0
Your cart

Your cart is empty

Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning

Buy Now

Automated Taxonomy Discovery and Exploration (Hardcover, 1st ed. 2022) Loot Price: R1,504
Discovery Miles 15 040
Automated Taxonomy Discovery and Exploration (Hardcover, 1st ed. 2022): Jiaming Shen, Jiawei Han

Automated Taxonomy Discovery and Exploration (Hardcover, 1st ed. 2022)

Jiaming Shen, Jiawei Han

Series: Synthesis Lectures on Data Mining and Knowledge Discovery

 (sign in to rate)
Loot Price R1,504 Discovery Miles 15 040 | Repayment Terms: R141 pm x 12*

Bookmark and Share

Expected to ship within 12 - 19 working days

This book provides a principled data-driven framework that progressively constructs, enriches, and applies taxonomies without leveraging massive human annotated data. Traditionally, people construct domain-specific taxonomies by extensive manual curations, which is time-consuming and costly. In today's information era, people are inundated with the vast amounts of text data. Despite their usefulness, people haven't yet exploited the full power of taxonomies due to the heavy curation needed for creating and maintaining them. To bridge this gap, the authors discuss automated taxonomy discovery and exploration, with an emphasis on label-efficient machine learning methods and their real-world usages. Taxonomy organizes entities and concepts in a hierarchy way. It is ubiquitous in our daily life, ranging from product taxonomies used by online retailers, topic taxonomies deployed by news outlets and social media, as well as scientific taxonomies deployed by digital libraries across various domains. When properly analyzed, these taxonomies can play a vital role for science, engineering, business intelligence, policy design, e-commerce, and more. Intuitive examples are used throughout enabling readers to grasp concepts more easily.

General

Imprint: Springer International Publishing AG
Country of origin: Switzerland
Series: Synthesis Lectures on Data Mining and Knowledge Discovery
Release date: October 2022
First published: 2022
Authors: Jiaming Shen • Jiawei Han
Dimensions: 240 x 168mm (L x W)
Format: Hardcover
Pages: 103
Edition: 1st ed. 2022
ISBN-13: 978-3-03-111404-5
Categories: Books > Computing & IT > Applications of computing > Databases > Data mining
Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
Promotions
LSN: 3-03-111404-3
Barcode: 9783031114045

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!

You might also like..

Machine Learning and Data Mining
I Kononenko, M Kukar Paperback R2,019 Discovery Miles 20 190
Deep Learning Applications: In Computer…
Qi Xuan, Yun Xiang, … Hardcover R2,840 Discovery Miles 28 400
Digital Technologies for Agriculture
Narendra Rathore Singh Hardcover R6,923 Discovery Miles 69 230
Statistical Modeling in Machine Learning…
Tilottama Goswami, G. R. Sinha Paperback R4,171 Discovery Miles 41 710
Cyber-Physical System Solutions for…
Vanamoorthy Muthumanikandan, Anbalagan Bhuvaneswari, … Hardcover R7,203 Discovery Miles 72 030
Machine Learning for Planetary Science
Joern Helbert, Mario D'Amore, … Paperback R3,590 Discovery Miles 35 900
Machine Learning Techniques for Pattern…
Mohit Dua, Ankit Kumar Jain Hardcover R8,638 Discovery Miles 86 380
Cognitive Data Models for Sustainable…
Siddhartha Bhattacharyya, Naba Kumar Mondal, … Paperback R2,941 Discovery Miles 29 410
Get Started Programming with Python…
Manuel Mcfeely Hardcover R821 R710 Discovery Miles 7 100
Deep Learning for Chest Radiographs…
Yashvi Chandola, Jitendra Virmani, … Paperback R2,186 Discovery Miles 21 860
Research Anthology on Machine Learning…
Information R Management Association Hardcover R17,460 Discovery Miles 174 600
Applications of Machine Learning and…
Ran Yan, Shuaian Wang Hardcover R3,377 R3,048 Discovery Miles 30 480

See more

Partners