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024 7 $a10.1007/0-387-27544-4$2doi
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084 $aTP311. 13$2clc
100 1 $aPapadopoulos, Apostolos N.
245 10 $aNearest neighbor search :$ba database perspective /$cApostolos N. Papadopoulos and Yannis Manolopoulos.
260 $aNew York, NY :$bSpringer,$c℗♭2005.
300 $a1 online resource (xxi, 170 pages) :$billustrations
336 $atext$btxt$2rdacontent
337 $acomputer$bc$2rdamedia
338 $aonline resource$bcr$2rdacarrier
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490 1 $aSeries in computer science
504 $aIncludes bibliographical references (pages 157-167) and index.
520 8 $aAnnotation$bThis book can be used by students, researchers and professionals interested in nearest-neighbor search and related issues. More specifically, the book will be a valuable companion for postgraduate students studying spatial database issues, and for instructors who can use the book as a reference for specialized topics in nearest-neighbor query processing techniques. Researchers in several related areas will find this book useful, since it covers many important research directions.
505 0 $aPart I: Fundamental Issues -- 1. SPATIAL DATABASE CONCEPTS -- 1 Introduction -- 2 Spatial Query Processing -- 3 Access Methods -- 4 Handling High-Dimensional Data -- 5 Spatial Data Support in Commercial Systems -- 6 Summary -- 7 Further Reading -- 2. THE R-TREE AND VARIATIONS -- 1 Introduction -- 2 The Original R-tree -- 3 Dynamic R-tree Variants -- 3.1 The R+-tree -- 3.2 The R*-tree -- 3.3 The Hilbert R-tree -- 4 Static R-tree Variants -- 4.1 The Packed R-tree -- 4.2 The Hilbert Packed R-tree -- 4.3 The STR Packed R-tree -- 5. Performance Issues -- 6. R-trees in Emerging Applications -- 7. Summary -- 8. Further Reading -- Part II Nearest Neighbor Search in Spatial and Spatiotemporal Databases -- 3. NEAREST NEIGHBOR QUERIES -- 1 Introduction -- 2 The Nearest Neighbor Problem -- 3 Applications -- 4 Nearest Neighbor Queries in R-trees -- 5 Nearest Neighbor Queries in Multimedia Applications 6 Summary -- 7 Further Reading -- 4. ANALYSIS OF NEAREST NEIGHBOR QUERIES -- 1 Introduction -- 2 Analytical Considerations -- 2.1 Preliminaries -- 2.2 Estimation of dnn and dm 2.3 Performance Estimation -- 3 Performance Evaluation -- 3.1 Preliminaries -- 3.2 Experimental Results -- 4 Summary -- 5 Further Reading -- 5. NEAREST NEIGHBOR QUERIES IN MOVING OBJECTS -- 1 Introduction -- 2 Organizing Moving Objects -- 3 Nearest Neighbor Queries -- 3. 1 The NNS Algorithm -- 3.1 Algorithm NNS-a -- 3.1.2 Algorithm NNS-b -- 3.2 Query Processing with TPR-trees -- 4 Performance Evaluation -- 4.1 Preliminaries -- 4.2 Experimental Results 5 Summary -- 6 Further Reading.
505 0 $aPart III Nearest Neighbor Search with Multiple Resources -- 6. PARALLEL AND DISTRIBUTED DATABASES -- 1 Introduction -- 2 Multidisk Systems -- 3 Multiprocessor Systems -- 4 Distributed Systems -- 5 Summary -- 6 Further Reading -- 7 MULTIDISK QUERY PROCESSING -- 1 Introduction -- 2 Algorithms -- 2.1 The Branch-and-Bound Algorithm -- 2.2 Full-Paral1el Similarity Search -- 2.3 Candidate Reduction Similarity Search -- 2.4 Optimal Similarity Search -- 3 Performance Evaluation -- 3.1 Preliminaries -- 3.2 Experimental Results -- 3.3 Interpretation of Results -- 4 Summary -- 5 Further Reading -- 8. MULTIPROCESSOR QUERY PROCESSING -- 1 Introduction -- 2 Performance Estimation -- 3 Parallel Algorithms -- 3.1 Adapting BB-NNF in Declustered R-trees -- 3.2 The Parallel Nearest Neighbor Finding (P-NNF) Method -- 3.3 When Statistics are not Available -- 3.4 Correctness of P-NNF Algorithms -- 4 Performance Evaluation -- 4.1 Preliminaries -- 4.2 The Cost Model -- 4.3 Experimental Results -- 4.4 Interpretation of Results -- 5 Summary -- 6 Further Reading -- 9. DISTRIBUTED QUERY PROCESSING -- 1 Introduction -- 2 Query Evaluation Strategies -- 2.1 Algorithms -- 2.2 Theoretical Study -- 2.3 Analytical Comparison -- 3 The Impact of Derived Data -- 4 Performance Evaluation -- 4.1 Preliminaries -- 4.2 Cost Model Evaluation -- 4.3 Experimental Results -- 5 Discussion -- 6 Summary -- 7 Further Reading.
588 0 $aPrint version record.
650 0 $aDatabase management.
650 0 $aNearest neighbor analysis (Statistics)
650 7 $aCOMPUTERS$xDesktop Applications$xDatabases.$2bisacsh
650 7 $aCOMPUTERS$xDatabase Management$xGeneral.$2bisacsh
650 7 $aCOMPUTERS$xSystem Administration$xStorage & Retrieval.$2bisacsh
650 07 $aDatabase management.$2cct
650 07 $aNearest neighbor analysis (Statistics)$2cct
650 7 $aInformatique.$2eclas
650 7 $aDatabase management.$2fast$0(OCoLC)fst00888037
650 7 $aNearest neighbor analysis (Statistics)$2fast$0(OCoLC)fst01035318
655 4 $aElectronic books.
700 1 $aManolopoulos, Yannis,$d1957-
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