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Visualization And Mind Mapping In Artificial Intelligence

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Visualization and Mind Mapping in Artificial Intelligence

Visualization and Mind Mapping in Artificial Intelligence Book
Author : José M. Guerrero
Publisher : Academic Press
Release : 2021-08-15
ISBN : 9780128201190
Language : En, Es, Fr & De

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Book Description :

In the near future, we will see an increase in the development and use of all sorts of AI applications. Some of the more promising areas will be Finance, Healthcare, IoT, Manufacturing, Journalism, and Cybersecurity. Many of these applications generate a great amount of complex information. Natural Language Understanding is one of the most clear examples. Traditional ways of visualizing complex information, namely linear text, web pages and hyperlink based applications, have serious productivity problems. Users need a lot of time to visualize the information and have problems to see the whole picture of the results. Mind mapping is probably the only way of reducing the problems inherent to these traditional ways of visualizing complex information. Most people have no clear idea about the advantages of mind mapping or the problems created by the traditional ways of visualizing complex information. The goal of Visualization in Artificial Intelligence is to provide readers with an introduction to mind mapping, to the problems of using traditional ways of visualizing complex information and as an introduction to mind mapping automation and its integration into Artificial Intelligence applications like NLU and others. As more applications of Artificial Intelligence are developed in the near future, the need for the improvement of the visualization of the information generated will increase exponentially. Information overload will soon also happen in AI applications. This will diminish the advantages of using AI. Author José Maria Guerrero is a long-time expert in mind mapping and visualization techniques. In this book, he introduces readers to a technique called MindManager that can considerably reduce the problems associated with the interpretation of complex information generated by Artificial Intelligence software. Provides coverage of the fundamentals of mind mapping and visualization applied to Artificial Intelligence applications Includes coverage of the scientific bases for mind mapping for the visualization of complex information Introduces the author's MindManager toolkit for the readers to use in development of new visualization and mind mapping techniques Includes case studies and real-world applications of MindManager for AI applications, including examples using IBM Watson NLU

Data Democracy

Data Democracy Book
Author : Feras A. Batarseh,Ruixin Yang
Publisher : Academic Press
Release : 2020-01-21
ISBN : 0128189398
Language : En, Es, Fr & De

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Book Description :

Data Democracy: At the Nexus of Artificial Intelligence, Software Development, and Knowledge Engineering provides a manifesto to data democracy. After reading the chapters of this book, you are informed and suitably warned! You are already part of the data republic, and you (and all of us) need to ensure that our data fall in the right hands. Everything you click, buy, swipe, try, sell, drive, or fly is a data point. But who owns the data? At this point, not you! You do not even have access to most of it. The next best empire of our planet is one who owns and controls the world’s best dataset. If you consume or create data, if you are a citizen of the data republic (willingly or grudgingly), and if you are interested in making a decision or finding the truth through data-driven analysis, this book is for you. A group of experts, academics, data science researchers, and industry practitioners gathered to write this manifesto about data democracy. The future of the data republic, life within a data democracy, and our digital freedoms An in-depth analysis of open science, open data, open source software, and their future challenges A comprehensive review of data democracy's implications within domains such as: healthcare, space exploration, earth sciences, business, and psychology The democratization of Artificial Intelligence (AI), and data issues such as: Bias, imbalance, context, and knowledge extraction A systematic review of AI methods applied to software engineering problems

A Textbook of Artificial Intelligence for Class 10

A Textbook of Artificial Intelligence for Class 10 Book
Author : Hema Dhingra ,Rashi Bansal ,Sayan Banerjee,Prof. Dr. Shalini Verma ,Goyal Brothers Prakashan
Publisher : Goyal Brothers Prakashan
Release : 2020-04-01
ISBN : 8183891381
Language : En, Es, Fr & De

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Book Description :

Goyal Brothers Prakashan

Federal Data Science

Federal Data Science Book
Author : Feras A. Batarseh,Ruixin Yang
Publisher : Academic Press
Release : 2017-09-21
ISBN : 012812444X
Language : En, Es, Fr & De

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Book Description :

Federal Data Science serves as a guide for federal software engineers, government analysts, economists, researchers, data scientists, and engineering managers in deploying data analytics methods to governmental processes. Driven by open government (2009) and big data (2012) initiatives, federal agencies have a serious need to implement intelligent data management methods, share their data, and deploy advanced analytics to their processes. Using federal data for reactive decision making is not sufficient anymore, intelligent data systems allow for proactive activities that lead to benefits such as: improved citizen services, higher accountability, reduced delivery inefficiencies, lower costs, enhanced national insights, and better policy making. No other government-dedicated work has been found in literature that addresses this broad topic. This book provides multiple use-cases, describes federal data science benefits, and fills the gap in this critical and timely area. Written and reviewed by academics, industry experts, and federal analysts, the problems and challenges of developing data systems for government agencies is presented by actual developers, designers, and users of those systems, providing a unique and valuable real-world perspective. Offers a range of data science models, engineering tools, and federal use-cases Provides foundational observations into government data resources and requirements Introduces experiences and examples of data openness from the US and other countries A step-by-step guide for the conversion of government towards data-driven policy making Focuses on presenting data models that work within the constraints of the US government Presents the why, the what, and the how of injecting AI into federal culture and software systems

Computer Science and Artificial Intelligence

Computer Science and Artificial Intelligence Book
Author : Chang Wen-jer
Publisher : World Scientific
Release : 2017-07-19
ISBN : 9813220309
Language : En, Es, Fr & De

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Book Description :

Held in Guilin of China from August 13-14, 2016, the 2016 International Conference on Computer Science and Artificial Intelligence (CSAI2016) provides an excellent international platform for all invited speakers, authors and participants to share their results and establish research collaborations for future research. The conference enjoys a wide spread participation. It would not only serve as an academic forum, but also a good opportunity to establish business cooperation. CSAI2016 proceedings collects the most up-to-date, comprehensive, and worldwide state-of-art knowledge on computer science and artificial intelligence. After strict peer-review, the proceedings put together 117 articles based on originality, significance and clarity for the purpose of the conference.

Design Recommendations for Intelligent Tutoring Systems Volume 8 Data Visualization

Design Recommendations for Intelligent Tutoring Systems  Volume 8   Data Visualization Book
Author : Anne Sinatra,Arthur C. Graesser,Xiangen Hu,Benjamin Goldberg,Andrew J. Hampton
Publisher : U.S. Army Combat Capabilities Development Command – Soldier Center
Release : 2020-12-30
ISBN : 0997725788
Language : En, Es, Fr & De

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Book Description :

This book on data visualization is the eighth in a planned series of books that examine key topics (e.g., learner modeling, instructional strategies, authoring, domain modeling, assessment, team tutoring, self-improving systems, data visualization, and competency based scenario design) in intelligent tutoring system (ITS) design. This book focuses on data visualization and how it is applied in ITSs. The chapters within this book specifically examine topics in relationship to the Generalized Intelligent Framework for Tutoring (GIFT) (Sottilare, Brawner, Goldberg & Holden, 2012; Sottilare, Brawner, Sinatra, & Johnston, 2017). GIFT is an open-source, domain-independent, modular, service-oriented architecture for ITSs. The design of GIFT allows for reusability, reduction in authoring time, and reducing the skill level needed to create an ITS. GIFT provides functionality to create ITSs, distribute ITSs to learners through the Cloud, conduct research to evaluate ITSs, and to examine instructional outcomes. Data visualization is an important topic for ITSs, as there are many different users of the systems (including learners, instructors, researchers, subject matter experts). The data that is collected by the ITS can be organized and displayed in a number of different ways. The current book includes a general discussion of how data visualizations can be applied in ITSs, as well as detailed specific examples of existing implementations, and technical details related to incorporating data visualization in ITSs. We believe this book can be used as a design tool for data visualization interfaces in ITSs.

Distributed Computing and Artificial Intelligence 12th International Conference

Distributed Computing and Artificial Intelligence  12th International Conference Book
Author : Sigeru Omatu,Qutaibah M. Malluhi,Sara Rodríguez Gonzalez,Grzegorz Bocewicz,Edgardo Bucciarelli,Gianfranco Giulioni,Farkhund Iqba
Publisher : Springer
Release : 2015-05-28
ISBN : 3319196383
Language : En, Es, Fr & De

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Book Description :

The 12th International Symposium on Distributed Computing and Artificial Intelligence 2015 (DCAI 2015) is a forum to present applications of innovative techniques for studying and solving complex problems. The exchange of ideas between scientists and technicians from both the academic and industrial sector is essential to facilitate the development of systems that can meet the ever-increasing demands of today’s society. The present edition brings together past experience, current work and promising future trends associated with distributed computing, artificial intelligence and their application in order to provide efficient solutions to real problems. This symposium is organized by the Osaka Institute of Technology, Qatar University and the University of Salamanca.

Developments Of Artificial Intelligence Technologies In Computation And Robotics Proceedings Of The 14th International Flins Conference Flins 2020

Developments Of Artificial Intelligence Technologies In Computation And Robotics   Proceedings Of The 14th International Flins Conference  Flins 2020  Book
Author : Zhong Li,Chunrong Yuan,Jie Lu,Etienne E Kerre
Publisher : World Scientific
Release : 2020-08-04
ISBN : 9811223343
Language : En, Es, Fr & De

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Book Description :

FLINS, an acronym introduced in 1994 and originally for Fuzzy Logic and Intelligent Technologies in Nuclear Science, is now extended into a well-established international research forum to advance the foundations and applications of computational intelligence for applied research in general and for complex engineering and decision support systems.The principal mission of FLINS is bridging the gap between machine intelligence and real complex systems via joint research between universities and international research institutions, encouraging interdisciplinary research and bringing multidiscipline researchers together.FLINS 2020 is the fourteenth in a series of conferences on computational intelligence systems.

Handbook of College Science Teaching

Handbook of College Science Teaching Book
Author : Joel J. Mintzes
Publisher : NSTA Press
Release : 2006
ISBN : 0873552601
Language : En, Es, Fr & De

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Book Description :

The Handbook offers models of teaching and learning that go beyond the typical lecture-laboratory format and provides rationales for new practices in the college classroom. It is ideal for graduate teaching assistants, senior faculty and graduate coordinators, and mid-career professors in search of reinvigoration.

Artificial Intelligence for Business Optimization

Artificial Intelligence for Business Optimization Book
Author : Bhuvan Unhelkar,Tad Gonsalves
Publisher : CRC Press
Release : 2021-08-10
ISBN : 1000409473
Language : En, Es, Fr & De

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Book Description :

This is primarily a business book that discusses the research and associated practical application of artificial intelligence (AI) and machine learning (ML) in order to achieve business optimization (BO). AI comprises a wide range of technologies, databases, algorithms, and devices. This book aims for a holistic approach to AI by focusing on developing business strategies that will not only automate but also optimize business functions, processes, and people’s behaviors. Artificial Intelligence for Business Optimization: Research and Applications explores AI and ML from a business viewpoint with the key purpose of enhancing customer value. It applies research methods and fundamentals from a practitioner’s viewpoint and incorporates discussions around risks and changes associated with the utilization of AI in business. Furthermore, governance risks, privacy, and security are also addressed in this book to ensure compliance with AI/ML applications. Readers should find direct and practical applications of the discussions in this book quite useful in their work environment. Researchers will find many ideas to further explore the applications of AI to business.

Recent Developments in Mechatronics and Intelligent Robotics

Recent Developments in Mechatronics and Intelligent Robotics Book
Author : Srikanta Patnaik,John Wang,Zhengtao Yu,Nilanjan Dey
Publisher : Springer Nature
Release : 2020-03-04
ISBN : 9811502382
Language : En, Es, Fr & De

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Book Description :

This book gathers selected papers presented at the Third International Conference on Mechatronics and Intelligent Robotics (ICMIR 2019), held in Kunming, China, on May 25–26, 2019. The proceedings cover new findings in the following areas of research: mechatronics, intelligent mechatronics, robotics and biomimetics; novel and unconventional mechatronic systems; modeling and control of mechatronic systems; elements, structures and mechanisms of micro- and nano-systems; sensors, wireless sensor networks and multi-sensor data fusion; biomedical and rehabilitation engineering, prosthetics and artificial organs; artificial intelligence (AI), neural networks and fuzzy logic in mechatronics and robotics; industrial automation, process control and networked control systems; telerobotics and human–computer interaction; human–robot interaction; robotics and artificial intelligence; bio-inspired robotics; control algorithms and control systems; design theories and principles; evolutional robotics; field robotics; force sensors, accelerometers and other measuring devices; healthcare robotics; kinematics and dynamics analysis; manufacturing robotics; mathematical and computational methodologies in robotics; medical robotics; parallel robots and manipulators; robotic cognition and emotion; robotic perception and decisions; sensor integration, fusion and perception; and social robotics.

Artificial Intelligence and Algorithms in Intelligent Systems

Artificial Intelligence and Algorithms in Intelligent Systems Book
Author : Radek Silhavy
Publisher : Springer
Release : 2018-05-26
ISBN : 3319911899
Language : En, Es, Fr & De

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Book Description :

This book presents the latest trends and approaches in artificial intelligence research and its application to intelligent systems. It discusses hybridization of algorithms, new trends in neural networks, optimisation algorithms and real-life issues related to the application of artificial methods. The book constitutes the second volume of the refereed proceedings of the Artificial Intelligence and Algorithms in Intelligent Systems of the 7th Computer Science On-line Conference 2018 (CSOC 2018), held online in April 2018.

CFA Program Curriculum 2019 Level II Volumes 1 6 Box Set

CFA Program Curriculum 2019 Level II Volumes 1 6 Box Set Book
Author : CFA Institute
Publisher : John Wiley & Sons
Release : 2018-08-24
ISBN : 1119516927
Language : En, Es, Fr & De

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Book Description :

Master the practical aspects of the CFA Program curriculum with expert instruction for the 2019 exam The same official curricula that CFA Program candidates receive with program registration is now publicly available for purchase. CFA Program Curriculum 2019 Level II, Volumes 1-6 provides the complete Level II curriculum for the 2019 exam, with practical instruction on the Candidate Body of Knowledge (CBOK) and how it is applied, including expert guidance on incorporating concepts into practice. Level II focuses on complex analysis with an emphasis on asset valuation, and is designed to help you use investment concepts appropriately in situations analysts commonly face. Coverage includes ethical and professional standards, quantitative analysis, economics, financial reporting and analysis, corporate finance, equities, fixed income, derivatives, alternative investments, and portfolio management organized into individual study sessions with clearly defined Learning Outcome Statements. Charts, graphs, figures, diagrams, and financial statements illustrate complex concepts to facilitate retention, and practice questions with answers allow you to gauge your understanding while reinforcing important concepts. While Level I introduced you to basic foundational investment skills, Level II requires more complex techniques and a strong grasp of valuation methods. This set dives deep into practical application, explaining complex topics to help you understand and retain critical concepts and processes. Incorporate analysis skills into case evaluations Master complex calculations and quantitative techniques Understand the international standards used for valuation and analysis Gauge your skills and understanding against each Learning Outcome Statement CFA Institute promotes the highest standards of ethics, education, and professional excellence among investment professionals. The CFA Program curriculum guides you through the breadth of knowledge required to uphold these standards. The three levels of the program build on each other. Level I provides foundational knowledge and teaches the use of investment tools; Level II focuses on application of concepts and analysis, particularly in the valuation of assets; and Level III builds toward synthesis across topics with an emphasis on portfolio management.

Brain Inspired Cognitive Architectures for Artificial Intelligence BICA AI 2020

Brain Inspired Cognitive Architectures for Artificial Intelligence  BICA AI 2020 Book
Author : BICA Society. Annual Meeting
Publisher : Springer Nature
Release : 2021
ISBN : 3030655962
Language : En, Es, Fr & De

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Book Description :

The book focuses on original approaches intended to support the development of biologically inspired cognitive architectures. It bridges together different disciplines, from classical artificial intelligence to linguistics, from neuro- and social sciences to design and creativity, among others. The chapters, based on contributions presented at the Eleventh Annual Meeting of the BICA Society, held on November 10-14, 2020, in Natal, Brazil, discuss emerging methods, theories and ideas towards the realization of general-purpose humanlike artificial intelligence or fostering a better understanding of the ways the human mind works. All in all, the book provides engineers, mathematicians, psychologists, computer scientists and other experts with a timely snapshot of recent research and a source of inspiration for future developments in the broadly intended areas of artificial intelligence and biological inspiration. .

Knowledge and Information Visualization

Knowledge and Information Visualization Book
Author : Sigmar-Olaf Tergan,Tanja Keller
Publisher : Springer
Release : 2005-06-28
ISBN : 354031962X
Language : En, Es, Fr & De

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Book Description :

formation. The basic ideas underlying knowledge visualization and information vi- alization are outlined. In a short preview of the contributions of this volume, the idea behind each approach and its contribution to the goals of the book are outlined. 2 The Basic Concepts of the Book Three basic concepts are the focus of this book: "data", "information", and "kno- edge". There have been numerous attempts to define the terms "data", "information", and "knowledge", among them, the OTEC Homepage "Data, Information, Kno- edge, and Wisdom" (Bellinger, Castro, & Mills, see http://www.syste- thinking.org/dikw/dikw.htm): Data are raw. They are symbols or isolated and non-interpreted facts. Data rep- sent a fact or statement of event without any relation to other data. Data simply exists and has no significance beyond its existence (in and of itself). It can exist in any form, usable or not. It does not have meaning of itself.

Portfolio Management in Practice Volume 1

Portfolio Management in Practice  Volume 1 Book
Author : CFA Institute
Publisher : John Wiley & Sons
Release : 2020-11-11
ISBN : 1119743710
Language : En, Es, Fr & De

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Book Description :

Portfolio Management in Practice, Volume 1: Investment Management delivers a comprehensive overview of investment management for students and industry professionals. As the first volume in the CFA Institute’s new Portfolio Management in Practice series, Investment Management offers professionals looking to enhance their skillsets and students building foundational knowledge an essential understanding of key investment management concepts. Designed to be an accessible resource for a wide range of learners, this volume explores the full portfolio management process. Inside, readers will find detailed coverage of: Forming capital market expectations Principles of the asset allocation process Determining investment strategies within each asset class Integrating considerations specific to high net worth individuals or institutions into chosen strategies And more To apply the concepts outlined in the Investment Management volume, explore the accompanying Portfolio Management in Practice, Volume 1: Investment Management Workbook. The perfect companion resource, this workbook aligns chapter-by-chapter with Investment Management for easy referencing so readers can draw connections between theoretical content and challenging practice problems. Featuring contributions from the CFA Institute’s subject matter experts, Portfolio Management in Practice, Volume 1: Investment Management distills the knowledge forward-thinking professionals will need to succeed in today’s fast-paced financial world.

Cooperative Design Visualization and Engineering

Cooperative Design  Visualization  and Engineering Book
Author : Yuhua Luo
Publisher : Springer
Release : 2016-10-13
ISBN : 3319467719
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed proceedings of the 13th InternationalConference on Cooperative Design, Visualization, and Engineering, CDVE2016, held in Sydney, NSW, Australia, in October 2016. The 42 full papers and 9 short papers presented were carefully reviewed and selected from 89 submissions. The papers cover a broad range of topics in the field of cooperative visualization, visual analytics, cooperative engineering, and cooperative design and applications.

An Introduction to Artificial Intelligence in Education

An Introduction to Artificial Intelligence in Education Book
Author : Shengquan Yu
Publisher : Springer Nature
Release : 2021-12-04
ISBN : 9811627703
Language : En, Es, Fr & De

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Book Description :

Download An Introduction to Artificial Intelligence in Education book written by Shengquan Yu, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Artificial Intelligence and Global Society

Artificial Intelligence and Global Society Book
Author : Puneet Kumar,Vinod Kumar Jain,Dharminder Kumar
Publisher : CRC Press
Release : 2021-03-16
ISBN : 1000345963
Language : En, Es, Fr & De

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Book Description :

In the constant battle between human intelligence and machine intelligence, machines are close to surpassing human intelligence. The unrestrained use of digital technologies in automating processes is one of the prime advantages of the third industrial revolution. As a result, all developed and developing nations have started to digitalize mundane tasks. Thus, digital technologies for information and communication technologies (ICT) have achieved high market space in terms of infrastructure building, employment generation, education sector reforms, funds mobilization, electronic governance, hardware manufacturing, software development, etc. Hence, it is evident that every segment of society has been penetrated by ICT or digitalization. This book attempts to spotlight areas where AI is thriving. FEATURES Impact of digitalization and AI on governance Novel AI practices being followed across the global community in security, healthcare, crime prevention and detection, education, agriculture, sensor networks, etc. Innovative techniques that can be adopted to ensure better quality and better delivery of services to the society Avenues for further research by the research community and student fraternity This book is a guide for university students (especially those from technical backgrounds), industries, NGOs, and policy makers.

Visualization in Modern Cartography

Visualization in Modern Cartography Book
Author : A.M. MacEachren,D.R. Fraser Taylor
Publisher : Elsevier
Release : 2013-10-22
ISBN : 1483287920
Language : En, Es, Fr & De

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Book Description :

Visualization in Modern Cartography explores links between the centuries-old discipline of cartography and today's revolutionary developments in scientific visualization. The book has three main goals: (1) to pass on design and symbolization expertise to the scientific visualization community - information that comes from centuries of pre-computer visualization by cartographers, and their more recent experiences with computerizing the discipline; (2) to help cartographers cope with the dramatic shift from print cartography to a dynamic virtual cartography for which their role is changing from that of map designer to one of spatial information display (and/or interface) designer; (3) to illustrate the expanded role for cartography in geographic, environmental, planning, and earth science applications that comes with the development of interactive geographic visualization tools. To achieve these goals, the book is divided into three parts. The first sets the historical, cognitive, and technological context for geographic/cartographic visualization tool development. The second covers key technological, symbolization, and user interface issues. The third provides a detailed look at selected prototype geographic/cartographic visualization tools and their applications.