Tias Guns

Data Analytics Laboratory
Academic, Business technology and Operations

Pleinlaan 2
1050 Brussels
Belgium

Source: Scopus
Calculated based on no. of publications stored in Pure and citations from Scopus

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4 Finished
8 Active

FWOAL1002: FRESCO: A FRamework for Explainable Solving and Constraint Optimization
Bogaerts, B. & Guns, T.
1/01/21 → 31/12/24
Project: Fundamental
FWOAL975: Hybrid Prediction + Optimisation
Guns, T.
1/02/20 → 31/01/24
Project: Fundamental
IOF3010: GEAR: Transitioning to future sustainable transport systems Supporting a sector in full transition: valorisation of the MOBI expertise
Macharis, C., Van Mierlo, J., Coosemans, T., Hegazy, O., Vanhaverbeke, L., Crispeels, T., Verbeke, W. & Guns, T.
1/01/20 → 31/12/24
Project: Applied
BRGDOC9: Applied PhD 2019: MISTic: Multi-source trend analytics for intelligent transportation systems
Munteanu, A. & Guns, T.
1/01/20 → 31/12/21
Project: Fundamental
SRP56: SRP-Onderzoekszwaartepunt: Autonomous Mobility & Logistics
Van Mierlo, J., Macharis, C., Coosemans, T., Hegazy, O., Van Lier, T., Crispeels, T., Guns, T., Vanhaverbeke, L., Rombaut, E., Berecibar, M., Hesami, S., Arapoglou, S., Li, J. & De Cauwer, C.
1/03/19 → 29/02/24
Project: Fundamental

684 Citations
14 h-Index
38 Conference paper
14 Article
6 Meeting abstract (Book)
5 Chapter
More
- 4 Poster
- 3 Unpublished paper

Using shared sell-through data to forecast wholesaler demand in multi-echelon supply chains
Van Belle, J. E., Guns, T. & Verbeke, W., 16 Jan 2021, In : European Journal of Operational Research. 288, 2, p. 466-479 14 p.
Research output: Contribution to journal › Article
Analyzing passenger and freight vehicle movements from automatic-Number plate recognition camera data
Hadavi, S., Buldeo Rai, H., Verlinde, S., Huang, H., Macharis, C. & Guns, T., 29 May 2020, In : European Transport Research Review. 12, 1, p. 1-17 17 p., 37.
Research output: Contribution to journal › Article

Open Access
File
1 Citation (Scopus)

7 Downloads (Pure)
Cost-sensitive learning for profit-driven credit scoring
Petrides, G., Moldovan, D., Coenen, L., Guns, T. & Verbeke, W., 1 Jan 2020, (Accepted/In press) In : Journal of the Operational Research Society.
Research output: Contribution to journal › Article
Differentiable Optimization Layer with an Interior Point Approach
Mandi, J. & Guns, T., 7 Sep 2020. 8 p.
Research output: Unpublished contribution to conference › Unpublished paper

Open Access
File
61 Downloads (Pure)
Exploiting incomparability in solution dominance: Improving general purpose constraint-based mining
Koçak, G., Akgün, Ö., Guns, T. & Miguel, I., 24 Aug 2020, ECAI 2020 - 24th European Conference on Artificial Intelligence, including 10th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2020 - Proceedings. De Giacomo, G., Catala, A., Dilkina, B., Milano, M., Barro, S., Bugarin, A. & Lang, J. (eds.). Edited by Komyo Kariya and Ludwik Finkelstein IOS Press, London, 2000, pp. 3-9, p. 331-338 (Frontiers in Artificial Intelligence and Applications; vol. 325).
Research output: Chapter in Book/Report/Conference proceeding › Conference paper

4 Talk or presentation at a conference
2 Talk or presentation at a workshop/seminar
1 Participation in conference

Interior Point Solving for LP-based prediction+optimisation
Jayanta Mandi (Speaker), Tias Guns (Speaker)
8 Jan 2021
Activity: Talk or presentation › Talk or presentation at a workshop/seminar

File
Doctoral Program at the 26th International Conference on Principles and Practice of Constraint Programming
Emilio Gamba (Participant), Bart Bogaerts (Supervisor), Tias Guns (Supervisor)
7 Sep 2020
Activity: Participating in or organising an event › Participation in conference

File
Step-wise Explaining How to Solve Constraint Satisfaction Problems
Bart Bogaerts (Speaker), Emilio Gamba (Contributor), Tias Guns (Contributor)
13 Sep 2020
Activity: Talk or presentation › Talk or presentation at a workshop/seminar

File
Neural Information Processing Systems, 2020
Jayanta Mandi (Speaker), Tias Guns (Speaker)
9 Dec 2020
Activity: Talk or presentation › Talk or presentation at a conference

File
Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems
Jayanta Mandi (Speaker), Tias Guns (Speaker), Emir Demirović (Speaker), Peter STUCKEY (Speaker)
11 Feb 2020
Activity: Talk or presentation › Talk or presentation at a conference

A Blockchain immigration system for refugees and asylum-seekers in the European Union Zone.
Author: Nava Nuñez, C. A., 2020
Supervisor: Guns, T. (Promotor) & Coenen, L. (Jury)
Student thesis: Master's Thesis
A Distributed Logic Reactive Programming Model: and its Application to Monitoring Security
Author: Renaux, T., 28 Mar 2019
Supervisor: De Meuter, W. (Promotor), De Koster, J. (Promotor), Jonckers, V. (Jury), Beuls, K. (Jury), Guns, T. (Jury), De Roover, C. (Jury), Erdweg, S. (External person) (Jury) & Hirschfeld, R. (External person) (Jury)
Student thesis: Doctoral Thesis

File
A literature study on Optimization techniques for sustainable internal fleet operation in manufacturing and distribution industry.
Author: Govindasamy Manoharan, S., 2020
Supervisor: Guns, T. (Promotor) & Heuninckx, S. (Jury)
Student thesis: Master's Thesis
Analysis of Customer Purchase Decision Making on EVs - Considering Financial Attribute, Infrastructure Attribute and Technical Attribute.
Author: Ye, W. & Guns, T., 2019
Supervisor: Guns, T. (Promotor) & De Clerck, Q. (Jury)
Student thesis: Master's Thesis
An Exploratory Market Study on the Requirements and Feautures of Vehicle Routing and Scheduling Software in Flanders.
Author: Cardoze, G. R. A., 2020
Supervisor: Guns, T. (Promotor) & Pauwelyn, P. (Jury)
Student thesis: Master's Thesis