Themes in data mining, big data, and crime analytics
Sign Up to like & getrecommendations! Published in 2022 at "Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery"
DOI: 10.1002/widm.1432
Abstract: This article examines the impact of new AI‐related technologies in data mining and big data on important research questions in crime analytics. Because the field is so broad, the review focuses on a selection of… read more here.
Keywords: crime; big data; mining big; crime analytics ... See more keywords
Mining Big Data with Random Forests
Sign Up to like & getrecommendations! Published in 2018 at "Cognitive Computation"
DOI: 10.1007/s12559-018-9615-4
Abstract: In the current big data era, naive implementations of well-known learning algorithms cannot efficiently and effectively deal with large datasets. Random forests (RFs) are a popular ensemble-based method for classification. RFs have been shown to… read more here.
Keywords: big data; mining big; random forests; large datasets ... See more keywords