Sari: Synthesis Lectures on Data Mining and Knowledge Discovery
(Ilmumisaeg: 24-May-2025, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031847318)
This book presents a comprehensive range of topics in deep learning for polymer discovery, from fundamental concepts to advanced methodologies. These topics are crucial as they address critical challenges in polymer science and engineering. With...Loe edasi...
This book provides a comprehensive introduction to the foundations and frontiers of graph neural networks. In addition, the book introduces the basic concepts and definitions in graph representation learning and discusses the development of advanced...Loe edasi...
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 cura...Loe edasi...
Sari: Synthesis Lectures on Data Mining and Knowledge Discovery
(Ilmumisaeg: 17-Nov-2022, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031161735)
This book provides a comprehensive introduction to the foundations and frontiers of graph neural networks. In addition, the book introduces the basic concepts and definitions in graph representation learning and discusses the development of advanced...Loe edasi...
Sari: Synthesis Lectures on Data Mining and Knowledge Discovery
(Ilmumisaeg: 29-Sep-2022, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031114045)
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 cura...Loe edasi...
Given a set of objects and a pairwise similarity measure between them, the goal of correlation clustering is to partition the objects in a set of clusters to maximize the similarity of the objects within the same cluster and minimize the simila...Loe edasi...
Francesco Bonchi, David GarcÍa-Soriano, Francesco Gullo
Sari: Synthesis Lectures on Data Mining and Knowledge Discovery
(Ilmumisaeg: 08-Mar-2022, Hardback, Kirjastus: Morgan & Claypool Publishers, ISBN-13: 9781636393254)
Given a set of objects and a pairwise similarity measure between them, the goal of correlation clustering is to partition the objects in a set of clusters to maximize the similarity of the objects within the same cluster and minimize the simila...Loe edasi...
Given a set of objects and a pairwise similarity measure between them, the goal of correlation clustering is to partition the objects in a set of clusters to maximize the similarity of the objects within the same cluster and minimize the similarity o...Loe edasi...
In the past decade, social media has become increasingly popular for news consumption due to its easy access, fast dissemination, and low cost.However, social media also enables the wide propagation of fake news, i.e., news with in...Loe edasi...
In the past decade, social media has become increasingly popular for news consumption due to its easy access, fast dissemination, and low cost. However, social media also enables the wide propagation of fake news, i.e., news with intentionally fals...Loe edasi...
Kai Shu, Huan Liu, Jiawei Han, Lise Getoor, Wei Wang, Johannes Gehrke, Robert Grossman
Sari: Synthesis Lectures on Data Mining and Knowledge Discovery
(Ilmumisaeg: 03-Jul-2019, Hardback, Kirjastus: Morgan & Claypool Publishers, ISBN-13: 9781681735849)
In the past decade, social media has become increasingly popular for news consumption due to its easy access, fast dissemination, and low cost.However, social media also enables the wide propagation of fake news, i.e., news with in...Loe edasi...
Sari: Synthesis Lectures on Data Mining and Knowledge Discovery
(Ilmumisaeg: 21-Mar-2019, Hardback, Kirjastus: Morgan & Claypool Publishers, ISBN-13: 9781681735214)
Unstructured text, as one of the most important data forms, plays a crucial role in data-driven decision making in domains ranging from social networking and information retrieval to scientific research and healthcare informatics. In many emerging...Loe edasi...
Unstructured text, as one of the most important data forms, plays a crucial role in data-driven decision making in domains ranging from social networking and information retrieval to scientific research and healthcare informatics. In many emerging...Loe edasi...
Unstructured text, as one of the most important data forms, plays a crucial role in data-driven decision making in domains ranging from social networking and information retrieval to scientific research and healthcare informatics. In many emerging...Loe edasi...
Guozhu Dong, Jiawei Han, Lise Getoor, Wei Wang, Johannes Gehrke, Robert Grossman
Sari: Synthesis Lectures on Data Mining and Knowledge Discovery
(Ilmumisaeg: 22-Feb-2019, Hardback, Kirjastus: Morgan & Claypool Publishers, ISBN-13: 9781681735047)
This book presents pattern-based problem-solving methods for a variety of machine learning and data analysis problems. The methods are all based on techniques that exploit the power of group differences. They make use of group differences represen...Loe edasi...
This book presents pattern-based problem-solving methods for a variety of machine learning and data analysis problems. The methods are all based on techniques that exploit the power of group differences. They make use of group differences represen...Loe edasi...
This book presents pattern-based problem-solving methods for a variety of machine learning and data analysis problems. The methods are all based on techniques that exploit the power of group differences. They make use of group differences represen...Loe edasi...
Xiang Ren, Jiawei Han, Jiawei Han, Lise Getoor, Wei Wang, Johannes Gehrke, Robert Grossman
Sari: Synthesis Lectures on Data Mining and Knowledge Discovery
(Ilmumisaeg: 27-Jun-2018, Hardback, Kirjastus: Morgan & Claypool Publishers, ISBN-13: 9781681733944)
The real-world data, though massive, is largely unstructured, in the form of natural-language text. It is challenging but highly desirable to mine structures from massive text data, without extensive human annotation and labeling. In this book, we...Loe edasi...
The real-world data, though massive, is largely unstructured, in the form of natural-language text. It is challenging but highly desirable to mine structures from massive text data, without extensive human annotation and labeling. In this book, we...Loe edasi...
The real-world data, though massive, is largely unstructured, in the form of natural-language text. It is challenging but highly desirable to mine structures from massive text data, without extensive human annotation and labeling. In this book, we in...Loe edasi...
