Advanced algorithms and data structures / (Record no. 21769)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02083nam a2200229Ia 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | NULRC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250520103028.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250520s9999 xx 000 0 und d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781617295485 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | NULRC |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA 76.9 .R63 2021 |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Rocca, Marcello La |
| Relator term | author |
| 245 #0 - TITLE STATEMENT | |
| Title | Advanced algorithms and data structures / |
| Statement of responsibility, etc. | Marcello La Rocca |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Shelter Island, NY : |
| Name of publisher, distributor, etc. | Manning Publications, |
| Date of publication, distribution, etc. | c2021 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxvii, 735.pages : |
| Other physical details | illustrations ; |
| Dimensions | 24 cm. |
| 365 ## - TRADE PRICE | |
| Price amount | USD48 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes index. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1 Introducing data structures -- PART 1 IMPROVING OVER BASIC DATA STRUCTURES -- 2 Improving priority queues: d-way heaps -- 3 Treaps: Using randomization to balance binary search trees -- 4 Bloom filters: Reducing the memory for tracking content -- 5 Disjoint sets: Sub-linear time processing -- 6 Trie, radix trie: Efficient string search -- 7 Use case: LRU cache -- PART 2 MULTIDEMENSIONAL QUERIES -- 8 Nearest neighbors search -- 9 K-d trees: Multidimensional data indexing -- 10 Similarity Search Trees: Approximate nearest neighbors search for image retrieval -- 11 Applications of nearest neighbor search -- 12 Clustering -- 13 Parallel clustering: MapReduce and canopy clustering -- PART 3 PLANAR GRAPHS AND MINIMUM CROSSING NUMBER -- 14 An introduction to graphs: Finding paths of minimum distance -- 15 Graph embeddings and planarity: Drawing graphs with minimal edge intersections -- 16 Gradient descent: Optimization problems (not just) on graphs -- 17 Simulated annealing: Optimization beyond local minima -- 18 Genetic algorithms: Biologically inspired, fast-converging optimization. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Advanced Algorithms and Data Structures introduces a collection of algorithms for complex programming challenges in data analysis, machine learning, and graph computing. You'll discover cutting-edge approaches to a variety of tricky scenarios. You'll even learn to design your own data structures for projects that require a custom solution |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | ALGORITHMS |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Library of Congress Classification |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Library of Congress Classification | Digital Forensic | LRC - Main | National University - Manila | General Circulation | 05/07/2024 | Purchased - Amazon | 48.00 | GC QA 76.9 .R63 2021 | NULIB000019528 | 05/20/2025 | c.1 | 05/20/2025 | Books |