This is the first book primarily dedicated to clustering using multiobjective genetic algorithms with extensive real-life applications in data mining and bioinformatics. The authors first offer detailed introductions to the relevant techniques – genetic algorithms, multiobjective optimization, soft computing, data mining and bioinformatics. They then demonstrate systematic applications of these techniques to real-world problems in the areas of data mining, bioinformatics and geoscience. The authors offer detailed theoretical and statistical notes, guides to future research, and chapter summaries. The book can be used as a textbook and as a reference book by graduate students and academic and industrial researchers in the areas of soft computing, data mining, bioinformatics and geoscience.
With increased climate variability, aggravated natural hazards in the form of extreme events are affecting the lives and livelihoods of many people. This work serves as a basis for formulating a ‘preparedness plan’ to ensure the effective policy formulation for planned development. Increased demand and competition with a high degree of variability have forced people to struggle in order to prosper. Good governance and innovative policy formulation are necessary to create a resilient society. This may promote a paradigm shift in the mindset on and perceptions of natural hazards and their impacts on development and growth. This new perspective will make people more concerned about minimizing the loss of life, property, and environmental damage and directly safeguard the development process. This book presents a detailed methodological approach to monitoring meteorological, hydrological, and climate change aspects to help resolve issues related to our environment, resources, and economies in the changing climate situation.
This volume focuses on the wealth of existing literature on physical metallurgy, and deals with materials in different states of order and the process of order evolution. It is a valuable reference by students and researchers in the field of materials science and metallurgy.
This Book Is A Study Of The Pre-Colonial And Transitional Phase Of India'S Monetary And Commerical History, With Special Reference To Bengal, And Brings Into Focus The Changes That Were Brought About By The Colonial Rule. It Emphasises That There Were Considerable Elements Of Conflict In The Process Of Transition, The Author Argues, Is The Disappearance Of The Humble Currency Media And The Eclipse Of The Autonomy Of The Rural Economy, Reasons For Which Need To Be Carefully Examined.
Attempts have been made in this study to present an over-all profile of the Scheduled Castes from different dimensions i.e., facts, figures and their interpretations, the policy of segregation of a sizable section of Indian population on the basis of caste.
New Frontiers of Cardiovascular Screening using Unobtrusive Sensors, AI, and IoT provides insights into real-world problems in cardiovascular disease screening that can be addressed via AI, IoT and wearable based sensing. Non-Communicable Diseases (NCD) are surpassing CDS and emerging as the foremost cause of death. Hence, early screening of CVDs using wearable and other similar sensors is an extremely important global problem to solve. The digital health field is constantly changing, and this book provides a review of recent technology developments, offering unique coverage of processing time series physiological sensor data. The authors have developed this book with graduate and post graduate students in mind, making sure they provide an accessible entry point into the field. This book is particularly useful for engineers and computer scientists who want to build technologies that work in real world scenarios as it provides a practitioner's view/insights /tricks of the trade. Finally, this book helps researchers working on this important problem to quickly ramp up their knowledge and research to the state-of-the-art. - Maps digital health technology to real diseases that are relevant to the medical community - Supported with patient data and case studies - Gives practitioners insights into the real-world implementation of signal conditioning, signal processing and machine learning
Today’s India is bold and ambitious, seeing eye-to-eye with the Global North. It is a nation that has big dreams and works hard to achieve those dreams. This volume is a tribute to the India that has traversed a long way over the last 75 years and aspires to reach even greater milestones. It is also a tribute to the millennial India that understands its priorities for the next 25 years and is gearing up to face and overcome its challenges. Azadi Ka Amrit Mahotsav is the government’s initiative to celebrate and commemorate 75 years of India’s independence and the glorious history of its people, cultures, and achievements. Yet, it is not merely a celebration of the India of yore, but of the aspirational and ambitious India of the present and future. It is in this context that this compendium discusses the 10 policies that will shape the future sustainable India. During the 2021 Independence Day celebration, Prime Minister Narendra Modi used the term Amrit Kaal to delineate India’s development pathway over the next 25 years. “The fulfilment of our resolutions in this Amrit period will take us to the hundredth anniversary of Indian independence with pride,” he stated.[1] This compendium, Amrit Mahotsav: 10 Policies Shaping a Sustainable India, aims to celebrate the 75 years of Indian independence (the Amrit Mahotsav) and is a tribute to the India that will traverse the next 25 years of its development armed with crucial policies that will address enduring challenges and shape a more sustainable future for the country and its people.
This book presents a comprehensive overview of the basics of Hindustani music and the associated signal analysis and technological developments. It begins with an in-depth introduction to musical signal analysis and its current applications, and then moves on to a detailed discussion of the features involved in understanding the musical meaning of the signal in the context of Hindustani music. The components consist of tones, shruti, scales, pitch duration and stability, raga, gharana and musical instruments. The book covers the various technological developments in this field, supplemented with a number of case studies and their analysis. The book offers new music researchers essential insights into the use the automatic concept for finding and testing the musical features for their applications. Intended primarily for postgraduate and PhD students working in the area of scientific research on Hindustani music, as well as other genres where the concepts are applicable, it is also a valuable resource for professionals and researchers in musical signal processing.
This is the first book primarily dedicated to clustering using multiobjective genetic algorithms with extensive real-life applications in data mining and bioinformatics. The authors first offer detailed introductions to the relevant techniques – genetic algorithms, multiobjective optimization, soft computing, data mining and bioinformatics. They then demonstrate systematic applications of these techniques to real-world problems in the areas of data mining, bioinformatics and geoscience. The authors offer detailed theoretical and statistical notes, guides to future research, and chapter summaries. The book can be used as a textbook and as a reference book by graduate students and academic and industrial researchers in the areas of soft computing, data mining, bioinformatics and geoscience.
With increased climate variability, aggravated natural hazards in the form of extreme events are affecting the lives and livelihoods of many people. This work serves as a basis for formulating a ‘preparedness plan’ to ensure the effective policy formulation for planned development. Increased demand and competition with a high degree of variability have forced people to struggle in order to prosper. Good governance and innovative policy formulation are necessary to create a resilient society. This may promote a paradigm shift in the mindset on and perceptions of natural hazards and their impacts on development and growth. This new perspective will make people more concerned about minimizing the loss of life, property, and environmental damage and directly safeguard the development process. This book presents a detailed methodological approach to monitoring meteorological, hydrological, and climate change aspects to help resolve issues related to our environment, resources, and economies in the changing climate situation.
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