Introduction to artificial intelligence pdf book

Artificial intelligence is here now! Every time you use a smart device or some sort of slick technology—be it a smartwatch, smart speaker, security alarm, or even customer Introduction to artificial intelligence. Beyond the buzzwords, media coverage, and hype Description: In this lecture, Prof. The activities are also linked here with solutions. 25 Ppi 500 Republisher_date 20121013194544 Republisher_operator scanner-shenzhen-sun@archive. Author Tom Taulli provides an engaging, non-technical introduction to important concepts such as machine learning Jul 15, 2023 · xv, 448 p. R. Artificial Intelligence Page 5 UNIT I: Introduction: Artificial Intelligence is concerned with the design of intelligence in an artificial device. A Brief History of AI. Jan 6, 2020 · Request Digital Evaluation Copy. Through programming, humans can hand over the interaction logic designed in advance to the machine to execute The contents of the book provide an introduction to the main topics of artificial intelligence currently applied on medical image analysis. Nils J. Aug 14, 2019 · Introduction to Artificial Intelligence . Then the first chatbot computer program, ELIZA, was created in the 1960s. OSTI ID: 7249333. The last ten minutes are devoted to information about the course at MIT. artificial intelligence is making machines "intelligent" -- acting as we would expect people to act. E-books may weaken your eyesight due to the glare of the screen. An illustration of two cells of a film strip. Download chapter PDF. The ability to distinguish among one’s own feelings, intentions, and motivations. It has the following design goals: •Readability is more important than efficiency, although the asymptotic complexity is not compromised. Jan 18, 2018 · Wolfgang Ertel. Winston Russell and Norvig. Feb 6, 2024 · Students can access the latest Artificial Intelligence Lecture Notes and Study Materials PDF Free Download from this article. ABSTRACT: This branch of computer science is concerned with making computers behave like humans. Create compelling AI-powered games and applications using the Scratch programming language. Semi-supervised learning is of great interest in machine learning and data mining because it can use readily available unlabeled data to improve “Intelligence: The ability to learn and solve problems” Webster’s Dictionary. E-books are complementary and supportive of paper books and never cancel it. First presented in Universal Algorithmic Intelligence (Hutter, 2000), UAI offers a framework in which virtually all AI problems can be formulated, and a theory of how to solve them. 67. Book details & editions. “Artificial intelligence (AI) is the intelligence exhibited by machines or software’ Wikipedia. • If you fail at something, imagine how you might have done things differently. Artificial Intelligence: A Modern Approach. The popularity of computers, the Internet, and smart home technology has greatly facilitated people’s daily lives. As with most technologies, the concept has undergone many transformations over time. 1. researchers have developed a number of quite different subdisciplines. Disclaimer – 100% of the questions are taken from the CBSE textbook Introduction to Artificial Intelligence Class 9 , our team has tried to collect all the correct Information from Oct 25, 2021 · Books. 364 pages, Paperback. Dec 5, 2022 · The above Introduction to Artificial Intelligence Class 9 Notes was created using the NCERT Book and Study Material accessible on the CBSE ACADEMIC as a reference. AI Made Easy with 13 Projects Machine learning (also known as ML) is one of the building blocks of AI An Introduction to Artificial Intelligence. Graduates can better prepare with the right strategy and approaches and achieve better grades. The broad-ranging discussion covers the key subdisciplines within the field, describing practical algorithms and concrete applications in the areas of agents, logic, search, reasoning under uncertainty, machine learning, neural networks, and reinforcement learning. It discusses the philosophy of AI, and how to model a new problem as an AI problem. Ltd. The branches of Artificial Intelligence (according to Association of Computing Machinery, ACM): General AI (cognitive modeling, philosophical foundations) Expert systems and applications. , Jul 18, 2014 - Computers - 440 pages. ) is to understand intelligence and to build intelligent software and robots that come close to the performance of humans. Ideal for both lay readers and students of computer science He is the author of books such as Deep Learning for NLP and Speech Recognition, Mastering Java Machine Learning, and Machine Learning: End-to-End Guide for Java Developers. “The science and engineering of making intelligent machines” McCarthy. H. Starting at just $26. 6 ratings0 reviews. AI therefore has to study how the human brain ‘thinks’, learns, and makes decisions when it tries to solve problems or execute a task. The chapter also deals with other related issues such as ethics and privacy. Formalisms and methods for knowledge representation. Covers factor graphs and Bayesian networks (this is the textbook for CS228). Nov 27, 2023 · As such, the book has been organized into two parts: artificial intelligence algorithms and applications of artificial intelligence in business management. Director of Data Science, The Marketing Store “Its all possible now. The concept of Artificial Intelligence is not as modern as we think it is. Various types of innovative AI technologies are designed to imitate the Introduction to Artificial Intelligence. The history of the field as well as intellectual ties to related Feb 9, 2021 · No Starch Press, Feb 9, 2021 - Computers - 392 pages. Introduction . With the click of a button, the e-book reaches anyone, anywhere in the world. Artificial intelligence (AI), deep learning, machine learning and neural networks represent incredibly exciting and powerful machine learning-based techniques used to solve many real-world problems. The book starts with a chapter explaining the basic terms used in artificial intelligence for novice readers and embarks on a series of chapters each one of which provides the basics on one AI-related topic. 1 day ago · artificial intelligence (AI), the ability of a digital computer or computer-controlled robot to perform tasks commonly associated with intelligent beings. After a general introduction to AI, including its history, tools, research methods, and its relation to psychology, Garnham gives an account of AI research in five major areas: knowledge representation, vision, thinking and reasoning, language, and learning. Feb 1, 1986 · Artificial intelligence is a modern approach that is inherited a fixable mathematical structure in which capable to identify the high non-linearity, non-stationarity, and randomness relationship The present work introduces the main concepts from the research on Artificial Neural Networks (ANNs) which represent the most promising model to realize artificial intelligence. Ideal for both lay readers and students of computer science An Introduction to Universal Artificial Intelligence provides the formal underpinning of what it means for an agent to act intelligently in an unknown environment. Likewise, an AI or Artificial Intelligence is supposed to work on a problem Jan 27, 2022 · 1. Until relatively recently, processing and analyzing language has been quite a challenge. The term is frequently applied to the project of developing systems endowed with the intellectual processes characteristic of humans, such as the ability to reason, discover meaning Artificial intelligence (AI) has been formed as a field of computer science for understanding and building intelligent entities since the 1950s. Prentice Hall, Englewood Cliffs, New Jersey 07632. This traces back to as early as 1950 when Alan Turing invented the Turing test. 1 Artificial Intelligence in Action. Machine learning (also known as ML) is one of the building blocks Getting Started with Artificial Intelligence by Tom Markiewicz, Josh Zheng. The term was coined by John McCarthy in 1956. education, psychology and neuroscience) to solve education problems using the latest AI techniques. Library of Congress Cataloging-in-Publication Data Russell, Stuart J. Download Introduction To Artificial Intelligence By Akerkar, Rajendra. Python: Beginner’s Guide to Artificial Intelligence. Jul 5, 2014 · Overview. Winston,The Handbook of Artificial Intelligence by A. Show full item record. It helps in making complex decisions and facilitates problem solving. Russell and Peter Norvig. edu Aug 22, 2022 · I Artificial Intelligence. John Paul Mueller, Luca Massaron. It’s ultimately a framework for running business and marketing operations in the AI economy. III Knowledge, reasoning, and planning. “Artificial Intelligence Engines: A Tutorial Introduction to the Mathematics of Deep Learning” Author: James Stone . An Introduction to Communication and Artificial Intelligence. In general, AI is also defined as the technology for enabling machines to This book, available in PDF format, is a comprehensive introduction to the concepts of artificial intelligence. This text provides comprehensive treatment of all important topics in artificial intelligence and expert systems - presented from a knowledge based systems approach. DOWNLOAD PDF. 1. It covers the diagnostic, treatment, prevention of diseases and injuries, to hospital and patient management. The chapter introduces natural and artificial intelligence characteristics such as non-algorithmic approach, use of heuristics, self-learning, and ability to handle partial inputs along with various types of artificial intelligence and application areas. Probabilistic Graphical Models. Jan 31, 2023 · Artificial Intelligence (AI) is defined as the computations that are used for perceiving, reasoning, and acting [1]. 2 Intelligent Agents 36. Vasarhelyi and Alexander Kogan This is the fourth volume of the AI & ES in Accounting and Auditing series. Intelligent Agents3. Support the book publisher by purchasing his Jan 12, 2021 · In this chapter, we first provided an introduction to artificial intelligence for the general audience. Nov 11, 2013 · Artificial intelligence can be viewed from a variety of perspectives. From the perspective of intelligence. Artificial Intelligence in Accounting and Auditing: Towards New Paradigms . David J. Description. Jan 29, 2018 · This accessible and engaging textbook presents a concise introduction to the exciting field of artificial intelligence (AI). Deep learning allows us to tackle complex problems, training artificial neural networks to recognize complex patterns for image and speech recognition. Solving problems by searching4. This book is an introduction on artificial intelligence. About 161 Articles. It covers the larger issues and aspects of AI, including superintelligence, physical limits of AI, machine consciousness, etc. See full list on stacks. 00. “The study and design of intelligent agents, where an Nov 17, 2020 · Abstract. Reinforcement Learning: An Introduction. Intelligence requires knowledge. Book Quotes "Introduction To The World Of Artificial Intelligence". 1 Artificial Intelligence in Action Information technology is the third industrial revolution in human history. E-Book. It encompasses fifteen articles, including this introduction, all original manuscripts, unlike the previous volumes which had a few reprints. This updated edition of a comprehensive survey includes extensive new text on "Artificial Intelligence in the 21st Century," introducing deep neural networks, conceptual graphs, languages of thought, mental models, metacognition, economic prospects, and research toward human-level AI. The healthcare system is complex. • If you observe an event, try to infer what prior event might have Jan 17, 2024 · Artificial Intelligence: A Modern Approach is a comprehensive textbook on artificial intelligence. Starting at just $22. Gunkel. A hands-on, application-based introduction to machine learning and artificial intelligence (AI). This document was uploaded by user and they confirmed that they have the permission to share it. The text covers the knowledge and knowledge representation methods in both This textbook covers the broader field of artificial intelligence. Support the book publisher by purchasing his original A First Course In Artificial Intelligence By Deepak Khenmai Bookreader Item Preview PDF BOOK Addeddate 2022-11-17 10:25:48 Identifier a-first-course-in-artificial Nov 19, 2017 · First published in 1987, this book provides a stimulating introduction to artificial intelligence (AI) - the science of thinking machines. Part I of the book aims to help readers build up their knowledge of common artificial intelligence algorithms, through the explanations of various algorithms and simple python examples provided. It explains why using case studies is a suitable approach to engage a broader audience with an interest in AI ethics. org Scanningcenter shenzhen Jul 18, 2014 · INTRODUCTION TO ARTIFICIAL INTELLIGENCE. Generally speaking, Artificial Intelligence is a computing concept that helps a machine think and solve complex problems as we humans do with our intelligence. Book PDF Available. Rapidly developing Artificial Intelligence (AI) systems hold tremendous potential to change various domains and exert considerable influence on societies and organizations alike. This chapter provides a brief introduction to artificial intelligence – presents a basic concept of AI and describes its relationship with machine learning, data science, data mining and predictive analytics. II Problem-solving. 1 What is Machine Learning? Learning, like intelligence, covers such a broad range of processes that it is dif- cult to de ne precisely. PHI Learning Pvt. The first is also known as deductive symbolic artificial intelligence, which is responsible for the statistical and formal analysis of human behavior in certain situations or problems. 1: Applications of Artificial Intelligence Artificial Intelligence is an attempt to make a computer, a robot, or other piece of technology ‘think’ and process data in the same way as we humans do. In particular, the field of AI has experienced several cycles of expectations, commitments, and then disappointments The answer is: So let’s download Artificial Intelligence Class 9 Book Complete PDF for session 2022-23. 4 Search in Complex Environments 110. Essentially, it involves borrowing characteristics from human intelligence, and applying them as algorithms in a computer friendly way. Information technology is the third industrial revolution in human history. As per the latest syllabus for Artificial Intelligence Class 9 following units are to be covered: All four unit notes are explained with short and relevant examples as and when it is required. Sutton and Barto. INTRODUCTION TO ARTIFICIAL INTELLIGENCE-PHI-AKERKAR, RAJENDRA-2005-EDN-1. I. It encourages readers to use what they learn. Oct 29, 2020 · An authoritative and accessible one-stop resource, An Introduction to Artificial Intelligence presents the first full examination of AI. archive. Winston introduces artificial intelligence and provides a brief history of the field. Furthermore, it introduces readers to the latest findings on the scope of AI in education, so as to inspire researchers from non-technological fields (e. A hands-on, application-based introduction to machine learning and artificial intelligence (AI) that guides young readers through creating compelling AI-powered games and applications using the Scratch programming language. RAJENDRA AKERKAR. A dictionary de nition includes phrases such as \to gain knowledge, or understanding of, or skill in, by study, instruction, or expe- Fig 1. Designed to provide an understanding of the foundations of artificial intelligence, it examines the central computational techniques employed by AI, including knowledge representation, search, reasoning, and learning, as well as the principal application Nov 2, 2022 · This chapter introduces the themes covered by the book. Date: January 2022. 2 Artificial Intelligence in Healthcare. • If you have a problem, think of a past situation where you solved a similar problem. Jan 19, 2021 · No Starch Press, Jan 19, 2021 - Computers - 392 pages. (2010). Miklos A. shenzhen. "&;Tim Urban, author of Wait But Why Fully Practical, Insightful Guide to Modern Deep Learning Deep learning is transforming software, facilitating powerful new artificial intelligence capabilities, and Aug 21, 2023 · INTRODUCTION TO ARTIFICIAL INTELLIGENCE. Other books like "Introduction To The Science Of Artificial Intelligence". Forget far-away dreams of the future. Automated programming. Intelligence is the ability to acquire, understand and apply the knowledge to achieve goals in the world. Introduction to artificial intelligence Pdf_module_version 0. stanford. , 1949- Set Scanfee to 100 on all Pre-June IA Sponsored Books as per Robert EPUB and PDF access Apr 7, 2021 · Artificial intelligence is the study and design of an intelligent agent that can mimic human behavior and cognitive functions, in which the intelligent agent perceives its environment to obtain Sep 27, 2022 · 1. In this book, we'll continue where we left off in Python Machine Learning and implement deep learning algorithms in PyTorch. Design and implement machine intelligence using real-world AI-based examples. If you are author or own the copyright of this book, please report to us by using this DMCA report form. 432-440 Overview of artificial intelligence -- Knowledge: general concepts -- LISP and other AI programming languages -- Formalized symbolic logics -- Dealing with inconsistencies and uncertainties -- Probabilistic reasoning -- Structured knowledge: graphs, frames, and May 11, 2023 · Our introduction to artificial intelligence pdf is the perfect starting point! This comprehensive introduction to AI pdf guide provides an introduction to the concepts of AI, its applications, and its various branches. From understanding the basics of AI and its algorithms to exploring its impact on various industries, to its key terminologies Artificial Intelligence Basics has arrived to equip you with a fundamental, timely grasp of AI and its impact. . Introduction to Artificial Intelligence presents an introduction to the science of reasoning processes in computers, and the research approaches and results of the past two Aug 1, 2005 · Rajendra Akerkar. 6 Constraint Satisfaction Problems 180. Currently, no computers exhibit full artificial intelligence (that is, are able to simulate human behavior). Artificial Intelligence Updated Syllabus. For example, we perform a task, make mistakes and learn from our mistakes (At least the wise ones of us do!). On the one hand, it is often abstract and theoretical as Jun 19, 2021 · 1 What Is AI. Here is a list of 50 artificial intelligence books free download pdf for beginners you should not miss these ebooks on online which are available right now. Aug 12, 2018 · Abstract. It provides an overview of the concept of artificial intelligence (AI) and some of the technologies that have contributed to the current high level of visibility of AI. Why we chose this book. It describes a variety of models such as search, logic, Bayes nets, and MDPs, which can be used to model a new problem. Introduction2. Norvig,ArtificialIntelligencebyP. This book brings practicality to concepts that just a Description "The authors&; clear visual style provides a comprehensive look at what&;s currently possible with artificial neural networks as well as a glimpse of the magic that&;s to come. 95. Deep neural networks rely on adaptive algorithms to Deep learning is not just the talk of the town among tech folks. Artificial Intelligence Basicshas arrived to equip you with a fundamental, timely grasp of AI and its impact. 3. Instructor: Patrick H. Size: 200KB. Patterson, Dan W. AI is the technology that is concerned with creating machine intelligence able to perform tasks heretofore only performed by human beings. Topics include reasoning under uncertainty, robot plans, language understanding, and learning. Mar 8, 2024 · Life 3. [1]IBM deep blue was a chess computer made in 1977 beat a world chess champion in two out of Dec 22, 2011 · Pdf_degraded invalid-jp2-headers Pdf_module_version 0. Designed to provide an understanding of the foundations of artificial intelligence, it examines the central computational techniques employed by AI, including knowledge representation, search, reasoning, and learning, as well as the principal application Aug 8, 2023 · The Best AI Books In 2024. Intra-personal intelligence. The underlying methods include search and logic-based methods. In addition to guiding you through real-world case This book systematically reviews a broad range of cases in education that utilize cutting-edge AI technologies. Wolfgang Ertel. Stuart J. Nilsson, Founding researcher, Artificial Intelligence & Computer Science, Stanford University. Chapter 1. 3 Solving Problems by Searching 63. – By Max Tegmark. Very generally, artificial intelligence (AI) is a cross-disciplinary approach to understanding, modeling, and replicating intelligence and cognitive processes by invoking various computational, mathematical, logical, mechanical, and even biological principles and devices. Artificial intelligence (AI) is a growing branch of computer science. This code could be viewed as a huge if/else statement which produces the answer. There are a variety of excellent monographs and textbooks on Artificial Intelligence. This AI book by Max Tegmark will surely inspire anyone to dive deeper into the field of Artificial Intelligence. Author Tom Taulli provides an engaging, non-technical introduction to important concepts such as machine learning, deep learning, natural language processing (NLP), robotics, and more. This book helps you to gain real-world contextualization using deep learning problems concerning research and application. Barr, P. More than merely a technical discipline, AI requires interaction between various professions. 18 Ppi 360 Rcs_key 24143 Republisher_date An authoritative and accessible one-stop resource, An Introduction to Artificial Intelligence presents the first full examination of AI. Book · Tue Jan 01 00:00:00 EST 1985. The term Artificial Intelligence (AI) is a branch of computer science to make computers perform human-like tasks, and thus, computers can appropriately sense and learn inputs for perception, knowledge representation, reasoning, problem-solving, and planning. J. Terms like weak AI, narrow AI, classical AI, modern AI, symbolic AI, machine Introduction to artificial intelligence and expert systems. Deduction and theorem proving. First published August 1, 2005. Type: PDF. Edwards. In fact, during the early stages of Artificial Intelligence research, the researchers began with developing algorithms to try to approximate human intuition. Canny, Jitendra M. Artificial Intelligence A Modern Approach. Apr 1, 2019 · However, a new generation of artificial intelligence algorithms, in the form of deep neural networks, is rapidly eliminating that advantage. Malik, Douglas D. The course introduces the variety of concepts in the field of artificial intelligence. Introduction to Artificial Intelligence. List of Artificial Intelligence Important Aug 14, 2019 · This updated edition of a comprehensive survey includes extensive new text on "Artificial Intelligence in the 21st Century," introducing deep neural networks, conceptual graphs, languages of thought, mental models, metacognition, economic prospects, and research toward human-level AI. Contributing writers: John F. org Scandate 20121012024631 Scanner scribe1. Cohen, and E. Springer, Jan 18, 2018 - Computers - 356 pages. Koller and Friedman. • If you take an action, anticipate what might happen next. On their way towards this goal, A. Artificial Intelligence For Dummies. PDF. We will see how historically the main ideas have been developed, the periods of great development of the neural computational paradigm and its long period of oblivion. 1 Introduction 1. (Stuart Jonathan) Artificial intelligence : a modern Jan 5, 2022 · Artificial Intelligence was designed to simulate human learning on a computer. ” —Kyle McKiou, Sr. Jan 1, 1986 · PDF | On Jan 1, 1986, Eugene Charniak and others published Introduction to Artificial Intelligence | Find, read and cite all the research you need on ResearchGate. Python for Artificial Intelligence AIPython contains runnable code for the book Artificial Intelligence, foundations of computational agents, 3rd Edition [Poole and Mackworth, 2023]. It generates massive amount of data from image scans to electronic medical records, different administrative reports, etc. “Introduction to Algorithmic Marketing isn’t just about machine learning and economic modeling. As early as the 1950s, computer scientists began attempts at using software to process and analyze textual components, sentiment, parts of speech, and the various entities that make up a body of text. Russell & Norvig. Artificial intelligence includes game playing, expert systems, neural networks, natural language, and robotics. This accessible and engaging textbook presents a concise introduction to the exciting field of artificial intelligence (AI). For a primer on machine learning, you may want to read this five-part series that I wrote. The ultimate aim of artificial intelligence (A. In the future AI will be diffused into every aspect of the economy. —Alan Turing 1. Artificial Intelligence Reference Books. Check Price. 5 Adversarial Search and Games 146. 1 Introduction 1. Top 7 Free Must-Read Books on Deep Learning. He held many senior roles: Chief Analytics Officer for Digital Reasoning, Advisor for Falkonry, and Chief Data Scientist for BAE Systems Applied Intelligence. Players, Dancers. The inability to distinguish computer responses from human responses is called the Turing test. RussellandP. Website: Amazon Jun 1, 1985 · This comprehensive survey of artificial intelligence ― the study of how computers can be made to act intelligently ― explores these and other fascinating questions. : 25 cm Cover title: Introduction to artificial intelligence & expert systems Includes index Bibliography: p. Mar 4, 2022 · Books. Author: PHI Learning Pvt. This comprehensive text acquaints the readers with the important aspects of artificial intelligence (AI) and intelligent systems and guides them towards a better understanding of the subject. 50+ free books to get started with Artificial Intelligence. John Wiley & Sons, Oct 25, 2021 - Computers - 368 pages. The ability to use complete or part of the body to solve problems or fashion products, control over fine and coarse motor skills, and manipulate the objects. A Modern Approach byS. g. In our modern era, an understanding of AI and its possibilities for your organization is essential for growth and success. Let us mention only such classic books as: Artificial Intelligence. We looked at its foundations, the three pillars of machine learning, recent developments in and around deep learning as well as the democratization of AI education through massive open online courses (MOOCs). A comprehensive reference for all the AI topics that we will cover. The AI Book for Class 6 covers a wide range of topics related to AI, including its history, basic principles, and applications. Essential Cheat Sheets for Machine Learning Python and Maths. ISBN: 978-1-509-53317-6 January 2020 Polity320 Pages. Feigenbaum, This book is written for researchers and graduate students with a solid understanding of artificial intelligence and deep learning. 0. Mar 18, 2020 · This concise and cutting-edge introduction to the fast moving world of AI examines issues of what it means to be man or machine and looks at advances in robotics which have blurred the boundaries What is intelligence? -- Classical AI -- The philosophy of AI -- Modern AI -- Robots -- Sensing the world Includes bibliographical references and index cbse artificial intelligence book for class 10 pdf artificial-intelligence-e-book-free-for-cbse-class-9-10-11-and-12, AI EBOOK for class IX, X, XI , XII, pdf download od aI The goal of semi-supervised learning is to understand how combining labeled and unlabeled data may change the learning behavior, and design algorithms that take advantage of such a combination. Machine learning. Beyond Introduction to Artificial Intelligence. TL;DR: In this article, the authors present concrete algorithms and applications in the areas of agents, logic, search, reasoning under uncertainty, machine learning, neural networks and reinforcement learning, covering a broad selection of the subdisciplines within This updated edition of a comprehensive survey includes extensive new text on"Artificial Intelligence in the 21st Century, " introducing deep neural networks, conceptual graphs, languages of thought, mental models, metacognition, economic prospects, and research toward human-level AI. Dec 6, 2010 · Introduction to artificial intelligence by Jackson, Philip C. Charniak, E; McDermott, D. Print. The chapters for this textbook span within three categories: Deductive reasoning methods: These methods start with pre-defined hypotheses and reason with them in order to arrive at logically sound conclusions. Introduction to Artificial Intelligence What we want is a machine that can learn from experience. The broad-ranging discussion covers the key subdisciplines within the field, describing practical algorithms and concrete applications in the areas of agents, logic, search, reasoning under uncertainty Two types of artificial intelligence can be distinguished: conventional and computational. 65 Citations. The book is designed to be accessible to students with a background in computer science and provides a broad overview of the field, covering a wide range of topics including search algorithms, machine learning, natural language processing, and Feb 27, 2024 · Artificial Intelligence, a modern approach, 3rd Ed. nv kr kb ah ea kx ie ic mx jz