R.K. Kamat's Books

Educational Data Mining with R and Rattle

By: R.S. Kamath,R.K. Kamat

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Educational Data Mining with R and Rattle

By: R.S. Kamath,R.K. Kamat

Educational Data Mining (EDM) is one of the emerging fields in the pedagogy and andragogy paradigm, it concerns the techniques which research data coming from the educational domain. EDM is a promising discipline which has an imperative impact on predicting students' academic performance. It includes the transformation of existing, and the innovation of new approaches derived from multidisciplinary spheres of influence such as statistics, machine learning, psychometrics, scientific computing etc.An archetype that is covered in this book is that of learning by example. The intention is that reader will easily be able to replicate the given examples and then adapt them to suit their own needs of teaching-learning. The content of the book is based on the research work undertaken by the authors on the theme "Mining of Educational Data for the Analysis and Prediction of Students' Academic Performance". The basic know-how presented in this book can be treated as guide for educational data mining implementation using R and Rattle open source data mining tools. .Technical topics discussed in the book include:• Emerging Research Directions in Educational Data Mining• Design Aspects and Developmental Framework of the System• Model Development - Building Classifiers• Educational Data Analysis: Clustering Approach

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Page Count

127

Publisher

CRC Press

Published Date

ISBN 10

100079363X

ISBN 13

9781000793635

Plant Pathology in India

By: S.S. Chahal,R.K. Khetarpal,T.S. Thind

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Plant Pathology in India

By: S.S. Chahal,R.K. Khetarpal,T.S. Thind

The book makes a modest attempt to highlight the major achievements. The first chapter highlights the status of plant pathology in India before 1905 and sets the stage for an overview of the developments made in the last 100 years. Chapters on significant achievements and current status of knowledge has been contributed by leading experts on mycology, bacteriology, virology and nematology, and also on epidemiological research, fungicide research, biological control, host plant resistance against pathogens and on the application of biotechnological approaches for management of plant diseases. This covered the major broad areas of research in plant pathology. Besides, non conventional chapters encompassing the areas of international co-operation, policy issues and uncommon opportunities are also included along with the role of professional societies of plant pathology in India. Though the volume by no way is a complete account of the vast ocean of information available on various aspects of the subject, it is anticipated that the diverse areas covered in this volume will serve as a roadmap for the younger generation of plant pathologists and policy makers alike who have greater challenges ahead to resolve the pathological problems for augmenting production, ensuring bio-security and facilitating trade in under the changing global trade regime.

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Page Count

463

Publisher

Scientific Publishers

Published Date

ISBN 10

938817237X

ISBN 13

9789388172370

Educational Data Mining with R and Rattle

By: R. S. Kamath,R. K. Kamat

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Educational Data Mining with R and Rattle

By: R. S. Kamath,R. K. Kamat

It includes the transformation of existing, and the innovation of new approaches derived from multidisciplinary spheres of influence such as statistics, machine learning, psychometrics, scientific computing etc.An archetype that is covered in this book is that of learning by example.

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127

Publisher

River Publishers

Published Date

ISBN 10

8793379315

ISBN 13

9788793379312

'C' Programming in an Open Source Paradigm

By: K. S. Oza,S. R. Patil,R. K. Kamat

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'C' Programming in an Open Source Paradigm

By: K. S. Oza,S. R. Patil,R. K. Kamat

Over the period of last few decades, the ‘C’ language has become an icon for computer programmers. The field of computer science has undergone tremendous change, and the rate of obsolescence of concepts, programming platforms, tools and utilities is extremely high. However, in spite of such vast changes, the only thing that has retained its stability is the ‘C’ language. Even today, millions of students, hobbyists and professional programmers enjoy the sturdiness, reliability and user friendliness of the ‘C’ language. Today ‘C’ enjoys the undisputable recognition in the computing paradigm for diversified applications, from the basic programming, microcontrollers, and spreadsheets to system programming. In this book, most of the usual theoretical features have been skipped, for these have been widely published in previous books. Rather than introducing the underpinning theory, the authors approach has been “learning-through-doing”, which is one that often appeals to programmers. Theory is followed by practical implementation, and in this way the book will cover programming aspects in a self-tutor manner providing an excellent overview, from basic to advance programming. Topics discussed include: • GCC interface• First time ‘C’ User• Decision and looping structures• Arrays and pointers• Functions, structures and union• Linear data structures

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Page Count

187

Publisher

CRC Press

Published Date

ISBN 10

1000794598

ISBN 13

9781000794595

Web Mining

A Synergic Approach Resorting to Classifications and Clustering

By: V.S. Kumbhar,K. S. Oza,R.K. Kamat

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Web Mining

A Synergic Approach Resorting to Classifications and Clustering

By: V.S. Kumbhar,K. S. Oza,R.K. Kamat

Web mining is the application of data mining strategies to excerpt learning from web information, i.e. web content, web structure, and web usage data. With the emergence of the web as the predominant and converging platform for communication, business and scholastic information dissemination, especially in the last five years, there are ever increasing research groups working on different aspects of web mining mainly in three directions. These are: mining of web content, web structure and web usage. In this context there are good number of frameworks and benchmarks related to the metrics of the websites which is certainly weighty for B2B, B2C and in general in any e-commerce paradigm. Owing to the popularity of this topic there are few books in the market, dealing more on such performance metrics and other related issues. This book, however, omits all such routine topics and lays more emphasis on the classification and clustering aspects of the websites in order to come out with the true perception of the websites in light of its usability.In nutshell, Web Mining: A Synergic Approach Resorting to Classifications and Clustering showcases an effective methodology for classification and clustering of web sites from their usability point of view. While the clustering and classification is accomplished by using an open source tool WEKA, the basic dataset for the selected websites has been emanated by using a free tool site-analyzer. As a case study, several commercial websites have been analyzed. The dataset preparation using site-analyzer and classification through WEKA by embedding different algorithms is one of the unique selling points of this book. This text projects a complete spectrum of web mining from its very inception through data mining and takes the reader up to the application level. Salient features of the book include: Literature review of research work in the area of web miningBusiness websites domain researched, and data collected using site-analyzer toolAccessibility, design, text, multimedia, and networking are assessedDatasets are filtered further by selecting vital attributes which are Search Engine Optimized for processing using the Weka attributed toolDataset with labels have been classified using J48, RBFNetwork, NaïveBayes, and SMO techniques using WekaA comparative analysis of all classifiers is reportedCommercial applications for improving website performance based on SEO is given

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Page Count

142

Publisher

CRC Press

Published Date

ISBN 10

1000792676

ISBN 13

9781000792676

Book's by R.K. Kamat

Educational Data Mining with R and Rattle

Educational Data Mining with R and Rattle

Plant Pathology in India

Plant Pathology in India

Educational Data Mining with R and Rattle

Educational Data Mining with R and Rattle

'C' Programming in an Open Source Paradigm

'C' Programming in an Open Source Paradigm

Web Mining

Web Mining

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