Telecharger Pdf:

Intelligent Analytics With Advanced Multi Industry Applications

Intelligent Analytics With Advanced Multi Industry Applications. Ce sont les livres pour ceux qui cherchent à lire le Intelligent Analytics With Advanced Multi Industry Applications, à lire ou à télécharger des livres Pdf / ePub et certains auteurs peuvent avoir désactivé la lecture en direct.Vérifiez le livre s'il est disponible pour votre pays et si l'utilisateur déjà abonné aura accès à tous les livres gratuits de la bibliothèque.

Intelligent Analytics With Advanced Multi-Industry Applications

Telecharger pdf Intelligent Analytics With Advanced Multi-Industry Applications

Many fundamental technological and managerial issues surrounding the development and implementation of intelligent analytics within multi-industry applicat ...

  • L'auteur : ,
  • Editeur: IGI Global
  • ISBN: 1799849643
  • Genre: Computers
  • Nombre de pages: 392
  • Langue: French/English
  • Vues: 751
  • Telecharger: 751
  • GET BOOK

Détails: Many fundamental technological and managerial issues surrounding the development and implementation of intelligent analytics within multi-industry applications remain unsolved. There are still questions surrounding the foundation of intelligent analytics, the elements, the big characteristics, and the effects on business, management, technology, and society. Research is devoted to answering these questions and understanding how intelligent analytics can improve healthcare, mobile commerce, web services, cloud services, blockchain, 5G development, digital transformation, and more. Intelligent Analytics With Advanced Multi-Industry Applications is a critical reference source that explores cutting-edge theories, technologies, and methodologies of intelligent analytics with multi-industry applications and emphasizes the integration of artificial intelligence, business intelligence, big data, and analytics from a perspective of computing, service, and management. This book also provides real-world applications of the proposed concept of intelligent analytics to e-SMACS (electronic, social, mobile, analytics, cloud, and service) commerce and services, healthcare, the internet of things, the sharing economy, cloud computing, blockchain, and Industry 4.0. This book is ideal for scientists, engineers, educators, university students, service and management professionals, policymakers, decision makers, practitioners, stakeholders, researchers, and others who have an interest in how intelligent analytics are being implemented and utilized in diverse industries.


Big Data Analytics for Improved Accuracy, Efficiency, and Decision Making in Digital Marketing

Telecharger pdf Big Data Analytics for Improved Accuracy, Efficiency, and Decision Making in Digital Marketing

The availability of big data, low-cost commodity hardware, and new information management and analytic software have produced a unique moment in the histor ...

  • L'auteur : Singh, Amandeep
  • Editeur: IGI Global
  • ISBN: 1799872335
  • Genre: Business & Economics
  • Nombre de pages: 310
  • Langue: French/English
  • Vues: 1693
  • Telecharger: 1693
  • GET BOOK

Détails: The availability of big data, low-cost commodity hardware, and new information management and analytic software have produced a unique moment in the history of data analysis. The convergence of these trends means that we have the capabilities required to analyze astonishing data sets quickly and cost-effectively for the first time in history. They represent a genuine leap forward and a clear opportunity to realize enormous gains in terms of efficiency, productivity, revenue, and profitability especially in digital marketing. Data plays a huge role in understanding valuable insights about target demographics and customer preferences. From every interaction with technology, regardless of whether it is active or passive, we are creating new data that can describe us. If analyzed correctly, these data points can explain a lot about our behavior, personalities, and life events. Companies can leverage these insights for product improvements, business strategy, and marketing campaigns to cater to the target customers. Big Data Analytics for Improved Accuracy, Efficiency, and Decision Making in Digital Marketing aids understanding of big data in terms of digital marketing for meaningful analysis of information that can improve marketing efforts and strategies using the latest digital techniques. The chapters cover a wide array of essential marketing topics and techniques, including search engine marketing, consumer behavior, social media marketing, online advertising, and how they interact with big data. This book is essential for professionals and researchers working in the field of analytics, data, and digital marketing, along with marketers, advertisers, brand managers, social media specialists, managers, sales professionals, practitioners, researchers, academicians, and students looking for the latest information on how big data is being used in digital marketing strategies.


Blockchain and AI Technology in the Industrial Internet of Things

Telecharger pdf Blockchain and AI Technology in the Industrial Internet of Things

Blockchain and artificial intelligence (AI) in industrial internet of things is an emerging field of research at the intersection of information science, c ...

  • L'auteur : Pani, Subhendu Kumar,Lau, Sian Lun,Liu, Xingcheng
  • Editeur: IGI Global
  • ISBN: 1799866955
  • Genre: Computers
  • Nombre de pages: 317
  • Langue: French/English
  • Vues: 1180
  • Telecharger: 1180
  • GET BOOK

Détails: Blockchain and artificial intelligence (AI) in industrial internet of things is an emerging field of research at the intersection of information science, computer science, and electronics engineering. The radical digitization of industry coupled with the explosion of the internet of things (IoT) has set up a paradigm shift for industrial and manufacturing companies. There exists a need for a comprehensive collection of original research of the best performing methods and state-of-the-art approaches in this area of blockchain, AI, and the industrial internet of things in this new era for industrial and manufacturing companies. Blockchain and AI Technology in the Industrial Internet of Things compares different approaches to the industrial internet of things and explores the direct impact blockchain and AI technology have on the betterment of the human life. The chapters provide the latest advances in the field and provide insights and concerns on the concept and growth of the industrial internet of things. While including research on security and privacy, supply chain management systems, performance analysis, and a variety of industries, this book is ideal for professionals, researchers, managers, technologists, security analysts, executives, practitioners, researchers, academicians, and students looking for advanced research and information on the newest technologies, advances, and approaches for blockchain and AI in the industrial internet of things.


Data Preprocessing, Active Learning, and Cost Perceptive Approaches for Resolving Data Imbalance

Telecharger pdf Data Preprocessing, Active Learning, and Cost Perceptive Approaches for Resolving Data Imbalance

Over the last two decades, researchers are looking at imbalanced data learning as a prominent research area. Many critical real-world application areas lik ...

  • L'auteur : Rana, Dipti P.,Mehta, Rupa G.
  • Editeur: IGI Global
  • ISBN: 1799873730
  • Genre: Computers
  • Nombre de pages: 309
  • Langue: French/English
  • Vues: 1608
  • Telecharger: 1608
  • GET BOOK

Détails: Over the last two decades, researchers are looking at imbalanced data learning as a prominent research area. Many critical real-world application areas like finance, health, network, news, online advertisement, social network media, and weather have imbalanced data, which emphasizes the research necessity for real-time implications of precise fraud/defaulter detection, rare disease/reaction prediction, network intrusion detection, fake news detection, fraud advertisement detection, cyber bullying identification, disaster events prediction, and more. Machine learning algorithms are based on the heuristic of equally-distributed balanced data and provide the biased result towards the majority data class, which is not acceptable considering imbalanced data is omnipresent in real-life scenarios and is forcing us to learn from imbalanced data for foolproof application design. Imbalanced data is multifaceted and demands a new perception using the novelty at sampling approach of data preprocessing, an active learning approach, and a cost perceptive approach to resolve data imbalance. Data Preprocessing, Active Learning, and Cost Perceptive Approaches for Resolving Data Imbalance offers new aspects for imbalanced data learning by providing the advancements of the traditional methods, with respect to big data, through case studies and research from experts in academia, engineering, and industry. The chapters provide theoretical frameworks and the latest empirical research findings that help to improve the understanding of the impact of imbalanced data and its resolving techniques based on data preprocessing, active learning, and cost perceptive approaches. This book is ideal for data scientists, data analysts, engineers, practitioners, researchers, academicians, and students looking for more information on imbalanced data characteristics and solutions using varied approaches.


Artificial Intelligence

Telecharger pdf Artificial Intelligence

Companies that don't use AI will soon be obsolete. From making faster, better decisions to automating rote work to enabling robots to respond to emotions, ...

  • L'auteur : Harvard Business Review,Thomas H. Davenport,Erik Brynjolfsson,Andrew McAfee,H. James Wilson
  • Editeur: Harvard Business Press
  • ISBN: 1633697908
  • Genre: Computers
  • Nombre de pages: 192
  • Langue: French/English
  • Vues: 1506
  • Telecharger: 1506
  • GET BOOK

Détails: Companies that don't use AI will soon be obsolete. From making faster, better decisions to automating rote work to enabling robots to respond to emotions, AI and machine learning are already reshaping business and society. What should you and your company be doing today to ensure that you're poised for success and keeping up with your competitors in the age of AI? Artificial Intelligence: The Insights You Need from Harvard Business Review brings you today's most essential thinking on AI and explains how to launch the right initiatives at your company to capitalize on the opportunity of the machine intelligence revolution. Business is changing. Will you adapt or be left behind? Get up to speed and deepen your understanding of the topics that are shaping your company's future with the Insights You Need from Harvard Business Review series. Featuring HBR's smartest thinking on fast-moving issues--blockchain, cybersecurity, AI, and more--each book provides the foundational introduction and practical case studies your organization needs to compete today and collects the best research, interviews, and analysis to get it ready for tomorrow. You can't afford to ignore how these issues will transform the landscape of business and society. The Insights You Need series will help you grasp these critical ideas--and prepare you and your company for the future.


Application of Intelligent Systems in Multi-modal Information Analytics

Telecharger pdf Application of Intelligent Systems in Multi-modal Information Analytics

This book presents the proceedings of the 2020 International Conference on Intelligent Systems Applications in Multi-modal Information Analytics, held in C ...

  • L'auteur : Vijayan Sugumaran,Zheng Xu,Huiyu Zhou
  • Editeur: Springer Nature
  • ISBN: 3030514315
  • Genre: Technology & Engineering
  • Nombre de pages: 791
  • Langue: French/English
  • Vues: 1810
  • Telecharger: 1810
  • GET BOOK

Détails: This book presents the proceedings of the 2020 International Conference on Intelligent Systems Applications in Multi-modal Information Analytics, held in Changzhou, China, on June 18–19, 2020. It provides comprehensive coverage of the latest advances and trends in information technology, science and engineering. It addresses a number of broad themes, including data mining, multi-modal informatics, agent-based and multi-agent systems for health and education informatics, which inspire the development of intelligent information technologies. The contributions cover a wide range of topics such as AI applications and innovations in health and education informatics; data and knowledge management; multi-modal application management; and web/social media mining for multi-modal informatics. Outlining promising future research directions, the book is a valuable resource for students, researchers and professionals, and a useful reference guide for newcomers to the field.


Business Applications and Computational Intelligence

Telecharger pdf Business Applications and Computational Intelligence

"This book deals with the computational intelligence field, particularly business applications adopting computational intelligence techniques"--Provided by ...

  • L'auteur : Kevin E. Voges,Nigel Pope
  • Editeur: IGI Global
  • ISBN: 1591407044
  • Genre: Computers
  • Nombre de pages: 481
  • Langue: French/English
  • Vues: 1290
  • Telecharger: 1290
  • GET BOOK

Détails: "This book deals with the computational intelligence field, particularly business applications adopting computational intelligence techniques"--Provided by publisher.


Manufacturing Intelligence for Industrial Engineering: Methods for System Self-Organization, Learning, and Adaptation

Telecharger pdf Manufacturing Intelligence for Industrial Engineering: Methods for System Self-Organization, Learning, and Adaptation

"This book focuses on the latest innovations in the process of manufacturing in engineering"--Provided by publisher. ...

  • L'auteur : Zhou, Zude,Wang, Huaiqing,Lou, Ping
  • Editeur: IGI Global
  • ISBN: 1605668656
  • Genre: Computers
  • Nombre de pages: 407
  • Langue: French/English
  • Vues: 1881
  • Telecharger: 1881
  • GET BOOK

Détails: "This book focuses on the latest innovations in the process of manufacturing in engineering"--Provided by publisher.


Computational Intelligence for Multimedia Big Data on the Cloud with Engineering Applications

Telecharger pdf Computational Intelligence for Multimedia Big Data on the Cloud with Engineering Applications

Computational Intelligence for Multimedia Big Data on the Cloud with Engineering Applications covers timely topics, including the neural network (NN), part ...

  • L'auteur : Arun Kumar Sangaiah,Zhiyong Zhang,Michael Sheng
  • Editeur: Academic Press
  • ISBN: 0128133279
  • Genre: Technology & Engineering
  • Nombre de pages: 362
  • Langue: French/English
  • Vues: 628
  • Telecharger: 628
  • GET BOOK

Détails: Computational Intelligence for Multimedia Big Data on the Cloud with Engineering Applications covers timely topics, including the neural network (NN), particle swarm optimization (PSO), evolutionary algorithm (GA), fuzzy sets (FS) and rough sets (RS), etc. Furthermore, the book highlights recent research on representative techniques to elaborate how a data-centric system formed a powerful platform for the processing of cloud hosted multimedia big data and how it could be analyzed, processed and characterized by CI. The book also provides a view on how techniques in CI can offer solutions in modeling, relationship pattern recognition, clustering and other problems in bioengineering. It is written for domain experts and developers who want to understand and explore the application of computational intelligence aspects (opportunities and challenges) for design and development of a data-centric system in the context of multimedia cloud, big data era and its related applications, such as smarter healthcare, homeland security, traffic control trading analysis and telecom, etc. Researchers and PhD students exploring the significance of data centric systems in the next paradigm of computing will find this book extremely useful. Presents a brief overview of computational intelligence paradigms and its significant role in application domains Illustrates the state-of-the-art and recent developments in the new theories and applications of CI approaches Familiarizes the reader with computational intelligence concepts and technologies that are successfully used in the implementation of cloud-centric multimedia services in massive data processing Provides new advances in the fields of CI for bio-engineering application


Challenges and Applications of Data Analytics in Social Perspectives

Telecharger pdf Challenges and Applications of Data Analytics in Social Perspectives

With exponentially increasing amounts of data accumulating in real-time, there is no reason why one should not turn data into a competitive advantage. Whil ...

  • L'auteur : Sathiyamoorthi, V.,Elci, Atilla
  • Editeur: IGI Global
  • ISBN: 179982568X
  • Genre: Computers
  • Nombre de pages: 324
  • Langue: French/English
  • Vues: 806
  • Telecharger: 806
  • GET BOOK

Détails: With exponentially increasing amounts of data accumulating in real-time, there is no reason why one should not turn data into a competitive advantage. While machine learning, driven by advancements in artificial intelligence, has made great strides, it has not been able to surpass a number of challenges that still prevail in the way of better success. Such limitations as the lack of better methods, deeper understanding of problems, and advanced tools are hindering progress. Challenges and Applications of Data Analytics in Social Perspectives provides innovative insights into the prevailing challenges in data analytics and its application on social media and focuses on various machine learning and deep learning techniques in improving practice and research. The content within this publication examines topics that include collaborative filtering, data visualization, and edge computing. It provides research ideal for data scientists, data analysts, IT specialists, website designers, e-commerce professionals, government officials, software engineers, social media analysts, industry professionals, academicians, researchers, and students.


Hybrid Computational Intelligence

Telecharger pdf Hybrid Computational Intelligence

Hybrid Computational Intelligence: Challenges and Utilities is a comprehensive resource that begins with the basics and main components of computational in ...

  • L'auteur : Siddhartha Bhattacharyya,Vaclav Snasel,Deepak Gupta,Ashish Khanna
  • Editeur: Academic Press
  • ISBN: 012818700X
  • Genre: Computers
  • Nombre de pages: 250
  • Langue: French/English
  • Vues: 1041
  • Telecharger: 1041
  • GET BOOK

Détails: Hybrid Computational Intelligence: Challenges and Utilities is a comprehensive resource that begins with the basics and main components of computational intelligence. It brings together many different aspects of the current research on HCI technologies, such as neural networks, support vector machines, fuzzy logic and evolutionary computation, while also covering a wide range of applications and implementation issues, from pattern recognition and system modeling, to intelligent control problems and biomedical applications. The book also explores the most widely used applications of hybrid computation as well as the history of their development. Each individual methodology provides hybrid systems with complementary reasoning and searching methods which allow the use of domain knowledge and empirical data to solve complex problems. Provides insights into the latest research trends in hybrid intelligent algorithms and architectures Focuses on the application of hybrid intelligent techniques for pattern mining and recognition, in big data analytics, and in human-computer interaction Features hybrid intelligent applications in biomedical engineering and healthcare informatics


Handbook of Research on Intelligent Techniques and Modeling Applications in Marketing Analytics

Telecharger pdf Handbook of Research on Intelligent Techniques and Modeling Applications in Marketing Analytics

The success of any organization is largely dependent on positive feedback and repeat business from patrons. By utilizing acquired marketing data, business ...

  • L'auteur : Kumar, Anil,Dash, Manoj Kumar,Trivedi, Shrawan Kumar,Panda, Tapan Kumar
  • Editeur: IGI Global
  • ISBN: 1522509984
  • Genre: Business & Economics
  • Nombre de pages: 428
  • Langue: French/English
  • Vues: 1567
  • Telecharger: 1567
  • GET BOOK

Détails: The success of any organization is largely dependent on positive feedback and repeat business from patrons. By utilizing acquired marketing data, business professionals can more accurately assess practices, services, and products that their customers find appealing. The Handbook of Research on Intelligent Techniques and Modeling Applications in Marketing Analytics features innovative research and implementation practices of analytics in marketing research. Highlighting various techniques in acquiring and deciphering marketing data, this publication is a pivotal reference for professionals, managers, market researchers, and practitioners interested in the observation and utilization of data on marketing trends to promote positive business practices.


Computational Neuroscience for Advancing Artificial Intelligence: Models, Methods and Applications

Telecharger pdf Computational Neuroscience for Advancing Artificial Intelligence: Models, Methods and Applications

"This book argues that computational models in behavioral neuroscience must be taken with caution, and advocates for the study of mathematical models of ex ...

  • L'auteur : Alonso, Eduardo,Mondrag¢n, Esther
  • Editeur: IGI Global
  • ISBN: 1609600231
  • Genre: Computers
  • Nombre de pages: 396
  • Langue: French/English
  • Vues: 1830
  • Telecharger: 1830
  • GET BOOK

Détails: "This book argues that computational models in behavioral neuroscience must be taken with caution, and advocates for the study of mathematical models of existing theories as complementary to neuro-psychological models and computational models"--


Industrial Applications of Holonic and Multi-Agent Systems

Telecharger pdf Industrial Applications of Holonic and Multi-Agent Systems

This book constitutes the refereed proceedings of the 8th International Conference on Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2 ...

  • L'auteur : Vladimír Mařík,Wolfgang Wahlster,Thomas Strasser,Petr Kadera
  • Editeur: Springer
  • ISBN: 3319646354
  • Genre: Computers
  • Nombre de pages: 270
  • Langue: French/English
  • Vues: 1478
  • Telecharger: 1478
  • GET BOOK

Détails: This book constitutes the refereed proceedings of the 8th International Conference on Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2017, held in Lyon, France, in August 2017. The 19 revised full papers presented were carefully reviewed and selected from 27 submissions. The papers are organized in the following topical sections: scheduling; knowledge engineering; modeling, simulation and reconfiguration; energy systems;and MAS in various areas.


Artificial Intelligence in Practice

Telecharger pdf Artificial Intelligence in Practice

Cyber-solutions to real-world business problems Artificial Intelligence in Practice is a fascinating look into how companies use AI and machine learning to ...

  • L'auteur : Bernard Marr
  • Editeur: John Wiley & Sons
  • ISBN: 1119548985
  • Genre: Business & Economics
  • Nombre de pages: 352
  • Langue: French/English
  • Vues: 1540
  • Telecharger: 1540
  • GET BOOK

Détails: Cyber-solutions to real-world business problems Artificial Intelligence in Practice is a fascinating look into how companies use AI and machine learning to solve problems. Presenting 50 case studies of actual situations, this book demonstrates practical applications to issues faced by businesses around the globe. The rapidly evolving field of artificial intelligence has expanded beyond research labs and computer science departments and made its way into the mainstream business environment. Artificial intelligence and machine learning are cited as the most important modern business trends to drive success. It is used in areas ranging from banking and finance to social media and marketing. This technology continues to provide innovative solutions to businesses of all sizes, sectors and industries. This engaging and topical book explores a wide range of cases illustrating how businesses use AI to boost performance, drive efficiency, analyse market preferences and many others. Best-selling author and renowned AI expert Bernard Marr reveals how machine learning technology is transforming the way companies conduct business. This detailed examination provides an overview of each company, describes the specific problem and explains how AI facilitates resolution. Each case study provides a comprehensive overview, including some technical details as well as key learning summaries: Understand how specific business problems are addressed by innovative machine learning methods Explore how current artificial intelligence applications improve performance and increase efficiency in various situations Expand your knowledge of recent AI advancements in technology Gain insight on the future of AI and its increasing role in business and industry Artificial Intelligence in Practice: How 50 Successful Companies Used Artificial Intelligence to Solve Problems is an insightful and informative exploration of the transformative power of technology in 21st century commerce.


Intelligent Industrial Systems: Modeling, Automation and Adaptive Behavior

Telecharger pdf Intelligent Industrial Systems: Modeling, Automation and Adaptive Behavior

In recent years, there has been growing interest in industrial systems, especially in robotic manipulators and mobile robot systems. As the cost of robots ...

  • L'auteur : Rigatos, Gerasimos
  • Editeur: IGI Global
  • ISBN: 161520850X
  • Genre: Computers
  • Nombre de pages: 601
  • Langue: French/English
  • Vues: 1950
  • Telecharger: 1950
  • GET BOOK

Détails: In recent years, there has been growing interest in industrial systems, especially in robotic manipulators and mobile robot systems. As the cost of robots goes down and become more compact, the number of industrial applications of robotic systems increases. Moreover, there is need to design industrial systems with intelligence, autonomous decision making capabilities, and self-diagnosing properties. Intelligent Industrial Systems: Modeling, Automation and Adaptive Behavior analyzes current trends in industrial systems design, such as intelligent, industrial, and mobile robotics, complex electromechanical systems, fault diagnosis and avoidance of critical conditions, optimization, and adaptive behavior. This book discusses examples from major areas of research for engineers and researchers, providing an extensive background on robotics and industrial systems with intelligence, autonomy, and adaptive behavior giving emphasis to industrial systems design.


Research Anthology on Multi-Industry Uses of Genetic Programming and Algorithms

Telecharger pdf Research Anthology on Multi-Industry Uses of Genetic Programming and Algorithms

Genetic programming is a new and evolutionary method that has become a novel area of research within artificial intelligence known for automatically genera ...

  • L'auteur : Management Association, Information Resources
  • Editeur: IGI Global
  • ISBN: 1799880990
  • Genre: Computers
  • Nombre de pages: 1534
  • Langue: French/English
  • Vues: 1730
  • Telecharger: 1730
  • GET BOOK

Détails: Genetic programming is a new and evolutionary method that has become a novel area of research within artificial intelligence known for automatically generating high-quality solutions to optimization and search problems. This automatic aspect of the algorithms and the mimicking of natural selection and genetics makes genetic programming an intelligent component of problem solving that is highly regarded for its efficiency and vast capabilities. With the ability to be modified and adapted, easily distributed, and effective in large-scale/wide variety of problems, genetic algorithms and programming can be utilized in many diverse industries. This multi-industry uses vary from finance and economics to business and management all the way to healthcare and the sciences. The use of genetic programming and algorithms goes beyond human capabilities, enhancing the business and processes of various essential industries and improving functionality along the way. The Research Anthology on Multi-Industry Uses of Genetic Programming and Algorithms covers the implementation, tools and technologies, and impact on society that genetic programming and algorithms have had throughout multiple industries. By taking a multi-industry approach, this book covers the fundamentals of genetic programming through its technological benefits and challenges along with the latest advancements and future outlooks for computer science. This book is ideal for academicians, biological engineers, computer programmers, scientists, researchers, and upper-level students seeking the latest research on genetic programming.


Data Science and Data Analytics

Telecharger pdf Data Science and Data Analytics

Data science is a multi-disciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from structur ...

  • L'auteur : Amit Kumar Tyagi
  • Editeur: CRC Press
  • ISBN: 1000423190
  • Genre: Computers
  • Nombre de pages: 482
  • Langue: French/English
  • Vues: 842
  • Telecharger: 842
  • GET BOOK

Détails: Data science is a multi-disciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from structured (labeled) and unstructured (unlabeled) data. It is the future of Artificial Intelligence (AI) and a necessity of the future to make things easier and more productive. In simple terms, data science is the discovery of data or uncovering hidden patterns (such as complex behaviors, trends, and inferences) from data. Moreover, Big Data analytics/data analytics are the analysis mechanisms used in data science by data scientists. Several tools, such as Hadoop, R, etc., are used to analyze this large amount of data to predict valuable information and for decision-making. Note that structured data can be easily analyzed by efficient (available) business intelligence tools, while most of the data (80% of data by 2020) is in an unstructured form that requires advanced analytics tools. But while analyzing this data, we face several concerns, such as complexity, scalability, privacy leaks, and trust issues. Data science helps us to extract meaningful information or insights from unstructured or complex or large amounts of data (available or stored virtually in the cloud). Data Science and Data Analytics: Opportunities and Challenges covers all possible areas, applications with arising serious concerns, and challenges in this emerging field in detail with a comparative analysis/taxonomy. FEATURES Gives the concept of data science, tools, and algorithms that exist for many useful applications Provides many challenges and opportunities in data science and data analytics that help researchers to identify research gaps or problems Identifies many areas and uses of data science in the smart era Applies data science to agriculture, healthcare, graph mining, education, security, etc. Academicians, data scientists, and stockbrokers from industry/business will find this book useful for designing optimal strategies to enhance their firm’s productivity.


Optimizing Big Data Management and Industrial Systems With Intelligent Techniques

Telecharger pdf Optimizing Big Data Management and Industrial Systems With Intelligent Techniques

In order to survive an increasingly competitive market, corporations must adopt and employ optimization techniques and big data analytics for more efficien ...

  • L'auteur : Öner, Sultan Ceren,Yüregir, Oya H.
  • Editeur: IGI Global
  • ISBN: 1522551387
  • Genre: Computers
  • Nombre de pages: 238
  • Langue: French/English
  • Vues: 428
  • Telecharger: 428
  • GET BOOK

Détails: In order to survive an increasingly competitive market, corporations must adopt and employ optimization techniques and big data analytics for more efficient product development and value creation. Understanding the strengths, weaknesses, opportunities, and threats of new techniques and manufacturing processes allows companies to succeed during the rise of Industry 4.0. Optimizing Big Data Management and Industrial Systems With Intelligent Techniques explores optimization techniques, recommendation systems, and manufacturing processes that support the evaluation of cyber-physical systems, end-to-end engineering, and digitalized control systems. Featuring coverage on a broad range of topics such as digital economy, fuzzy logic, and data linkage methods, this book is ideally designed for manufacturers, engineers, professionals, managers, academicians, and students.


Cognitive Analytics: Concepts, Methodologies, Tools, and Applications

Telecharger pdf Cognitive Analytics: Concepts, Methodologies, Tools, and Applications

Due to the growing use of web applications and communication devices, the use of data has increased throughout various industries, including business and h ...

  • L'auteur : Management Association, Information Resources
  • Editeur: IGI Global
  • ISBN: 1799824616
  • Genre: Science
  • Nombre de pages: 1961
  • Langue: French/English
  • Vues: 1309
  • Telecharger: 1309
  • GET BOOK

Détails: Due to the growing use of web applications and communication devices, the use of data has increased throughout various industries, including business and healthcare. It is necessary to develop specific software programs that can analyze and interpret large amounts of data quickly in order to ensure adequate usage and predictive results. Cognitive Analytics: Concepts, Methodologies, Tools, and Applications provides emerging perspectives on the theoretical and practical aspects of data analysis tools and techniques. It also examines the incorporation of pattern management as well as decision-making and prediction processes through the use of data management and analysis. Highlighting a range of topics such as natural language processing, big data, and pattern recognition, this multi-volume book is ideally designed for information technology professionals, software developers, data analysts, graduate-level students, researchers, computer engineers, software engineers, IT specialists, and academicians.


More Books Related