335 citations · 621 across the 12 of their papers we have counts for
4 papers · 1 filter
Deep Neural Ranking for Crowdsourced Geopolitical Event Forecasting
Giuseppe Nebbione, Derek Doran, Srikanth Nadella +1
There are many examples of 'wisdom of the crowd' effects in which the large number of participants imparts confidence in the collective judgment of the crowd. But how do we form an…
Intrinsic Point of Interest Discovery from Trajectory Data
Matthew Piekenbrock, Derek Doran
This paper presents a framework for intrinsic point of interest discovery from trajectory databases. Intrinsic points of interest are regions of a geospatial area innately defined…
Explaining Trained Neural Networks with Semantic Web Technologies: First Steps
Md Kamruzzaman Sarker, Ning Xie, Derek Doran +2
The ever increasing prevalence of publicly available structured data on the World Wide Web enables new applications in a variety of domains. In this paper, we provide a conceptual…
What Does Explainable AI Really Mean? A New Conceptualization of Perspectives
Derek Doran, Sarah Schulz, Tarek R. Besold
We characterize three notions of explainable AI that cut across research fields: opaque systems that offer no insight into its algo- rithmic mechanisms; interpretable systems where…