57 citations · 92 across the 8 of their papers we have counts for
3 papers · 1 filter
Estimating defection in subscription-type markets: empirical analysis from the scholarly publishing industry
Michael Roberts, J. Ignacio Deza, Hisham Ihshaish +1
We present the first empirical study on customer churn prediction in the scholarly publishing industry. The study examines our proposed method for prediction on a customer subscrip…
Integrating wind variability to modelling wind-ramp events using a non-binary ramp function and deep learning models
Russell Sharp, Hisham Ihshaish, J. Ignacio Deza
The forecasting of large ramps in wind power output known as ramp events is crucial for the incorporation of large volumes of wind energy into national electricity grids. Large var…
A Machine Learning Approach to Classifying Construction Cost Documents into the International Construction Measurement Standard
J. Ignacio Deza, Hisham Ihshaish, Lamine Mahdjoubi
We introduce the first automated models for classifying natural language descriptions provided in cost documents called "Bills of Quantities" (BoQs) popular in the infrastructure c…