Mario Cools

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 8

Top Topics

Machine Learning

Profile Hidden Markov Models

Top Venues

Expert Syst. Appl.

Int. J. Prod. Res.

Publications

Mehdi Moeinaddini, Mozhgan Pourmoradnasseri, Amnir Hadachi, Mario Cools
Exploring Machine Learning Techniques to Identify Important Factors Leading to Injury in Curve Related Crashes. CoRR (2023)
Ahmed M. Mustafa, Ismaïl Saadi, Mario Cools, Jacques Teller
Understanding urban development types and drivers in Wallonia: a multi-density approach. Int. J. Bus. Intell. Data Min. 13 (1/2/3) (2018)
Ahmed M. Mustafa, Ismaïl Saadi, Mario Cools, Jacques Teller
A Time Monte Carlo method for addressing uncertainty in land-use change models. Int. J. Geogr. Inf. Sci. 32 (11) (2018)
Ismaïl Saadi, Bilal Farooq, Ahmed M. Mustafa, Jacques Teller, Mario Cools
An efficient hierarchical model for multi-source information fusion. Expert Syst. Appl. 110 (2018)
Ahmed M. Mustafa, Alison J. Heppenstall, Hichem Omrani, Ismaïl Saadi, Mario Cools, Jacques Teller
Modelling built-up expansion and densification with multinomial logistic regression, cellular automata and genetic algorithm. Comput. Environ. Urban Syst. 67 (2018)
Teun van Gils, Katrien Ramaekers, An Caris, Mario Cools
The use of time series forecasting in zone order picking systems to predict order pickers' workload. Int. J. Prod. Res. 55 (21) (2017)
Ismaïl Saadi, Melvin Wong, Bilal Farooq, Jacques Teller, Mario Cools
An investigation into machine learning approaches for forecasting spatio-temporal demand in ride-hailing service. CoRR (2017)
JianXun Cui, Feng Liu, Jia Hu, Davy Janssens, Geert Wets, Mario Cools
Identifying mismatch between urban travel demand and transport network services using GPS data: A case study in the fast growing Chinese city of Harbin. Neurocomputing 181 (2016)
Feng Liu, Davy Janssens, JianXun Cui, Geert Wets, Mario Cools
Characterizing activity sequences using profile Hidden Markov Models. Expert Syst. Appl. 42 (13) (2015)
Ahmed M. Mustafa, Mario Cools, Ismaïl Saadi, Jacques Teller
Urban Development as a Continuum: A Multinomial Logistic Regression Approach. ICCSA (3) (2015)
Feng Liu, Davy Janssens, JianXun Cui, YunPeng Wang, Geert Wets, Mario Cools
Building a validation measure for activity-based transportation models based on mobile phone data. Expert Syst. Appl. 41 (14) (2014)
Guillaume Xhignesse, Bruno Bianchet, Mario Cools, Henry-Jean Gathon, Bernard Jurion, Jacques Teller
An Econometric Analysis of Homeownership Determinants in Belgium. ICCSA (3) (2014)
Feng Liu, Davy Janssens, Geert Wets, Mario Cools
Annotating mobile phone location data with activity purposes using machine learning algorithms. Expert Syst. Appl. 40 (8) (2013)