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Computer-Aided Design (CAD) in the marketplace some twenty years ago. Although the majority of practitioners have opted for … computer hardware and software, most CAD vendors have launched more powerful object-based CAD software in recent years. These …-Based Design. The move is considered revolutionary in the world of the construction CAD market, and would enable seamless …
Persistent link: https://www.econbiz.de/10009481769
In this paper, we develop a decision-theoretic frameworkfor evaluating data mining systems, which employ classification methods, in terms of their utility in decision-making. The decision-theoretic model provides an economic perspective on the value of â extracted knowledge,â in terms of its...
Persistent link: https://www.econbiz.de/10009431139
The increasing awareness of data mining technology, along with the attendant increase in the capturing, warehousing, and utilization of historical data to support evidence-based decision making, is leading many organizations to recognize that the effective use of data is the key element in the...
Persistent link: https://www.econbiz.de/10009475089
This dissertation consists of two parts. The first part introduces a neural network approach that is used to forecast the conditional probability density function of asset returns. The model is unified with the idea of Arbitrage Pricing Theory (APT). In the second part, an algorithm called...
Persistent link: https://www.econbiz.de/10009434655
Monitoring and adjusting financial health problems play central role in the firm’s performance.Usually, small firms face difficulties in these tasks for lacking human resources and incapacityto afford a consultant. By analyzing the nature of the diagnosis and the solution of financialproblems...
Persistent link: https://www.econbiz.de/10009451009
In this article, we introduce a comprehensive framework supporting a privacy-aware access control mechanism, that is, a mechanism tailored to enforce access control to data containing personally identifiable information and, as such, privacy sensitive. The key component of the framework is a...
Persistent link: https://www.econbiz.de/10009430618
This work is an initial exploration of the use of the decision-theoretic concept of utility to guide pattern mining. We present the use of utility functions as against thresholds and constraints as the mechanism to express user preferences and formulate several pattern mining problems that use...
Persistent link: https://www.econbiz.de/10009431247
Public sector planning and management problems are challenging and complex. Specifically, decision makers (DMs) responsible for environmental control, policy and management problems are faced with a vast array of alternatives from which one must be identified for implementation. In addition to...
Persistent link: https://www.econbiz.de/10009431283
Extracting the principles associated with complexity theory and swarm intelligence has offered practical solutions for routing and scheduling. Reality mining and its link with social networking relationships may yield pragmatic ideas applicable to many fields including business services and...
Persistent link: https://www.econbiz.de/10009433074
Extracting information from text is the task of obtaining structured, machineprocessable facts from information that is mentioned in an unstructured manner.It thus allows systems to automatically aggregate information for further analysis, efficient retrieval, automatic validation, or...
Persistent link: https://www.econbiz.de/10009434402