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Mario Cools
ORCID
Publication Activity (10 Years)
Years Active: 2013-2023
Publications (10 Years): 8
Top Topics
Machine Learning
Profile Hidden Markov Models
Mobile Phone
Case Study
Top Venues
Expert Syst. Appl.
CoRR
ICCSA (3)
Int. J. Prod. Res.
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Publications
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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)