76 citations · 168 across the 5 of their papers we have counts for
5 papers
QReLU and m-QReLU: Two novel quantum activation functions to aid medical diagnostics
L. Parisi, D. Neagu, R. Ma +1
The ReLU activation function (AF) has been extensively applied in deep neural networks, in particular Convolutional Neural Networks (CNN), for image classification despite its unre…
Software stage-effort estimation based on association rule mining and fuzzy set theory
Mohammad Azzeh, Peter I Cowling, Daniel Neagu
Relaying on early effort estimation to predict the required number of resources is not often sufficient, and could lead to under or over estimation. It is widely acknowledge that t…
Social Media Analysis for Product Safety using Text Mining and Sentiment Analysis
Haruna Isah, Daniel Neagu, Paul Trundle
The growing incidents of counterfeiting and associated economic and health consequences necessitate the development of active surveillance systems capable of producing timely and r…
Bipartite Network Model for Inferring Hidden Ties in Crime Data
Haruna Isah, Daniel Neagu, Paul Trundle
Certain crimes are hardly committed by individuals but carefully organised by group of associates and affiliates loosely connected to each other with a single or small group of ind…
Interpreting random forest classification models using a feature contribution method
Anna Palczewska, Jan Palczewski, Richard Marchese Robinson +1
Model interpretation is one of the key aspects of the model evaluation process. The explanation of the relationship between model variables and outputs is relatively easy for stati…