Part 1 of book "Introduction to Data Compression (Third edition)" provide with knowledge about: introduction; mathematical preliminaries for lossless compression; huffman coding; arithmetic coding; dictionary techniques; context-based compression; lossless image compression; mathematical preliminaries for lossy coding; scalar quantization; vector quantization;...

 347 p hdu 05/07/2022 88 1 Download

Continued part 1, part 2 of book "Introduction to Data Compression (Third edition)" provide with knowledge about: differential encoding; mathematical preliminaries for transforms, subbands, and wavelets; transform coding; subband coding; wavelet-based compression; audio coding; analysis/synthesis and analysis by synthesis schemes; video compression; probability and random processes;...

 356 p hdu 05/07/2022 83 0 Download

This book "Introduction to Data Compression" provide students with knowledge about: introduction; information theory; probability coding; applications of probability coding; the Lempel-Ziv algorithms; other lossless compression; lossy compression techniques; a case study: JPEG and MPEG; other lossy transform codes;...

 55 p hdu 05/07/2022 74 1 Download

Part 1 of the document "Speech and language processing: An introduction to natural language processing, computational linguistics, and speech recognition" provide with knowledge about: regular expressions, text normalization, edit distance; N-gram language models; naive bayes and sentiment classification; logistic regression; vector semantics and embeddings; neural networks and neural language models;...

 287 p hdu 05/07/2022 57 1 Download

Part 2 of the document "Speech and language processing: An introduction to natural language processing, computational linguistics, and speech recognition" provide with knowledge about: dependency parsing; logical representations of sentence meaning; computational semantics and semantic parsing; information extraction; word senses and WordNet; semantic role labeling; lexicons for sentiment, affect, and connotation;...

 336 p hdu 05/07/2022 42 0 Download

Part 1 of book "Searching multimedia databases by content" provide with knowledge about: database indexing methods; introduction to relational DBMS; primary key access methods; secondary key access methods; spatial access methods (SAMS); access methods for text;...

 66 p hdu 05/07/2022 85 3 Download

Continued part 1, part 2 of book "Searching multimedia databases by content" provide with knowledge about: indexing signals; problem – intuition; 1-D time sequences; 2-D color images; sub-pattern matching; fastmap; mathematical toolbox;...

 101 p hdu 05/07/2022 52 1 Download

The goal of book "Principles of Visual Information Retrieval" is to describe and illuminate the fundamental principles of visual information retrieval. Consequently, the intention is to introduce basic concepts and techniques, and develop a foundation, which can be used as a cornerstone for later study and research. Please refer to the content of part 1 of book.

 209 p hdu 05/07/2022 98 0 Download

The goal of book "Principles of Visual Information Retrieval" is to describe and illuminate the fundamental principles of visual information retrieval. Consequently, the intention is to introduce basic concepts and techniques, and develop a foundation, which can be used as a cornerstone for later study and research. Please refer to the content of part 2 of book.

 156 p hdu 05/07/2022 85 0 Download

This book "Computational complexity: A modern approach" aims to describe such recent achievements of complexity theory in the context of more classical results. It is intended to both serve as a textbook and as a reference for self-study. Part 1 of book provide students with knowledge about: basic complexity classes; the computational model - and why it doesn’t matter; NP and NP completeness; the polynomial hierarchy and alternations;...

 240 p hdu 05/07/2022 41 1 Download

This book "Computational complexity: A modern approach" aims to describe such recent achievements of complexity theory in the context of more classical results. It is intended to both serve as a textbook and as a reference for self-study. Part 1 of book provide students with knowledge about: lower bounds for concrete computational models; advanced topics; communication complexity; algebraic computation models; hardness amplification and error...

 269 p hdu 05/07/2022 31 0 Download

Part 1 of book "A practical introduction to: Data Structures and Algorithm Analysis (Edition 3.2 - C++ Version)" provide students with knowledge about: preliminaries; data structures and algorithms; mathematical preliminaries; algorithm analysis; fundamental data structures; lists, stacks, and queues; binary trees; non-binary trees; sorting and searching; internal sorting; file processing and external sorting;...

 247 p hdu 05/07/2022 81 0 Download