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Advances in Social Networking-Based Learning: Machine Learning-Based User Modelling and Sentiment Analysis, Troussas Christos, Virvou Maria


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Автор: Troussas Christos, Virvou Maria
Название:  Advances in Social Networking-Based Learning: Machine Learning-Based User Modelling and Sentiment Analysis
ISBN: 9783030391294
Издательство: Springer
Классификация:

ISBN-10: 3030391299
Обложка/Формат: Hardcover
Страницы: 176
Вес: 0.44 кг.
Дата издания: 21.01.2020
Серия: Intelligent systems reference library
Язык: English
Издание: 1st ed. 2020
Иллюстрации: 55 illustrations, color; 10 illustrations, black and white; xii, 176 p. 65 illus., 55 illus. in color.
Размер: 23.50 x 15.49 x 1.27 cm
Читательская аудитория: Professional & vocational
Подзаголовок: Machine learning-based user modelling and sentiment analysis
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book discusses three important, hot research issues: social networking-based learning, machine learning-based user modeling and sentiment analysis.

Advances in Stochastic Modelling and Data Analysis

Автор: Jacques Janssen; Christos H. Skiadas; Constantin Z
Название: Advances in Stochastic Modelling and Data Analysis
ISBN: 9048145740 ISBN-13(EAN): 9789048145744
Издательство: Springer
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Цена: 111760.00 T
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Описание: Audience: A wide readership drawn from theoretical and applied mathematicians, such as operations researchers, management scientists, statisticians, computer scientists, bankers, marketing managers, forecasters, and scientific societies such as EURO and TIMS.

Machine Learning and Visual Perception

Автор: Baochang Zhang
Название: Machine Learning and Visual Perception
ISBN: 3110595532 ISBN-13(EAN): 9783110595536
Издательство: Walter de Gruyter
Цена: 61920.00 T
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Описание:

Machine Learning and Visual Perception provides an up-to-date overview on the topic, including the PAC model, decision tree, Bayesian learning, support vector machines, AdaBoost, compressive sensing and so on.Both classic and novel algorithms are introduced in classifier design, face recognition, deep learning, time series recognition, image classification, and object detection.


Machine Learning for Vision-Based Motion Analysis

Автор: Liang Wang; Guoying Zhao; Li Cheng; Matti Pietik?i
Название: Machine Learning for Vision-Based Motion Analysis
ISBN: 1447126076 ISBN-13(EAN): 9781447126072
Издательство: Springer
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Цена: 153720.00 T
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Описание: Based on contributions to the International Workshop on Machine Learning for Vision-Based Motion Analysis, this volume highlights the latest algorithms and systems for robust and effective vision-based motion understanding.

Machine Learning Paradigms: Advances in Deep Learning-Based Technological Applications

Автор: Tsihrintzis George A., Jain Lakhmi C.
Название: Machine Learning Paradigms: Advances in Deep Learning-Based Technological Applications
ISBN: 3030497232 ISBN-13(EAN): 9783030497231
Издательство: Springer
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Цена: 139750.00 T
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Описание: Chapter 1: Introduction to Deep Learning-based Technological Applications.- Chapter 2: Vision to Language: Methods, Metrics and Datasets.- Chapter 3: Deep Learning Techniques for Geospatial Data Analysis.- Chapter 4: Deep Learning Approaches in Food Recognition.- Chapter 5: Deep Learning for Twitter Sentiment Analysis: the Effect of pre-trained Word Embedding.- Chapter 6: A Good Defense is a Strong DNN: Defending the IoT with Deep Neural Networks.- Chapter 7: Survey on Deep Learning Techniques for Medical Imaging Application Area.- Chapter 8: Deep Learning Methods in Electroencephalography.

Advances in Ubiquitous User Modelling

Автор: Tsvi Kuflik; Shlomo Berkovsky; Francesca Carmagnol
Название: Advances in Ubiquitous User Modelling
ISBN: 3642050387 ISBN-13(EAN): 9783642050381
Издательство: Springer
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Цена: 65210.00 T
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Описание: Ubiquitous user modeling differs from generic user modeling by three additional concepts: ongoing modeling, ongoing sharing, and ongoing exploitation. Systems that share their user models will improve the coverage, the level of detail, and the reliability of the integrated user models and thus allow better functions of adaptation.

Educational Networking: A Novel Discipline for Improved Learning Based on Social Networks

Автор: Peсa-Ayala Alejandro
Название: Educational Networking: A Novel Discipline for Improved Learning Based on Social Networks
ISBN: 3030299759 ISBN-13(EAN): 9783030299750
Издательство: Springer
Цена: 93160.00 T
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Описание: PartI: Reviews.- Chapter1: Educational Networking: A Novel Discipline for Improved K-12 Learning Based on Social Networks.- Chapter2: Reviewing Mixed Methods Approaches Using Social Network Analysis for Learning and Education.- Chapter3: Educational Networking: A Glimpse at Emergent Field.- PartII: Conceptual.- Chapter4: The Platform Adoption Model (PAM): A theoretical framework to address barriers to educational networking.- PartIII: Projects.- Chapter5: Groups and Networks: Teachers' Educational Networking at B@UNAM.- Chapter6: Developing a learning network on YouTube: Analysis of student satisfaction with a learner-generated content activity.- PartIV: Approaches.- Chapter7: e-Assessments via Wiki and Blog Tools: Students' Perspective.- Chapter8: Lurkers vs. Posters: Investigation of the Participation Behaviors in Online Learning Communities.- Chapter9: Learning Spaces in Context-Aware Educational Networking Technologies in the digital age.- PartV: Study.- Chapter10: Mexican university ranking based on maximal clique.

Student Modelling: The Key to Individualized Knowledge-Based Instruction

Автор: Jim E. Greer; Gordon I. McCalla
Название: Student Modelling: The Key to Individualized Knowledge-Based Instruction
ISBN: 364208186X ISBN-13(EAN): 9783642081866
Издательство: Springer
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Цена: 204040.00 T
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Modelling and Optimisation of Laser Assisted Oxygen (LASOX) Cutting: A Soft Computing Based Approach

Автор: Sudipto Chaki; Sujit Ghosal
Название: Modelling and Optimisation of Laser Assisted Oxygen (LASOX) Cutting: A Soft Computing Based Approach
ISBN: 3030049027 ISBN-13(EAN): 9783030049027
Издательство: Springer
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Цена: 51230.00 T
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Описание: This book presents the basics of the Laser Assisted Oxygen (LASOX) cutting process, its development, advantages and shortcomings, together with detailed information on the research work carried out to date regarding the modelling and optimization of the process. It introduces two integrated soft computing-based models consisting of Artificial Neural Networks (ANN-GA and ANN SA) for the modelling and optimization of LASOX cutting. It also includes an in-depth discussion on the basic working algorithms of soft computing tools such as Artificial Neural Networks, Genetic Algorithms, Simulated Annealing etc. The book not only provides an approach to optimizing LASOX by means of soft computing-based integrated models, but also illustrates the practical implementation of the proposed models.

Agent-Based Modelling of Socio-Technical Systems

Автор: Koen H. van Dam; Igor Nikolic; Zofia Lukszo
Название: Agent-Based Modelling of Socio-Technical Systems
ISBN: 9401782687 ISBN-13(EAN): 9789401782685
Издательство: Springer
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Цена: 111790.00 T
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Описание: Here is a practical introduction to agent-based modelling of socio-technical systems, based on methodology developed at TU Delft, which has been deployed in a number of case studies. Offers theory, methods and practical steps for creating real-world models.

Student Modelling: The Key to Individualized Knowledge-Based Instruction

Автор: Jim E. Greer; Gordon I. McCalla
Название: Student Modelling: The Key to Individualized Knowledge-Based Instruction
ISBN: 3540575103 ISBN-13(EAN): 9783540575108
Издательство: Springer
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Цена: 204040.00 T
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Описание: Student modelling gives an intelligent tutoring system the ability to individualize its interactions with the student. This volume provides an overview of student modelling.

Multi-Agent-Based Simulations Applied to Biological and Environmental Systems

Автор: Adamatti Diana Francisca
Название: Multi-Agent-Based Simulations Applied to Biological and Environmental Systems
ISBN: 1522517561 ISBN-13(EAN): 9781522517566
Издательство: Mare Nostrum (Eurospan)
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Цена: 199590.00 T
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Описание: The discovery and development of new computational methods have expanded the capabilities and uses of simulations. With agent-based models, the applications of computer simulations are significantly enhanced.Multi-Agent-Based Simulations Applied to Biological and Environmental Systems is a pivotal reference source for the latest research on the implementation of autonomous agents in computer simulation paradigms. Featuring extensive coverage on relevant applications, such as biodiversity conservation, pollution reduction, and environmental risk assessment, this publication is an ideal source for researchers, academics, engineers, practitioners, and professionals seeking material on various issues surrounding the use of agent-based simulations.

Computer-based Modelling and Optimization in Transportation

Автор: Jorge Freire Sousa; Riccardo Rossi
Название: Computer-based Modelling and Optimization in Transportation
ISBN: 3319046292 ISBN-13(EAN): 9783319046297
Издательство: Springer
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Цена: 111790.00 T
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Описание: Decision Making and Decision Support (in Transportation).- Energy and Environmental Impacts (of Transportation).- (Urban) Network Design.- Optimization and Simulation (in Transportation).


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