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Nature Inspired Computing for Data Science, Rout Minakhi, Rout Jitendra Kumar, Das Himansu


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Автор: Rout Minakhi, Rout Jitendra Kumar, Das Himansu
Название:  Nature Inspired Computing for Data Science
ISBN: 9783030338190
Издательство: Springer
Классификация:

ISBN-10: 3030338193
Обложка/Формат: Hardcover
Страницы: 295
Вес: 0.61 кг.
Дата издания: 24.01.2020
Серия: Studies in computational intelligence
Язык: English
Издание: 1st ed. 2020
Иллюстрации: 98 illustrations, color; 35 illustrations, black and white; xii, 295 p. 133 illus., 98 illus. in color.
Размер: 23.39 x 15.60 x 1.91 cm
Читательская аудитория: Professional & vocational
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: An Efficient Classification of Tuberous Sclerosis Disease Using Nature Inspired PSO and ACO based Optimized Neural Network.- Mid-term Home Health Care Planning Problem with Flexible Departing Way for Caregivers.- Performance Analysis of NASNet on Unconstrained Ear Recognition.- Optimization of performance parameter for Vehicular Ad-hoc NETwork (VANET) using Swarm Intelligence.- Development of Fast and Reliable Nature-Inspired Computing for Supervised Learning in High-Dimensional Data.- Application of Genetic Algorithms for Unit Commitment and Economic Dispatch Problems in microgrids.- Application of Genetic Algorithms for Designing Micro-Hydro Power Plants in Rural Isolated Areas - a case study in San Miguelito, Honduras.- Performance Evaluation of Different Machine Learning Methods and Deep-Learning Based Convolutional Neural Network for Health Decision Making.- Clustering Bank Customer Complaints on Social Media for Analytical CRM via Multi-Objective Particle Swarm Optimization.- Benchmarking Gene Selection Techniques for Prediction of Distinct Carcinoma from Gene Expression Data: A Computational Study.- An Evolutionary Algorithm based Hybrid Parallel Framework for Asia Foreign Exchange Rate prediction.



Handbook of research on soft computing and nature-inspired algorithms

Автор: SHANDILYA, SHANDILYA, DEEP & NAG
Название: Handbook of research on soft computing and nature-inspired algorithms
ISBN: 1522521283 ISBN-13(EAN): 9781522521280
Издательство: Turpin
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Цена: 275970.00 T
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Описание: Soft computing and nature-inspired computing both play a significant role in developing a better understanding to machine learning. When studied together, they can offer new perspectives on the learning process of machines. The Handbook of Research on Soft Computing and Nature-Inspired Algorithms is an essential source for the latest scholarly research on applications of nature-inspired computing and soft computational systems. Featuring comprehensive coverage on a range of topics and perspectives such as swarm intelligence, speech recognition, and electromagnetic problem solving, this publication is ideally designed for students, researchers, scholars, professionals, and practitioners seeking current research on the advanced workings of intelligence in computing systems.

Bio-inspired Algorithms for Data Streaming and Visualization, Big Data Management, and Fog Computing

Автор: Fong, Simon James, Millham, Richard C
Название: Bio-inspired Algorithms for Data Streaming and Visualization, Big Data Management, and Fog Computing
ISBN: 9811566941 ISBN-13(EAN): 9789811566943
Издательство: Springer
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Цена: 158380.00 T
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Описание: This book aims to provide some insights into recently developed bio-inspired algorithms within recent emerging trends of fog computing, sentiment analysis, and data streaming as well as to provide a more comprehensive approach to the big data management from pre-processing to analytics to visualization phases.

Advances in Multi-Objective Nature Inspired Computing

Автор: Carlos Coello Coello; Clarisse Dhaenens; Laetitia
Название: Advances in Multi-Objective Nature Inspired Computing
ISBN: 364211217X ISBN-13(EAN): 9783642112171
Издательство: Springer
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Цена: 148020.00 T
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Описание: Recent advances in multi-objective, nature-inspired computing is presented in this comprehensive reference. This collection provides the non-expert with an overview of the field, and aims to motivate researchers to contribute to the field.

Nature-Inspired Computing for Control Systems

Автор: Hiram Ered?n Ponce Espinosa
Название: Nature-Inspired Computing for Control Systems
ISBN: 3319262289 ISBN-13(EAN): 9783319262284
Издательство: Springer
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Цена: 121890.00 T
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Описание: The book presents recent advances in nature-inspired computing, giving a special emphasis to control systems applications.

Nature-Inspired Computing and Optimization

Автор: Srikanta Patnaik; Xin-She Yang; Kazumi Nakamatsu
Название: Nature-Inspired Computing and Optimization
ISBN: 3319509195 ISBN-13(EAN): 9783319509198
Издательство: Springer
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Цена: 139750.00 T
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Описание: The book also introduces a wide range of algorithms, including the ant colony optimization, the bat algorithm, genetic algorithms, the collision-based optimization algorithm, the flower pollination algorithm, multi-agent systems and particle swarm optimization.

Advances in Nature and Biologically Inspired Computing

Автор: Nelishia Pillay; Andries P. Engelbrecht; Ajith Abr
Название: Advances in Nature and Biologically Inspired Computing
ISBN: 331927399X ISBN-13(EAN): 9783319273990
Издательство: Springer
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Цена: 177010.00 T
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Описание: World Congress on Nature and Biologically InspiredComputing (NaBIC) is organized to discuss the state-of-the-art as well as toaddress various issues with respect to Nurturing Intelligent Computing TowardsAdvancement of Machine Intelligence.

Handbook of Nature-Inspired and Innovative Computing

Автор: Albert Y. Zomaya
Название: Handbook of Nature-Inspired and Innovative Computing
ISBN: 1441942688 ISBN-13(EAN): 9781441942685
Издательство: Springer
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Цена: 153720.00 T
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Описание: Models.- Changing Challenges for Collaborative Algorithmics.- Arm++: A Hybrid Association Rule Mining Algorithm.- Multiset Rule-Based Programming Paradigm for Soft-Computing in Complex Systems.- Evolutionary Paradigms.- Artificial Neural Networks.- Swarm Intelligence.- Fuzzy Logic.- Quantum Computing.- Enabling Technologies.- Computer Architecture.- A Glance at VLSI Optical Interconnects: from the Abstract Modelings of the 1980s to Today's MEMS Implementations (A Survey Report).- Morphware and Configware.- Evolving Hardware.- Implementing Neural Models in Silicon.- Molecular and Nanoscale Computing and Technology.- Trends in High-Performance Computing.- Cluster Computing: High-Performance, High-Availability, and High-Throughput Processing on a Network of Computers.- Web Service Computing: Overview and Directions.- Predicting Grid Resource Performance Online.- Application Domains.- Pervasive Computing: Enabling Technologies and Challenges.- Information Display.- Bioinformatics.- Noise in Foreign Exchange Markets.

Nature-Inspired Computing: Concepts, Methodologies, Tools, and Applications

Автор: Information Resources Management Association
Название: Nature-Inspired Computing: Concepts, Methodologies, Tools, and Applications
ISBN: 1522507884 ISBN-13(EAN): 9781522507888
Издательство: Mare Nostrum (Eurospan)
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Цена: 2112270.00 T
Наличие на складе: Невозможна поставка.
Описание: Takes an interdisciplinary approach to the topic of natural computing, including emerging technologies being developed for the purpose of simulating natural phenomena, applications across industries, and the future outlook of biologically and nature-inspired technologies. Emphasizing critical research, this publication is designed for use by IT professionals, researchers, and graduate students.

Applied Nature-Inspired Computing: Algorithms and Case Studies

Автор: Dey Nilanjan, Ashour Amira S., Bhattacharyya Siddhartha
Название: Applied Nature-Inspired Computing: Algorithms and Case Studies
ISBN: 9811392625 ISBN-13(EAN): 9789811392627
Издательство: Springer
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Цена: 93160.00 T
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Описание: This book presents a cutting-edge research procedure in the Nature-Inspired Computing (NIC) domain and its connections with computational intelligence areas in real-world engineering applications. It introduces readers to a broad range of algorithms, such as genetic algorithms, particle swarm optimization, the firefly algorithm, flower pollination algorithm, collision-based optimization algorithm, bat algorithm, ant colony optimization, and multi-agent systems. In turn, it provides an overview of meta-heuristic algorithms, comparing the advantages and disadvantages of each. Moreover, the book provides a brief outline of the integration of nature-inspired computing techniques and various computational intelligence paradigms, and highlights nature-inspired computing techniques in a range of applications, including: evolutionary robotics, sports training planning, assessment of water distribution systems, flood simulation and forecasting, traffic control, gene expression analysis, antenna array design, and scheduling/dynamic resource management.

Advances in Nature-Inspired Computing and Applications

Автор: Shishir Kumar Shandilya; Smita Shandilya; Atulya K
Название: Advances in Nature-Inspired Computing and Applications
ISBN: 331996450X ISBN-13(EAN): 9783319964508
Издательство: Springer
Рейтинг:
Цена: 139750.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book contains research contributions from leading global scholars in nature-inspired computing. It includes comprehensive coverage of each respective topic, while also highlighting recent and future trends. The contributions provides readers with a snapshot of the state of the art in the field of nature-inspired computing and its application. This book has focus on the current researches while highlighting the empirical results along with theoretical concepts to provide a comprehensive reference for students, researchers, scholars, professionals and practitioners in the field of Advanced Artificial Intelligence, Nature-Inspired Algorithms and Soft Computing.


Advances in Nature-Inspired Computing and Applications

Автор: Shishir Kumar Shandilya; Smita Shandilya; Atulya K
Название: Advances in Nature-Inspired Computing and Applications
ISBN: 3030071952 ISBN-13(EAN): 9783030071950
Издательство: Springer
Рейтинг:
Цена: 139750.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book contains research contributions from leading global scholars in nature-inspired computing. It includes comprehensive coverage of each respective topic, while also highlighting recent and future trends. The contributions provides readers with a snapshot of the state of the art in the field of nature-inspired computing and its application. This book has focus on the current researches while highlighting the empirical results along with theoretical concepts to provide a comprehensive reference for students, researchers, scholars, professionals and practitioners in the field of Advanced Artificial Intelligence, Nature-Inspired Algorithms and Soft Computing.


Nature Inspired Computing for Wireless Sensor Networks

Автор: de Debashis, Mukherjee Amartya, Kumar Das Santosh
Название: Nature Inspired Computing for Wireless Sensor Networks
ISBN: 9811521247 ISBN-13(EAN): 9789811521249
Издательство: Springer
Рейтинг:
Цена: 139750.00 T
Наличие на складе: Поставка под заказ.
Описание: Section 2 highlights swarm optimization techniques, such as African buffalo optimization (ABO), particle swarm optimization (PSO), and modified swarm intelligence technique for solving the problems of routing, network parameters optimization, and energy estimation.


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