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Computational techniques for text summarization based on cognitive intelligence, Umamaheswari, K. Priya, V.


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Цена: 14545.00р.
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Автор: Umamaheswari, K. Priya, V.   (К. Умамахесвари)
Название:  Computational techniques for text summarization based on cognitive intelligence
Перевод названия: К. Умамахесвари: Вычислительные методы реферирования текста на основе когнитивного интеллекта
ISBN: 9781032392820
Издательство: Taylor&Francis
Классификация:











ISBN-10: 1032392827
Обложка/Формат: Hardback
Страницы: 216
Вес: 0.21 кг.
Дата издания: 03.03.2023
Язык: German
Иллюстрации: 20 tables, black and white; 5 line drawings, black and white; 48 halftones, black and white; 53 illustrations, black and white
Размер: 158 x 237 x 19
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Поставляется из: Европейский союз
Описание: The book is concerned with contemporary methodologies used for automatic text summarization. It proposes interesting approaches to solve well-known problems on text summarization using computational intelligence (CI) techniques including cognitive approaches. A better understanding of the cognitive basis of the summarization task is still an open research issue; an extent of its use in text summarization is highlighted for further exploration. With the ever-growing text, people in research have little time to spare for extensive reading, where summarized information helps for a better understanding of the context at a shorter time.This book helps students and researchers to automatically summarize the text documents in an efficient and effective way. The computational approaches and the research techniques presented guides to achieve text summarization at ease. The summarized text generated supports readers to learn the context or the domain at a quicker pace. The book is presented with reasonable amount of illustrations and examples convenient for the readers to understand and implement for their use. It is not to make readers understand what text summarization is, but for people to perform text summarization using various approaches. This also describes measures that can help to evaluate, determine, and explore the best possibilities for text summarization to analyse and use for any specific purpose. The illustration is based on social media and healthcare domain, which shows the possibilities to work with any domain for summarization. The new approach for text summarization based on cognitive intelligence is presented for further exploration in the field.
Дополнительное описание: PrefaceAbout This Book1. Concepts of Text Summarization   2. Large-Scale Summarization Using Machine Learning Approach3. Sentiment Analysis Approach to Text Summarization  4. Text Summarization Using Parallel Processing Approach &



Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data

Автор: Maosong Sun, Xiaojie Wang, Baobao Chang
Название: Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data
ISBN: 3319690043 ISBN-13(EAN): 9783319690049
Издательство: Springer
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Цена: 5300.00 р.
Наличие на складе: Есть (3 шт.)
Описание: This book constitutes the proceedings of the 16th China National Conference on Computational Linguistics, CCL 2017, and the 5th International Symposium on Natural Language Processing Based on Naturally Annotated Big Data, NLP-NABD 2017, held in Nanjing, China, in October 2017. Minority language information processing.

Enhancing Cognitive Assistance Systems with Inertial Measurement Units

Автор: Wolfgang Guenthner
Название: Enhancing Cognitive Assistance Systems with Inertial Measurement Units
ISBN: 3642095720 ISBN-13(EAN): 9783642095726
Издательство: Springer
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Цена: 20962.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The primary goal of this book is the specification, design and testing of an inertially stabilized camera platform for assistance systems with the focus on adaptive inertial measurement.

Computational Models for Cognitive Vision

Автор: Hiranmay Ghosh
Название: Computational Models for Cognitive Vision
ISBN: 1119527864 ISBN-13(EAN): 9781119527862
Издательство: Wiley
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Цена: 7754.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

Learn how to apply cognitive principles to the problems of computer vision

Computational Models for Cognitive Vision formulates the computational models for the cognitive principles found in biological vision, and applies those models to computer vision tasks. Such principles include perceptual grouping, attention, visual quality and aesthetics, knowledge-based interpretation and learning, to name a few. The author's ultimate goal is to provide a framework for creation of a machine vision system with the capability and versatility of the human vision.

Written by Dr. Hiranmay Ghosh, the book takes readers through the basic principles and the computational models for cognitive vision, Bayesian reasoning for perception and cognition, and other related topics, before establishing the relationship of cognitive vision with the multi-disciplinary field broadly referred to as "artificial intelligence". The principles are illustrated with diverse application examples in computer vision, such as computational photography, digital heritage and social robots. The author concludes with suggestions for future research and salient observations about the state of the field of cognitive vision.

Other topics covered in the book include:

- knowledge representation techniques

- evolution of cognitive architectures

- deep learning approaches for visual cognition

Undergraduate students, graduate students, engineers, and researchers interested in cognitive vision will consider this an indispensable and practical resource in the development and study of computer vision.

Analog Circuits and Systems Optimization based on Evolutionary Computation Techniques

Автор: Manuel Barros; Jorge Guilherme; Nuno Horta
Название: Analog Circuits and Systems Optimization based on Evolutionary Computation Techniques
ISBN: 3642263232 ISBN-13(EAN): 9783642263231
Издательство: Springer
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Цена: 23757.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Transistor-level design for complex mixed-signal systems-on-chip remains difficult to automate. This book shows how a modified genetic algorithm kernel can improve efficiency in the analog IC design cycle and includes a worked example of the method.

Analog Circuits and Systems Optimization based on Evolutionary Computation Techniques

Автор: Manuel Barros; Jorge Guilherme; Nuno Horta
Название: Analog Circuits and Systems Optimization based on Evolutionary Computation Techniques
ISBN: 3642123457 ISBN-13(EAN): 9783642123450
Издательство: Springer
Рейтинг:
Цена: 23757.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Transistor-level design for complex mixed-signal systems-on-chip remains difficult to automate. This book shows how a modified genetic algorithm kernel can improve efficiency in the analog IC design cycle and includes a worked example of the method.

Recent Advances in Knowledge-based Paradigms and Applications

Автор: Jeffrey W. Tweedale; Lakhmi C. Jain
Название: Recent Advances in Knowledge-based Paradigms and Applications
ISBN: 3319016482 ISBN-13(EAN): 9783319016481
Издательство: Springer
Рейтинг:
Цена: 15672.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book presents carefully selected contributions devoted to the modern perspective of AI research and innovation. The theme across all chapters combines several domains of AI research, Computational Intelligence and Machine Intelligence including an introduction to the recent research and models.

Advances in Intelligent Modelling and Simulation

Автор: Joanna Ko?odziej; Samee Ullah Khan; Tadeusz Burczy
Название: Advances in Intelligent Modelling and Simulation
ISBN: 3642432611 ISBN-13(EAN): 9783642432613
Издательство: Springer
Рейтинг:
Цена: 20896.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book offers new ideas, theories, models, technologies, system architectures and applications in intelligent scalable systems, exploring such Artificial Intelligence-based techniques as fuzzy logic, neural networks, evolutionary, and memetic algorithms.

Fuzzy Sets-Based Methods and Techniques for Modern Analytics

Автор: Ebrahimnejad
Название: Fuzzy Sets-Based Methods and Techniques for Modern Analytics
ISBN: 3319739026 ISBN-13(EAN): 9783319739021
Издательство: Springer
Рейтинг:
Цена: 13974.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The book offers a comprehensive, practice-oriented introduction to the field of fuzzy mathematical programming (FMP) as key topic of modern analytics.

Inductive Inference for Large Scale Text Classification

Автор: Catarina Silva; Bernadete Ribeiro
Название: Inductive Inference for Large Scale Text Classification
ISBN: 3642261345 ISBN-13(EAN): 9783642261343
Издательство: Springer
Рейтинг:
Цена: 16977.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book explains and illustrates key methods in inductive inference in large scale text classification, especially kernel approaches. It covers a series of new techniques to enhance, scale and distribute text classification tasks.

Inductive Inference for Large Scale Text Classification

Автор: Catarina Silva; Bernadete Ribeiro
Название: Inductive Inference for Large Scale Text Classification
ISBN: 3642045324 ISBN-13(EAN): 9783642045325
Издательство: Springer
Рейтинг:
Цена: 20896.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book explains and illustrates key methods in inductive inference in large scale text classification, especially kernel approaches. It covers a series of new techniques to enhance, scale and distribute text classification tasks.

Artificial Intelligence Systems Based on Hybrid Neural Networks

Автор: M Z Zhurovskyi; Victor Sineglazov; Elena Chum
Название: Artificial Intelligence Systems Based on Hybrid Neural Networks
ISBN: 3030484521 ISBN-13(EAN): 9783030484521
Издательство: Springer
Рейтинг:
Цена: 22359.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: It is will also appeal to a wide range of readers interested in expanding the functionality of artificial intelligence systems. One of the pressing problems of modern artificial intelligence systems is the development of integrated hybrid systems based on deep learning.

Spatial Network Data

Автор: Oliver
Название: Spatial Network Data
ISBN: 331939620X ISBN-13(EAN): 9783319396200
Издательство: Springer
Рейтинг:
Цена: 6986.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

This brief explores two of the main challenges of spatial network data analysis: the many connected components in the spatial network and the many candidates that have to be processed. Within this book, these challenges are conceptualized, well-defined problems are explored, and critical techniques are discussed.
The process of summarizing spatial network data entails finding a compact description or representation of observations or activities on large spatial or spatiotemporal networks. However, summarizing spatial network data can be computationally challenging for various reasons, depending on the domain. The content has applications for professionals, organizations, and researchers in transportation safety, public safety, public health, disaster response, and related fields.

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