Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Machine Learning for Text

Machine Learning for Text

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783319735313
Condition
New
Product Description

Text analytics is a field that lies on the interface of information retrieval,machine learning, and natural language processing, and this textbook carefully covers a coherently organized framework drawn from these intersecting topics. The chapters of this textbook is organized into three categories: - Basic algorithms: Chapters 1 through 7 discuss the classical algorithms for machine learning from text such as preprocessing, similarity computation, topic modeling, matrix factorization, clustering, classification, regression, and ensemble analysis. - Domain-sensitive mining: Chapters 8 and 9 discuss the learning methods from text when combined with different domains such as multimedia and the Web. The problem of information retrieval and Web search is also discussed in the context of its relationship with ranking and machine learning methods. - Sequence-centric mining: Chapters 10 through 14 discuss various sequence-centric and natural language applications, such as feature engineering, neural language models, deep learning, text summarization, information extraction, opinion mining, text segmentation, and event detection. This textbook covers machine learning topics for text in detail. Since the coverage is extensive,multiple courses can be offered from the same book, depending on course level. Even though the presentation is text-centric, Chapters 3 to 7 cover machine learning algorithms that are often used indomains beyond text data. Therefore, the book can be used to offer courses not just in text analytics but also from the broader perspective of machine learning (with text as a backdrop). This textbook targets graduate students in computer science, as well as researchers, professors, and industrial practitioners working in these related fields. This textbook is accompanied with a solution manual for classroom teaching.

Available Colors
Available Sizes
1 Offer Price Range: $39.99 - $39.99
BEST PRICE

Single Product Purchase

$39.99
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$39.99 $39.99

$39.99
See Site In stock Visit Store

Similar Products

Latin America's New Left and the Politics of Gender

$54.99

Selective Sweep

$109.99

Biological Amplification Systems in Immunology

$39.99

Soul and Mind in Greek Thought. Psychological Issues in Plato and Aristotle

$139.99

Third Generation Communication Systems

$84.99

The Women of the Arrow Cross Party

$49.99

Probabilistic-Statistical Methods for Risk Assessment in Civil Aviation

$89.00

Space, Culture, and the Youth in Iran

$54.99

Sharing Ecosystem Services

$119.99

Migration, Social Capital, and Health

$109.99

Entgeltumwandlung

$39.99

Evolution of Cyber Technologies and Operations to 2035

$179.99

Reflexive Pronouns: A Theoretical and Experimental Synthesis

$119.99

Top 100 Management Tools

$34.99

Biochemistry of the Mevalonic Acid Pathway to Terpenoids

$84.99

Dialektik - die Psychologie des berzeugens

$69.99

Sustainable Fashion Supply Chain Management

$169.99

Creating Performances for Teaching and Learning

$99.99

The Neurobiology of Parental Behavior

$299.99

Semantic Processing of Legal Texts

$39.99

Tuna Wars

$39.99

Formal Methods for Quantitative Aspects of Programming Languages

$54.99

Chemie

$49.99

Recherchieren und Publizieren im World Wide Web

$39.99

The Evo-Devo Origin of the Nose, Anterior Skull Base and Midface

$169.99

Karaapaddhati of Putumana Somayj

$109.99

A Responsible Europe?

$54.99

Immunologische und klinisch-diagnostische Studien an tumor-assoziierten Antigenen

$44.99

Prevention, Recognition and Management of Fetal Alcohol Spectrum Disorders

$159.99

Plants in Alpine Regions

$169.00

Origins and Change of the Social Market Economy

$179.99

Bone marrow stem cell therapy for stroke

$139.00

Technische Mechanik 1

$54.99

Masters of the Structural Aesthetic

$129.99

Synergetics of the Brain

$84.99

Achieving Respiratory Health Equality

$84.99

Sicherheit und Rechtsverbindlichkeit mobiler Agenten

$69.99

Advances in Computational Intelligence Techniques

$199.99

Wohneigentum fr breite Schichten der Bevlkerung

$109.00

Synthesis of Saturated Oxygenated Heterocycles II

$219.99