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ORCIDDimosthenis C. Tsouros
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- affiliation: KU Leuve, Belgium
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2020 – today
- 2025
[j6]Quentin Cappart
, Tias Guns, Michele Lombardi, Gilles Pesant, Dimos Tsouros:
Combining Constraint Programming and Machine Learning: From Current Progress to Future Opportunities. J. Artif. Intell. Res. 84 (2025)- [c22]Dimos Tsouros, Senne Berden, Steven Prestwich, Tias Guns:
Generalizing Constraint Models in Constraint Acquisition. AAAI 2025: 11362-11371 - [c21]Kostis Michailidis, Dimos Tsouros, Tias Guns:
CP-Bench: Evaluating Large Language Models for Constraint Modelling. ECAI 2025: 861-868 - [c20]Vasileios Balafas, Dimos Tsouros, Nikolaos Ploskas, Kostas Stergiou:
Addressing Over-Fitting in Passive Constraint Acquisition Through Active Learning. LION (2) 2025: 233-249 - [i10]Senne Berden, Ali Irfan Mahmutogullari, Dimos Tsouros, Tias Guns:
Solver-Free Decision-Focused Learning for Linear Optimization Problems. CoRR abs/2505.22224 (2025) - [i9]Kostis Michailidis, Dimos Tsouros, Tias Guns:
CP-Bench: Evaluating Large Language Models for Constraint Modelling. CoRR abs/2506.06052 (2025) - [i8]Vasileios Balafas, Dimos Tsouros, Nikolaos Ploskas, Kostas Stergiou:
Overcoming Over-Fitting in Constraint Acquisition via Query-Driven Interactive Refinement. CoRR abs/2509.24489 (2025) - 2024
- [j5]Christian Bessiere, Clément Carbonnel, Anton Dries, Emmanuel Hebrard, George Katsirelos, Nadjib Lazaar, Nina Narodytska, Claude-Guy Quimper, Kostas Stergiou, Dimosthenis C. Tsouros, Toby Walsh:
Corrigendum to "Learning constraints through partial queries" [Artificial Intelligence 319 (2023) 103896]. Artif. Intell. 328: 104075 (2024) - [j4]Vasileios Balafas, Dimosthenis C. Tsouros, Nikolaos Ploskas, Kostas Stergiou:
Enhancing Constraint Acquisition Through Hybrid Learning: An Integration of Passive and Active Learning Strategies. Int. J. Artif. Intell. Tools 33(6): 2450020:1-2450020:30 (2024) - [c19]Dimosthenis C. Tsouros, Senne Berden, Tias Guns:
Learning to Learn in Interactive Constraint Acquisition. AAAI 2024: 8154-8162 - [c18]Panteleimon Iosif, Nikolaos Ploskas, Kostas Stergiou, Dimosthenis C. Tsouros:
A CP/LS Heuristic Method for Maxmin and Minmax Location Problems with Distance Constraints. CP 2024: 14:1-14:21 - [c17]Kostis Michailidis, Dimos Tsouros, Tias Guns:
Constraint Modelling with LLMs Using In-Context Learning. CP 2024: 20:1-20:27 - [c16]Wout Vanroose, Ignace Bleukx, Jo Devriendt, Dimos Tsouros, Hélène Verhaeghe, Tias Guns:
Mutational Fuzz Testing for Constraint Modeling Systems. CP 2024: 29:1-29:25 - [c15]Vasileios Balafas, Dimosthenis C. Tsouros, Nikolaos Ploskas, Kostas Stergiou:
The Impact of Solution Diversity on Passive Constraint Acquisition. SETN 2024: 12:1-12:10 - [d1]Kostis Michailidis, Dimos Tsouros, Tias Guns:
CP-LLMs-ICL. DROPS Artifacts, 2024
- [i7]Guillaume Povéda, Ryma Boumazouza, Andreas Strahl, Mark Hall, Santiago Quintana-Amate, Nahum Álvarez, Ignace Bleukx, Dimos Tsouros, Hélène Verhaeghe, Tias Guns:
Trustworthy and Explainable Decision-Making for Workforce allocation. CoRR abs/2412.10272 (2024) - [i6]Dimos Tsouros, Senne Berden, Steven Prestwich, Tias Guns:
Generalizing Constraint Models in Constraint Acquisition. CoRR abs/2412.14950 (2024) - 2023
- [j3]Christian Bessiere, Clément Carbonnel, Anton Dries, Emmanuel Hebrard, George Katsirelos, Nadjib Lazaar, Nina Narodytska, Claude-Guy Quimper, Kostas Stergiou, Dimosthenis C. Tsouros, Toby Walsh:
Learning constraints through partial queries. Artif. Intell. 319: 103896 (2023) - [c14]Nikolaos Ploskas, Kostas Stergiou, Dimosthenis C. Tsouros:
The p-Dispersion Problem with Distance Constraints. CP 2023: 30:1-30:18 - [c13]Dimosthenis C. Tsouros, Senne Berden, Tias Guns:
Guided Bottom-Up Interactive Constraint Acquisition. CP 2023: 36:1-36:20 - [i5]Dimosthenis C. Tsouros, Senne Berden, Tias Guns:
Guided Bottom-Up Interactive Constraint Acquisition. CoRR abs/2307.06126 (2023) - [i4]Dimosthenis C. Tsouros, Hélène Verhaeghe, Serdar Kadioglu, Tias Guns:
Holy Grail 2.0: From Natural Language to Constraint Models. CoRR abs/2308.01589 (2023) - [i3]Dimos Tsouros, Senne Berden, Tias Guns:
Learning to Learn in Interactive Constraint Acquisition. CoRR abs/2312.10795 (2023) - 2022
- [c12]Konstantinos Kiropoulos, Foteini Dimaraki, Dimosthenis C. Tsouros, Stamatia Bibi:
UAV saffran monitoring process. MOCAST 2022: 1-4 - 2021
- [b1]Dimosthenis C. Tsouros:
Techniques for learning constraint satisfaction problems with applications in telecommunications. University of Western Macedonia, Greece, 2021 - [c11]Dimosthenis C. Tsouros, Kostas Stergiou:
Learning Max-CSPs via Active Constraint Acquisition. CP 2021: 54:1-54:18 - [i2]Dimosthenis C. Tsouros, Kostas Stergiou:
Efficient Multiple Constraint Acquisition. CoRR abs/2109.05920 (2021) - 2020
- [j2]Dimosthenis C. Tsouros, Kostas Stergiou:
Efficient multiple constraint acquisition. Constraints An Int. J. 25(3-4): 180-225 (2020) - [c10]Dimosthenis C. Tsouros, Kostas Stergiou, Christian Bessiere:
Omissions in Constraint Acquisition. CP 2020: 935-951 - [c9]Dimosthenis C. Tsouros, Anastasia Terzi, Stamatia Bibi, Fotini Vakouftsi, Vassilis Pantzios:
Towards a Fully Open-Source System for Monitoring of Crops with UAVs in Precision Agriculture. PCI 2020: 322-326 - [i1]Christian Bessiere, Clément Carbonnel, Anton Dries, Emmanuel Hebrard, George Katsirelos, Nadjib Lazaar, Nina Narodytska, Claude-Guy Quimper, Kostas Stergiou, Dimosthenis C. Tsouros, Toby Walsh:
Partial Queries for Constraint Acquisition. CoRR abs/2003.06649 (2020)
2010 – 2019
- 2019
- [j1]Dimosthenis C. Tsouros, Stamatia Bibi, Panagiotis G. Sarigiannidis:
A Review on UAV-Based Applications for Precision Agriculture. Inf. 10(11): 349 (2019) - [c8]Panagiotis A. Bonotis, Dimosthenis C. Tsouros, Panagiotis N. Smyrlis, Alexandros T. Tzallas, Nikolaos Giannakeas, Evripidis Glavas, Markos G. Tsipouras:
Automated Assessment of Pain Intensity Based on EEG Signal Analysis. BIBE 2019: 583-588 - [c7]Dimosthenis C. Tsouros, Kostas Stergiou, Christian Bessiere:
Structure-Driven Multiple Constraint Acquisition. CP 2019: 709-725 - [c6]Dimosthenis C. Tsouros, Anna Triantafyllou, Stamatia Bibi, Panagiotis G. Sarigiannidis:
Data Acquisition and Analysis Methods in UAV- based Applications for Precision Agriculture. DCOSS 2019: 377-384 - [c5]Anna Triantafyllou, Dimosthenis C. Tsouros, Panagiotis G. Sarigiannidis, Stamatia Bibi:
An Architecture model for Smart Farming. DCOSS 2019: 385-392 - 2018
- [c4]Dimosthenis C. Tsouros, Kostas Stergiou, Panagiotis G. Sarigiannidis:
Efficient Methods for Constraint Acquisition. CP 2018: 373-388 - [c3]Markos G. Tsipouras, Dimosthenis C. Tsouros, Panagiotis N. Smyrlis, Nikolaos Giannakeas, Alexandros T. Tzallas:
Random Forests with Stochastic Induction of Decision Trees. ICTAI 2018: 527-531 - 2017
- [c2]Dimosthenis C. Tsouros, Panagiotis N. Smyrlis, Markos G. Tsipouras, Dimitrios G. Tsalikakis, Nikolaos Giannakeas, Alexandros T. Tzallas, Pinelopi Manousou:
Automated Collagen Proportional Area Extraction in Liver Biopsy Images Using a Novel Classification via Clustering Algorithm. CBMS 2017: 30-34 - [c1]Panagiotis N. Smyrlis, Dimosthenis C. Tsouros, Minas Dasygenis:
Parallelization and energy evaluation of interframe compression technique for video images - QSDPCM. PATMOS 2017: 1-8
Coauthor Index
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