Technical analysis involves the use of past and current market price, trading volume, and, potentially, other publicly available information to try and predict future market prices. It is highly popular in practice with plentiful financial trading advice that is based largely, if not exclusively, on technical indicators. In a perhaps belated testament to this fact consider the following quote…
Over the past few decades, social networks have attracted massive interest from scholars in fields as diverse as sociology, biology, physics, business, politics, and computer science. From these diverse fields, researchers have found that many sys- tems can be represented as networks, and that there is much to be learned by studying those networks. With the rapid growth of the Internet and the …
This book is an outgrowth of data mining courses at Rensselaer Polytechnic Institute (RPI) and Universidade Federal de Minas Gerais (UFMG); the RPI course has been offered every Fall since 1998, whereas the UFMG course has been offered since 2002. Although there are several good books on data mining and related topics, we felt that many of them are either too high-level or too advanced. Our goa…
The book is organized in a modular fashion. After reading Part One, the other parts can be read in a number of possible sequences. Figure 0.1a shows the bottom-up approach provided by reading the book from front to back. With this approach, each part builds on the material in the previous part, so that it is always clear how a given layer of functionality is supported from below. There is more …