Advances in Web Based Learning - ICWL 2007, Howard Leung; Frederick Li; Rynson Lau; Qing Li
Автор: Chiu Название: Advances in Web-Based Learning – ICWL 2016 ISBN: 3319474391 ISBN-13(EAN): 9783319474397 Издательство: Springer Рейтинг: Цена: 8106.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book constitutes the refereed proceedings of the 15th International Conference on Web-Based Learning, ICWL 2016, held in Rome, Italy, in October 2016. The 19 revised full papers presented together with 10 short papers and 4 poster papers were carefully reviewed and selected from 110 submissions.
Описание: Automatic course generation is a very important area of research with numerous practical applications in e-learning. It has been studied since the 1980s in the fields of intelligent tutoring, AI and education, adaptive hypermedia and web-based educational systems. This book focuses on course generation based on Hierarchical Task Network planning.
Автор: Frederick Li; Jianmin Zhao; Rynson Lau; Qing Li; D Название: Advances in Web Based Learning - ICWL 2008 ISBN: 3540850325 ISBN-13(EAN): 9783540850328 Издательство: Springer Рейтинг: Цена: 13974.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Constitutes the refereed proceedings of the 7th International Conference on Web-Based Learning, ICWL 2008, held in Jinhua, China, in August 2008. This book includes papers organized in topical sections on adaptation of e-learning technologies and policies, learning resource management, e-learning experiences, and game-based learning.
Автор: Marc Spaniol; Qing Li; Ralf Klamma; Rynson W.H. La Название: Advances in Web Based Learning - ICWL 2009 ISBN: 364203425X ISBN-13(EAN): 9783642034251 Издательство: Springer Рейтинг: Цена: 12577.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: 8th International Conference Aachen Germany August 1921 2009 Proceedings. .
Автор: Jacek Koronacki; Zbigniew W. Ras; Slawomir T. Wier Название: Advances in Machine Learning II ISBN: 3642051782 ISBN-13(EAN): 9783642051784 Издательство: Springer Рейтинг: Цена: 36197.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: General Issues.- Knowledge-Oriented and Distributed Unsupervised Learning for Concept Elicitation.- Toward Interactive Computations: A Rough-Granular Approach.- Data Privacy: From Technology to Economics.- Adapting to Human Gamers Using Coevolution.- Wisdom of Crowds in the Prisoner's Dilemma Context.- Logical and Relational Learning, and Beyond.- Towards Multistrategic Statistical Relational Learning.- About Knowledge and Inference in Logical and Relational Learning.- Two Examples of Computational Creativity: ILP Multiple Predicate Synthesis and the 'Assets' in Theorem Proving.- Logical Aspects of the Measures of Interestingness of Association Rules.- Text and Web Mining.- Clustering the Web 2.0.- Induction in Multi-Label Text Classification Domains.- Cluster-Lift Method for Mapping Research Activities over a Concept Tree.- On Concise Representations of Frequent Patterns Admitting Negation.- Classification and Beyond.- A System to Detect Inconsistencies between a Domain Expert's Different Perspectives on (Classification) Tasks.- The Dynamics of Multiagent Q-Learning in Commodity Market Resource Allocation.- Simple Algorithms for Frequent Item Set Mining.- Monte Carlo Feature Selection and Interdependency Discovery in Supervised Classification.- Machine Learning Methods in Automatic Image Annotation.- Neural Networks and Other Nature Inspired Approaches.- Integrative Probabilistic Evolving Spiking Neural Networks Utilising Quantum Inspired Evolutionary Algorithm: A Computational Framework.- Machine Learning in Vector Models of Neural Networks.- Nature Inspired Multi-Swarm Heuristics for Multi-Knowledge Extraction.- Discovering Data Structures Using Meta-learning, Visualization and Constructive Neural Networks.- Neural Network and Artificial Immune Systems for Malware and Network Intrusion Detection.- Immunocomputing for Speaker Recognition.
In honour of Professor Erkki Oja, one of the pioneers of Independent Component Analysis (ICA), this book reviews key advances in the theory and application of ICA, as well as its influence on signal processing, pattern recognition, machine learning, and data mining.
Examples of topics which have developed from the advances of ICA, which are covered in the book are:
A unifying probabilistic model for PCA and ICA
Optimization methods for matrix decompositions
Insights into the FastICA algorithm
Unsupervised deep learning
Machine vision and image retrieval
A review of developments in the theory and applications of independent component analysis, and its influence in important areas such as statistical signal processing, pattern recognition and deep learning
A diverse set of application fields, ranging from machine vision to science policy data
Contributions from leading researchers in the field
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