Part 2 of book "Parallel Programming in C with MPI and OpenMP" provide with knowledge about: Monte Carlo methods; matrix multiplication; solving linear systems; finite difference methods; sorting; the past fourier transform; combinatorial search; shared-memory programming; combining MPI and openMP;...

 281 p hdu 05/07/2022 96 0 Download

Part 1 of book "Parallel Programming in C with MPI and OpenMP" provide with knowledge about: motivation and history; parallel architectures; parallel algorithm design; message-passing programming; the sieve of Eratosthenes; Floyd's algorithm; performance analysis; matrix-veltor multiplication; document classification;...

 235 p hdu 05/07/2022 105 1 Download

Part 1 of book "Introduction to Parallel Computing (Second edition)" provide with knowledge about: introduction to parallel computing; parallel programming platforms; principles of parallel algorithm design; basic communication operations; analytical modeling of parallel programs; programming using the message-passing paradigm;...

 291 p hdu 05/07/2022 96 0 Download

Continued part 1, part 2 of book "Introduction to Parallel Computing (Second edition)" provide with knowledge about: programming shared address space platforms; dense matrix algorithms; sorting and bibliographic remarks; graph algorithms; search algorithms for discrete optimization problems; dynamic programming; fast fourier transform;...

 321 p hdu 05/07/2022 72 0 Download

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 93 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 100 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 82 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 62 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 52 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 90 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 59 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 105 0 Download