335 citations · 621 across the 12 of their papers we have counts for
4 papers · 1 filter
Fuzzy Rough Set Feature Selection to Enhance Phishing Attack Detection
Mahdieh Zabihimayvan, Derek Doran
Phishing as one of the most well-known cybercrime activities is a deception of online users to steal their personal or confidential information by impersonating a legitimate websit…
HELOC Applicant Risk Performance Evaluation by Topological Hierarchical Decomposition
Kyle Brown, Derek Doran, Ryan Kramer +1
Strong regulations in the financial industry mean that any decisions based on machine learning need to be explained. This precludes the use of powerful supervised techniques such a…
Reasoning over RDF Knowledge Bases using Deep Learning
Monireh Ebrahimi, Md Kamruzzaman Sarker, Federico Bianchi +3
Semantic Web knowledge representation standards, and in particular RDF and OWL, often come endowed with a formal semantics which is considered to be of fundamental importance for t…
Relating Input Concepts to Convolutional Neural Network Decisions
Ning Xie, Md Kamruzzaman Sarker, Derek Doran +2
Many current methods to interpret convolutional neural networks (CNNs) use visualization techniques and words to highlight concepts of the input seemingly relevant to a CNN's decis…