Biological Network Analysis: Trends, Approaches, Graph Theory, and Algorithms considers three major biological networks, including Gene Regulatory Networks (GRN), Protein-Protein Interaction Networks (PPIN), and Human Brain Connectomes. The book's authors discuss various graph theoretic and data analytics approaches used to analyze these networks with respect to available tools, technologies, standards, algorithms and databases for generating, representing and analyzing graphical data. As a wide variety of algorithms have been developed to analyze and compare networks, this book is a timely resource.
Fundamentals of Data Science: Theory and Practice presents basic and advanced concepts in data science along with real-life applications. The book provides students, researchers and professionals at different levels a good understanding of the concepts of data science, machine learning, data mining and analytics. Users will find the authors' research experiences and achievements in data science applications, along with in-depth discussions on topics that are essential for data science projects, including pre-processing, that is carried out before applying predictive and descriptive data analysis tasks and proximity measures for numeric, categorical and mixed-type data. The book's authors include a systematic presentation of many predictive and descriptive learning algorithms, including recent developments that have successfully handled large datasets with high accuracy. In addition, a number of descriptive learning tasks are included. - Presents the foundational concepts of data science along with advanced concepts and real-life applications for applied learning - Includes coverage of a number of key topics such as data quality and pre-processing, proximity and validation, predictive data science, descriptive data science, ensemble learning, association rule mining, Big Data analytics, as well as incremental and distributed learning - Provides updates on key applications of data science techniques in areas such as Computational Biology, Network Intrusion Detection, Natural Language Processing, Software Clone Detection, Financial Data Analysis, and Scientific Time Series Data Analysis - Covers computer program code for implementing descriptive and predictive algorithms
Given the recent emergence of China and India as economic powers, trade and economic engagement within the Asia Pacific region has become a significant area of interest to many policy-makers, academics and the general public. As international trade has been increasing among the countries in the region, many have decided to explore possibilities to introduce free trade through negotiating Free Trade Agreements (FTAs) due to its many advantages. This book comprehensively covers the existing economic cooperation arrangements in the region as well as those that are at various stages of study and negotiations.
After winning India's biggest quiz show, Ram Mohammad Thomas is put in jail as authorities question how a poor orphan who has never gone to school could win such a contest.
Arrested for unbelievably answering all twelve questions on the Indian game show "Who Will Win a Billion?" semi-literate waiter Ram Mohammad Thomas explains to his lawyer how he knew the answer to each question due to events in his personal life, from a past meeting with a zealous Australian army colonel to his tour guide job at the Taj Mahal. A first novel. Reprint. 25,000 first printing.
This book analyzes energy and reliability as major challenges faced by designers of computing frameworks in the nanometer technology regime. The authors describe the existing solutions to address these challenges and then reveal a new reconfigurable computing platform, which leverages high-density nanoscale memory for both data storage and computation to maximize the energy-efficiency and reliability. The energy and reliability benefits of this new paradigm are illustrated and the design challenges are discussed. Various hardware and software aspects of this exciting computing paradigm are described, particularly with respect to hardware-software co-designed frameworks, where the hardware unit can be reconfigured to mimic diverse application behavior. Finally, the energy-efficiency of the paradigm described is compared with other, well-known reconfigurable computing platforms.
In The Spirit Shaped Church, Swarup Bar argues that the church is defined by its relationship with others. A relational church depends on the porousness of its borders, which means that, while a church has its distinctiveness, it ought to be open to negotiate relational engagements with the world around it. This sort of relationally distinct, permeable church is found to be possible through the leading of the Spirit and the work of Christ. Such engagement is found to be relevant in a plural, religio-cultural context and in situations of marginalization in India. The Spirit Shaped Church reflects an ongoing commitment on the part of Fortress Press to engage the needs of Christian communities around the world. The book is aimed at teachers, clergy, students, and anyone with an interest in the lived experience of Christians in India.
The Asia-Pacific region has emerged as a dominant player in trade and will continue to be an influential pole of world trade and economics, with the center of gravity shifting to this region. This book presents analytical insights into the various regional and bilateral trade agreements (RTAs) and their beneficial effects on bilateral trade and development. It provides an incisive analysis and a roundup of all major RTAs and also presents an overview of all major agreements between the countries involved, which might propel their trade flows and influence future economic engagements. The book in a novel way also discusses possible obstacles that are encountered during the implementation of RTAs and circumvention routes, once those taken into account could ensure the successful execution of the agreements. The book dwells on the issue of regionalism and multilateralism with reference to General Agreements on Trade and Tariffs and World Trade Organisation, which have revolutionized the trade dynamics by opening up new areas of trade-rules and formulating specific policy guidelines for the member countries to adhere to during trade negotiations. The book also provides new insights into some of the issues of negotiations such as sensitive lists, trade and investment cooperation, including trade in services, rules of origin, non-tariff barriers, anti-dumping etc. The book also focuses on policy instruments that could convert trade gains to development gains. The existing economic cooperation arrangements in the region as well as those that are at various stages of study and negotiations, empirical insights and policy suggestions are elucidated in detail.
Hardware Security: A Hands-On Learning Approach provides a broad, comprehensive and practical overview of hardware security that encompasses all levels of the electronic hardware infrastructure. It covers basic concepts like advanced attack techniques and countermeasures that are illustrated through theory, case studies and well-designed, hands-on laboratory exercises for each key concept. The book is ideal as a textbook for upper-level undergraduate students studying computer engineering, computer science, electrical engineering, and biomedical engineering, but is also a handy reference for graduate students, researchers and industry professionals. For academic courses, the book contains a robust suite of teaching ancillaries. Users will be able to access schematic, layout and design files for a printed circuit board for hardware hacking (i.e. the HaHa board) that can be used by instructors to fabricate boards, a suite of videos that demonstrate different hardware vulnerabilities, hardware attacks and countermeasures, and a detailed description and user manual for companion materials. - Provides a thorough overview of computer hardware, including the fundamentals of computer systems and the implications of security risks - Includes discussion of the liability, safety and privacy implications of hardware and software security and interaction - Gives insights on a wide range of security, trust issues and emerging attacks and protection mechanisms in the electronic hardware lifecycle, from design, fabrication, test, and distribution, straight through to supply chain and deployment in the field - A full range of instructor and student support materials can be found on the authors' own website for the book: http://hwsecuritybook.org
Cooperatives in India make up one of the largest rural financial systems in the world. This book deals with the traditional banking system in the developing economy of India and its evolution over time. It shows that cooperatives occupy an important place in India’s financial edifice as they play a key role in the multi-agency framework for rural credit delivery.
This book addresses the human civilizational ethos and explores the concept of the nonkilling paradigm concerning human dignity, human rights, affirmative nonkilling, positive peace and the advancement of human existence. It focuses on the complex question of how to mitigate the prevalent lethal actions and lay out a roadmap for a large-scale transformation of global society into a nonkilling one. It examines the lives of charismatic socio-political leaders who have played a vital role in achieving revolutions in their respective contexts and societies, and studies these revolutions from a nonkilling perspective, investigating the number of human lives lost, both during and after the revolution, due to deliberate actions on the part of leaders. In closing, it assesses the global status quo and current trends and presents a Global Nonkilling Index to record deliberate killings around the world. The book is a significant addition to the literature, specifically in the field of reinterpreting Gandhian concepts in the light of contemporary needs. Given its scope, the book is of immense value to researchers and practitioners in the areas of political science, philosophy, sociology & peace studies. Moreover, it is a must-read for everyone interested in promoting global nonviolence, nonkilling & peace.
This book provides a design and development perspective MPC for micro-grid control, emphasizing step-by-step conversion of a nonlinear MPC to linear MPC preserving critical aspects of nonlinear MPC. The book discusses centralized and decentralized MPC control algorithms for a generic modern-day micro-grid consisting of vital essential constituents. It starts with the nonlinear MPC formulation for micro-grids. It also moves towards the linear time-invariant and linear time-variant approximations of the MPC for micro-grid control. The contents also discuss how the application of orthonormal special functions can improve computational complexity of MPC algorithms. It also highlights various auxiliary requirements like state estimator, disturbance compensator for robustness, selective harmonic eliminator for eliminating harmonics in the micro-grid, etc. These additional requirements are crucial for the successful online implementation of the MPC. In the end, the book shows how a well-designed MPC is superior in performance compared to the conventional micro-grid primary controllers discussed above. The key topics discussed in this book include – the detailed modeling of micro-grid components; operational modes in micro-grid and their control objectives; conventional micro-grid primary controllers; the importance of MPC as a micro-grid primary controller; understanding of MPC operation; nonlinear MPC formulation; linear approximations of MPC; application of special functions in the MPC formulation; and other online requirements for the MPC implementation. The examples in the book are available both from a calculation point of view and as MATLAB codes. This helps the students get acquainted with the subject first and then allows them to implement the subject they learn in software for further understanding and research.
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