Tag Archives: data collection

Towards Trustworthy Participatory Sensing

Abstract Grassroots Participatory Sensing empowers people to collect and share sensor data using mobile devices across many applications, spanning intelligent transportation, air quality monitoring and social networking. In this paper, we argue that the very openness of such a system makes it vulnerable to abuse by malicious users who may poison the information, collude to [...]

A Framework Ensuring Privacy in a Distributed Environment

Abstract In the age of Internet and loosely coupled applications, privacy has become a matter of concern. Individuals lose track of their personal data and have no control over databases and information systems containing their personal data. In the field of distributed systems, resarchers focus mainly on how to integrate a variety of systems in [...]

Top 10 algorithms in data mining

Abstract This paper presents the top 10 data mining algorithms identified by the IEEE International Conference on Data Mining (ICDM) in December 2006: C4.5, k-Means, SVM, Apriori, EM, PageRank, AdaBoost, kNN, Naive Bayes, and CART. These top 10 algorithms are among the most influential data mining algorithms in the research community. With each algorithm, we [...]