Sentiment Analysis and Knowledge Discovery in Contemporary Business

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Publisher : Business Science Reference
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ISBN 10 : 1522587853
Pages : 360 pages
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Rating : 4.2/5 (522 users download)


Download Sentiment Analysis and Knowledge Discovery in Contemporary Business by Dharmendra Singh Rajput PDF/Ebook Free clicking on the below button will initiate the downloading process of Sentiment Analysis and Knowledge Discovery in Contemporary Business by Dharmendra Singh Rajput. This book is available in ePub and PDF format with a single click unlimited downloads. "This book explores what drives profitability and more successful customer relationship management. It looks the behavior of any classifier used to classify sentiments in product reviews. It also develops common expert system to classify and visualize the predicted result"--


Sentiment Analysis and Knowledge Discovery in Contemporary Business

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Publisher : IGI Global
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ISBN 10 : 9781522550006
Pages : 333 pages
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Rating : 4.5/5 (55 users download)


Download Sentiment Analysis and Knowledge Discovery in Contemporary Business by Rajput, Dharmendra Singh PDF/Ebook Free clicking on the below button will initiate the downloading process of Sentiment Analysis and Knowledge Discovery in Contemporary Business by Rajput, Dharmendra Singh. This book is available in ePub and PDF format with a single click unlimited downloads. In the era of social connectedness, people are becoming increasingly enthusiastic about interacting, sharing, and collaborating through online collaborative media. However, conducting sentiment analysis on these platforms can be challenging, especially for business professionals who are using them to collect vital data. Sentiment Analysis and Knowledge Discovery in Contemporary Business is an essential reference source that discusses applications of sentiment analysis as well as data mining, machine learning algorithms, and big data streams in business environments. Featuring research on topics such as knowledge retrieval and knowledge updating, this book is ideally designed for business managers, academicians, business professionals, researchers, graduate-level students, and technology developers seeking current research on data collection and management to drive profit.


Valuation Challenges and Solutions in Contemporary Businesses

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Publisher : IGI Global
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ISBN 10 : 9781799810889
Pages : 324 pages
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Rating : 4.1/5 (81 users download)


Download Valuation Challenges and Solutions in Contemporary Businesses by Köseo?lu, Sinem Derindere PDF/Ebook Free clicking on the below button will initiate the downloading process of Valuation Challenges and Solutions in Contemporary Businesses by Köseo?lu, Sinem Derindere. This book is available in ePub and PDF format with a single click unlimited downloads. Defining the value of an entire company can be challenging, especially for large, highly competitive business markets. While the main goal for many companies is to increase their market value, understanding the advanced techniques and determining the best course of action to maximize profits can puzzle both academic and business professionals alike. Valuation Challenges and Solutions in Contemporary Businesses provides emerging research exploring theoretical and practical aspects of income-based, market-based, and asset-based valuation approaches and applications within the financial sciences. Featuring coverage on a broad range of topics such as growth rate, diverse business, and market value, this book is ideally designed for financial officers, business professionals, company managers, CEOs, corporate professionals, academicians, researchers, and students seeking current research on the challenging aspects of firm valuation and an assortment of possible solution-driven concepts.


Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms

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Publisher : IGI Global
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ISBN 10 : 9781799883524
Pages : 296 pages
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Rating : 4.8/5 (883 users download)


Download Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms by Milutinovi?, Veljko PDF/Ebook Free clicking on the below button will initiate the downloading process of Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms by Milutinovi?, Veljko. This book is available in ePub and PDF format with a single click unlimited downloads. Based on current literature and cutting-edge advances in the machine learning field, there are four algorithms whose usage in new application domains must be explored: neural networks, rule induction algorithms, tree-based algorithms, and density-based algorithms. A number of machine learning related algorithms have been derived from these four algorithms. Consequently, they represent excellent underlying methods for extracting hidden knowledge from unstructured data, as essential data mining tasks. Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms presents widely used data-mining algorithms and explains their advantages and disadvantages, their mathematical treatment, applications, energy efficient implementations, and more. It presents research of energy efficient accelerators for machine learning algorithms. Covering topics such as control-flow implementation, approximate computing, and decision tree algorithms, this book is an essential resource for computer scientists, engineers, students and educators of higher education, researchers, and academicians.


Artificial Intelligence for Information Management: A Healthcare Perspective

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Publisher : Springer Nature
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ISBN 10 : 9789811604157
Pages : 329 pages
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Rating : 4.0/5 (64 users download)


Download Artificial Intelligence for Information Management: A Healthcare Perspective by K. G. Srinivasa PDF/Ebook Free clicking on the below button will initiate the downloading process of Artificial Intelligence for Information Management: A Healthcare Perspective by K. G. Srinivasa. This book is available in ePub and PDF format with a single click unlimited downloads. This book discusses the advancements in artificial intelligent techniques used in the well-being of human healthcare. It details the techniques used in collection, storage and analysis of data and their usage in different healthcare solutions. It also discusses the techniques of predictive analysis in early diagnosis of critical diseases. The edited book is divided into four parts – part A discusses introduction to artificial intelligence and machine learning in healthcare; part B highlights different analytical techniques used in healthcare; part C provides various security and privacy mechanisms used in healthcare; and finally, part D exemplifies different tools used in visualization and data analytics.


Artificial Intelligence: Practical Approach

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Publisher : MileStone Research Publications
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ISBN 10 : 9789355660633
Pages : 183 pages
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Rating : 4.6/5 (66 users download)


Download Artificial Intelligence: Practical Approach by Syed Muzamil Basha PDF/Ebook Free clicking on the below button will initiate the downloading process of Artificial Intelligence: Practical Approach by Syed Muzamil Basha. This book is available in ePub and PDF format with a single click unlimited downloads. The book introduces programming concepts through Python language. The simple syntax of Python makes it an ideal choice for learning programming. Because of the availability of extensive standard libraries and third-party support, it is rapidly evolving as the preferred programming language among the application developers. It will bolster your foundational skills in Artificial Intelligence. Make the most of our Expert Mentor-ship facility and gain a practical understanding of Artificial Intelligence and Machine Learning. Make the most of our real-world projects from diverse industries. The content in this book goes a long way towards helping you unlock lucrative career opportunities in the coveted fields of Artificial Intelligence and Machine Learning. The steps in creating computers that are as fluent in human language as people has long been a goal for scientists and the general public. Human language communication both represents and challenges an intelligence, because while languages appear to follow some unseen rules of spelling and grammar. Systems that understand or use language, which we call ?Natural Language Processing? (NLP) systems, have been created by specifying algorithms for computers based on the observable regularities of language noted by experts.Use this book to learn the principles and methods of NLP to understand what it is, where it is useful, how to use it, and how it might be used people. The book includes the core topics of modern NLP, including an overview of the syntax and semantics of English, benchmark tasks for computational language modeling, and higher level tasks and applications that analyze or generate language, using both rule-based search and machine learning approaches. It takes the perspective of a computer scientist. The primary themes are abstraction, data, algorithms, applications and impacts. It also includes some history and trends that are important for understanding why things have been done in a certain way


Performance Management of Integrated Systems and its Applications in Software Engineering

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Publisher : Springer Nature
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ISBN 10 : 9789811382536
Pages : 236 pages
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Rating : 4.8/5 (382 users download)


Download Performance Management of Integrated Systems and its Applications in Software Engineering by Millie Pant PDF/Ebook Free clicking on the below button will initiate the downloading process of Performance Management of Integrated Systems and its Applications in Software Engineering by Millie Pant. This book is available in ePub and PDF format with a single click unlimited downloads. This book presents a key solution for current and future technological issues, adopting an integrated system approach with a combination of software engineering applications. Focusing on how software dominates and influences the performance, reliability, maintainability and availability of complex integrated systems, it proposes a comprehensive method of improving the entire process. The book provides numerous qualitative and quantitative analyses and examples of varied systems to help readers understand and interpret the derived results and outcomes. In addition, it examines and reviews foundational work associated with decision and control systems for information systems, to inspire researchers and industry professionals to develop new and integrated foundations, theories, principles, and tools for information systems. It also offers guidance and suggests best practices for the research community and practitioners alike. The book’s twenty-two chapters examine and address current and future research topics in areas like vulnerability analysis, secured software requirements analysis, progressive models for planning and enhancing system efficiency, cloud computing, healthcare management, and integrating data-information-knowledge in decision-making. As such it enables organizations to adopt integrated approaches to system and software engineering, helping them implement technological advances and drive performance. This in turn provides actionable insights on each and every technical and managerial level so that timely action-based decisions can be taken to maintain a competitive edge. Featuring conceptual work and best practices in integrated systems and software engineering applications, this book is also a valuable resource for all researchers, graduate and undergraduate students, and management professionals with an interest in the fields of e-commerce, cloud computing, software engineering, software & system security and analysis, data-information-knowledge systems and integrated systems.


Handbook of Research on Smart Technology Applications in the Tourism Industry

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Publisher : IGI Global
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ISBN 10 : 9781799819905
Pages : 569 pages
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Rating : 4.1/5 (819 users download)


Download Handbook of Research on Smart Technology Applications in the Tourism Industry by Çeltek, Evrim PDF/Ebook Free clicking on the below button will initiate the downloading process of Handbook of Research on Smart Technology Applications in the Tourism Industry by Çeltek, Evrim. This book is available in ePub and PDF format with a single click unlimited downloads. In today’s modernized society, certain technologies have become more applicable within many professional fields and are much easier to implement. This includes the tourism industry, where smart technology has provided a range of new marketing possibilities including more effective sales tactics and delivering a more personalized customer experience. As the scope of business analytics continues to expand, professionals need research on the various applications of smart technology within the field of tourism. The Handbook of Research on Smart Technology Applications in the Tourism Industry is an essential reference source that discusses the use of intelligent systems in tourism as well as their influence on consumer relationships. Featuring research on topics such as digital advertising, wearable technology, and consumer behavior, this book is ideally designed for travel agents, tour developers, restaurateurs, hotel managers, tour directors, airlines, marketers, researchers, managers, hospitality professionals, policymakers, business strategists, researchers, academicians, and students seeking coverage on the use of smart technologies in tourism.


Intelligent Systems Applications in Software Engineering

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Publisher : Springer Nature
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ISBN 10 : 9783030303297
Pages : 502 pages
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Rating : 4.0/5 (33 users download)


Download Intelligent Systems Applications in Software Engineering by Radek Silhavy PDF/Ebook Free clicking on the below button will initiate the downloading process of Intelligent Systems Applications in Software Engineering by Radek Silhavy. This book is available in ePub and PDF format with a single click unlimited downloads. This book presents real-world problems and exploratory research that describes novel approaches in software engineering, cybernetics and algorithms in the context of intelligent systems. It constitutes the refereed proceedings of the 3rd Computational Methods in Systems and Software 2019 (CoMeSySo 2019) conference, a groundbreaking online conference that provides an international forum for discussing the latest high-quality research results.


Modeling Methods for Business Information Systems Analysis and Design

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Publisher : IGI Global
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ISBN 10 : 9781522555230
Pages : 267 pages
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Rating : 4.5/5 (555 users download)


Download Modeling Methods for Business Information Systems Analysis and Design by Erben, Selin PDF/Ebook Free clicking on the below button will initiate the downloading process of Modeling Methods for Business Information Systems Analysis and Design by Erben, Selin. This book is available in ePub and PDF format with a single click unlimited downloads. The field of information systems analysis and design includes numerous evolving modelling methods and notations. Even with some attempts to standardize, new modelling methods are constantly being introduced that significantly impact the way information systems are analyzed and designed in practice. Modeling Methods for Business Information Systems Analysis and Design is a collection of innovative research on the methods and applications of knowledge systems and their applications within organizational settings. While highlighting topics including finance, operational planning, and enterprise models, this book is ideally designed for academicians, professionals, and organizational researchers seeking current research on organizational design.


Using Applied Mathematical Models for Business Transformation

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Publisher : IGI Global
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ISBN 10 : 9781799810117
Pages : 543 pages
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Rating : 4.1/5 (81 users download)


Download Using Applied Mathematical Models for Business Transformation by Trad, Antoine PDF/Ebook Free clicking on the below button will initiate the downloading process of Using Applied Mathematical Models for Business Transformation by Trad, Antoine. This book is available in ePub and PDF format with a single click unlimited downloads. Traditional business practices have been left behind due to the increased use of data analytics and information technology in companies worldwide. This development has led to businesses implementing transformative projects that use these new technologies in their decision-making systems. Altering the entire architecture of a company is a daunting task; however, researchers are finding methods through applied mathematics that can make it easier on companies. Implementing analytical models into current business processes is vital for professionals across the globe. Using Applied Mathematical Models for Business Transformation is an essential reference source that discusses the advancement of decision-making systems in business environments with the use of applied mathematics, algorithms, and information technology. Featuring research on topics such as decision-making systems, critical success factors, and global enterprise architecture, this book is ideally designed for project managers, financial analysts, business strategists, software engineers, technical architects, students, researchers, and educators seeking coverage on the transformation of business practices using applied mathematics and information technology.


Multimedia Big Data Computing for IoT Applications

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Publisher : Springer
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ISBN 10 : 9789811387593
Pages : 477 pages
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Rating : 4.8/5 (387 users download)


Download Multimedia Big Data Computing for IoT Applications by Sudeep Tanwar PDF/Ebook Free clicking on the below button will initiate the downloading process of Multimedia Big Data Computing for IoT Applications by Sudeep Tanwar. This book is available in ePub and PDF format with a single click unlimited downloads. This book considers all aspects of managing the complexity of Multimedia Big Data Computing (MMBD) for IoT applications and develops a comprehensive taxonomy. It also discusses a process model that addresses a number of research challenges associated with MMBD, such as scalability, accessibility, reliability, heterogeneity, and Quality of Service (QoS) requirements, presenting case studies to demonstrate its application. Further, the book examines the layered architecture of MMBD computing and compares the life cycle of both big data and MMBD. Written by leading experts, it also includes numerous solved examples, technical descriptions, scenarios, procedures, and algorithms.


Big Data Analytics for Entrepreneurial Success

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Publisher : IGI Global
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ISBN 10 : 9781522576105
Pages : 300 pages
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Rating : 4.7/5 (576 users download)


Download Big Data Analytics for Entrepreneurial Success by Sedkaoui, Soraya PDF/Ebook Free clicking on the below button will initiate the downloading process of Big Data Analytics for Entrepreneurial Success by Sedkaoui, Soraya. This book is available in ePub and PDF format with a single click unlimited downloads. In a resolutely practical and data-driven project universe, the digital age changed the way data is collected, stored, analyzed, visualized and protected, transforming business opportunities and strategies. It is important for today’s organizations and entrepreneurs to implement a robust data strategy and industrialize a set of “data-driven” solutions to utilize big data analytics to its fullest potential. Big Data Analytics for Entrepreneurial Success provides emerging perspectives on the theoretical and practical aspects of data analysis tools and techniques within business applications. Featuring coverage on a broad range of topics such as algorithms, data collection, and machine learning, this publication provides concrete examples and case studies of successful uses of data-driven projects as well as the challenges and opportunities of generating value from data using analytics. It is ideally designed for entrepreneurs, researchers, business owners, managers, graduate students, academicians, software developers, and IT professionals seeking current research on the essential tools and technologies for organizing, analyzing, and benefiting from big data.


Strategic IT Governance and Performance Frameworks in Large Organizations

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Publisher : IGI Global
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ISBN 10 : 9781522578277
Pages : 413 pages
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Rating : 4.7/5 (578 users download)


Download Strategic IT Governance and Performance Frameworks in Large Organizations by Maleh, Yassine PDF/Ebook Free clicking on the below button will initiate the downloading process of Strategic IT Governance and Performance Frameworks in Large Organizations by Maleh, Yassine. This book is available in ePub and PDF format with a single click unlimited downloads. As digitization continues to bring rapid changes to businesses, companies must remain agile in order to comply with changing regulations and maintain governance and compliance while achieving its business objectives. To achieve this agility, IT staff within these companies must be able to respond quickly to changing business needs while maintaining existing and efficient infrastructure. Strategic IT Governance and Performance Frameworks in Large Organizations is an essential reference source that provides emerging frameworks and models that implement an efficient strategic IT governance in organizations and discusses the effects these policies have on the business as a whole. Featuring six international case studies from large organizations, this title covers topics such as IT management, security policy, and organizational governance, and is ideally designed for IT specialists, academicians, researchers, policymakers, and managers.


Developing a Keyword Extractor and Document Classifier: Emerging Research and Opportunities

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Publisher : IGI Global
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ISBN 10 : 9781799837732
Pages : 229 pages
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Rating : 4.3/5 (837 users download)


Download Developing a Keyword Extractor and Document Classifier: Emerging Research and Opportunities by Paul, Dimple Valayil PDF/Ebook Free clicking on the below button will initiate the downloading process of Developing a Keyword Extractor and Document Classifier: Emerging Research and Opportunities by Paul, Dimple Valayil. This book is available in ePub and PDF format with a single click unlimited downloads. The main problems that prevent fast and high-quality document processing in electronic document management systems are insufficient and unstructured information, information redundancy, and the presence of large amounts of undesirable user information. The human factor has a significant impact on the efficiency of document search. An average user is not aware of the advanced option of a query language and uses typical queries. Development of a specialized software toolkit intended for information systems and electronic document management systems can be an effective solution of the tasks listed above. Such toolkits should be based on the means and methods of automatic keyword extraction and text classification. The categorization (or classification) of texts into predefined categories has witnessed a booming interest in the last 10 years due to the increased availability of documents in digital form and the ensuing need to organize them. Thus, research on keyword extraction, advancements in the field, and possible future solutions is of great importance in current times. Developing a Keyword Extractor and Document Classifier: Emerging Research and Opportunities presents an information extraction mechanism that can process many kinds of inputs, realize the type of text, and understand the percentage of the keywords that has to be stored. This mechanism then supports information extraction and information categorization mechanisms. This module is used to support a text summarization mechanism, which leads—with the help of the keyword extraction module—to text categorization. It employs lexical and information retrieval techniques to extract phrases from the document text that are likely to characterize it and determines the category of the retrieved text to present a summary to the users. This book is ideal for practitioners, stakeholders, researchers, academicians, and students who are interested in the development of a new keyword extractor and document classifier method.


Research Anthology on Big Data Analytics, Architectures, and Applications

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Publisher : IGI Global
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ISBN 10 : 9781668436639
Pages : 1988 pages
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Rating : 4.3/5 (436 users download)


Download Research Anthology on Big Data Analytics, Architectures, and Applications by Management Association, Information Resources PDF/Ebook Free clicking on the below button will initiate the downloading process of Research Anthology on Big Data Analytics, Architectures, and Applications by Management Association, Information Resources. This book is available in ePub and PDF format with a single click unlimited downloads. Society is now completely driven by data with many industries relying on data to conduct business or basic functions within the organization. With the efficiencies that big data bring to all institutions, data is continuously being collected and analyzed. However, data sets may be too complex for traditional data-processing, and therefore, different strategies must evolve to solve the issue. The field of big data works as a valuable tool for many different industries. The Research Anthology on Big Data Analytics, Architectures, and Applications is a complete reference source on big data analytics that offers the latest, innovative architectures and frameworks and explores a variety of applications within various industries. Offering an international perspective, the applications discussed within this anthology feature global representation. Covering topics such as advertising curricula, driven supply chain, and smart cities, this research anthology is ideal for data scientists, data analysts, computer engineers, software engineers, technologists, government officials, managers, CEOs, professors, graduate students, researchers, and academicians.


PATTERN RECOGNITION

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Publisher : MileStone Research Publications
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ISBN 10 : 9789354931376
Pages : 156 pages
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Rating : 4.3/5 (931 users download)


Download PATTERN RECOGNITION by Syed Thouheed Ahmed PDF/Ebook Free clicking on the below button will initiate the downloading process of PATTERN RECOGNITION by Syed Thouheed Ahmed. This book is available in ePub and PDF format with a single click unlimited downloads. 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.


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