Methods for Handling Imperfect Spatial Information [recurso electrónico] / edited by Robert Jeansoulin, Odile Papini, Henri Prade, Steven Schockaert.
Tipo de material: TextoSeries Studies in Fuzziness and Soft Computing ; 256Editor: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010Descripción: XII, 380 p. online resourceTipo de contenido: text Tipo de medio: computer Tipo de portador: online resourceISBN: 9783642147555Tema(s): Engineering | Engineering mathematics | Engineering | Appl.Mathematics/Computational Methods of EngineeringFormatos físicos adicionales: Printed edition:: Sin títuloClasificación CDD: 519 Clasificación LoC:TA329-348TA640-643Recursos en línea: Libro electrónicoTipo de ítem | Biblioteca actual | Colección | Signatura | Copia número | Estado | Fecha de vencimiento | Código de barras |
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Libro Electrónico | Biblioteca Electrónica | Colección de Libros Electrónicos | TA329 -348 (Browse shelf(Abre debajo)) | 1 | No para préstamo | 374847-2001 |
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TA329 -348 Innovations in Defence Support Systems – 1 | TA329 -348 Advances in Intelligent Tutoring Systems | TA329 -348 Innovations in Multi-Agent Systems and Applications - 1 | TA329 -348 Methods for Handling Imperfect Spatial Information | TA329 -348 Intelligent Distributed Computing IV | TA329 -348 Fuzzy Networks for Complex Systems | TA329 -348 Marketing Intelligent Systems Using Soft Computing |
Part 1: Describing spatial congurations -- Part 2 Symbolic reasoning and information merging -- Part 3: Prediction and interpolation.
Spatial information is pervaded by uncertainty. Indeed, geographical data is often obtained by an imperfect interpretation of remote sensing images, while people attach ill-defined or ambiguous labels to places and their properties. As another example, medical images are often the result of measurements by imprecise sensors (e.g. MRI scans). Moreover, by processing spatial information in real-world applications, additional uncertainty is introduced, e.g. due to the use of interpolation/extrapolation techniques or to conflicts that are detected in an information fusion step. To the best of our knowledge, this book presents the first overview of spatial uncertainty which goes beyond the setting of geographical information systems. Uncertainty issues are especially addressed from a representation and reasoning point of view. In particular, the book consists of 14 chapters, which are clustered around three central topics. The first of these topics is about the uncertainty in meaning of linguistic descriptions of spatial scenes. Second, the issue of reasoning about spatial relations and dealing with inconsistency in information merging is studied. Finally, interpolation and prediction of spatial phenomena are investigated, both at the methodological level and from an application-oriented perspective. The concept of uncertainty by itself is understood in a broad sense, including both quantitative and more qualitative approaches, dealing with variability, epistemic uncertainty, as well as with vagueness of terms.
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