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Machine Learning with SVM and Other Kernel Methods
  • Language: en
  • Pages: 495

Machine Learning with SVM and Other Kernel Methods

Support vector machines (SVMs) represent a breakthrough in the theory of learning systems. It is a new generation of learning algorithms based on recent advances in statistical learning theory. Designed for the undergraduate students of computer science and engineering, this book provides a comprehensive introduction to the state-of-the-art algorithm and techniques in this field. It covers most of the well known algorithms supplemented with code and data. One Class, Multiclass and hierarchical SVMs are included which will help the students to solve any pattern classification problems with ease and that too in Excel. KEY FEATURES  Extensive coverage of Lagrangian duality and iterative meth...

DATA MINING
  • Language: en
  • Pages: 419

DATA MINING

Data Mining is an emerging technology that has made its way into science, engineering, commerce and industry as many existing inference methods are obsolete for dealing with massive datasets that get accumulated in data warehouses. This comprehensive and up-to-date text aims at providing the reader with sufficient information about data mining methods and algorithms so that they can make use of these methods for solving real-world problems. The authors have taken care to include most of the widely used methods in data mining with simple examples so as to make the text ideal for classroom learning. To make the theory more comprehensible to the students, many illustrations have been used, and ...

Energy Efficiency Matters
  • Language: en
  • Pages: 92

Energy Efficiency Matters

Would you like to reduce your monthly electricity bill? Help reduce power outages in your neighbourhood? Improve air quality in your city? And all while making a measurable impact in slowing global warming and climate change? If you answered ‘Yes’ to any of these questions, this book is for you. Energy Efficiency Matters gives concerned citizens like you an overview of how your electricity bills are calculated as well as practical guidelines and clear directions for practising energy efficiency at home. The easily-implementable practices for mindful and responsible electricity consumption in daily life can significantly reduce your household’s energy costs as well as the impact of harm...

Law relating to disciplinary proceedings in industries
  • Language: en
  • Pages: 376
Understanding Mathematics – 8
  • Language: en
  • Pages: 392

Understanding Mathematics – 8

Understanding Mathematics is a carefully written series of mathematics to help students encourage the study of mathematics in the best interactive form. It contains ample practice material, attractive illustrations and real-life examples for the students to relate the topics with their everyday life. Special care has been taken while teaching topics like geometry and probability to the students. Keeping in mind the development status and comprehension level of students, the text has been presented in a well graded manner.

Machine Learning Empowered: Exploring IoT Applications
  • Language: en
  • Pages: 199

Machine Learning Empowered: Exploring IoT Applications

Dr. Ajay N.Upadhyaya, Associate Professor, Department of Computer Engineering, SAL Engineering & Technical Institute, SAL Education, Near Science City, Ahmedabad, Gujarat, India. Mr.Pulicherla Siva Prasad, Assistant Professor, Department of Computer Science Engineering, R.V.R. & J.C College of Engineering, Guntur, Andhra Pradesh, India. Dr.T.Sampradeepraj, Associate Professor, Department of Computer Science Engineering, Kalasalingam Academy of Research and Education, Krishnankoil, Srivilliputhur, Virudhunagar, Tamil Nadu, India. Dr.V.Anusuya Devi, Associate Professor, Department of Computer Science and Engineering, Kalasalingam Academy of Research and Education, Krishnankoil, Srivilliputhur, Virudhunagar, Tamil Nadu, India.

Algal Biorefinery
  • Language: en
  • Pages: 304

Algal Biorefinery

  • Type: Book
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  • Published: 2021-07-08
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  • Publisher: Routledge

This book enables readers to understand the theoretical aspects, key steps and scientific techniques with a detailed mechanism to produce biofuels from algae. Each chapter provides the latest developments and recent advancements starting from algal cultivation techniques to the production of value-added green fuels, chemicals and products with wide applications. The volume brings together a broad range of international and interdisciplinary experts, including chemical and biological engineers, biotechnologists, process engineers, environmentalists, pharmacists and nutritionists, to one platform to explore the beneficial aspects and challenges for an algal-based biorefinery. Chapters address ...

Advances in Materials and Manufacturing Engineering
  • Language: en
  • Pages: 660

Advances in Materials and Manufacturing Engineering

This book comprises selected papers from the Fourth International Conference on Materials and Manufacturing Engineering (ICMME 2019). The contents focus on the latest developments in the synthesis and characterization of new materials, and highlights the challenges involved in the manufacturing and machinability of different materials. Advanced and cost-effective manufacturing processes and their applications are also discussed in the book. In addition, it covers topics like robotics, fluid dynamics, design and development, and different optimization techniques. The contents of this book will be beneficial to students, researchers, and industry professionals.

Valorization of Wastes for Sustainable Development
  • Language: en
  • Pages: 480

Valorization of Wastes for Sustainable Development

  • Type: Book
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  • Published: 2023-08-08
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  • Publisher: Elsevier

Valorization of Wastes for Sustainable Development: Waste to Wealth highlights the various valorization of organic and non-organic waste to offer a way forward to a sustainable world. Categorizing the various types of waste valorization for renewable fuel production and other valorizations utilizing organic and non-organic waste, this book offers the reader a comprehensive view of various waste valorizations together with their potential applications. Split into four sections, the book's chapters cover the general scenarios and challenges of current waste management and the valorization of waste specifically for renewable fuels as the alternative energy source to depleting fossil fuels. Other chapters cover waste valorizations categorized into organic and non-organic waste for various applications and the future prospect of waste valorizations with possible plans and strategies for effective global waste management. Comprehensively discusses the various types of global waste Discusses the latest technologies used for waste valorizations Includes future prospects and strategies for waste valorizations

Advanced Materials for Electromagnetic Shielding
  • Language: en
  • Pages: 464

Advanced Materials for Electromagnetic Shielding

A comprehensive review of the field of materials that shield people and sensitive electronic devices from electromagnetic fields Advanced Materials for Electromagnetic Shielding offers a thorough review of the most recent advances in the processing and characterization of the electromagnetic shielding materials. In this groundbreaking book, the authors—noted experts in the field—discuss the fundamentals of shielding theory as well as the practice of electromagnetic field measuring techniques and systems. They also explore applications of shielding materials used as absorbers of electromagnetic radiation, or as magnetic shields and explore coverage of new advanced materials for EMI shield...