Home > Tags: synthesis (Total 176 Records)
Neural Network Methods for Natural Language Processing (Synthesis Lectures on Human Language Technologies)
Networking By:Yoav Goldberg 2017-05-22 00:00:00
ISBN10:B071FGKZMH ISBN13:
Neural networks are a family of powerful machine learning models. This book focuses on the application of neural network models to natural language data. The first half of the book (Parts I and II) covers the basics of supervised machine learning and feed-forward neural networks, the basics of worki Networking
Tags: language network neural technology processing lecture method synthesis natural
Scalability Challenges in Web Search Engines (Synthesis Lectures on Information Concepts, Retrieval, and Services)
Computer Science By:B. Barla Cambazoglu 2015-12-01 00:00:00
ISBN10:1627058125 ISBN13:9781627058124
In this book, we aim to provide a fairly comprehensive overview of the scalability and efficiency challenges in large-scale web search engines. More specifically, we cover the issues involved in the design of three separate systems that are commonly available in every web-scale search engine: web cr Computer Science
Tags: concept web services information search engines lecture retrieval synthesis scalability
Neural Networks, Fuzzy Systems and Evolutionary Algorithms: Synthesis and Applications
Algorithms By:S. Rajasekaran 2017-06-30 00:00:00
ISBN10:812035334X ISBN13:9788120353343
The second edition of this book provides a comprehensive introduction to a consortium of technologies underlying soft computing, an evolving branch of computational intelligence, which in recent years, has turned synonymous to it. The constituent technologies discussed comprise neural network (NN), Algorithms
Cyber-Physical Security and Privacy in the Electric Smart Grid (Synthesis Lectures on Information Security, Privacy, and Trust)
Security By:Bruce McMillin 2017-08-28 00:00:00
ISBN10:1681731037 ISBN13:9781681731032
This book focuses on the combined cyber and physical security issues in advanced electric smart grids. Existing standards are compared with classical results and the security and privacy principles of current practice are illustrated. The book paints a way for future development of advanced smart gr Security
Tags: security grid information lecture synthesis privacy cyber-physical electric
Probabilistic Approaches to Recommendations (Synthesis Lectures on Data Mining and Knowledge Discovery)
Computer Science By:Nicola Barbieri 2014-06-01 00:00:00
ISBN10:1627052577 ISBN13:9781627052573
The importance of accurate recommender systems has been widely recognized by academia and industry, and recommendation is rapidly becoming one of the most successful applications of data mining and machine learning. Understanding and predicting the choices and preferences of users is a challenging t Computer Science
Tags: data approach lecture synthesis mining knowledge discovery probabilistic
Information Retrieval Evaluation (Synthesis Lectures on Information Concepts, Retrieval, and S)
Computer Science By:Donna Harman 2011-06-03 00:00:00
ISBN10:1598299719 ISBN13:9781598299717
Evaluation has always played a major role in information retrieval, with the early pioneers such as Cyril Cleverdon and Gerard Salton laying the foundations for most of the evaluation methodologies in use today. The retrieval community has been extremely fortunate to have such a well-grounded evalua Computer Science
Tags: concept information lecture retrieval synthesis evaluation
Mining Heterogeneous Information Networks: Principles and Methodologies (Synthesis Lectures on Data Mining and Knowledge Discovery)
Networking By:Yizhou Sun 2012-07-23 00:00:00
ISBN10:1608458806 ISBN13:9781608458806
Real-world physical and abstract data objects are interconnected, forming gigantic, interconnected networks. By structuring these data objects and interactions between these objects into multiple types, such networks become semi-structured heterogeneous information networks. Most real-world applicat Networking
Tags: network data information lecture synthesis methodology mining knowledge discovery heterogeneous
Incomplete Data and Data Dependencies in Relational Databases (Synthesis Lectures on Data Man)
Databases By:Sergio Greco 2012-06-21 00:00:00
ISBN10:1608459268 ISBN13:9781608459261
The chase has long been used as a central tool to analyze dependencies and their effect on queries. It has been applied to different relevant problems in database theory such as query optimization, query containment and equivalence, dependency implication, and database schema design. Recent years ha Databases
Tags: database data lecture synthesis man incomplete dependencies
Data Cleaning: A Practical Perspective (Synthesis Lectures on Data Management)
Databases By:Venkatesh Ganti 2013-09-01 00:00:00
ISBN10:1608456773 ISBN13:9781608456772
Data warehouses consolidate various activities of a business and often form the backbone for generating reports that support important business decisions. Errors in data tend to creep in for a variety of reasons. Some of these reasons include errors during input data collection and errors while merg Databases
Tags: data management lecture synthesis perspective cleaning
Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms (Synthesis Lectures on Artificial Intelligence and Machine Learning)
Algorithms By:Rina Dechter 2013-12-01 00:00:00
ISBN10:162705197X ISBN13:9781627051972
Graphical models (e.g., Bayesian and constraint networks, influence diagrams, and Markov decision processes) have become a central paradigm for knowledge representation and reasoning in both artificial intelligence and computer science in general. These models are used to perform many reasoning task Algorithms
Tags: algorithm model learning lecture machine synthesis intelligence artificial graphical reasoning probabilistic deterministic exact
