Book Store. Everyday low prices and free delivery on eligible orders.

Albalate amparo semi supervised and. Novel Strategies on Semi-Supervised and Unsupervised ...

Novel Strategies on Semi-Supervised and Unsupervised Machine Learning PhD Examination Amparo Albalate | 26 January 2011 | Institute of Informationtechnology. Page 2 Novel strategies on semi- and unsupervised machine learning | Amparo Albalate | 26 January 2011 Contents • Motivation • State of the art • Own approaches • Conclusions • Contributions and future directions. Page 2 Novel ...

Semi-Supervised and Unervised Machine Learning (eBook)

Semi-Supervised and Unervised Machine Learning von Amparo Albalate, Wolfgang Minker (ISBN 978-1-118-58633-4) online kaufen | Sofort-Download - lehmanns.de

Amparo Gema Albalate Gómez - Ulm University

M.Sc. Amparo Gema Albalate Gómez PhD Topic Dr.-Ing. Amparo Gema Albalate Gomez Novel Strategies on Semi-Supervised and Unsupervised Machine Learning completed. Research Interests Unsupervised Classification Methods; Semantic Analysis; Publications Supervised Master / Bachelor Thesis ...

Amparo Albalate & Wolfgang Minker: Semi-Supervised and ...

This book provides a detailed and up-to-date overview on classification and data mining methods. The first part is focused on supervised classification algorithms and their applications, ...

Amparo Albalate's research works | Ulm University, Ulm ...

Amparo Albalate's 22 research works with 29 citations and 302 reads, including: Semi‐Supervised Classification Using Pattern Clustering

Semi-Supervised and Unsupervised Machine Learning: Novel ...

This book provides a detailed and up-to-date overview on classification and data mining methods. The first part is focused on supervised classification algorithms and their applications, including recent research on the combination of classifiers.

Albalate amparo semi supervised and. Amparo Gema Albalate Gómez - Ulm University

M.Sc. Amparo Gema Albalate Gómez PhD Topic Dr.-Ing. Amparo Gema Albalate Gomez Novel Strategies on Semi-Supervised and Unsupervised Machine Learning completed. Research Interests Unsupervised Classification Methods; Semantic Analysis; Publications Supervised Master / Bachelor Thesis ...

Semi-Supervised and Unsupervised Machine Learning von ...

Semi-Supervised and Unsupervised Machine Learning von Amparo Albalate, Wolfgang Minker (ISBN 978-1-84821-203-9) bestellen. Schnelle Lieferung, auch auf Rechnung - lehmanns.de

Novel Strategies on Semi-Supervised and Unsupervised ...

Novel Strategies on Semi-Supervised and Unsupervised Machine Learning PhD Examination Amparo Albalate | 26 January 2011 | Institute of Informationtechnology. Page 2 Novel strategies on semi- and unsupervised machine learning | Amparo Albalate | 26 January 2011 Contents • Motivation • State of the art • Own approaches • Conclusions • Contributions and future directions. Page 2 Novel ...

Semi-Supervised and Unsupervised Machine Learning

Semi-Supervised and Unsupervised Machine Learning: Novel Strategies by Amparo Albalate. Read online, or download in secure PDF or secure EPUB format

Albalate amparo semi supervised and. Semi-Supervised and Unsupervised Machine Learning: Novel ...

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Semi-Supervised and Unsupervised Machine Learning: Novel ...

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Semi-Supervised and Unsupervised Machine Learning

Semi-Supervised and Unsupervised Machine Learning iSlE Novel Strategies Amparo Albalate Wolfgang Minker ~WILEY

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