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Advantages And Pitfalls Of Pattern Recognition
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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 352 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
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.
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.
Book Synopsis Pattern Recognition by : Joachim Weickert
Download or read book Pattern Recognition written by Joachim Weickert and published by Springer. This book was released on 2013-09-07 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 35th German Conference on Pattern Recognition, GCPR 2013, held in Saarbrücken, Germany, in September 2013. The 22 revised full papers and 18 revised poster papers were carefully reviewed and selected from 79 submissions. The papers covers topics such as image processing and computer vision, machine learning and pattern recognition, mathematical foundations, statistical data analysis and models, computational photography and confluence of vision and graphics, and applications in natural sciences, engineering, biomedical data analysis, imaging, and industry.
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.
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.
Book Synopsis Shape, Structure And Pattern Recognition by : Horst Bunke
Download or read book Shape, Structure And Pattern Recognition written by Horst Bunke and published by World Scientific. This book was released on 1995-06-29 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is an extensive compilation of the papers presented at the IAPR International Workshop on Structural and Syntactic Pattern Recognition SSPR'94. It includes a preface by Professor Herbert Freeman, who is the recipient of the IAPR King Sun Fu Award for 1994. The book is divided into four parts and covers state-of-the art topics related to a variety of aspects of pattern recognition.
Book Synopsis Pattern Recognition in Bioinformatics by : Alioune Ngom
Download or read book Pattern Recognition in Bioinformatics written by Alioune Ngom and published by Springer. This book was released on 2013-07-04 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th IAPR International Conference on Pattern Recognition in Bioinformatics, PRIB 2013, held in Nice, France, in June 2013. The 25 revised full papers presented were carefully reviewed and selected from 43 submissions. The papers are organized in topical sections on bio-molecular networks and pathway analysis; learning, classification, and clustering; data mining and knowledge discovery; protein: structure, function, and interaction; motifs, sites, and sequence analysis.
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.
Book Synopsis Oxford Handbook of Clinical and Laboratory Investigation by : Drew Provan
Download or read book Oxford Handbook of Clinical and Laboratory Investigation written by Drew Provan and published by Oxford University Press, USA. This book was released on 2010-07-15 with total page 925 pages. Available in PDF, EPUB and Kindle. Book excerpt: "An essential 'how to when to' guide"--Cover.
Book Synopsis Computer Vision, Pattern Recognition, Image Processing, and Graphics by : R. Venkatesh Babu
Download or read book Computer Vision, Pattern Recognition, Image Processing, and Graphics written by R. Venkatesh Babu and published by Springer Nature. This book was released on 2020-11-16 with total page 642 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 7th National Conference on Computer Vision, Pattern Recognition, Image Processing, and Graphics, NCVPRIPG 2019, held in Hubballi, India, in December 2019. The 55 revised full papers 3 short papers presented in this volume were carefully reviewed and selected from 210 submissions. The papers are organized in topical sections on vision and geometry, learning and vision, image processing and document analysis, detection and recognition.
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 2016-08-17 with total page 244 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.
Book Synopsis Neural Networks for Pattern Recognition by : Albert Nigrin
Download or read book Neural Networks for Pattern Recognition written by Albert Nigrin and published by MIT Press. This book was released on 1993 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a simple and accessible way it extends embedding field theory into areas of machine intelligence that have not been clearly dealt with before. Neural Networks for Pattern Recognition takes the pioneering work in artificial neural networks by Stephen Grossberg and his colleagues to a new level. In a simple and accessible way it extends embedding field theory into areas of machine intelligence that have not been clearly dealt with before. Following a tutorial of existing neural networks for pattern classification, Nigrin expands on these networks to present fundamentally new architectures that perform realtime pattern classification of embedded and synonymous patterns and that will aid in tasks such as vision, speech recognition, sensor fusion, and constraint satisfaction. Nigrin presents the new architectures in two stages. First he presents a network called Sonnet 1 that already achieves important properties such as the ability to learn and segment continuously varied input patterns in real time, to process patterns in a context sensitive fashion, and to learn new patterns without degrading existing categories. He then removes simplifications inherent in Sonnet 1 and introduces radically new architectures. These architectures have the power to classify patterns that may have similar meanings but that have different external appearances (synonyms). They also have been designed to represent patterns in a distributed fashion, both in short-term and long-term memory.
Book Synopsis Quality Beyond Borders by : David Hutchins
Download or read book Quality Beyond Borders written by David Hutchins and published by Routledge. This book was released on 2019-04-09 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: Winner of the Walter E. Masing Book Prize 2019 at the International Academy for Quality. Perceptions as to the nature of the Quality Sciences and disciplines vary across the world depending on local industrial history. This can cause problems for global organisations who often want to retain the quality policies of the parent company whilst attempting to embrace the approaches familiar to local people. For example, whilst Western organisations have embraced Six Sigma, Lean and other Japanese management techniques, we have tended to adopt them in a hotchpotch fashion, bolting them on without ever understanding the context behind total quality control. In Japan, these concepts are not considered to be standalone but are all part of a seamless companywide matrix of interactive concepts, which can be summed up as company-wide quality work, of, by and for all. In essence, this means that ‘quality’ is everybody’s responsibility from the chief executive downwards. David Hutchins has over several decades worked in all of the cultural blocks and has consistently managed to integrate all of these differences into a single companywide approach. When the concepts covered are integrated into a total company-wide programme, the intention is to make that organisation the best in its business; in Japanese terms this implies ‘Dantotsu’, which means ‘number one thinking’. Accessible and practical in approach, Quality Beyond Borders is split into short sections, each representing a self-contained idea for the reader to digest and reflect on. It is a valuable resource for business practitioners, students and academics alike that will enable you to reach beyond your own borders to implement new ideas with significant results.
Book Synopsis Machine Learning Applications in Subsurface Energy Resource Management by : Srikanta Mishra
Download or read book Machine Learning Applications in Subsurface Energy Resource Management written by Srikanta Mishra and published by CRC Press. This book was released on 2022-12-27 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: The utilization of machine learning (ML) techniques to understand hidden patterns and build data-driven predictive models from complex multivariate datasets is rapidly increasing in many applied science and engineering disciplines, including geo-energy. Motivated by these developments, Machine Learning Applications in Subsurface Energy Resource Management presents a current snapshot of the state of the art and future outlook for ML applications to manage subsurface energy resources (e.g., oil and gas, geologic carbon sequestration, and geothermal energy). Covers ML applications across multiple application domains (reservoir characterization, drilling, production, reservoir modeling, and predictive maintenance) Offers a variety of perspectives from authors representing operating companies, universities, and research organizations Provides an array of case studies illustrating the latest applications of several ML techniques Includes a literature review and future outlook for each application domain This book is targeted at practicing petroleum engineers or geoscientists interested in developing a broad understanding of ML applications across several subsurface domains. It is also aimed as a supplementary reading for graduate-level courses and will also appeal to professionals and researchers working with hydrogeology and nuclear waste disposal.
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:
Book Synopsis Biomarkers in Psychiatry by : Judith Pratt
Download or read book Biomarkers in Psychiatry written by Judith Pratt and published by Springer. This book was released on 2019-01-05 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume addresses one of the Holy Grails in Psychiatry, namely the evidence for and potential to adopt ‘Biomarkers’ for prevention, diagnosis, and treatment responses in mental health conditions. It meshes together state of the art research from international renowned pre-clinical and clinical scientists to illustrate how the fields of anxiety disorders, depression, psychotic disorders, and autism spectrum disorder have advanced in recent years.
