Computational Intelligence in Data Science
Title | Computational Intelligence in Data Science PDF eBook |
Author | Vallidevi Krishnamurthy |
Publisher | Springer Nature |
Pages | 229 |
Release | 2021-12-11 |
Genre | Computers |
ISBN | 3030926001 |
This book constitutes the refereed post-conference proceedings of the Fourth IFIP TC 12 International Conference on Computational Intelligence in Data Science, ICCIDS 2021, held in Chennai, India, in March 2021. The 20 revised full papers presented were carefully reviewed and selected from 75 submissions. The papers cover topics such as computational intelligence for text analysis; computational intelligence for image and video analysis; blockchain and data science.
Data Science and Computational Intelligence
Title | Data Science and Computational Intelligence PDF eBook |
Author | K. R. Venugopal |
Publisher | Springer |
Pages | 514 |
Release | 2021-12-07 |
Genre | Computers |
ISBN | 9783030912437 |
This book constitutes revised and selected papers from the Sixteenth International Conference on Information Processing, ICInPro 2021, held in Bangaluru, India in October 2021. The 33 full and 9 short papers presented in this volume were carefully reviewed and selected from a total of 177 submissions. The papers are organized in the following thematic blocks: Computing & Network Security; Data Science; Intelligence & IoT.
Computational Intelligence and Data Sciences
Title | Computational Intelligence and Data Sciences PDF eBook |
Author | Ayodeji Olalekan Salau |
Publisher | |
Pages | 0 |
Release | 2024-10-07 |
Genre | Computers |
ISBN | 9781032123172 |
This book presents futuristic trends in computational intelligence including algorithms used in different application domains in health informatics covering bio-medical, bioinformatics, &biological sciences. It provides conceptual framework with a focus on computational intelligence techniques in biomedical engineering &health informatics.
Intelligent Techniques for Data Science
Title | Intelligent Techniques for Data Science PDF eBook |
Author | Rajendra Akerkar |
Publisher | Springer |
Pages | 282 |
Release | 2016-10-11 |
Genre | Computers |
ISBN | 3319292064 |
This textbook provides readers with the tools, techniques and cases required to excel with modern artificial intelligence methods. These embrace the family of neural networks, fuzzy systems and evolutionary computing in addition to other fields within machine learning, and will help in identifying, visualizing, classifying and analyzing data to support business decisions./p> The authors, discuss advantages and drawbacks of different approaches, and present a sound foundation for the reader to design and implement data analytic solutions for real‐world applications in an intelligent manner. Intelligent Techniques for Data Science also provides real-world cases of extracting value from data in various domains such as retail, health, aviation, telecommunication and tourism.
Machine Intelligence and Data Analytics for Sustainable Future Smart Cities
Title | Machine Intelligence and Data Analytics for Sustainable Future Smart Cities PDF eBook |
Author | Uttam Ghosh |
Publisher | Springer Nature |
Pages | 411 |
Release | 2021-05-31 |
Genre | Technology & Engineering |
ISBN | 3030720659 |
This book presents the latest advances in computational intelligence and data analytics for sustainable future smart cities. It focuses on computational intelligence and data analytics to bring together the smart city and sustainable city endeavors. It also discusses new models, practical solutions and technological advances related to the development and the transformation of cities through machine intelligence and big data models and techniques. This book is helpful for students and researchers as well as practitioners.
Computational Intelligence in Data Science
Title | Computational Intelligence in Data Science PDF eBook |
Author | Aravindan Chandrabose |
Publisher | Springer |
Pages | 329 |
Release | 2021-11-17 |
Genre | Computers |
ISBN | 9783030634698 |
This book constitutes the refereed post-conference proceedings of the Third IFIP TC 12 International Conference on Computational Intelligence in Data Science, ICCIDS 2020, held in Chennai, India, in February 2020. The 19 revised full papers and 8 revised short papers presented were carefully reviewed and selected from 94 submissions. The papers are organized in the following topical sections: computational intelligence for text analysis; computational intelligence for image and video analysis; and data science.
Computational Intelligence and Big Data Analytics
Title | Computational Intelligence and Big Data Analytics PDF eBook |
Author | Ch. Satyanarayana |
Publisher | Springer |
Pages | 139 |
Release | 2018-09-08 |
Genre | Technology & Engineering |
ISBN | 9811305447 |
This book highlights major issues related to big data analysis using computational intelligence techniques, mostly interdisciplinary in nature. It comprises chapters on computational intelligence technologies, such as neural networks and learning algorithms, evolutionary computation, fuzzy systems and other emerging techniques in data science and big data, ranging from methodologies, theory and algorithms for handling big data, to their applications in bioinformatics and related disciplines. The book describes the latest solutions, scientific results and methods in solving intriguing problems in the fields of big data analytics, intelligent agents and computational intelligence. It reflects the state of the art research in the field and novel applications of new processing techniques in computer science. This book is useful to both doctoral students and researchers from computer science and engineering fields and bioinformatics related domains.