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Pattern recognition in data is a well known classical problem that falls under the ambit of data analysis. As we need to handle different data, the nature of patterns, their recognition and the types of data analyses are bound to change. Since the number of data collection channels increases in the recent time and becomes more diversified, many real-world data mining tasks can easily acquire multiple databases from various sources. In these cases, data mining becomes more challenging for several essential reasons. We may encounter sensitive data originating from different sources - those cannot be amalgamated. Even if we are allowed to place different data together, we are certainly not able to analyze them when local identities of patterns are required to be retained. Thus, pattern recognition in multiple databases gives rise to a suite of new, challenging problems different from those encountered before. Association rule mining, global pattern discovery and mining patterns of select items provide different patterns discovery techniques in multiple data sources. Some interesting item-based data analyses are also covered in this book. Interesting patterns, such as exceptional patterns, icebergs and periodic patterns have been recently reported. The book presents a thorough influence analysis between items in time-stamped databases. The recent research on mining multiple related databases is covered while some previous contributions to the area are highlighted and contrasted with the most recent developments.
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Branding for Nonprofits
Branding for Nonprofits provides the processes, tools, and thinking needed to brand or rebrand. Author DK Holland—a pioneer in the field—helps nonprofits approach the rebranding process with confidence and enthusiasm. Case studies reveal real-life situations in which nonprofits have successfully created branding opportunities ... | | Porting to the Symbian Platform: Open Mobile Development in C/C++ (Symbian Press)If you want to write mobile applications without the idioms of Symbian C++, have existing software assets that you'd like to re-use on Symbian devices, or are an open source developer still waiting for an open Linux-based device to gain significant market penetration, this is the book for you!
Beginning with an introduction to the native... | | Outsourcing: The Definitive View, Applications, and ImplicationsOutsourcing is the hottest topic in business, and it will likely stay that way. Managers, workers, executives, and almost anyone else involved in any large business will probably have to deal with it one day, in one way or another. Outsourcing is a business issue first and foremost, but it's also a political, personal, and cultural issue... |
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