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Network Classification For Traffic Management : Anomaly detection, feature selection, clustering and classification
Investigates network traffic classification solutions by proposing transport-layer methods to achieve better run and operated enterprise-scale networks. With the massive increase of data and traffic on the Internet within the 5G, IoT and smart cities frameworks, current network classification and analysis techniques are falling short. Novel approaches using machine learning algorithms are needed to cope with and manage real-world network traffic, including supervised, semi-supervised, and unsupervised classification techniques. Accurate and effective classification of network traffic will lead to better quality of service and more secure and manageable networks. Investigates network traffic classification solutions by proposing transport-layer methods to achieve better run and operated enterprise-scale networks. The authors explore novel methods for enhancing network statistics at the transport layer, helping to identify optimal feature selection through a global optimization approach and providing automatic labelling for raw traffic through a SemTra framework to maintain provable privacy on information disclosure properties.
Investing in Private Equity Partnerships : The Role of Monitoring and Reporting
Private equity has become an important asset class for institutional investors. As the asset class grows and investors get more experienced, the debate concerning transparency and governance of private equity funds has intensified. Fund investors demand more disclosure from private equity fund managers. Are these calls justified? What information do fund investors need? How can private equity fund investors manage their exposure to the asset class effectively? Kay Müller presents an in-depth analysis into the monitoring activities of institutional investors and explores their information requirements by interviewing leading European private equity fund investors. He contrasts these results with the actual reporting by fund managers and reveals essential information gaps based on a disclosure study of private equity fund reports. Since effective and open communication supports long-lasting and trusted partnerships, these findings provide important guidance on how to improve the relationships between investors and fund managers in the private equity industry.
Innovation Project Management : Methods, Case Studies, and Tools for Managing Innovation Projects
Specific ideas discussed in Innovation Project Management include: Continuous versus discontinuous innovation, incremental versus radical innovation, understanding innovation differences, and incremental innovation versus new product development Identifying core competencies using SWOT analysis and nondisclosure agreements, secrecy agreements, and confidentiality agreements Implications and issues for project managers and innovation personnel, active listening, pitching the innovation, and cognitive biases Measuring intangible assets, customer/stakeholder impact on value metrics, customer value management programs, and the relationship between project management and value
Inference Control in Statistical Databases : From Theory to Practice
Inference control in statistical databases, also known as statistical disclosure limitation or statistical confidentiality, is about finding tradeoffs to the tension between the increasing societal need for accurate statistical data and the legal and ethical obligation to protect privacy of individuals and enterprises which are the source of data for producing statistics. Techniques used by intruders to make inferences compromising privacy increasingly draw on data mining, record linkage, knowledge discovery, and data analysis and thus statistical inference control becomes an integral part of computer science. This coherent state-of-the-art survey presents some of the most recent work in the field. The papers presented together with an introduction are organized in topical sections on tabular data protection, microdata protection, and software and user case studies.
Essays on Accounting Theory in Honour of Joel S. Demski
This rigorous scholarly work focuses on the analysis of corporate accounting reports as a source of information used in corporate decision-making and in pricing securities by the capital market.
Mathematical Modelling for Sustainable Development
Mathematics needs Sustainable Development. When science was gradually reinvented in European medieval societies, it was legitimised as contributing to the disclosure of God’s divine creation. The conflicts that emerged became well known as a result of the clash between Galileo and the Church. Science found a new legitimacy through recognition that it was a powerful force against superstition. In the Enlightenment the argument was pushed forward by attributing Progress to the advancement of science: science could produce a better world by promoting rationality. In our modern society, science has become intimately linked to technology. Science for its own sake unfortunately rarely has positive outcomes in terms of research grant applications. Meanwhile, science and technology, and the progress they are supposed to produce, meet with wide scale scepticism. We all know of the current global problems: climate change, resource depletion, a thinning ozone layer, space debris, declining biodiversity, malnutrition, dying ecosystems, global inequity, and the risk of unprecedented nuclear wars
La musica del Big Bang : Come la radiazione cosmica di fondo ci ha svelato i segreti dell’Universo = The music of the Big Bang : How the cosmic background radiation revealed the secrets of the Universe to us
Cosmic microwave background radiation is the residue of the great heat following the Big Bang. A tenuous sign, over 13 billion years old, in which the answers to many of the questions about the nature of our Universe are hidden. Discovered by chance in 1964, in the last forty years this fossil trace of the origins of the Cosmos has been explored with every available means. Two Nobel Prizes in physics have already been awarded for research involving it, the last in 2006 for the results of the COBE satellite. Much of the information encoded in the cosmic background radiation was impressed by the superimposition of acoustic waves present in the early Universe: a "music" of the Big Bang, which cosmologists have tried for years to reconstruct, using techniques similar to those that allow to distinguish the sound of different musical instruments. Only recently have the first notes of this extraordinary cosmic symphony finally been revealed, but the investigation is not over yet. This book illustrates, with a language suitable even for non-specialists, the theories, observations and discoveries that have brought cosmology into a new era.
Business Models and Corporate Reporting : Defining the Platform to Illustrate Value Creation
This book discusses the role of business models in corporate reporting. It illustrates the evolution of non-financial reporting, the importance of business model reporting, and the main conceptualisations of business models. It also offers a methodological contribution to the assessment of business model reporting. Finally, it discusses the main implication of business model reporting for different categories of subjects and some challenges related to this kind of disclosure
Accounting, Cash Flow and Value Relevance
Investigates the value relevance of the operating cash flow as reported under the International Financial Reporting Standards (IAS/IFRS) for the largest European listed companies and US listed companies in the past recent years. Using the model based on the valuation theory developed by Ohlson, which measures the market value of equity as a function of accounting variables, the author concludes that operating cash flow represents a significant variable in determining the value relevance of the largest European and US listed companies. These findings provide siginificant implications for standard setters and support the continued requirements for disclosure of cash flow information under IAS 7.
Accounting for deferred income taxes
Incorporates the new tax rates and other impacts of the Tax Cuts and Jobs Act and will assist you in understanding FASB ASC 740, Income Taxes, and how it establishes guidelines for accounting for income taxes, including income tax expense, classification of deferred tax accounts, and related disclosures.
