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1000 tulosta hakusanalla Anil Kumar

Fuzzy Machine Learning Algorithms for Remote Sensing Image Classification

Fuzzy Machine Learning Algorithms for Remote Sensing Image Classification

Anil Kumar; Priyadarshi Upadhyay; A. Senthil Kumar

CRC Press
2020
sidottu
This book covers the state-of-art image classification methods for discrimination of earth objects from remote sensing satellite data with an emphasis on fuzzy machine learning and deep learning algorithms. Both types of algorithms are described in such details that these can be implemented directly for thematic mapping of multiple-class or specific-class landcover from multispectral optical remote sensing data. These algorithms along with multi-date, multi-sensor remote sensing are capable to monitor specific stage (for e.g., phenology of growing crop) of a particular class also included. With these capabilities fuzzy machine learning algorithms have strong applications in areas like crop insurance, forest fire mapping, stubble burning, post disaster damage mapping etc. It also provides details about the temporal indices database using proposed Class Based Sensor Independent (CBSI) approach supported by practical examples. As well, this book addresses other related algorithms based on distance, kernel based as well as spatial information through Markov Random Field (MRF)/Local convolution methods to handle mixed pixels, non-linearity and noisy pixels. Further, this book covers about techniques for quantiative assessment of soft classified fraction outputs from soft classification and supported by in-house developed tool called sub-pixel multi-spectral image classifier (SMIC). It is aimed at graduate, postgraduate, research scholars and working professionals of different branches such as Geoinformation sciences, Geography, Electrical, Electronics and Computer Sciences etc., working in the fields of earth observation and satellite image processing. Learning algorithms discussed in this book may also be useful in other related fields, for example, in medical imaging. Overall, this book aims to: exclusive focus on using large range of fuzzy classification algorithms for remote sensing images; discuss ANN, CNN, RNN, and hybrid learning classifiers application on remote sensing images; describe sub-pixel multi-spectral image classifier tool (SMIC) to support discussed fuzzy and learning algorithms; explain how to assess soft classified outputs as fraction images using fuzzy error matrix (FERM) and its advance versions with FERM tool, Entropy, Correlation Coefficient, Root Mean Square Error and Receiver Operating Characteristic (ROC) methods and; combines explanation of the algorithms with case studies and practical applications.
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Fuzzy Machine Learning Algorithms for Remote Sensing Image Classification

Fuzzy Machine Learning Algorithms for Remote Sensing Image Classification

Anil Kumar; Priyadarshi Upadhyay; A. Senthil Kumar

TAYLOR FRANCIS LTD
2023
nidottu
This book covers the state-of-art image classification methods for discrimination of earth objects from remote sensing satellite data with an emphasis on fuzzy machine learning and deep learning algorithms. Both types of algorithms are described in such details that these can be implemented directly for thematic mapping of multiple-class or specific-class landcover from multispectral optical remote sensing data. These algorithms along with multi-date, multi-sensor remote sensing are capable to monitor specific stage (for e.g., phenology of growing crop) of a particular class also included. With these capabilities fuzzy machine learning algorithms have strong applications in areas like crop insurance, forest fire mapping, stubble burning, post disaster damage mapping etc. It also provides details about the temporal indices database using proposed Class Based Sensor Independent (CBSI) approach supported by practical examples. As well, this book addresses other related algorithms based on distance, kernel based as well as spatial information through Markov Random Field (MRF)/Local convolution methods to handle mixed pixels, non-linearity and noisy pixels. Further, this book covers about techniques for quantiative assessment of soft classified fraction outputs from soft classification and supported by in-house developed tool called sub-pixel multi-spectral image classifier (SMIC). It is aimed at graduate, postgraduate, research scholars and working professionals of different branches such as Geoinformation sciences, Geography, Electrical, Electronics and Computer Sciences etc., working in the fields of earth observation and satellite image processing. Learning algorithms discussed in this book may also be useful in other related fields, for example, in medical imaging. Overall, this book aims to: exclusive focus on using large range of fuzzy classification algorithms for remote sensing images; discuss ANN, CNN, RNN, and hybrid learning classifiers application on remote sensing images; describe sub-pixel multi-spectral image classifier tool (SMIC) to support discussed fuzzy and learning algorithms; explain how to assess soft classified outputs as fraction images using fuzzy error matrix (FERM) and its advance versions with FERM tool, Entropy, Correlation Coefficient, Root Mean Square Error and Receiver Operating Characteristic (ROC) methods and; combines explanation of the algorithms with case studies and practical applications.
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Energy Management

Energy Management

Anil Kumar; Om Prakash; Prashant Singh Chauhan; Samsher Gautam

TAYLOR FRANCIS LTD
2023
nidottu
Energy Management: Conservation and Audit discusses the energy scenario, including energy conservation, management, and audit, along with the methodology supported by industrial examples. Energy economics of systems has been elaborated with concepts of life cycle assessment and costing, and rate of return. Topics such as energy storage, co-generation, and waste heat recovery to energy efficiency have discussed. The challenges faced in conserving energy sources (steam and electricity) have elaborated along with the improvements in the lighting sector. Further, it covers optimization procedures for the development in the industry related to energy conservation. The researchers, senior undergraduate, and graduate students focused on Energy Management, Sustainable Energy, Renewable Energy, Energy Audits, and Energy Conservation. This book covers current information related to energy management and includes energy audit and review all the leading equipment (boilers, CHP, pumps, heat exchangers) as well as procedural frameworks (energy audits, action planning, monitoring). It includes energy production and management from an industrial perspective, along with highlighting the various processes involved in energy conservation and auditing in various sectors and associated methods. It also explores future energy options and directions for energy security and sustainability.
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Millets

Millets

Anil Kumar Siroha; Sneh Punia; Sukhvinder Singh Purewal; Kawaljit Singh Sandhu

CRC Press
2021
sidottu
Millets are low cost cereal grains and widely used in the food industry and animal husbandry as an important source of food and feed. As a rich source of starch, protein, minerals, vitamins, and specific bioactive compounds that contain beneficial antioxidant properties, they have gained considerable attention as a botanical dietary supplement and various functional foods.Millets: Properties, Processing, and Health Benefits explores millet production, chemistry and nutritional aspects, processing technologies, product formulations, and more. Understanding the properties of millets provides a basis for better utilizing millet crops, in addition to further development of millets as an important industrial crop.Key Features: Provides millet taxonomy, history, nutritional aspects, and health benefits Discusses the physical and functional properties of millets Explores various millet-based products Deals with starch composition, structure, properties, and applications Touches on postharvest management of milletsThis book combines information on the composition, functional properties and processing along with information on the health properties of millets. With its unique presentation on millets flour and starch, it will be suitable for those wanting to use millets in various food products, including food technologists, nutritionists, research scientists, and agriculture professionals.
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Bionanotechnology

Bionanotechnology

Anil Kumar Anal

CRC Press
2020
nidottu
This book deals with a subject of high interest and importance in all sectors, including biomedical, food, agriculture, energy, and environment. Biological systems are essential in nanotechnology, and many new applications are being developed by mimicking the natural systems. Approaching these topics from an engineering perspective, the book offers insight on the details of nanoscale fabrication processes as well as cell biology. The basics of biology and chemistry, with a focus on how to engineer the behavior of molecules at the nanoscale, are also explored and analyzed. The aim of the text is to provide the reader with broader knowledge of biological methods for signal transduction and molecular recognitions systems and how they can be replicated in bio-sensing applications. The reader will learn the basic structures and interactions of biomacromolecules for developing biocompatible and eco-friendly devices.
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Urban Governance and Local Democracy in South India

Urban Governance and Local Democracy in South India

Anil Kumar Vaddiraju

TAYLOR FRANCIS LTD
2023
nidottu
This book examines the issues of urban governance and local democracy in South India. It is the first comprehensive volume that offers comparative frameworks on urban governance across all states in the region: Karnataka, Andhra Pradesh, Telangana, Tamil Nadu and Kerala. The book focuses on governance in small district-level cities and raises crucial questions such as the nature of urban planning, major outstanding issues for urban local governance, conditions of civic amenities such as drinking water and sanitation and problems of social capital in making urban governance work in these states. It emphasizes on both efficient urban governance and effective local democracy to meet the challenges of fast-paced urbanization in these states while presenting policy lessons from their urbanization processes. Rich in empirical data, this book will be useful to scholars and researchers of political studies, public administration, governance, public policy, development studies and urban studies, as well as practitioners and non-governmental organizations.
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Millets

Millets

Anil Kumar Siroha; Sneh Punia; Sukhvinder Singh Purewal; Kawaljit Singh Sandhu

TAYLOR FRANCIS LTD
2024
nidottu
Millets are low cost cereal grains and widely used in the food industry and animal husbandry as an important source of food and feed. As a rich source of starch, protein, minerals, vitamins, and specific bioactive compounds that contain beneficial antioxidant properties, they have gained considerable attention as a botanical dietary supplement and various functional foods.Millets: Properties, Processing, and Health Benefits explores millet production, chemistry and nutritional aspects, processing technologies, product formulations, and more. Understanding the properties of millets provides a basis for better utilizing millet crops, in addition to further development of millets as an important industrial crop.Key Features: Provides millet taxonomy, history, nutritional aspects, and health benefits Discusses the physical and functional properties of millets Explores various millet-based products Deals with starch composition, structure, properties, and applications Touches on postharvest management of milletsThis book combines information on the composition, functional properties and processing along with information on the health properties of millets. With its unique presentation on millets flour and starch, it will be suitable for those wanting to use millets in various food products, including food technologists, nutritionists, research scientists, and agriculture professionals.
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Natural Gas in India

Natural Gas in India

Anil Kumar Jain

TAYLOR FRANCIS LTD
2022
sidottu
This book provides a detailed discussion on India’s energy mix including descriptive use of the Shannon Wiener diversity index for numerically comparing India’s diversity in energy supply with other leading energy-consuming countries. The likely supply scenarios of both domestic and imported gas, and price competitiveness with competing fuels in differing consuming sectors, have also been presented. Overall, it covers energy systems, a comparison of the Indian natural gas economy with other countries and a scenario-based analysis of gas demand in India in 2030.Features:Presents a well-structured and robust thesis on the challenges and opportunities for natural gas in India’s energy futureDraws upon key insights, lessons and ways forward from the gas sector reform processAddresses the energy transition scenario towards net zeroIncludes comparative analysis of India’s diversity of commercial primary energy supplyUses granular data and visual representations of the same to convey the key argumentsThis book is aimed at oil and gas industry stakeholders including professionals, business executives, techno-managerial personnel and students in chemical engineering.
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Natural Gas in India

Natural Gas in India

Anil Kumar Jain

TAYLOR FRANCIS LTD
2025
nidottu
This book provides a detailed discussion on India’s energy mix including descriptive use of the Shannon Wiener diversity index for numerically comparing India’s diversity in energy supply with other leading energy-consuming countries. The likely supply scenarios of both domestic and imported gas, and price competitiveness with competing fuels in differing consuming sectors, have also been presented. Overall, it covers energy systems, a comparison of the Indian natural gas economy with other countries and a scenario-based analysis of gas demand in India in 2030.Features:Presents a well-structured and robust thesis on the challenges and opportunities for natural gas in India’s energy futureDraws upon key insights, lessons and ways forward from the gas sector reform processAddresses the energy transition scenario towards net zeroIncludes comparative analysis of India’s diversity of commercial primary energy supplyUses granular data and visual representations of the same to convey the key argumentsThis book is aimed at oil and gas industry stakeholders including professionals, business executives, techno-managerial personnel and students in chemical engineering.
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Multi-Sensor and Multi-Temporal Remote Sensing

Multi-Sensor and Multi-Temporal Remote Sensing

Anil Kumar; Priyadarshi Upadhyay; Uttara Singh

TAYLOR FRANCIS LTD
2023
sidottu
This book elaborates fuzzy machine and deep learning models for single class mapping from multi-sensor, multi-temporal remote sensing images while handling mixed pixels and noise. It also covers the ways of pre-processing and spectral dimensionality reduction of temporal data. Further, it discusses the ‘individual sample as mean’ training approach to handle heterogeneity within a class. The appendix section of the book includes case studies such as mapping crop type, forest species, and stubble burnt paddy fields.Key features:Focuses on use of multi-sensor, multi-temporal data while handling spectral overlap between classesDiscusses range of fuzzy/deep learning models capable to extract specific single class and separates noiseDescribes pre-processing while using spectral, textural, CBSI indices, and back scatter coefficient/Radar Vegetation Index (RVI) Discusses the role of training data to handle the heterogeneity within a classSupports multi-sensor and multi-temporal data processing through in-house SMIC softwareIncludes case studies and practical applications for single class mappingThis book is intended for graduate/postgraduate students, research scholars, and professionals working in environmental, geography, computer sciences, remote sensing, geoinformatics, forestry, agriculture, post-disaster, urban transition studies, and other related areas.
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Multi-Sensor and Multi-Temporal Remote Sensing

Multi-Sensor and Multi-Temporal Remote Sensing

Anil Kumar; Priyadarshi Upadhyay; Uttara Singh

TAYLOR FRANCIS LTD
2025
nidottu
This book elaborates fuzzy machine and deep learning models for single class mapping from multi-sensor, multi-temporal remote sensing images while handling mixed pixels and noise. It also covers the ways of pre-processing and spectral dimensionality reduction of temporal data. Further, it discusses the ‘individual sample as mean’ training approach to handle heterogeneity within a class. The appendix section of the book includes case studies such as mapping crop type, forest species, and stubble burnt paddy fields.Key features:Focuses on use of multi-sensor, multi-temporal data while handling spectral overlap between classesDiscusses range of fuzzy/deep learning models capable to extract specific single class and separates noiseDescribes pre-processing while using spectral, textural, CBSI indices, and back scatter coefficient/Radar Vegetation Index (RVI) Discusses the role of training data to handle the heterogeneity within a classSupports multi-sensor and multi-temporal data processing through in-house SMIC softwareIncludes case studies and practical applications for single class mappingThis book is intended for graduate/postgraduate students, research scholars, and professionals working in environmental, geography, computer sciences, remote sensing, geoinformatics, forestry, agriculture, post-disaster, urban transition studies, and other related areas.
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Maritime Power and China's Grand Strategy

Maritime Power and China's Grand Strategy

Anil Kumar Chawla

TAYLOR FRANCIS LTD
2024
sidottu
This book examines the role of maritime power in the ‘Chinese Dream’ of becoming the pre-eminent global power by 2049, a century after the establishment of the People’s Republic of China (PRC). The book argues that China seeks to use its maritime power as part of its quest to attain Great Power status by employing it to these areas: provide deterrence in the maritime domain; assure availability of resources; protecting its sea lines of communication; and in the economic domination of specific developing countries in Asia, Africa, Oceania and South America. Based on a careful examination of primary sources, especially China’s defence white papers and essential works on the topic by prominent Chinese military analysts and institutions, the author systematically unpacks interpretations and analysis of China’s evolving concepts of maritime power. The book traces China’s development and use of maritime power over its long-recorded history, especially from the time it became the People’s Republic of China (1950) to the present (2024) and links the country's maritime past with the present. A comprehensive and detailed study of the evolution of Chinese concepts of maritime power and how it forms an important part of the rejuvenation of the nation and the projection of China as a global power by mid-century, this book will be of interest to researchers studying Asian and Chinese Studies, Military Studies and policy makers at think tanks and government agencies.
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Separation of Heavy Metals

Separation of Heavy Metals

Anil Kumar De

Literary Licensing, LLC
2013
sidottu
""Separation of Heavy Metals"" by Anil Kumar De is a comprehensive guide to the separation techniques of heavy metals. The book covers the principles and applications of various separation techniques such as solvent extraction, ion exchange, adsorption, precipitation, and membrane separation. It also discusses the factors that affect the separation process such as pH, temperature, and concentration of the metal ions.The book begins with an introduction to heavy metals and their impact on the environment and human health. It then delves into the various separation techniques in detail, providing a step-by-step guide to each process. The author also includes case studies and examples to illustrate the practical applications of these techniques.The book is aimed at researchers, students, and professionals in the fields of chemistry, environmental science, and engineering. It provides a valuable resource for those seeking to understand the separation techniques of heavy metals and their applications in various industries. Overall, ""Separation of Heavy Metals"" is a must-read for anyone interested in environmental remediation and pollution control.This scarce antiquarian book is a facsimile reprint of the old original and may contain some imperfections such as library marks and notations. Because we believe this work is culturally important, we have made it available as part of our commitment for protecting, preserving, and promoting the world's literature in affordable, high quality, modern editions, that are true to their original work.
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Bionanotechnology

Bionanotechnology

Anil Kumar Anal

CRC Press Inc
2018
sidottu
This book deals with a subject of high interest and importance in all sectors, including biomedical, food, agriculture, energy, and environment. Biological systems are essential in nanotechnology, and many new applications are being developed by mimicking the natural systems. Approaching these topics from an engineering perspective, the book offers insight on the details of nanoscale fabrication processes as well as cell biology. The basics of biology and chemistry, with a focus on how to engineer the behavior of molecules at the nanoscale, are also explored and analyzed. The aim of the text is to provide the reader with broader knowledge of biological methods for signal transduction and molecular recognitions systems and how they can be replicated in bio-sensing applications. The reader will learn the basic structures and interactions of biomacromolecules for developing biocompatible and eco-friendly devices.
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Connecting the Internet of Things

Connecting the Internet of Things

Anil Kumar; Jafer Hussain; Anthony Chun

APRESS
2023
nidottu
Navigating the fragmented IoT connectivity ecosystem of standards, protocols, and architectures can be a challenge. Not to mention scaling a solution to a viable product. This book guides you through this fractured landscape with real world examples and projects that can be leverage for an IoT product. Backed by an overview of IoT use cases and key connectivity elements of IoT solutions, you'll gain an understanding of the breadth of the IoT landscape and the fragmentation of connectivity standards and solutions and the challenge in navigating the many standards and technologies. You'll also be able to understand the essentials of connectivity including, hardware, software, and business models. ?IoT is essential for increasing productivity of many industries and quality of life (making the world smart and autonomous). Both wired and wireless connectivity technologies are essential ingredients in an IoT product. Writtenby Intel engineers and architects, Connecting the Internet of Things understands that connectivity is a key topic of IoT and comprehensively covers the topic from a system engineering and practical perspective.What You'll LearnUnderstand the trade offs between different wireless technologies and network topologiesUse wireless technologies in IoT productsExamine connectivity technologies and considerations on selecting it for the IoT use casesAssemble all of the components of a working solution Scale your solution to a productReview emerging connectivity technologies for addressing new use casesAdvance and optimize the performance of existing technologiesWho This Book Is ForResearchers, managers, strategists, technologists, makers, and students in the embedded and Internet of Things (IoT) space trying to understand and implement connectivity in the devices/platforms.
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Fundamentals of Polymer Engineering, Third Edition

Fundamentals of Polymer Engineering, Third Edition

Anil Kumar; Rakesh K. Gupta

Productivity Press
2018
sidottu
Exploring the chemistry of synthesis, mechanisms of polymerization, reaction engineering of step-growth and chain-growth polymerization, polymer characterization, thermodynamics and structural, mechanical, thermal and transport behavior of polymers as melts, solutions and solids, Fundamentals of Polymer Engineering, Third Edition covers essential concepts and breakthroughs in reactor design and polymer production and processing. It contains modern theories and real-world examples for a clear understanding of polymer function and development. This fully updated edition addresses new materials, applications, processing techniques, and interpretations of data in the field of polymer science. It discusses the conversion of biomass and coal to plastics and fuels, the use of porous polymers and membranes for water purification, and the use of polymeric membranes in fuel cells. Recent developments are brought to light in detail, and there are new sections on the improvement of barrier properties of polymers, constitutive equations for polymer melts, additive manufacturing and polymer recycling. This textbook is aimed at senior undergraduate students and first year graduate students in polymer engineering and science courses, as well as professional engineers, scientists, and chemists. Examples and problems are included at the end of each chapter for concept reinforcement.
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Genetic Engineering

Genetic Engineering

Anil Kumar; Neha Garg

Nova Science Publishers Inc
2006
sidottu
This book has a distinguishing feature of having condensed material with adequate information on genetic engineering especially of the microbes. The book covers almost all the topics of genetic engineering for the graduate, postgraduate students and young research scholars of biological sciences. The book is written as per syllabus of genetic engineering paper for Masters course in biotechnology, biochemistry, life sciences of most of the universities. The book is much useful for the students of Masters degree. Emphasis is given on the basic fundamentals. The book contains twelve chapters starting from ' Isolation, purification and estimation of nucleic acids' as chapter 1. The chapter describes general techniques for the isolation and purification of DNA as well as RNA. It also describes methods for quantitative estimation of the nucleic acids. The second chapter describes general characteristics of the vectors used in genetic engineering and also the general account of commonly used individual vectors. The chapter also describes expression vectors. The third chapter describes various commonly used restriction endonucleases. The fourth chapter describes commonly used enzymes in genetic engineering viz. Reverse transcriptase, DNA polymerase I, polynucleotide kinase, teminal dcoxynucleotidyl transferase, alkaline phosphatase, SI nuclease, DNA ligase etc. The fifth chapter describes electrophoresis for the separation of nucleic acids fragments. The sixth chapter is of cloning strategies. It describes construction of genomic DNA library , chromosomal walking, cDNA library, cDNA cloning. The seventh chapter describes DNA sequencing techniques and includes chemical modification method of Maxam and Gilbert, dideoxy sequencing method of Sanger, modifications of chain terminator sequencing, analysis of the sequencing data. The eighth chapter includes various methods of site directed mutagenesis. The ninth chapter describes polymerase chain reaction (PCR). It also includes primer designing and various types of polymerase chain reactions viz. reverse transcriptase polymerase chain reaction (RT-PCR), nested PCR, multiplex PCR etc. Besides, there are chapters 10, 11 and 12 on gene therapy, human genome and proteomics. At the end, glossary has been put which explains main terms used in genetic engineering. One of the important factor introduced in the book is the chapter structure given in the beginning of each chapter that provides, at a glance, the contents of the whole chapter which offers a better learning mechanism. Each chapter is also presented with an introduction that covers the concept of the whole chapter in brief and offers clear understanding of the subject matter to the students. The author on the basis of his experience in teaching genetic engineering at the university level for more than a decade has offered the text in an easily understandable form to the postgraduate students. The book should be of invaluable help to the students, researchers and all those interested in understanding genetic engineering.
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