Text Mining with MATLAB(R) (Paperback)

Preface.- Introduction.- Part I Fundamentals.- Handling Text Data.- Regular Expressions.- Basic Operations with Strings.- Reading and Writing Files.- The Structure of Language.- Part II Mathematical Models. - Basic Corpus Statistics.- Statistical Models.- Geometrical Models.- Dimensionality Reduction.- Part III Methods and Applications. - Document Categorization.- Document Search.- Content Analysis.- Keyword Extraction and Summarization.- Question Answering and Dialogue.- Subject Index.