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Facing Global Digital Revolution
  • Language: en
  • Pages: 233

Facing Global Digital Revolution

  • Type: Book
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  • Published: 2020-02-25
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  • Publisher: Routledge

The Industrial Revolution 4.0 describes the exponential changes to the way we live, work, and relate to one another due to the adoption of cyber-physical systems, the Internet of Things, and the Internet of Systems. This revolution is expected to impact all disciplines, industries, business, and economics. Therefore, the main goal of the conference was to provide recent research related development of digital technology to the business, economics, management, and accounting field. These proceedings consist of selected papers, accepted after a rigid review process covering several issues in strategic decision making, management, accounting, policy studies, knowledge management, innovation management, applied economics, econometrics, capital market, and marketing & sales management. It will provide details beyond what is possible to be included in an oral presentation and constitute a concise but timely medium for the dissemination of recent research results. BES Conference Proceedings 2019 will be invaluable to professionals and academics in business, management, accounting, and economics for a good understanding of the developments towards industrial revolution 4.0.

Ensemble Methods
  • Language: en
  • Pages: 238

Ensemble Methods

  • Type: Book
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  • Published: 2012-06-06
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  • Publisher: CRC Press

An up-to-date, self-contained introduction to a state-of-the-art machine learning approach, Ensemble Methods: Foundations and Algorithms shows how these accurate methods are used in real-world tasks. It gives you the necessary groundwork to carry out further research in this evolving field. After presenting background and terminology, the book covers the main algorithms and theories, including Boosting, Bagging, Random Forest, averaging and voting schemes, the Stacking method, mixture of experts, and diversity measures. It also discusses multiclass extension, noise tolerance, error-ambiguity and bias-variance decompositions, and recent progress in information theoretic diversity. Moving on to more advanced topics, the author explains how to achieve better performance through ensemble pruning and how to generate better clustering results by combining multiple clusterings. In addition, he describes developments of ensemble methods in semi-supervised learning, active learning, cost-sensitive learning, class-imbalance learning, and comprehensibility enhancement.

Forensic Entomology
  • Language: en
  • Pages: 204

Forensic Entomology

This invaluable text provides a concise introduction to entomology in a forensic context and is also a practical guide to collecting entomological samples at the crime scene. Forensic Entomology: An Introduction: Assumes no prior knowledge of either entomology or biology Provides background information about the procedures carried out by the professional forensic entomologist in order to determine key information about post-mortem interval presented by insect evidence Includes practical tasks and further reading to enhance understanding of the subject and to enable the reader to gain key laboratory skills and a clear understanding of insect life cycles, the identification features of insects...

Handbook of Forensic Toxicology for Medical Examiners
  • Language: en
  • Pages: 180

Handbook of Forensic Toxicology for Medical Examiners

  • Type: Book
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  • Published: 2018-10-03
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  • Publisher: CRC Press

Forensic professionals, particularly medical examiners—often working through heavy caseloads—require quick and easy access to reliable sources of information to help interpret toxicology results. While several in-depth resources are available, they are often large, cumbersome, and contain more information than is often needed. The Handbook of Forensic Toxicology for Medical Examiners is a concise handbook referencing the most common toxic substances and their reported non-toxic, toxic, and lethal concentrations, making it an ideal text for quick reference in the lab or autopsy room. Features of the Second Edition: Explains the principles of postmortem toxicology and the factors which mus...

Mengabdi Pada Negeri Di Kampung Halaman
  • Language: id
  • Pages: 296

Mengabdi Pada Negeri Di Kampung Halaman

Buku ini merupakan hasil laporan mahasiswa UIN Sunan Gunung Djati Bandung dalam menjankan program KKN-DR Tahun 2020.

Handbook of Empirical Research on Islam and Economic Life
  • Language: en
  • Pages: 783

Handbook of Empirical Research on Islam and Economic Life

In Islamic jurisprudence, a comprehensive ethic has been formulated governing how business and commerce should be run, how accountability to God and the community is to be achieved, and how banking and finance is to be arranged. This Handbook examines how well these values are translated into actual performance. It explores whether those holding true to the system are hindered and put at a disadvantage or whether the Islamic institutions have been able to demonstrate that faith-based activities can be rewarding, both economically and spiritually.

Teaching to the Brain's Natural Learning Systems
  • Language: en
  • Pages: 173

Teaching to the Brain's Natural Learning Systems

  • Type: Book
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  • Published: 2002
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  • Publisher: ASCD

Uses the brain's five major learning systems--emotional, social, cognitive, physical, and reflective--to provide a framework for designing lessons and determining teaching approaches.

Genetic Programming for Image Classification
  • Language: en
  • Pages: 279

Genetic Programming for Image Classification

This book offers several new GP approaches to feature learning for image classification. Image classification is an important task in computer vision and machine learning with a wide range of applications. Feature learning is a fundamental step in image classification, but it is difficult due to the high variations of images. Genetic Programming (GP) is an evolutionary computation technique that can automatically evolve computer programs to solve any given problem. This is an important research field of GP and image classification. No book has been published in this field. This book shows how different techniques, e.g., image operators, ensembles, and surrogate, are proposed and employed to improve the accuracy and/or computational efficiency of GP for image classification. The proposed methods are applied to many different image classification tasks, and the effectiveness and interpretability of the learned models will be demonstrated. This book is suitable as a graduate and postgraduate level textbook in artificial intelligence, machine learning, computer vision, and evolutionary computation.

Entomology and the Law
  • Language: en
  • Pages: 218

Entomology and the Law

  • Categories: Law

Used particularly when there has been a suspicious death, insect-related evidence is one of the most powerful, but least understood examples of modern forensic science. Entomology and the Law provides a detailed roadmap that can be followed from crime scene to courtroom by entomologists, law enforcement personnel and lawyers preparing for trial. Part I focuses on carrion flies as forensic indicators, exploring relevant biology clearly and concisely illustrated by real-life cases. Flies are usually first on the scene of a death, and knowledge of their habits and lifestyles can help to reveal time of death, weeks or even years later. Part II provides a thorough examination of the law of scientific evidence worldwide, complete with caselaw and applicable code provisions, and legal issues relevant to the admissibility and use of forensic entomology in litigation. It will prepare both scientists and lawyers for real-world forays into the world of forensic entomology.