Download or read book Learning Complex Real world Concepts Through Feature Construction written by Harish Ragavan and published by . This book was released on 1993 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Machine Learning Proceedings 1993 written by Lawrence A. Birnbaum and published by Morgan Kaufmann. This book was released on 2014-05-23 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine Learning Proceedings 1993
Download or read book Learning Despite Complex Attribute Interaction written by Eduardo Perez and published by . This book was released on 1997 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Feature Extraction Construction and Selection written by Huan Liu and published by Springer Science & Business Media. This book was released on 1998-08-31 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is broad interest in feature extraction, construction, and selection among practitioners from statistics, pattern recognition, and data mining to machine learning. Data preprocessing is an essential step in the knowledge discovery process for real-world applications. This book compiles contributions from many leading and active researchers in this growing field and paints a picture of the state-of-art techniques that can boost the capabilities of many existing data mining tools. The objective of this collection is to increase the awareness of the data mining community about the research of feature extraction, construction and selection, which are currently conducted mainly in isolation. This book is part of our endeavor to produce a contemporary overview of modern solutions, to create synergy among these seemingly different branches, and to pave the way for developing meta-systems and novel approaches. Even with today's advanced computer technologies, discovering knowledge from data can still be fiendishly hard due to the characteristics of the computer generated data. Feature extraction, construction and selection are a set of techniques that transform and simplify data so as to make data mining tasks easier. Feature construction and selection can be viewed as two sides of the representation problem.
Download or read book Beckman Institute Technical Reports written by Beckman Institute for Advanced Science and Technology and published by . This book was released on 1993 with total page 42 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Current Topics in Artificial Intelligence written by Asociación Española de Inteligencia Artificial. Conferencia and published by Springer Science & Business Media. This book was released on 2007-11-07 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 12th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2007, held in Salamanca, Spain, in November 2007, in conjunction with the 7th Workshop on Artificial Intelligence Technology Transfer, TTIA 2007. The 28 revised full papers presented were carefully selected during two rounds of reviewing and improvement from 134 submissions. The papers address all current issues of artificial intelligence ranging from methodological and foundational aspects to advanced applications in various fields.
Download or read book Artificial Intelligence Technical Report UIUC BI AI DSS written by and published by . This book was released on 1992 with total page 44 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Making a Difference Volume I and II written by Sasha A. Barab and published by Routledge. This book was released on 2017-09-05 with total page 588 pages. Available in PDF, EPUB and Kindle. Book excerpt: William Wordsworth (1770-1850) needs little introduction as the central figure in Romantic poetry and a crucial influence in the development of poetry generally. This broad-ranging survey redefines the variety of his writing by showing how it incorporates contemporary concepts of language difference and the ways in which popular and serious literature were compared and distinguished during this period. It discusses many of Wordsworth's later poems, comparing his work with that of his regional contemporaries as well as major writers such as Scott. The key theme of relationship, both between characters within poems and between poet and reader, is explored through Wordsworth's construction of community and his use of power relationships. A serious discussion of the place of sexual feeling in his writing is also included.
Download or read book The Power of Problem based Learning written by Barbara J. Duch and published by Stylus Pub Llc. This book was released on 2001-01-01 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: Problem-based learning is a powerful classroom process, which uses real world problems to motivate students to identify and apply research concepts and information, work collaboratively and communicate effectively. It is a strategy that promotes life-long habits of learning.The University of Delaware is recognized internationally as a center of excellence in the use and development of PBL. This book presents the cumulative knowledge and practical experience acquired over nearly a decade of integrating PBL in courses in a wide range of disciplines.This "how to" book for college and university faculty. It focuses on the practical questions which anyone wishing to embark on PBL will want to know: "Where do I start?"???"How do you find problems?"???"What do I need to know about managing groups?"???"How do you grade in a PBL course?"The book opens by outlining how the PBL program was developed at the University of Delaware--covering such issues as faculty mentoring and institutional support--to offer a model for implementation for other institutions.The authors then address the practical questions involved in course transformation and planning for effective problem-based instruction, including writing problems, using the Internet, strategies for using groups, the use of peer tutors and assessment. They conclude with case studies from a variety of disciplines, including biochemistry, pre-law, physics, nursing, chemistry, political science and teacher educationThis introduction for faculty, department chairs and faculty developers will assist them to successfully harness this powerful process to improve learning outcomes.
Download or read book Association Analysis Techniques and Applications in Bioinformatics written by Qingfeng Chen and published by Springer Nature. This book was released on with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book National Educational Technology Standards for Students written by International Society for Technology in Education and published by ISTE (Interntl Soc Tech Educ. This book was released on 2007 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt: This booklet includes the full text of the ISTE Standards for Students, along with the Essential Conditions, profiles and scenarios.
Download or read book ICTs for Modern Educational and Instructional Advancement New Approaches to Teaching written by Tomei, Lawrence A. and published by IGI Global. This book was released on 2009-10-31 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explores current models and issues involved with online course development, assessment, and blended learning.
Download or read book Algorithmic Learning written by Alan Hutchinson and published by Oxford University Press, USA. This book was released on 1994 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine learning is a rapidly changing field within artificial intelligence, as more algorithms are identified and a theory of which algorithm will suit which purpose emerges. Artificial Learning provides a comprehensive introduction to all aspects of the subject and will be both aninvaluable text for students and a reference for practitioners seeking an up-to-date review.
Download or read book Advances in Multimodal Learning Pedagogies Technologies and Analytics written by Heng Luo and published by Frontiers Media SA. This book was released on 2023-11-15 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Optimizing Hyperparameters for Machine Learning Algorithms in Production written by Jonathan Krauß and published by Apprimus Wissenschaftsverlag. This book was released on 2022-04-13 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine learning (ML) offers the potential to train data-based models and therefore to extract knowledge from data. Due to an increase in networking and digitalization, data and consequently the application of ML are growing in production. The creation of ML models includes several tasks that need to be conducted within data integration, data preparation, modeling, and deployment. One key design decision in this context is the selection of the hyperparameters of an ML algorithm – regardless of whether this task is conducted manually by a data scientist or automatically by an AutoML system. Therefore, data scientists and AutoML systems rely on hyperparameter optimization (HPO) techniques: algorithms that automatically identify good hyperparameters for ML algorithms. The selection of the HPO technique is of great relevance, since it can improve the final performance of an ML model by up to 62 % and reduce its errors by up to 95 %, compared to computing with default values. As the selection of the HPO technique depends on different domain-specific influences, it becomes more and more popular to use decision support systems to facilitate this selection. Since no approach exists, which covers the requirements from the production domain, the main research question of this thesis was: Can a decision support system be developed that supports in the selecting of HPO techniques in the production domain?
Download or read book International Conference of the Learning Sciences written by Barry J. Fishman and published by Psychology Press. This book was released on 2013-04-15 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of the learning sciences is concerned with educational research from the dual perspectives of human cognition and computing technologies, and the application of this research in three integrated areas: *Design: Design of learning and teaching environments, tools, or media, including innovative curricula, multimedia, artificial intelligence, telecommunications technologies, visualization, modeling, and design theories and activity structures for supporting learning and teaching. *Cognition: Models of the structures and processes of learning and teaching by which knowledge, skills, and understanding are developed, including the psychological foundations of the field, learning in content areas, professional learning, and the study of learning enabled by tools or social structures. *Social Context: The social, organizational, and cultural dynamics of learning and teaching across the range of formal and informal settings, including schools, museums, homes, families, and professional settings. Investigations in the learning sciences approach these issues from an interdisciplinary stance combining the traditional disciplines of computer science, cognitive science, and education. This book documents the proceedings of the Fourth International Conference on the Learning Sciences (ICLS 2000), which brought together experts from academia, industry, and education to discuss the application of theoretical and empirical knowledge from learning sciences research to practice in K-12 or higher education, corporate training, and learning in the home or other informal settings.
Download or read book The Go Workshop written by Delio D'Anna and published by Packt Publishing Ltd. This book was released on 2019-12-30 with total page 823 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Go Workshop will take the pain out of learning the Go programming language (also known as Golang). It is designed to teach you to be productive in building real-world software. Presented in an engaging, hands-on way, this book focuses on the features of Go that are used by professionals in their everyday work. Each concept is broken down, clearly explained, and followed up with activities to test your knowledge and build your practical skills. Your first steps will involve mastering Go syntax, working with variables and operators, and using core and complex types to hold data. Moving ahead, you will build your understanding of programming logic and implement Go algorithms to construct useful functions. As you progress, you'll discover how to handle errors, debug code to troubleshoot your applications, and implement polymorphism using interfaces. The later chapters will then teach you how to manage files, connect to a database, work with HTTP servers and REST APIs, and make use of concurrent programming. Throughout this Workshop, you'll work on a series of mini projects, including a shopping cart, a loan calculator, a working hours tracker, a web page counter, a code checker, and a user authentication system. By the end of this book, you'll have the knowledge and confidence to tackle your own ambitious projects with Go.Key Features Build a comprehensive foundation in Go and focus on developing real-world applications Explore the Go Standard Library and learn how to structure your code Learn how to efficiently interact with files, databases and REST APIs What you will learn Understand Go syntax and use it to handle data and write functions Debug your Go code to troubleshoot development problems Safely handle errors and recover from panics Implement polymorphism by using interfaces Work with files and connect to external databases Create a HTTP client and server and work with a RESTful web API Use concurrency to design software that can multitask Use Go Tools to simplify development and improve your code Who this book is forThe Go Workshop is designed for anyone who is new to Go. Whether you're beginning your journey as an aspiring developer, or are experienced with another programming language and want to branch out to something new, this book will get you on the right track. No prior programming experience is necessary.
