Advantages And Pitfalls Of Pattern Recognition

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Advantages and Pitfalls of Pattern Recognition

Author : Horst Langer
Publisher : Elsevier
ISBN 13 : 0128118431
Total Pages : 350 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Advantages and Pitfalls of Pattern Recognition by : Horst Langer

Download or read book Advantages and Pitfalls of Pattern Recognition written by Horst Langer and published by Elsevier. This book was released on 2019-11-23 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advantages and Pitfalls of Pattern Recognition presents various methods of pattern recognition and classification, useful to geophysicists, geochemists, geologists, geographers, data analysts, and educators and students of geosciences. Scientific and technological progress has dramatically improved the knowledge of our planet with huge amounts of digital data available in various fields of Earth Sciences, such as geology, geophysics, and geography. This has led to a new perspective of data analysis, requiring specific techniques that take several features into consideration rather than single parameters. Pattern recognition techniques offer a suitable key for processing and extracting useful information from the data of multivariate analysis. This book explores both supervised and unsupervised pattern recognition techniques, while providing insight into their application. Offers real-world examples of techniques for pattern recognition and handling multivariate data Includes examples, applications, and diagrams to enhance understanding Provides an introduction and access to relevant software packages

Thinning Methodologies for Pattern Recognition

Author : Ching Y. Suen
Publisher : World Scientific
ISBN 13 : 9789810214821
Total Pages : 354 pages
Book Rating : 4.2/5 (148 download)

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Book Synopsis Thinning Methodologies for Pattern Recognition by : Ching Y. Suen

Download or read book Thinning Methodologies for Pattern Recognition written by Ching Y. Suen and published by World Scientific. This book was released on 1994 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: Thinning is a technique widely used in the pre-processing stage of a pattern recognition system to compress data and to enhance feature extraction in the subsequent stage. It reduces a digitized pattern to a skeleton so that all resulting branches are 1 pixel thick. The method seems easy at first and has many advantages, however after two decades of intensive research, it has been found to be very challenging due to the difficulties in programming computers to do it.This collection of 15 papers by leading scientists working in the area examines the theoretical and experimental aspects of thinning methodologies. The authors have addressed the problems faced, compared their performance results with others, and assessed the challenges ahead. Researchers will find the volume helpful in shedding light on difficult issues and stimulating further research in the area.

Intelligent Methods with Applications in Volcanology and Seismology

Author : Alireza Hajian
Publisher : Springer Nature
ISBN 13 : 3031154320
Total Pages : 216 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Intelligent Methods with Applications in Volcanology and Seismology by : Alireza Hajian

Download or read book Intelligent Methods with Applications in Volcanology and Seismology written by Alireza Hajian and published by Springer Nature. This book was released on 2023-03-01 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents intelligent methods like neural, neuro-fuzzy, machine learning, deep learning and metaheuristic methods and their applications in both volcanology and seismology. The complex system of volcanoes and also earthquakes is a big challenge to identify their behavior using available models, which motivates scientists to apply non-model based methods. As there are lots of seismology and volcanology data sets, i.e., the local and global networks, one solution is using intelligent methods in which data-based algorithms are used.

Ecological Footprints of Climate Change

Author : Uday Chatterjee
Publisher : Springer Nature
ISBN 13 : 3031155017
Total Pages : 782 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Ecological Footprints of Climate Change by : Uday Chatterjee

Download or read book Ecological Footprints of Climate Change written by Uday Chatterjee and published by Springer Nature. This book was released on 2023-01-01 with total page 782 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores global implications of human activities that trigger changes in climate and the appropriate scientific, adaptive, and sustainable approaches as a proven information tool. It reveals that the ecological, social, and economic dynamics of the changing earth encompasses huge uncertainties coupled with its ability to be linked to other forms of global change. From a scientific perspective, multiple efforts are expedient to integrate the many aspects of global changes. Increases in science and technology have afforded nations the ability to plan for the future by investing in adaptive and mitigative measures to monitor present and future changes. Just as the climatic and ecological impacts of climate change are unequally distributed, so is the adaptive capacity to cope with these impacts in different nations. Considering that wealth, infrastructure, and political stability all contribute to a nation's capacity to anticipate and respond to change. So, global South nations who are disadvantaged in these areas are faced with more inequalities and more unique adaptive strategies. There is need for increased aggregate efforts and interaction between scientists, stakeholders, and policy makers to improve both decision-making and global change in science. Scientists and researchers need to work on expanding the range of polices that are proposed, debated, and implemented. This way, novelty, new ideas and methodologies are infused into the society. At this point of multiple climate footprints, there is an immense need to explore all ideas evaluating their possibilities in presenting alternative futures, developing alternative policies, and adaptive options to solve the intractable ecological footprints of climate change.

A Probabilistic Theory of Pattern Recognition

Author : Luc Devroye
Publisher : Springer Science & Business Media
ISBN 13 : 1461207118
Total Pages : 631 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis A Probabilistic Theory of Pattern Recognition by : Luc Devroye

Download or read book A Probabilistic Theory of Pattern Recognition written by Luc Devroye and published by Springer Science & Business Media. This book was released on 2013-11-27 with total page 631 pages. Available in PDF, EPUB and Kindle. Book excerpt: A self-contained and coherent account of probabilistic techniques, covering: distance measures, kernel rules, nearest neighbour rules, Vapnik-Chervonenkis theory, parametric classification, and feature extraction. Each chapter concludes with problems and exercises to further the readers understanding. Both research workers and graduate students will benefit from this wide-ranging and up-to-date account of a fast- moving field.

Outliers in Control Engineering

Author : Paweł D. Domański
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110729121
Total Pages : 272 pages
Book Rating : 4.1/5 (17 download)

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Book Synopsis Outliers in Control Engineering by : Paweł D. Domański

Download or read book Outliers in Control Engineering written by Paweł D. Domański and published by Walter de Gruyter GmbH & Co KG. This book was released on 2022-03-07 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Outliers play an important, though underestimated, role in control engineering. Traditionally they are unseen and neglected. In opposition, industrial practice gives frequent examples of their existence and their mostly negative impacts on the control quality. The origin of outliers is never fully known. Some of them are generated externally to the process (exogenous), like for instance erroneous observations, data corrupted by control systems or the effect of human intervention. Such outliers appear occasionally with some unknow probability shifting real value often to some strange and nonsense value. They are frequently called deviants, anomalies or contaminants. In most cases we are interested in their detection and removal. However, there exists the second kind of outliers. Quite often strange looking data observations are not artificial data occurrences. They may be just representatives of the underlying generation mechanism being inseparable internal part of the process (endogenous outliers). In such a case they are not wrong and should be treated with cautiousness, as they may include important information about the dynamic nature of the process. As such they cannot be neglected nor simply removed. The Outlier should be detected, labelled and suitably treated. These activities cannot be performed without proper analytical tools and modeling approaches. There are dozens of methods proposed by scientists, starting from Gaussian-based statistical scoring up to data mining artificial intelligence tools. The research presented in this book presents novel approach incorporating non-Gaussian statistical tools and fractional calculus approach revealing new data analytics applied to this important and challenging task. The proposed book includes a collection of contributions addressing different yet cohesive subjects, like dynamic modelling, classical control, advanced control, fractional calculus, statistical analytics focused on an ultimate goal: robust and outlier-proof analysis. All studied problems show that outliers play an important role and classical methods, in which outlier are not taken into account, do not give good results. Applications from different engineering areas are considered such as semiconductor process control and monitoring, MIMO peltier temperature control and health monitoring, networked control systems, and etc.

Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges

Author : Jean-Jacques Rousseau
Publisher : Springer Nature
ISBN 13 : 3031377311
Total Pages : 652 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges by : Jean-Jacques Rousseau

Download or read book Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges written by Jean-Jacques Rousseau and published by Springer Nature. This book was released on 2023-08-09 with total page 652 pages. Available in PDF, EPUB and Kindle. Book excerpt: This 4-volumes set constitutes the proceedings of the ICPR 2022 Workshops of the 26th International Conference on Pattern Recognition Workshops, ICPR 2022, Montreal, QC, Canada, August 2023. The 167 full papers presented in these 4 volumes were carefully reviewed and selected from numerous submissions. ICPR workshops covered domains related to pattern recognition, artificial intelligence, computer vision, image and sound analysis. Workshops’ contributions reflected the most recent applications related to healthcare, biometrics, ethics, multimodality, cultural heritage, imagery, affective computing, etc.

Chemical Ecology

Author : Anne-Geneviève Bagnères
Publisher : John Wiley & Sons
ISBN 13 : 1848219245
Total Pages : 238 pages
Book Rating : 4.8/5 (482 download)

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Book Synopsis Chemical Ecology by : Anne-Geneviève Bagnères

Download or read book Chemical Ecology written by Anne-Geneviève Bagnères and published by John Wiley & Sons. This book was released on 2016-08-29 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book features comparative perspectives on the field of chemical ecology, present and future, offered by scientists from a wide variety of disciplines. The scientists contributing to this book –biologists, ecologists, biochemists, chemists, biostatisticians – are interested in marine, freshwater and terrestrial ecosystems and work on life forms ranging from micro-organisms to mammals, including humans, living in areas from the tropics to polar regions. Here, they cross their analyses of the present state of chemical ecology and its perspectives for the future. Those presented here include complex, multispecies communities and cover a wide range both of organisms and of the types of molecules that mediate the interactions between them. Up to now, no book has presented a solid scientific treatment of a wide range of examples. This book illustrates a diverse panel of the most advanced aspects of this rapidly expanding field.

Pattern Recognition

Author : Sergios Theodoridis
Publisher : Elsevier
ISBN 13 : 9780080513621
Total Pages : 689 pages
Book Rating : 4.5/5 (136 download)

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Book Synopsis Pattern Recognition by : Sergios Theodoridis

Download or read book Pattern Recognition written by Sergios Theodoridis and published by Elsevier. This book was released on 2003-05-15 with total page 689 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pattern recognition is a scientific discipline that is becoming increasingly important in the age of automation and information handling and retrieval. Patter Recognition, 2e covers the entire spectrum of pattern recognition applications, from image analysis to speech recognition and communications. This book presents cutting-edge material on neural networks, - a set of linked microprocessors that can form associations and uses pattern recognition to "learn" -and enhances student motivation by approaching pattern recognition from the designer's point of view. A direct result of more than 10 years of teaching experience, the text was developed by the authors through use in their own classrooms. *Approaches pattern recognition from the designer's point of view *New edition highlights latest developments in this growing field, including independent components and support vector machines, not available elsewhere *Supplemented by computer examples selected from applications of interest

Pattern Recognition

Author : Andrzej Zak
Publisher : BoD – Books on Demand
ISBN 13 : 1789854997
Total Pages : 120 pages
Book Rating : 4.7/5 (898 download)

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Book Synopsis Pattern Recognition by : Andrzej Zak

Download or read book Pattern Recognition written by Andrzej Zak and published by BoD – Books on Demand. This book was released on 2019-07-31 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pattern recognition, despite its relatively short history, has already found practical application in many areas of human activity. Systems of pattern recognition usually support people in performing tasks related to ensuring security, including access to premises and devices, detection of unusual changes (e.g. in medicine, cartography, geology), diagnosing technical conditions of devices, and many others. Nevertheless, pattern recognition is probably the most developing area because of the great demand for such solutions in the different areas of our lives. In this book we have collected the experience of scientists from different parts of the world who have researched diverse areas connected directly or indirectly with pattern recognition. We hope that this book will be a treasure trove of knowledge and inspiration for further research in the field of pattern recognition.

Hybrid Methods in Pattern Recognition

Author : Horst Bunke
Publisher : World Scientific
ISBN 13 : 9810248326
Total Pages : 338 pages
Book Rating : 4.8/5 (12 download)

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Book Synopsis Hybrid Methods in Pattern Recognition by : Horst Bunke

Download or read book Hybrid Methods in Pattern Recognition written by Horst Bunke and published by World Scientific. This book was released on 2002 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of pattern recognition has seen enormous progress since its beginnings almost 50 years ago. A large number of different approaches have been proposed. Hybrid methods aim at combining the advantages of different paradigms within a single system. Hybrid Methods in Pattern Recognition is a collection of articles describing recent progress in this emerging field. It covers topics such as the combination of neural nets with fuzzy systems or hidden Markov models, neural networks for the processing of symbolic data structures, hybrid methods in data mining, the combination of symbolic and subsymbolic learning, and so on. Also included is recent work on multiple classifier systems. Furthermore, the book deals with applications in on-line and off-line handwriting recognition, remotely sensed image interpretation, fingerprint identification, and automatic text categorization.

Progress in Pattern Recognition

Author : Sameer Singh
Publisher : Springer Science & Business Media
ISBN 13 : 9781846289446
Total Pages : 268 pages
Book Rating : 4.2/5 (894 download)

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Book Synopsis Progress in Pattern Recognition by : Sameer Singh

Download or read book Progress in Pattern Recognition written by Sameer Singh and published by Springer Science & Business Media. This book was released on 2007-08-03 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features a collection of articles presented at the 2007 Workshop on Advances in Pattern Recognition, which was organized in conjunction with the 5th International Summer School on Pattern Recognition. It provides readers with the state-of-the-art algorithms in the area of pattern recognition as well as a presentation of the cutting edge applications within the field.

PATTERN RECOGNITION

Author : Syed Thouheed Ahmed
Publisher : MileStone Research Publications
ISBN 13 : 9354931375
Total Pages : 156 pages
Book Rating : 4.3/5 (549 download)

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Book Synopsis PATTERN RECOGNITION by : Syed Thouheed Ahmed

Download or read book PATTERN RECOGNITION written by Syed Thouheed Ahmed and published by MileStone Research Publications. This book was released on 2021-08-01 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the primary and supportive topics on pattern recognition with respect to beginners understand-ability. The aspects of pattern recognition is value added with an introductory of machine learning terminologies. This book covers the aspects of pattern validation, recognition, computation and processing. The initial aspects such as data representation and feature extraction is reported with supportive topics such as computational algorithms and decision trees. This text book covers the aspects as reported. Par t - I In this part, the initial foundation aspects of pattern recognition is discussed with reference to probabilities role in influencing a pattern occurrence, pattern extraction and properties. Introduction: Definition of Pattern Recognition, Applications, Datasets for Pattern Recognition, Different paradigms for Pattern Recognition, Introduction to probability, events, random variables, Joint distributions and densities, moments. Estimation minimum risk estimators, problems. Representation: Data structures for Pattern Recognition, Representation of clusters, proximity measures, size of patterns, Abstraction of Data set, Feature extraction, Feature selection, Evaluation. Par t - II In Part - II of the text, the mathematical representation and computation algorithms for extracting and evaluating patterns are discussed. The basic algorithms of machine learning classifiers with Nearest neighbor and Naive Bayes is reported with value added validation process using decision trees. Computational Algorithms: Nearest neighbor algorithm, variants of NN algorithms, use of NN for transaction databases, efficient algorithms, Data reduction, prototype selection, Bayes theorem, minimum error rate classifier, estimation of probabilities, estimation of probabilities, comparison with NNC, Naive Bayesclassifier, Bayesian belief network. Decision Trees: Introduction, Decision Tree for Pattern Recognition, Construction of Decision Tree, Splittingat the nodes, Over-fitting& Pruning, Examples.

Pattern Recognition

Author : J. P. Marques de Sá
Publisher : Springer Science & Business Media
ISBN 13 : 9783540422976
Total Pages : 344 pages
Book Rating : 4.4/5 (229 download)

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Book Synopsis Pattern Recognition by : J. P. Marques de Sá

Download or read book Pattern Recognition written by J. P. Marques de Sá and published by Springer Science & Business Media. This book was released on 2001 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: CD-ROM contains: Datasets -- Software tools.

Pattern Recognition Principles

Author : Julius T. Tou
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (476 download)

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Book Synopsis Pattern Recognition Principles by : Julius T. Tou

Download or read book Pattern Recognition Principles written by Julius T. Tou and published by . This book was released on 1977 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Seismicity in Volcanic Areas

Author : Derek Keir
Publisher : Frontiers Media SA
ISBN 13 : 2889743306
Total Pages : 288 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Seismicity in Volcanic Areas by : Derek Keir

Download or read book Seismicity in Volcanic Areas written by Derek Keir and published by Frontiers Media SA. This book was released on 2022-11-04 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Sports Injuries to the Shoulder and Elbow

Author : Jin-Young PARK
Publisher : Springer
ISBN 13 : 3642417957
Total Pages : 488 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Sports Injuries to the Shoulder and Elbow by : Jin-Young PARK

Download or read book Sports Injuries to the Shoulder and Elbow written by Jin-Young PARK and published by Springer. This book was released on 2015-04-22 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book documents current knowledge on the mechanisms involved in sports injuries to the shoulder and elbow, reviews essential physical examinations, and explains the role of diagnostic imaging. Above all, it describes in detail the treatment modalities that are appropriate to the injuries encountered in throwing and overhead athletes, including chronic repetitive and acute traumatic injuries. Both conservative and surgical treatments are covered; the author’s own preferred operative techniques are identified and explained, and helpful treatment algorithms offer guidance in selecting an approach fitting to the circumstances. In addition, the inclusion of instructive case reviews will assist readers in achieving a full understanding of the implementation of treatment protocols. Methods of rehabilitation are also described with the aid of demonstration videos, and advice is provided on appropriate timing. The book will be invaluable for all professionals who deal with sports injuries of the shoulder and elbow, including surgeons, physiotherapists, other medical practitioners, and trainers.