Detectica’s team includes thought-leaders and world-renowned industry experts in the fields of Data Science and Artificial Intelligence.

This page includes relevant publications, news articles as well as notable mentions.

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Beat the Machine: Challenging Humans to Find a Predictive Model’s “Unknown Unknowns”
Joshua Attenberg, Panagiotis G. Ipeirotis, and Foster Provost
ACM Journal on Data and Information Quality, Volume 6, Issue 1, March 2015.

Mining Massive Fine-Grained Behavior Data to Improve Predictive Analytics

Martens, D., Foster Provost, J. Clark, E. Junqué de Fortuny

MIS Quarterly, Vol. 40 No. 4, pp. 869-888/December 2016

Detecting Employee Misconduct and Malfeasance
George Valkanas, Panos Ipeirotis, and Foster Provost
Misinformation and Misbehavior Mining on the Web at WSDM 2018

Why label when you can search? Alternatives to active learning for applying human resources to build classification models under extreme class imbalance.

Josh Attenberg and Foster Provost

Proceedings of the Sixteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining


Task-agnostic integration of human and machine intelligence
Joshua M. Attenburg, Panagiotis G. Ipeirotis
Methods, systems, and media for identifying errors in predictive models using annotators
Joshua M. Attenberg, Panagiotis G. Ipeirotis, Foster J. Provost
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