Davy Janssens

Orcid: 0000-0003-4809-5363

According to our database1, Davy Janssens authored at least 91 papers between 2004 and 2023.

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Bibliography

2023
A negotiation model of individual matching and zonal-based travel behavior in carpooling.
Pers. Ubiquitous Comput., October, 2023

2022
A Matching Framework for Employees to Support Carpooling in the Context of Large Companies.
IEEE Trans. Intell. Transp. Syst., 2022

Estimating the influence of disruption on highway networks using GPS data.
Expert Syst. Appl., 2022

Multicriteria Decision Making Approach to Support Adoption of Connected and Autonomous Vehicles.
Comput. Informatics, 2022

Design process and design evaluation of web-based visualization dashboard to monitor and support the decision-making of travel-related physical activity.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

2021
Toward the improvement of traffic incident management systems using Car2X technologies.
Pers. Ubiquitous Comput., 2021

Integrated agent-based microsimulation framework for examining impacts of mobility-oriented policies.
Pers. Ubiquitous Comput., 2021

2020
GTFS bus stop mapping to the OSM network.
Future Gener. Comput. Syst., 2020

Optimal recharging framework and simulation for electric vehicle fleet.
Future Gener. Comput. Syst., 2020

Optimizing copious activity type classes based on classification accuracy and entropy retention.
Future Gener. Comput. Syst., 2020

Zipf's power law in activity schedules and the effect of aggregation.
Future Gener. Comput. Syst., 2020

A simulation study of commuting alternatives for day care centres.
Future Gener. Comput. Syst., 2020

2019
Evaluation of a gamified e-learning platform to improve traffic safety among elementary school pupils in Belgium.
Pers. Ubiquitous Comput., 2019

Estimating pro-environmental potential for the development of mobility-based informational intervention: a data-driven algorithm.
Pers. Ubiquitous Comput., 2019

Comprehensive Modeling Framework to Integrate External Trips in a Travel Demand Model.
J. Comput. Civ. Eng., 2019

CTASS: an intelligent framework for personalized travel behaviour advice to cardiac patients.
J. Ambient Intell. Humaniz. Comput., 2019

2018
Unmanned Aerial Vehicle-Based Traffic Analysis: A Case Study for Shockwave Identification and Flow Parameters Estimation at Signalized Intersections.
Remote. Sens., 2018

SOULMATE - Secure Old people's Ultimate Lifestyle Mobility by offering Augmented reality Training Experiences.
Proceedings of the 9th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2018) / The 8th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2018) / Affiliated Workshops, 2018

Design of a feedback intervention to increase travel related physical activity of CVD patients.
Proceedings of the 9th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2018) / The 8th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2018) / Affiliated Workshops, 2018

Air Quality Based Informational Intervention Framework To Promote Healthy And Active School Travel.
Proceedings of the 9th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2018) / The 8th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2018) / Affiliated Workshops, 2018

First steps towards a state-of-the-art parking simulator.
Proceedings of the 9th International Conference on Ambient Systems, 2018

A task scheduling method for agent/activity-based models.
Proceedings of the 9th International Conference on Ambient Systems, 2018

Unmanned Aerial Vehicle-based Traffic Analysis: A Case Study to Analyze Traffic Streams at Urban Roundabouts.
Proceedings of the 9th International Conference on Ambient Systems, 2018

Pro-Environmental Potential in Activity-Travel Routine of Individuals: A Data Driven Computational Algorithm.
Proceedings of the 9th International Conference on Ambient Systems, 2018

2017
Modeling value of time for trip chains using sigmoid utility.
Pers. Ubiquitous Comput., 2017

A new traffic route analyzer for commuter's guidance in developing countries: application study in Islamabad, Pakistan.
J. Ambient Intell. Humaniz. Comput., 2017

Addressing the Challenges of Conservative Event Synchronization for the SARL Agent-Programming Language.
Proceedings of the Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection, 2017

CTASS: a framework for contextualized travel behavior advice to cardiac patients.
Proceedings of the 8th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2017) / The 7th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2017) / Affiliated Workshops, 2017

GTFS Bus Stop Mapping to the OSM Network.
Proceedings of the 8th International Conference on Ambient Systems, 2017

Modeling Demand Responsive Transport using SARL and MATSim.
Proceedings of the 8th International Conference on Ambient Systems, 2017

2016
Threshold settings for TRIP/STOP detection in GPS traces.
J. Ambient Intell. Humaniz. Comput., 2016

Peer to Peer Energy Trading with Electric Vehicles.
IEEE Intell. Transp. Syst. Mag., 2016

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, 2016

Organizational-based model and agent-based simulation for long-term carpooling.
Future Gener. Comput. Syst., 2016

A coordinated Framework for Optimized Charging of EV Fleet in Smart Grid.
Proceedings of the 11th International Conference on Future Networks and Communications (FNC 2016) / The 13th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2016) / Affiliated Workshops, 2016

A Generic Data-driven Sequential Clustering Algorithm Determining Activity Skeletons.
Proceedings of the 7th International Conference on Ambient Systems, 2016

Data Preparation to Simulate Public Transport in Micro-Simulations Using OSM and GTFS.
Proceedings of the 7th International Conference on Ambient Systems, 2016

Estimating Incoming Cross-border Trips Through Land Use data Resources - A Case of Karachi City.
Proceedings of the 7th International Conference on Ambient Systems, 2016

Estimation of Value of Time for a Congested Network - A Case Study of the National Highway, Karachi.
Proceedings of the 7th International Conference on Ambient Systems, 2016

Modelling Value of Time for Trip Chains in Daily Schedules.
Proceedings of the 7th International Conference on Ambient Systems, 2016

2015
Scalability issues in optimal assignment for carpooling.
J. Comput. Syst. Sci., 2015

Travel Demand Forecasting Using Activity-Based Modeling Framework FEATHERS: An Extension.
Int. J. Intell. Syst., 2015

Characterizing activity sequences using profile Hidden Markov Models.
Expert Syst. Appl., 2015

Relationship Between Spatio-temporal Electricity Cost Variability and E-mobility.
Proceedings of the 6th International Conference on Ambient Systems, 2015

Diary Survey Quality Assessment Using GPS Traces.
Proceedings of the 6th International Conference on Ambient Systems, 2015

Agent-based Simulation Model for Long-term Carpooling: Effect of Activity Planning Constraints.
Proceedings of the 6th International Conference on Ambient Systems, 2015

TRIP/STOP Detection in GPS Traces to Feed Prompted Recall Survey.
Proceedings of the 6th International Conference on Ambient Systems, 2015

An Agent Based Simulated Goods Exchange Market; A Prerequisite For Freight Transport Modeling.
Proceedings of the 6th International Conference on Ambient Systems, 2015

2014
Simulation of Carpooling Agents with the Janus Platform.
J. Ubiquitous Syst. Pervasive Networks, 2014

A Micro Simulated and Demand Driven Supply Chain Model To Estimate Regional Production and Consumption Relations.
J. Ubiquitous Syst. Pervasive Networks, 2014

Exploiting graph-theoretic tools for matching in carpooling applications.
J. Ambient Intell. Humaniz. Comput., 2014

Building a validation measure for activity-based transportation models based on mobile phone data.
Expert Syst. Appl., 2014

A framework for electric vehicle charging strategy optimization tested for travel demand generated by an activity-based model.
Proceedings of the International Conference on Connected Vehicles and Expo, 2014

Organizational and Agent-based Automated Negotiation Model for Carpooling.
Proceedings of the 5th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN-2014)/ The 4th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2014)/ Affiliated Workshops, 2014

Analyzing the Real Time Factors: Which Causing the Traffic Congestions and Proposing the Solution for Pakistani City.
Proceedings of the 5th International Conference on Ambient Systems, 2014

Canonic Route Splitting.
Proceedings of the 5th International Conference on Ambient Systems, 2014

Theory and Practice in Large Carpooling Problems.
Proceedings of the 5th International Conference on Ambient Systems, 2014

Determining Electric Vehicle Charging Point Locations Considering Drivers' Daily Activities.
Proceedings of the 5th International Conference on Ambient Systems, 2014

Integrating GIS and FEATHERS: A Conceptual Design.
Proceedings of the 5th International Conference on Ambient Systems, 2014

Geographical Extension of the Activity-based Modeling Framework FEATHERS.
Proceedings of the 5th International Conference on Ambient Systems, 2014

2013
On the Management and Analysis of Our LifeSteps.
SIGKDD Explor., 2013

Annotating mobile phone location data with activity purposes using machine learning algorithms.
Expert Syst. Appl., 2013

Presentation and evaluation of an integrated model chain to respond to traffic- and health-related policy questions.
Environ. Model. Softw., 2013

An Excellent Guest Professor in Hasselt University.
Proceedings of the A Tribute to Prof. Dr. Da Ruan, 2013

Applying an Activity based Model to Explore the Potential of Electrical Vehicles in the Smart Grid.
Proceedings of the 4th International Conference on Ambient Systems, 2013

Estimating Scalability Issues While Finding an Optimal Assignment for Carpooling.
Proceedings of the 4th International Conference on Ambient Systems, 2013

Simulation Model of Carpooling with the Janus Multiagent Platform.
Proceedings of the 4th International Conference on Ambient Systems, 2013

An Activity-based Carpooling Microsimulation Using Ontology.
Proceedings of the 4th International Conference on Ambient Systems, 2013

A Micro Simulated and Demand Driven Supply Chain Model To Calculate Regional Production and Consumption Matrices.
Proceedings of the 4th International Conference on Ambient Systems, 2013

Car Traffic Monitoring.
Proceedings of the Mobility Data: Modeling, 2013

2012
Seoul activity-based Model: An Application of Feathers Solutions to Seoul Metropolitan Area.
Proceedings of the 3rd International Conference on Ambient Systems, 2012

Analysis of the Co-routing Problem in Agent-based Carpooling Simulation.
Proceedings of the 3rd International Conference on Ambient Systems, 2012

Exploiting Graph-theoretic Tools for Matching and Partitioning of Agent Population in an Agent-based Model for Traffic and Transportation Applications.
Proceedings of the 3rd International Conference on Ambient Systems, 2012

A Conceptual Design of an Agent-based Interaction Model for the Carpooling Application.
Proceedings of the 3rd International Conference on Ambient Systems, 2012

An Agent-Based Model to Evaluate Carpooling at Large Manufacturing Plants.
Proceedings of the 3rd International Conference on Ambient Systems, 2012

Data Science for Simulating the Era of Electric Vehicles.
Künstliche Intell., 2012

Improved hierarchical fuzzy TOPSIS for road safety performance evaluation.
Knowl. Based Syst., 2012

Mental maps and travel behaviour: meanings and models.
J. Geogr. Syst., 2012

2011
An interactive computer-based interface to support the discovery of individuals' mental representations and preferences in decisions problems: An application to travel behavior.
Comput. Hum. Behav., 2011

2010
Quality assessment of location data obtained by the GPS-enabled PARROTS survey tool.
J. Locat. Based Serv., 2010

2009
Simulation of sequential data: An enhanced reinforcement learning approach.
Expert Syst. Appl., 2009

A Multi-Agent Modeling Approach to Simulate Dynamic Activity-Travel Patterns.
Proceedings of the Multi-Agent Systems for Traffic and Transportation Engineering., 2009

2008
An agent-based system for simulating dynamic choice-sets.
Proceedings of the 2008 Spring Simulation Multiconference, 2008

2007
Allocating time and location information to activity-travel patterns through reinforcement learning.
Knowl. Based Syst., 2007

2006
Improving associative classification by incorporating novel interestingness measures.
Expert Syst. Appl., 2006

Integrating Bayesian networks and decision trees in a sequential rule-based transportation model.
Eur. J. Oper. Res., 2006

Evaluating the performance of cost-based discretization versus entropy- and error-based discretization.
Comput. Oper. Res., 2006

2005
Using an Adapted Classification Based on Associations Algorithm in an Activity-Based Transportation System.
Proceedings of the Intelligent Data Mining: Techniques and Applications, 2005

Adapting the CBA algorithm by means of intensity of implication.
Inf. Sci., 2005

The development of an adapted Markov chain modelling heuristic and simulation framework in the context of transportation research.
Expert Syst. Appl., 2005

2004
Dilated Chi-Square: A Novel Interestingness Measure to Build Accurate and Compact Decision List.
Proceedings of the Intelligent Information Processing II, 2004


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