| Similarity Search - The Metric Space Approach Pavel Zezula, Giuseppe Amato, Vlastislav Dohnal, Michal Batko - This book presents the metric search approach in a nutshell and presents approaches particularly designed for searching in large collections of data.
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| A generative theory of relevance Victor Lavrenko -
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| Flexible Pattern Matching in Strings, Practical on-line search algorithms for texts G. Navarro, M. Raffinot -
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| Information retrieval C. J. "Keith" van Rijsbergen - The classic book on information retrieval techniques
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| Introduction to Information Retrieval Christopher D. Manning, Prabhakar Raghavan, and Hinrich Schütze -
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| Managing Gigabytes (second edition) Ian H. Witten, Alistair Moffat, Timothy C. Bell - Compressing and Indexing Documents and Images
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| Modern information retrieval Ricardo Baeza-Yates, Berthier Ribeiro-Neto - A description of book by (table of contents) and a couple of chapters
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| Reliable Reasoning: Induction and Statistical Learning Theory Gilbert Harman, Sanjeev Kulkarni -
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| The Elements of Statistical Learning: Data Mining, Inference, and Prediction. Trevor Hastie , Robert Tibshirani , Jerome Friedman -
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