Nature Inspired Algorithms for Big Data Frameworks

Nature Inspired Algorithms for Big Data Frameworks PDF Book Detail Author: Banati, Hema
Publisher: IGI Global
ISBN: 1522558535
Category : Computers
Languages : en
Pages : 412

Book Description
As technology continues to become more sophisticated, mimicking natural processes and phenomena becomes more of a reality. Continued research in the field of natural computing enables an understanding of the world around us, in addition to opportunities for manmade computing to mirror the natural processes and systems that have existed for centuries. Nature-Inspired Algorithms for Big Data Frameworks is a collection of innovative research on the methods and applications of extracting meaningful information from data using algorithms that are capable of handling the constraints of processing time, memory usage, and the dynamic and unstructured nature of data. Highlighting a range of topics including genetic algorithms, data classification, and wireless sensor networks, this book is ideally designed for computer engineers, software developers, IT professionals, academicians, researchers, and upper-level students seeking current research on the application of nature and biologically inspired algorithms for handling challenges posed by big data in diverse environments.

Machine Learning and Big Data Analytics Proceedings of International Conference on Machine Learning and Big Data Analytics ICMLBDA 2021

Machine Learning and Big Data Analytics  Proceedings of International Conference on Machine Learning and Big Data Analytics  ICMLBDA  2021  PDF Book Detail Author: Rajiv Misra
Publisher: Springer Nature
ISBN: 3030824691
Category : Computers
Languages : en
Pages : 362

Book Description
This edited volume on machine learning and big data analytics (Proceedings of ICMLBDA 2021) is intended to be used as a reference book for researchers and practitioners in the disciplines of computer science, electronics and telecommunication, information science, and electrical engineering. Machine learning and Big data analytics represent a key ingredients in the industrial applications for new products and services. Big data analytics applies machine learning for predictions by examining large and varied data sets—i.e., big data—to uncover hidden patterns, unknown correlations, market trends, customer preferences, and other useful information that can help organizations make more informed business decisions.

Nature Inspired Optimization Algorithms

Nature Inspired Optimization Algorithms PDF Book Detail Author: Vasuki A
Publisher: CRC Press
ISBN: 1000076601
Category : Computers
Languages : en
Pages : 260

Book Description
Nature-Inspired Optimization Algorithms, a comprehensive work on the most popular optimization algorithms based on nature, starts with an overview of optimization going from the classical to the latest swarm intelligence algorithm. Nature has a rich abundance of flora and fauna that inspired the development of optimization techniques, providing us with simple solutions to complex problems in an effective and adaptive manner. The study of the intelligent survival strategies of animals, birds, and insects in a hostile and ever-changing environment has led to the development of techniques emulating their behavior. This book is a lucid description of fifteen important existing optimization algorithms based on swarm intelligence and superior in performance. It is a valuable resource for engineers, researchers, faculty, and students who are devising optimum solutions to any type of problem ranging from computer science to economics and covering diverse areas that require maximizing output and minimizing resources. This is the crux of all optimization algorithms. Features: Detailed description of the algorithms along with pseudocode and flowchart Easy translation to program code that is also readily available in Mathworks website for some of the algorithms Simple examples demonstrating the optimization strategies are provided to enhance understanding Standard applications and benchmark datasets for testing and validating the algorithms are included This book is a reference for undergraduate and post-graduate students. It will be useful to faculty members teaching optimization. It is also a comprehensive guide for researchers who are looking for optimizing resources in attaining the best solution to a problem. The nature-inspired optimization algorithms are unconventional, and this makes them more efficient than their traditional counterparts.

Foundations and Frontiers in Computer Communication and Electrical Engineering

Foundations and Frontiers in Computer  Communication and Electrical Engineering PDF Book Detail Author: Aritra Acharyya
Publisher: CRC Press
ISBN: 1315657910
Category : Computers
Languages : en
Pages : 564

Book Description
The 3rd International Conference on Foundations and Frontiers in Computer, Communication and Electrical Engineering is a notable event which brings together academia, researchers, engineers and students in the fields of Electronics and Communication, Computer and Electrical Engineering making the conference a perfect platform to share experience, f

The Prey

The Prey PDF Book Detail Author: Tom Isbell
Publisher: Harper Collins
ISBN: 006221604X
Category : Young Adult Fiction
Languages : en
Pages : 432

Book Description
“A compellingly drawn dystopian future.” —BCCB The Maze Runner meets The Hunger Games in this heart-pounding trilogy—now in paperback. Orphaned teens, soon to be hunted for sport, must flee their resettlement camps in their fight for survival and a better life. For in the Republic of the True America, it's always hunting season. Riveting action, intense romance, and gripping emotion make this fast-paced adventure a standout debut. After a radiation blast burned most of the Earth to a crisp, the new government established settlement camps for the survivors. At the camp, sixteen-year-old "LTs" are eager to graduate as part of the Rite. Until they learn the dark truth: LT doesn't stand for lieutenant but for Less Thans, feared by society and raised to be hunted for sport. They escape and join forces with the Sisters, twin girls who've suffered their own haunting fate. Together they seek the fabled New Territory, with sadistic hunters hot on their trail. Secrets are revealed, allegiances are made, and lives are at stake. As unlikely Book and fearless Hope lead their quest for freedom, these teens must find the best in themselves to fight the worst in their enemies. Catch the rest of the series in The Capture and The Release!

Information Management and Machine Intelligence

Information Management and Machine Intelligence PDF Book Detail Author: Dinesh Goyal
Publisher: Springer Nature
ISBN: 9811549362
Category : Technology & Engineering
Languages : en
Pages : 677

Book Description
This book features selected papers presented at the International Conference on Information Management and Machine Intelligence (ICIMMI 2019), held at the Poornima Institute of Engineering & Technology, Jaipur, Rajasthan, India, on December 14–15, 2019. It covers a range of topics, including data analytics; AI; machine and deep learning; information management, security, processing techniques and interpretation; applications of artificial intelligence in soft computing and pattern recognition; cloud-based applications for machine learning; application of IoT in power distribution systems; as well as wireless sensor networks and adaptive wireless communication.

Membrane Computing

Membrane Computing PDF Book Detail Author: Rudolf Freund
Publisher: Springer Nature
ISBN: 3030771024
Category : Computers
Languages : en
Pages : 179

Book Description
This book constitutes the refereed post-conference proceedings of the 21st International Conference on Membrane Computing, CMC 2020, held as a virtual event, in September 2020. The 10 full papers presented were selected from 31 submissions. The papers deal with all aspects on membrane computing and related areas.

Advances in Computational Intelligence

Advances in Computational Intelligence PDF Book Detail Author: Grigori Sidorov
Publisher: Springer
ISBN: 3319624342
Category : Computers
Languages : en
Pages : 552

Book Description
The two-volume set LNAI 10061 and 10062 constitutes the proceedings of the 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, held in Cancún, Mexico, in October 2016. The total of 86 papers presented in these two volumes was carefully reviewed and selected from 238 submissions. The contributions were organized in the following topical sections: Part I: natural language processing; social networks and opinion mining; fuzzy logic; time series analysis and forecasting; planning and scheduling; image processing and computer vision; robotics. Part II: general; reasoning and multi-agent systems; neural networks and deep learning; evolutionary algorithms; machine learning; classification and clustering; optimization; data mining; graph-based algorithms; and intelligent learning environments.

Fractional Order Systems

Fractional Order Systems PDF Book Detail Author: Ahmad Taher Azar
Publisher: Academic Press
ISBN: 0128163089
Category : Technology & Engineering
Languages : en
Pages : 741

Book Description
Fractional Order Systems: Optimization, Control, Circuit Realizations and Applications consists of 21 contributed chapters by subject experts. Chapters offer practical solutions and novel methods for recent research problems in the multidisciplinary applications of fractional order systems, such as FPGA, circuits, memristors, control algorithms, photovoltaic systems, robot manipulators, oscillators, etc. This book is ideal for researchers working in the modeling and applications of both continuous-time and discrete-time dynamics and chaotic systems. Researchers from academia and industry who are working in research areas such as control engineering, electrical engineering, mechanical engineering, computer science, and information technology will find the book most informative. Discusses multi-disciplinary applications with new fundamentals, modeling, analysis, design, realization and experimental results Includes new circuits and systems based on the new nonlinear elements Covers most of the linear and nonlinear fractional-order theorems that will solve many scientific issues for researchers Closes the gap between theoretical approaches and real-world applications Provides MATLAB® and Simulink code for many of the applications in the book

Computing Algorithms with Applications in Engineering

Computing Algorithms with Applications in Engineering PDF Book Detail Author: V. K. Giri
Publisher: Springer Nature
ISBN: 981152369X
Category : Technology & Engineering
Languages : en
Pages : 464

Book Description
This book collects high-quality research papers presented at the International Conference on Computing Applications in Electrical & Electronics Engineering, held at Rajkiya Engineering College, Sonbhadra, India, on August 30–31, 2019. It provides novel contributions in computational intelligence, together with valuable reference material for future research. The topics covered include: big data analytics, IoT and smart infrastructures, machine learning, artificial intelligence and deep learning, crowd sourcing and social intelligence, natural language processing, business intelligence, high-performance computing, wireless, mobile and green communications, ad-hoc, sensor and mesh networks, SDN and network virtualization, cognitive systems, swarm intelligence, human–computer interaction, network and information security, intelligent control, soft computing, networked control systems, renewable energy sources and technologies, biomedical signal processing, pattern recognition and object tracking, and sensor devices and applications.

Innovative Mobile and Internet Services in Ubiquitous Computing

Innovative Mobile and Internet Services in Ubiquitous Computing PDF Book Detail Author: Leonard Barolli
Publisher: Springer
ISBN: 3319935542
Category : Technology & Engineering
Languages : en
Pages : 950

Book Description
This book presents the latest research findings, methods and development techniques related to Ubiquitous and Pervasive Computing (UPC) as well as challenges and solutions from both theoretical and practical perspectives with an emphasis on innovative, mobile and internet services. With the proliferation of wireless technologies and electronic devices, there is a rapidly growing interest in Ubiquitous and Pervasive Computing (UPC). UPC makes it possible to create a human-oriented computing environment where computer chips are embedded in everyday objects and interact with physical world. It also allows users to be online even while moving around, providing them with almost permanent access to their preferred services. Along with a great potential to revolutionize our lives, UPC also poses new research challenges.

Novel Approaches to Information Systems Design

Novel Approaches to Information Systems Design PDF Book Detail Author: Prakash, Naveen
Publisher: IGI Global
ISBN: 1799829774
Category : Computers
Languages : en
Pages : 299

Book Description
Though traditionally information systems have been centralized, these systems are now distributed over the web. This requires a re-investigation into the way information systems are modeled and designed. Because of this new function, critical problems, including security, never-fail systems, and quality of service have begun to emerge. Novel Approaches to Information Systems Design is an essential publication that explores the most recent, cutting-edge research in information systems and exposes the reader to emerging but relatively mature models and techniques in the area. Highlighting a wide range of topics such as big data, business intelligence, and energy efficiency, this publication is ideally designed for managers, administrators, system developers, information system engineers, researchers, academicians, and graduate-level students seeking coverage on critical components of information systems.

Optimization and Machine Learning

Optimization and Machine Learning PDF Book Detail Author: Rachid Chelouah
Publisher: John Wiley & Sons
ISBN: 1119902878
Category : Computers
Languages : en
Pages : 256

Book Description
Machine learning and optimization techniques are revolutionizing our world. Other types of information technology have not progressed as rapidly in recent years, in terms of real impact. The aim of this book is to present some of the innovative techniques in the field of optimization and machine learning, and to demonstrate how to apply them in the fields of engineering. Optimization and Machine Learning presents modern advances in the selection, configuration and engineering of algorithms that rely on machine learning and optimization. The first part of the book is dedicated to applications where optimization plays a major role, and the second part describes and implements several applications that are mainly based on machine learning techniques. The methods addressed in these chapters are compared against their competitors, and their effectiveness in their chosen field of application is illustrated.

Information and Software Technologies

Information and Software Technologies PDF Book Detail Author: Robertas Damaševičius
Publisher: Springer
ISBN: 3319999729
Category : Computers
Languages : en
Pages : 598

Book Description
This book constitutes the refereed proceedings of the 24th International Conference on Information and Software Technologies, ICIST 2018, held in Vilnius, Lithuania, in October 2018. The 48 papers presented were carefully reviewed and selected from 124 submissions. The papers are organized in topical sections on information systems; business intelligence for information and software systems; software engineering; and information technology applications.

Data Analytics in Bioinformatics

Data Analytics in Bioinformatics PDF Book Detail Author: Rabinarayan Satpathy
Publisher: John Wiley & Sons
ISBN: 1119785618
Category : Computers
Languages : en
Pages : 544

Book Description
Machine learning techniques are increasingly being used to address problems in computational biology and bioinformatics. Novel machine learning computational techniques to analyze high throughput data in the form of sequences, gene and protein expressions, pathways, and images are becoming vital for understanding diseases and future drug discovery. Machine learning techniques such as Markov models, support vector machines, neural networks, and graphical models have been successful in analyzing life science data because of their capabilities in handling randomness and uncertainty of data noise and in generalization. Machine Learning in Bioinformatics compiles recent approaches in machine learning methods and their applications in addressing contemporary problems in bioinformatics approximating classification and prediction of disease, feature selection, dimensionality reduction, gene selection and classification of microarray data and many more.

Emerging Trends in Electrical Communications and Information Technologies

Emerging Trends in Electrical  Communications  and Information Technologies PDF Book Detail Author: T. Hitendra Sarma
Publisher: Springer Nature
ISBN: 981138942X
Category : Technology & Engineering
Languages : en
Pages : 794

Book Description
This book includes original, peer-reviewed research from the 3rd International Conference on Emerging Trends in Electrical, Communication and Information Technologies (ICECIT 2018), held at Srinivasa Ramanujan Institute of Technology, Ananthapuramu, Andhra Pradesh, India in December 2018. It covers the latest research trends and developments in the areas of Electrical Engineering, Electronic and Communication Engineering, and Computer Science and Information.