Recent Advances in Computational IntelligenceКНИГИ » ПРОГРАММИНГ
Название: Recent Advances in Computational Intelligence Автор: Raman Kumar, Uffe Kock Wiil Издательство: Springer ISBN: 3030124991 Год: 2019 Страниц: 389 Язык: английский Формат: pdf (true) Размер: 18.0 MB
Вычислительный интеллект - это ответвление искусственного интеллекта (ИИ). В отличии от классического ИИ, который основан на строгой логике, вычислительный интеллект базируется на эвристических алгоритмах, используемых, например, в нечёткой логике, искусственных нейронных сетях, эволюционном моделировании, а твкже роевом интеллекте (муравьином алгоритме), фракталах и теории хаоса, искусственной иммунной системе, вейвлетах и т.д.
This book comprehensively addresses computational intelligence, including the theories, methodologies and techniques underlying this evolving field, as well as its potential uses in various domains across the entire spectrum of the sciences (the natural sciences, health sciences, engineering, social sciences, and humanities) and in various types of business.
Computational intelligence is rapidly spreading into all kinds of products and services. This calls for the adaptation of existing theories, methodologies and techniques – and the development of wholly new ones – to ensure the successful implementation of new intelligent products and services in various domains related to public organizations, businesses and everyday life.
This book gathers contributions from various experts working on different aspects and implementations of computational intelligence, which address new developments in theory, analytical and numerical simulation and modeling, experimentation, deployment and case studies, results of laboratory or field operational tests, and ongoing advances in computational intelligence. It is intended for a broad audience, including researchers, engineers, policymakers, industry experts, and students, offering these readers essential information on and new inspirations regarding the potential of computational intelligence.
Part I Foundations of Computational Intelligence Smart Inventory Management Using Electronic Sensor Based Computational Intelligence Computational Intelligence for Data Analytics Design and Analysis of an Enhanced Multifactor Authentication Through a Covert Approach Review on Current Trends of Deep Learning Hybrid Homomorphic Encryption Scheme for Secure Cloud Data Storage A Gamification Framework for Redesigning the Learning Environment A Variant of Secret Sharing Protected with Poly-1305 Securing Bioinformatics Cloud for Big data: Budding Buzzword or a Glance of the Future Enhancing Gadgets for Blinds Through Scale Invariant Feature Transform Part II Applications of Computational Intelligence A Study to Renovate Image Data Using Data Analytics Methodologies The Use of Modern Technology in Smart Waste Management and Recycling: Artificial Intelligence and Machine Learning Video Streaming Communication over VANET An Update on Effective Patient Monitoring and Diagnosis of Diseases in the Current Scenario Automation of Assets Estimation for Accurate Tax Optimization Through Web Based Spatial Data Mining Techniques Computationally Efficient and Secure HVS Based Composite Fingerprinting Scheme Using SHS and ECDSA Autonomous Agents—Beginnings, Innings and Where We Are Headed Modern Methods for Signal Analysis and Its Applications Word Sense Disambiguation of Malayalam Nouns A Comparative Analysis of Machine Comprehension Using Deep Learning Models in Code-Mixed Hindi Language Embedding Linguistic Features in Word Embedding for Preposition Sense Disambiguation in English-Malayalam Machine Translation Context Translation Equivalence for English Periphrastic Causative Constructions into Hindi in the Context of English to Hindi Machine Translation System
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