Identification, Adaptation, Learning

Download Identification, Adaptation, Learning PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 9783540610809
Total Pages : 592 pages
Book Rating : 4.6/5 (18 download)

DOWNLOAD NOW!


Book Synopsis Identification, Adaptation, Learning by : Sergio Bittanti

Download or read book Identification, Adaptation, Learning written by Sergio Bittanti and published by Springer Science & Business Media. This book was released on 1996-07-01 with total page 592 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book collects the lectures given at the NATO Advanced Study Institute From Identijication to Learning held in Villa Olmo, Como, Italy, from August 22 to September 2, 1994. The school was devoted to the themes of Identijication, Adaptation and Learning, as they are currently understood in the Information and Contral engineering community, their development in the last few decades, their inter connections and their applications. These titles describe challenging, exciting and rapidly growing research areas which are of interest both to contral and communication engineers and to statisticians and computer scientists. In accordance with the general goals of the Institute, and notwithstanding the rat her advanced level of the topics discussed, the presentations have been generally kept at a fairly tutorial level. For this reason this book should be valuable to a variety of rearchers and to graduate students interested in the general area of Control, Signals and Information Pracessing. As the goal of the school was to explore a common methodologicalline of reading the issues, the flavor is quite interdisciplinary. We regard this as an original and valuable feature of this book.

Deterministic Learning Theory for Identification, Recognition, and Control

Download Deterministic Learning Theory for Identification, Recognition, and Control PDF Online Free

Author :
Publisher : CRC Press
ISBN 13 : 1420007769
Total Pages : 207 pages
Book Rating : 4.4/5 (2 download)

DOWNLOAD NOW!


Book Synopsis Deterministic Learning Theory for Identification, Recognition, and Control by : Cong Wang

Download or read book Deterministic Learning Theory for Identification, Recognition, and Control written by Cong Wang and published by CRC Press. This book was released on 2018-10-03 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deterministic Learning Theory for Identification, Recognition, and Control presents a unified conceptual framework for knowledge acquisition, representation, and knowledge utilization in uncertain dynamic environments. It provides systematic design approaches for identification, recognition, and control of linear uncertain systems. Unlike many books currently available that focus on statistical principles, this book stresses learning through closed-loop neural control, effective representation and recognition of temporal patterns in a deterministic way. A Deterministic View of Learning in Dynamic Environments The authors begin with an introduction to the concepts of deterministic learning theory, followed by a discussion of the persistent excitation property of RBF networks. They describe the elements of deterministic learning, and address dynamical pattern recognition and pattern-based control processes. The results are applicable to areas such as detection and isolation of oscillation faults, ECG/EEG pattern recognition, robot learning and control, and security analysis and control of power systems. A New Model of Information Processing This book elucidates a learning theory which is developed using concepts and tools from the discipline of systems and control. Fundamental knowledge about system dynamics is obtained from dynamical processes, and is then utilized to achieve rapid recognition of dynamical patterns and pattern-based closed-loop control via the so-called internal and dynamical matching of system dynamics. This actually represents a new model of information processing, i.e. a model of dynamical parallel distributed processing (DPDP).

Learning to Improve

Download Learning to Improve PDF Online Free

Author :
Publisher : Harvard Education Press
ISBN 13 : 161250793X
Total Pages : 309 pages
Book Rating : 4.6/5 (125 download)

DOWNLOAD NOW!


Book Synopsis Learning to Improve by : Anthony S. Bryk

Download or read book Learning to Improve written by Anthony S. Bryk and published by Harvard Education Press. This book was released on 2015-03-01 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: As a field, education has largely failed to learn from experience. Time after time, promising education reforms fall short of their goals and are abandoned as other promising ideas take their place. In Learning to Improve, the authors argue for a new approach. Rather than “implementing fast and learning slow,” they believe educators should adopt a more rigorous approach to improvement that allows the field to “learn fast to implement well.” Using ideas borrowed from improvement science, the authors show how a process of disciplined inquiry can be combined with the use of networks to identify, adapt, and successfully scale up promising interventions in education. Organized around six core principles, the book shows how “networked improvement communities” can bring together researchers and practitioners to accelerate learning in key areas of education. Examples include efforts to address the high rates of failure among students in community college remedial math courses and strategies for improving feedback to novice teachers. Learning to Improve offers a new paradigm for research and development in education that promises to be a powerful driver of improvement for the nation’s schools and colleges.

Subspace Methods for System Identification

Download Subspace Methods for System Identification PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 184628158X
Total Pages : 400 pages
Book Rating : 4.8/5 (462 download)

DOWNLOAD NOW!


Book Synopsis Subspace Methods for System Identification by : Tohru Katayama

Download or read book Subspace Methods for System Identification written by Tohru Katayama and published by Springer Science & Business Media. This book was released on 2005-10-11 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: An in-depth introduction to subspace methods for system identification in discrete-time linear systems thoroughly augmented with advanced and novel results, this text is structured into three parts. Part I deals with the mathematical preliminaries: numerical linear algebra; system theory; stochastic processes; and Kalman filtering. Part II explains realization theory as applied to subspace identification. Stochastic realization results based on spectral factorization and Riccati equations, and on canonical correlation analysis for stationary processes are included. Part III demonstrates the closed-loop application of subspace identification methods. Subspace Methods for System Identification is an excellent reference for researchers and a useful text for tutors and graduate students involved in control and signal processing courses. It can be used for self-study and will be of interest to applied scientists or engineers wishing to use advanced methods in modeling and identification of complex systems.

Machine Learning in Non-Stationary Environments

Download Machine Learning in Non-Stationary Environments PDF Online Free

Author :
Publisher : MIT Press
ISBN 13 : 0262300435
Total Pages : 279 pages
Book Rating : 4.2/5 (623 download)

DOWNLOAD NOW!


Book Synopsis Machine Learning in Non-Stationary Environments by : Masashi Sugiyama

Download or read book Machine Learning in Non-Stationary Environments written by Masashi Sugiyama and published by MIT Press. This book was released on 2012-03-30 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: Theory, algorithms, and applications of machine learning techniques to overcome “covariate shift” non-stationarity. As the power of computing has grown over the past few decades, the field of machine learning has advanced rapidly in both theory and practice. Machine learning methods are usually based on the assumption that the data generation mechanism does not change over time. Yet real-world applications of machine learning, including image recognition, natural language processing, speech recognition, robot control, and bioinformatics, often violate this common assumption. Dealing with non-stationarity is one of modern machine learning's greatest challenges. This book focuses on a specific non-stationary environment known as covariate shift, in which the distributions of inputs (queries) change but the conditional distribution of outputs (answers) is unchanged, and presents machine learning theory, algorithms, and applications to overcome this variety of non-stationarity. After reviewing the state-of-the-art research in the field, the authors discuss topics that include learning under covariate shift, model selection, importance estimation, and active learning. They describe such real world applications of covariate shift adaption as brain-computer interface, speaker identification, and age prediction from facial images. With this book, they aim to encourage future research in machine learning, statistics, and engineering that strives to create truly autonomous learning machines able to learn under non-stationarity.

Modeling, Estimation and Control

Download Modeling, Estimation and Control PDF Online Free

Author :
Publisher : Springer
ISBN 13 : 3540735704
Total Pages : 370 pages
Book Rating : 4.5/5 (47 download)

DOWNLOAD NOW!


Book Synopsis Modeling, Estimation and Control by : Alessandro Chiuso

Download or read book Modeling, Estimation and Control written by Alessandro Chiuso and published by Springer. This book was released on 2007-10-24 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Festschrift is intended as a homage to our esteemed colleague, friend and maestro Giorgio Picci on the occasion of his sixty-?fth birthday. We have knownGiorgiosince our undergraduatestudies at the University of Padova, wherewe?rst experiencedhisfascinatingteachingin theclass ofSystem Identi?cation. While progressing through the PhD program, then continuing to collaborate with him and eventually becoming colleagues, we have had many opportunitiesto appreciate the value of Giorgio as a professor and a scientist, and chie?y as a person. We learned a lot from him and we feel indebted for his scienti?c guidance, his constant support, encouragement and enthusiasm. For these reasons we are proud to dedicate this book to Giorgio. The articles in the volume will be presented by prominent researchers at the "--Ternational Conference on Modeling, Estimation and Control: A Symposium in Honor of Giorgio Picci on the Occasion of his Sixty-Fifth Birthday", to be held in Venice on October 4-5, 2007. The material covers a broad range of topics in mathematical systems theory, esti- tion, identi?cation and control, re?ecting the wide network of scienti?c relationships established during the last thirty years between the authors and Giorgio. Critical d- cussion of fundamental concepts, close collaboration on speci?c topics, joint research programs in this group of talented people have nourished the development of the?eld, where Giorgio has contributed to establishing several cornerstones.

Scientific and Technical Aerospace Reports

Download Scientific and Technical Aerospace Reports PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 344 pages
Book Rating : 4.:/5 (31 download)

DOWNLOAD NOW!


Book Synopsis Scientific and Technical Aerospace Reports by :

Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1968 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Directions in Mathematical Systems Theory and Optimization

Download Directions in Mathematical Systems Theory and Optimization PDF Online Free

Author :
Publisher : Springer
ISBN 13 : 3540361065
Total Pages : 392 pages
Book Rating : 4.5/5 (43 download)

DOWNLOAD NOW!


Book Synopsis Directions in Mathematical Systems Theory and Optimization by : Anders Rantzer

Download or read book Directions in Mathematical Systems Theory and Optimization written by Anders Rantzer and published by Springer. This book was released on 2003-07-01 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: For more than three decades, Anders Lindquist has delivered fundamental cont- butions to the ?elds of systems, signals and control. Throughout this period, four themes can perhaps characterize his interests: Modeling, estimation and ?ltering, feedback and robust control. His contributions to modeling include seminal work on the role of splitting subspaces in stochastic realization theory, on the partial realization problem for both deterministic and stochastic systems, on the solution of the rational covariance extension problem and on system identi?cation. His contributions to ?ltering and estimation include the development of fast ?ltering algorithms, leading to a nonlinear dynamical system which computes spectral factors in its steady state, and which provide an alternate, linear in the dimension of the state space, to computing the Kalman gain from a matrix Riccati equation. His further research on the phase portrait of this dynamical system gave a better understanding of when the Kalman ?lter will converge, answering an open question raised by Kalman. While still a student he established the separation principle for stochastic function differential equations, including some fundamental work on optimal control for stochastic systems with time lags. He continued his interest in feedback control by deriving optimal and robust control feedback laws for suppressing the effects of harmonic disturbances. Moreover, his recent work on a complete parameterization of all rational solutions to the Nevanlinna-Pick problem is providing a new approach to robust control design.

Encyclopedia of Information Science and Technology, First Edition

Download Encyclopedia of Information Science and Technology, First Edition PDF Online Free

Author :
Publisher : IGI Global
ISBN 13 : 159140794X
Total Pages : 3807 pages
Book Rating : 4.5/5 (914 download)

DOWNLOAD NOW!


Book Synopsis Encyclopedia of Information Science and Technology, First Edition by : Khosrow-Pour, D.B.A., Mehdi

Download or read book Encyclopedia of Information Science and Technology, First Edition written by Khosrow-Pour, D.B.A., Mehdi and published by IGI Global. This book was released on 2005-01-31 with total page 3807 pages. Available in PDF, EPUB and Kindle. Book excerpt: Comprehensive coverage of critical issues related to information science and technology.

Advanced Intelligent Systems for Sustainable Development (AI2SD’2019)

Download Advanced Intelligent Systems for Sustainable Development (AI2SD’2019) PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 3030366537
Total Pages : 256 pages
Book Rating : 4.0/5 (33 download)

DOWNLOAD NOW!


Book Synopsis Advanced Intelligent Systems for Sustainable Development (AI2SD’2019) by : Mostafa Ezziyyani

Download or read book Advanced Intelligent Systems for Sustainable Development (AI2SD’2019) written by Mostafa Ezziyyani and published by Springer Nature. This book was released on 2020-01-03 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains the latest researches on advanced intelligent systems applied in the field of education presented during the second edition of the International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD’2019) held on July 08–11, 2019, in Marrakech, Morocco. The book proposes new approaches and innovative strategies for the manipulation of data and big data collected from the educational environment, exploiting the analysis tools, algorithms of artificial intelligence, and machine learning techniques, in order to extract results, which allow improving the performance and effectiveness of the education field, which is a strategic lever for sustainable development. The book deals with concepts, strategies, and approaches developed on various current axes of scientific research in the field of education, such as smart e-learning, smart education (smart classroom, smart assessment and smart teaching and learning technologies), massive open online courses (MOOC), courseware design, and development for smart learning, cloud learning, and mobile learning. The book is intended for all actors in the educational sector, namely students, professors, academic researchers, and stakeholders. It constitutes a large-scale forum for the exchange of ideas, approaches, and innovative techniques between these actors on the development and innovation of the field of education with the revolution 4.0. The authors of each chapter report the state of the art of the various topics addressed and present results of their own research, laboratory experiments, and successful applications. The purpose of this session is to share the idea of advanced intelligent systems with appropriate tools and techniques for modeling, management, and decision support in the field of education.

Software Engineering Perspectives in Intelligent Systems

Download Software Engineering Perspectives in Intelligent Systems PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 3030633195
Total Pages : 954 pages
Book Rating : 4.0/5 (36 download)

DOWNLOAD NOW!


Book Synopsis Software Engineering Perspectives in Intelligent Systems by : Radek Silhavy

Download or read book Software Engineering Perspectives in Intelligent Systems written by Radek Silhavy and published by Springer Nature. This book was released on 2020-12-14 with total page 954 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th Computational Methods in Systems and Software 2020 (CoMeSySo 2020) proceedings. Software engineering, computer science and artificial intelligence are crucial topics for the research within an intelligent systems problem domain. The CoMeSySo 2020 conference is breaking the barriers, being held online. CoMeSySo 2020 intends to provide an international forum for the discussion of the latest high-quality research results.

Neural Circuits and Networks

Download Neural Circuits and Networks PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3642589553
Total Pages : 245 pages
Book Rating : 4.6/5 (425 download)

DOWNLOAD NOW!


Book Synopsis Neural Circuits and Networks by : Vincent Torre

Download or read book Neural Circuits and Networks written by Vincent Torre and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: The understanding of parallel processing and of the mechanisms underlying neural networks in the brain is certainly one of the most challenging problems of contemporary science. During the last decades significant progress has been made by the combination of different techniques, which have elucidated properties at a cellular and molecular level. However, in order to make significant progress in this field, it is necessary to gather more direct experimental data on the parallel processing occurring in the nervous system. Indeed the nervous system overcomes the limitations of its elementary components by employing a massive degree of parallelism, through the extremely rich set of synaptic interconnections between neurons. This book gathers a selection of the contributions presented during the NATO ASI School "Neuronal Circuits and Networks" held at the Ettore Majorana Center in Erice, Sicily, from June 15 to 27, 1997. The purpose of the School was to present an overview of recent results on single cell properties, the dynamics of neuronal networks and modelling of the nervous system. The School and the present book propose an interdisciplinary approach of experimental and theoretical aspects of brain functions combining different techniques and methodologies.

Operations Research and Decision Aid Methodologies in Traffic and Transportation Management

Download Operations Research and Decision Aid Methodologies in Traffic and Transportation Management PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3662035146
Total Pages : 356 pages
Book Rating : 4.6/5 (62 download)

DOWNLOAD NOW!


Book Synopsis Operations Research and Decision Aid Methodologies in Traffic and Transportation Management by : Martine Labbe

Download or read book Operations Research and Decision Aid Methodologies in Traffic and Transportation Management written by Martine Labbe and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Every one relies on some kind of transportation system nearly every day. Go ing to work, shopping, dropping children at school and many other cultural or social activities imply leaving home, and using some form of transportation, which we expect tobe eflicient and reliable. Of course, efliciency and reliabil ity do not occur by chance, but require careful and often relatively complex planning by transportation system managers, both in the public and private sectors. It has long been recognized that mathematics, and, more specifically, op erations research is an important tool of this planning process. However, the range of skills required to cover both fields, even partially, is very large, and the opportunities to gather people with this very diverse expertise are too few. The organization of the NATO Advanced Studies Institute on "Opera tions Research and Decision Aid Methodologies in Traflic and Transportation Management" in March 1997 in Balatonfüred, Hungary, was therefore more than welcome and the group of people that gathered for a very studious two weeks on the shores of the beautiful lake Balaton did really enjoy the truly multidisciplinary and high scientific level of the meeting. The purpose of the present volume is to report, in a chronological order, the various questions that were considered by the lecturers and the' students at the institute. After a general introduction to the topic, the first week focused on issues related to traflic modeling, mostly in an urban context.

Dynamic Vision: From Images To Face Recognition

Download Dynamic Vision: From Images To Face Recognition PDF Online Free

Author :
Publisher : World Scientific
ISBN 13 : 1911298917
Total Pages : 366 pages
Book Rating : 4.9/5 (112 download)

DOWNLOAD NOW!


Book Synopsis Dynamic Vision: From Images To Face Recognition by : Shaogang Gong

Download or read book Dynamic Vision: From Images To Face Recognition written by Shaogang Gong and published by World Scientific. This book was released on 2000-05-11 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: Face recognition is a task that the human vision system seems to perform almost effortlessly, yet the goal of building computer-based systems with comparable capabilities has proven to be difficult. The task implicitly requires the ability to locate and track faces through often complex and dynamic scenes. Recognition is difficult because of variations in factors such as lighting conditions, viewpoint, body movement and facial expression. Although evidence from psychophysical and neurobiological experiments provides intriguing insights into how we might code and recognise faces, its bearings on computational and engineering solutions are far from clear. The study of face recognition has had an almost unique impact on computer vision and machine learning research at large. It raises many challenging issues and provides a good vehicle for examining some difficult problems in vision and learning. Many of the issues raised are relevant to object recognition in general.This book describes the latest models and algorithms that are capable of performing face recognition in a dynamic setting. The key question is how to design computer vision and machine learning algorithms that can operate robustly and quickly under poorly controlled and changing conditions. Consideration of face recognition as a problem in dynamic vision is perhaps both novel and important. The algorithms described have numerous potential applications in areas such as visual surveillance, verification, access control, video-conferencing, multimedia and visually mediated interaction.The book will be of special interest to researchers and academics involved in machine vision, visual recognition and machine learning. It should also be of interest to industrial research scientists and managers keen to exploit this emerging technology and develop automated face and human recognition systems. It is also useful to postgraduate students studying computer science, electronic engineering, information or systems engineering, and cognitive psychology.

Computational Models of Speech Pattern Processing

Download Computational Models of Speech Pattern Processing PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3642600875
Total Pages : 478 pages
Book Rating : 4.6/5 (426 download)

DOWNLOAD NOW!


Book Synopsis Computational Models of Speech Pattern Processing by : Keith Ponting

Download or read book Computational Models of Speech Pattern Processing written by Keith Ponting and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings of the NATO Advanced Study Institute on Computational Models of Speech Pattern Processing, held in St. Helier, Jersey, UK, July 7-18, 1997

Computer Aided Design in Control Systems 1988

Download Computer Aided Design in Control Systems 1988 PDF Online Free

Author :
Publisher : Elsevier
ISBN 13 : 1483298795
Total Pages : 489 pages
Book Rating : 4.4/5 (832 download)

DOWNLOAD NOW!


Book Synopsis Computer Aided Design in Control Systems 1988 by : Zhen-Yu Chen

Download or read book Computer Aided Design in Control Systems 1988 written by Zhen-Yu Chen and published by Elsevier. This book was released on 2017-05-03 with total page 489 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains 73 papers, presenting the state of the art in computer-aided design in control systems (CADCS). The latest information and exchange of ideas presented at the Symposium illustrates the development of computer-aided design science and technology within control systems. The Proceedings contain six plenary papers and six special invited papers, and the remainder are divided into five themes: CADCS packages; CADCS software and hardware; systems design methods; CADCS expert systems; CADCS applications, with finally a discussion on CADCS in education and research.

Adapting Environmental Education Materials

Download Adapting Environmental Education Materials PDF Online Free

Author :
Publisher : DIANE Publishing
ISBN 13 : 1428926879
Total Pages : 178 pages
Book Rating : 4.4/5 (289 download)

DOWNLOAD NOW!


Book Synopsis Adapting Environmental Education Materials by :

Download or read book Adapting Environmental Education Materials written by and published by DIANE Publishing. This book was released on 1999 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: