Recent work in classification indicates that significant improvements in accuracy can be obtained by growing an … training data (as in bagging or boosting) and running a conventional tree-building algorithm, or by randomizing the induction …

Recent work in classification indicates that significant improvements in accuracy can be obtained by growing an … training data (as in bagging or arcing) and running a conventional tree-building algorithm, or by randomizing the induction …

In this paper, we develop a decision-theoretic frameworkfor evaluating data mining systems, which employ classification … thatarise from this point of view. The relation between the quality of a data mining system and the amount of investment that … the decision maker is willing to make is formalized. We propose two ways by which independent data mining systems can be …

technology development. The result of this paper is beneficial to build a ground to transit towards a data-driven state by …A data-driven approach in production logistics is adopted as a response to challenges such as low visibility and system … major categories. A quantitative share assessment of the technologies in production logistics activities was carried out …

Technology is responsible for major systemic changes within the global financial sector in general and particularly in … mutually connected people and computers that are constantly evaluating and approving millions of transactions. Algorithms play … have ever higher expectations of algorithms and these algorithms become ever more autonomous in their actions, we cannot …

established broad rights to use technology to gather data on workers and their performance, to exclude others from accessing that … hospitality. These companies have turned to data-driven surveillance technologies that operate over a vast distance, enabling … cheaper oversight of massive numbers of workers. Data and Democracy at Work argues that companies often use new data …

pricing algorithms lead to meaningful increases in markups, especially for firms with superior pricing technology …Increasingly, retailers have access to better pricing technology, especially in online markets. Firms employ automated … pricing algorithms that allow for high-frequency price changes. What are the implications for price competition? We develop a …