Download or read book Knowledge Discovery in Spatial Data written by Yee Leung and published by Springer Science & Business Media. This book was released on 2010-03-14 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: When I ?rst came across the term data mining and knowledge discovery in databases, I was excited and curious to ?nd out what it was all about. I was excited because the term tends to convey a new ?eld that is in the making. I was curious because I wondered what it was doing that the other ?elds of research, such as statistics and the broad ?eld of arti?cial intelligence, were not doing. After reading up on the literature, I have come to realize that it is not much different from conventional data analysis. The commonly used de?nition of knowledge discovery in databases: “the non-trivial process of identifying valid, novel, potentially useful, and ultimately understandable patterns in data” is actually in line with the core mission of conventional data analysis. The process employed by conventional data analysis is by no means trivial, and the patterns in data to be unraveled have, of course, to be valid, novel, useful and understandable. Therefore, what is the commotion all about? Careful scrutiny of the main lines of research in data mining and knowledge discovery again told me that they are not much different from that of conventional data analysis. Putting aside data warehousing and database m- agement aspects, again a main area of research in conventional database research, the rest of the tasks in data mining are largely the main concerns of conventional data analysis.

Download or read book Artificial Intelligence written by Lu Fang and published by Springer Nature. This book was released on 2022-01-01 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 13069-13070 constitutes selected papers presented at the First CAAI International Conference on Artificial Intelligence, held in Hangzhou, China, in June 2021. Due to the COVID-19 pandemic the conference was partially held online. The 105 papers were thoroughly reviewed and selected from 307 qualified submissions. The papers are organized in topical sections on applications of AI; computer vision; data mining; explainability, understandability, and verifiability of AI; machine learning; natural language processing; robotics; and other AI related topics.

Download or read book Proceedings of Third International Conference on Computing and Communication Networks written by Giancarlo Fortino and published by Springer Nature. This book was released on with total page 786 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Computer Vision ECCV 2024 written by Aleš Leonardis and published by Springer Nature. This book was released on with total page 549 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Knowledge Science Engineering and Management written by Han Qiu and published by Springer Nature. This book was released on 2021-08-07 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: This three-volume set constitutes the refereed proceedings of the 14th International Conference on Knowledge Science, Engineering and Management, KSEM 2021, held in Tokyo, Japan, in August 2021. The 164 revised full papers were carefully reviewed and selected from 492 submissions. The contributions are organized in the following topical sections: knowledge science with learning and AI; knowledge engineering research and applications; knowledge management with optimization and security.

Download or read book Generative Artificial Intelligence and Ethics Standards Guidelines and Best Practices written by Gaur, Loveleen and published by IGI Global. This book was released on 2024-10-10 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rapid advancement of generative artificial intelligence (AI) has brought about significant ethical challenges. As machines become more adept at creating human-like content, concerns about misuse, bias, privacy, and accountability have emerged. Without clear guidelines and regulations, there is a risk of unethical use, such as creating deepfake videos or disseminating misinformation, which could have severe societal consequences. Additionally, questions about intellectual property rights and the ownership of AI-generated creations still need to be solved, further complicating the ethical landscape. The book, Generative Artificial Intelligence and Ethics: Standards, Guidelines, and Best Practices, comprehensively solves these ethical challenges. By providing insights into the historical development and key milestones of Generative AI, the book lays a foundation for understanding its complex ethical implications. It examines existing ethical frameworks and proposes new ones tailored to AI's unique characteristics, helping readers apply traditional ethics to AI development and deployment.

Download or read book Machine Learning and Knowledge Discovery in Databases Applied Data Science Track written by Albert Bifet and published by Springer Nature. This book was released on with total page 517 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Processing Analyzing and Learning of Images Shapes and Forms Part 2 written by and published by North Holland. This book was released on 2019-10-15 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: Processing, Analyzing and Learning of Images, Shapes, and Forms: Part 2, Volume 20, surveys the contemporary developments relating to the analysis and learning of images, shapes and forms, covering mathematical models and quick computational techniques. Chapter cover Alternating Diffusion: A Geometric Approach for Sensor Fusion, Generating Structured TV-based Priors and Associated Primal-dual Methods, Graph-based Optimization Approaches for Machine Learning, Uncertainty Quantification and Networks, Extrinsic Shape Analysis from Boundary Representations, Efficient Numerical Methods for Gradient Flows and Phase-field Models, Recent Advances in Denoising of Manifold-Valued Images, Optimal Registration of Images, Surfaces and Shapes, and much more.

Download or read book Restoring Students Innate Power written by Louise El Yaafouri and published by ASCD. This book was released on 2022-03-31 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the effects of trauma on newcomer students and presents stress-mitigating strategies that empower these multilingual students as they transition to a new environment. Diverse insights and experiences bring high-powered learning spaces to life. However, the cultural backgrounds of newcomer students and their families can be very different from the dominant norms of the new community, resulting in misalignments that constitute a persistent challenge. In addition, the process of arriving can exacerbate stress. Entering a new school or classroom means situating oneself within a new context of language, culture, community, and shifting personal identities. This transition shock contributes to a sense of diminished power. In serving these students, we can't afford to leave transition shock out of our conversations about trauma. We must not only stitch together pieces of culturally responsive practice and trauma-informed care but also become practitioners of stress-mitigating strategies that empower newcomer students. We must focus instruction on our students' unique identities. We must restore their power. In Restoring Students' Innate Power, newcomer educator and cultural competency expert Louise El Yaafouri presents * An understanding of transition shock and how stress and trauma affect recent arrivers. * The four pillars of transition shock and how they affect learning. * How students see themselves and how the cultural aspects of their identities inform teachers' work in mitigating transition shock. * How social-emotional learning links to trauma-informed practice. This book isn't exclusively about trauma; it's about restoring power. The distinction is critical. Focusing on the trauma or traumatic event roots us in the past. Restoration of power moves us forward.

Download or read book Sparse and Redundant Representations written by Michael Elad and published by Springer Science & Business Media. This book was released on 2010-08-12 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: A long long time ago, echoing philosophical and aesthetic principles that existed since antiquity, William of Ockham enounced the principle of parsimony, better known today as Ockham’s razor: “Entities should not be multiplied without neces sity. ” This principle enabled scientists to select the ”best” physical laws and theories to explain the workings of the Universe and continued to guide scienti?c research, leadingtobeautifulresultsliketheminimaldescriptionlength approachtostatistical inference and the related Kolmogorov complexity approach to pattern recognition. However, notions of complexity and description length are subjective concepts anddependonthelanguage“spoken”whenpresentingideasandresults. The?eldof sparse representations, that recently underwent a Big Bang like expansion, explic itly deals with the Yin Yang interplay between the parsimony of descriptions and the “language” or “dictionary” used in them, and it became an extremely exciting area of investigation. It already yielded a rich crop of mathematically pleasing, deep and beautiful results that quickly translated into a wealth of practical engineering applications. You are holding in your hands the ?rst guide book to Sparseland, and I am sure you’ll ?nd in it both familiar and new landscapes to see and admire, as well as ex cellent pointers that will help you ?nd further valuable treasures. Enjoy the journey to Sparseland! Haifa, Israel, December 2009 Alfred M. Bruckstein vii Preface This book was originally written to serve as the material for an advanced one semester (fourteen 2 hour lectures) graduate course for engineering students at the Technion, Israel.

Download or read book Advances in Artificial Intelligence Big Data and Algorithms written by G. Grigoras and published by IOS Press. This book was released on 2023-12-19 with total page 1224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computers and automation have revolutionized the lives of most people in the last two decades, and terminology such as algorithms, big data and artificial intelligence have become part of our everyday discourse. This book presents the proceedings of CAIBDA 2023, the 3rd International Conference on Artificial Intelligence, Big Data and Algorithms, held from 16 - 18 June 2023 as a hybrid conference in Zhengzhou, China. The conference provided a platform for some 200 participants to discuss the theoretical and computational aspects of research in artificial intelligence, big data and algorithms, reviewing the present status and future perspectives of the field. A total of 362 submissions were received for the conference, of which 148 were accepted following a thorough double-blind peer review. Topics covered at the conference included artificial intelligence tools and applications; intelligent estimation and classification; representation formats for multimedia big data; high-performance computing; and mathematical and computer modeling, among others. The book provides a comprehensive overview of this fascinating field, exploring future scenarios and highlighting areas where new ideas have emerged over recent years. It will be of interest to all those whose work involves artificial intelligence, big data and algorithms.

Download or read book Optics and Machine Vision for Marine Observation written by Hong Song and published by Frontiers Media SA. This book was released on 2023-10-13 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Fundamentals of Digital Image Processing written by ANNADURAI and published by Pearson Education India. This book was released on 2006 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fundamentals of Digital Image Processing clearly discusses the five fundamental aspects of digital image processing namely, image enhancement, transformation, segmentation, compression and restoration. Presented in a simple and lucid manner, the book aims to provide the reader a sound and firm theoretical knowledge on digital image processing. It is supported by large number of colored illustrations.

Download or read book Machine Learning in Medical Imaging written by Xuanang Xu and published by Springer Nature. This book was released on with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Index to IEEE Publications written by Institute of Electrical and Electronics Engineers and published by . This book was released on 1997 with total page 1462 pages. Available in PDF, EPUB and Kindle. Book excerpt: Issues for 1973- cover the entire IEEE technical literature.

Download or read book Machine Learning Theory and Applications written by and published by Newnes. This book was released on 2013-05-16 with total page 551 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical learning and analysis techniques have become extremely important today, given the tremendous growth in the size of heterogeneous data collections and the ability to process it even from physically distant locations. Recent advances made in the field of machine learning provide a strong framework for robust learning from the diverse corpora and continue to impact a variety of research problems across multiple scientific disciplines. The aim of this handbook is to familiarize beginners as well as experts with some of the recent techniques in this field.The Handbook is divided in two sections: Theory and Applications, covering machine learning, data analytics, biometrics, document recognition and security. - Very relevant to current research challenges faced in various fields - Self-contained reference to machine learning - Emphasis on applications-oriented techniques

Download or read book The Thirteenth Apostle written by J. A. Bouma and published by EmmausWay Press. This book was released on 2018-06-17 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: What if the story of Jesus isn’t the one that happened? After terrorists attack a cathedral in Chicago and steal an ancient relic belonging to one of Jesus’ apostles, ex-Army Ranger and professor of religious studies Silas Grey chances upon someone from his past who appears with a remarkable offer. Eli Denton invites Silas to help him verify one of early Christianity’s most recent—and most controversial—archaeological finds: The Gospel of Judas. Containing “the secret account of the revelation that Jesus spoke with Judas Iscariot,” it tells a remarkably different story than the one contained in the Church’s recognized Gospels. But the motives of this long-lost friend are mysterious, and the consequences for Silas’s faith are ominous. Meanwhile, the Order of Thaddeus, ancient defender of the Christian faith, discovers the stolen apostle relic is part of a larger conspiracy that grows in significance and severity with each passing day. With this grave threat against the apostolic memory deepening, Silas’s mission to uncover the mysteries of the Gospel of Judas and motives of his friend is made more urgent—but there are doubts, and his efforts are thwarted at every turn. Can he preserve the eyewitness memory of Jesus’ earliest apostles before Jesus’ story is altered forever? The Thirteenth Apostle is the second book in the bestselling Order of Thaddeus action-adventure thriller series that leverages the familiar conspiracy suspense of Dan Brown and special-ops thrill of James Rollins, wrapped in the historical insight of Steve Berry and inspiration of Ted Dekker. Join this explosively inventive, action-packed adventure by emerging author J. A. Bouma, straddling thrill and thought, faith and doubt—a ride people are saying “will not only excite and thrill you but give you something to think about and inspire you.”