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2016, Chapman & Hall/CRC handbooks of modern statistical methods, ISBN 9781466551886, xx, 753 pages
Book
2010, ISBN 9780521119139, Volume 9780521119139, xvii, 316 p., [16] p. of plates
"Presenting the state of the art in sparse and multiscale image and signal processing, this book weds theory and practice to examine their applications in a... 
Signal processing | Transformations (Mathematics) | Wavelets (Mathematics) | Image processing | Sparse matrices | Image Processing | Computer Science
Book
Journal of classification, ISSN 1432-1343, 2014, Volume 31, Issue 3, pp. 274 - 295
Journal Article
Wiley interdisciplinary reviews. Data mining and knowledge discovery, ISSN 1942-4795, 2011, Volume 2, Issue 1, pp. 86 - 97
We survey agglomerative hierarchical clustering algorithms and discuss efficient implementations that are available in R and other software environments. We... 
EFFICIENT ALGORITHM | COMPUTER SCIENCE, THEORY & METHODS | MODEL | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Algorithms | Hierarchies | Self organizing maps | Clustering
Journal Article
International Journal of Cognitive Informatics and Natural Intelligence, ISSN 1557-3958, 10/2015, Volume 8, Issue 4, pp. 1 - 16
The author reviews the theory and practice of determining what parts of a data set are ultrametric. He describes the potential relevance of ultrametric... 
Text analysis | Correspondence analysis | Computation | Psychoanalysis | Social media | Ultrametric | Cognition | Metric | Unsupervised classification | Hierarchical clustering | Multivariate data analysis | Mattes | Intelligence | Picking | Texts | Social networks | Complement | Pattern recognition | Topology
Journal Article
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, ISSN 1942-4787, 11/2017, Volume 7, Issue 6, p. n/a
We survey agglomerative hierarchical clustering algorithms and discuss efficient implementations that are available in R and other software environments. We... 
VISUALIZATION | EFFICIENT ALGORITHM | COMPUTER SCIENCE, THEORY & METHODS | MODEL | SIMILARITY | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Algorithms | Self organizing maps | Data mining | Clustering
Journal Article
Expert systems with applications, ISSN 0957-4174, 2019, Volume 129, pp. 296 - 310
•A new CDC algorithm.•6 indicators to evaluate the results.•26 experiments had been conducted. A variety of algorithms have recently emerged in the field of... 
Cluster analysis | Algorithm | Euclidean distance | MST | Datasets | Euclidean geometry | Data points | Algorithms | Robustness (mathematics) | Outliers (statistics) | Qualitative analysis | Clustering
Journal Article
2009, ISBN 9781584885948, xii, 280
Book
P-Adic Numbers, Ultrametric Analysis, and Applications, ISSN 2070-0466, 7/2016, Volume 8, Issue 3, pp. 236 - 247
We develop the theory and practical implementation of p-adic sparse coding of data. Rather than the standard, sparsifying criterion that uses the L 0... 
Algebra | p -adic numbers | hierarchical clustering | Mathematics | big data | ultrametric topology | binary rooted tree | computational and storage complexity | p-adic numbers | Analysis | Big data
Journal Article
P-adic numbers, ultrametric analysis, and applications, ISSN 2070-0474, 2012, Volume 4, Issue 3, pp. 193 - 206
We mathematically model Ignacio Matte Blanco’s principles of symmetric and asymmetric being through use of an ultrametric topology. We use for this the highly... 
text analysis | Algebra | symmetry | reasoning | hierarchy | bi-logic | Mathematics | model | logic | ultrametric topology | psycho-analysis | Matte Blanco | Computer Science - Artificial Intelligence
Journal Article
1998, ISBN 9780521590846, x, 287
Powerful techniques have been developed in recent years for the analysis of digital data, especially the manipulation of images. This book provides an in-depth... 
Signal processing | Data processing | Mathematics | Wavelets (Mathematics) | Digital techniques | Physical sciences
Book
Journal of Classification, ISSN 0176-4268, 04/2018, Volume 35, Issue 1, pp. 5 - 28
... for Judgement of the Quality of Research Fionn Murtagh University of Derby, UK and Goldsmiths, University of London, UK Michael Orlov National Research University Higher... 
Scientometrics | Multicriteria decision making | Rank aggregation | Semantic analysis | Taxonomy | Research impact | Stratification | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | PSYCHOLOGY, MATHEMATICAL | INDEX | Information management | Scientists | Analysis | Resveratrol | Data analysis | Well construction | Researchers | Research projects | Research
Journal Article
IEEE transactions on image processing, ISSN 1057-7149, 2003, Volume 12, Issue 6, pp. 706 - 717
Journal Article
1987, Astrophysics and space science library, ISBN 9789027724250, Volume 131, xvi, 210
Book
2012, Chapman & Hall/CRC computer science & data analysis series, ISBN 1439867631, xv, 227
"Data analysis is changing fast. Driven by a vast range of application domains and affordable tools, machine learning has become mainstream. Unsupervised data... 
Data mining | Statistical methods | Machine learning
Book
The Computer Journal, ISSN 0010-4620, 3/2010, Volume 53, Issue 3, pp. 304 - 315
Journal Article
Journal of classification, ISSN 1432-1343, 2010, Volume 26, Issue 3, pp. 249 - 277
Journal Article
Computer Journal, ISSN 0010-4620, 05/2010, Volume 53, Issue 4, pp. 405 - 416
Journal Article
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