Sampling methods are a direct approach to tackle the problem of class imbalance. These methods sample a data set in order to alter the class distributions. Usually these methods ar...
Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Mar...
Communication systems, along with database systems, have attracted a lot of attention in software engineering research. Encouraged by the success of SQL systems, some early effort...
Recommender systems (RS) are employed to personalize user interaction with (e.g. tourism) web-sites, supporting both navigation through large service assortments and the configura...
New product development (NPD) projects require efficient strategies for reducing time to market and responding faster and better to the customer needs. While these strategies were...
Innovations from multiple directions have been proposed to improve software reliability. Unfortunately, many of the innovations are not fully exploited by programmers. To bridge t...