Dimos Tsouros

Dimos Tsouros

Post-Doc Researcher

Publications

You can also find my articles on my Google Scholar profile.

Mutational Fuzz Testing for Constraint Modeling Systems

Published in In the proceedings of 30th International Conference on Principles and Practice of Constraint Programming (CP 2024), 2024

Use Google Scholar for full citation

Recommended citation: Wout Vanroose, Ignace Bleukx, Jo Devriendt, Dimos Tsouros, H{\'e}l{\`e}ne Verhaeghe, Tias Guns, "Mutational Fuzz Testing for Constraint Modeling Systems." In the proceedings of 30th International Conference on Principles and Practice of Constraint Programming (CP 2024), 2024.

Learning to learn in interactive constraint acquisition

Published in In the proceedings of Proceedings of the AAAI Conference on Artificial Intelligence, 2024

Use Google Scholar for full citation

Recommended citation: Dimosthenis Tsouros, Senne Berden, Tias Guns, "Learning to learn in interactive constraint acquisition." In the proceedings of Proceedings of the AAAI Conference on Artificial Intelligence, 2024.

Generalizing Constraint Models in Constraint Acquisition

Published in In the proceedings of CP24 workshop on Progress Towards the Holy Grail, 2024

Use Google Scholar for full citation

Recommended citation: Dimos Tsouros, Steven Prestwich, Tias Guns, "Generalizing Constraint Models in Constraint Acquisition." In the proceedings of CP24 workshop on Progress Towards the Holy Grail, 2024.

Efficient Modeling of Half-reified Global Constraints

Published in In the proceedings of The 23rd workshop on Constraint Modelling and Reformulation, Date: 2024/09/02-2024/09/02, Location: Gerona, Spain, 2024

Use Google Scholar for full citation

Recommended citation: Ignace Bleukx, H{\'e}l{\`e}ne Verhaeghe, Dimos Tsouros, Tias Guns, "Efficient Modeling of Half-reified Global Constraints." In the proceedings of The 23rd workshop on Constraint Modelling and Reformulation, Date: 2024/09/02-2024/09/02, Location: Gerona, Spain, 2024.

Constraint Modelling with LLMs Using In-Context Learning

Published in In the proceedings of 30th International Conference on Principles and Practice of Constraint Programming, 2024

Use Google Scholar for full citation

Recommended citation: Kostis Michailidis, Dimos Tsouros, Tias Guns, "Constraint Modelling with LLMs Using In-Context Learning." In the proceedings of 30th International Conference on Principles and Practice of Constraint Programming, 2024.

A CP/LS Heuristic Method for Maxmin and Minmax Location Problems with Distance Constraints

Published in In the proceedings of 30th International Conference on Principles and Practice of Constraint Programming (CP 2024), 2024

Use Google Scholar for full citation

Recommended citation: Panteleimon Iosif, Nikolaos Ploskas, Kostas Stergiou, Dimosthenis Tsouros, "A CP/LS Heuristic Method for Maxmin and Minmax Location Problems with Distance Constraints." In the proceedings of 30th International Conference on Principles and Practice of Constraint Programming (CP 2024), 2024.

The p-Dispersion Problem with Distance Constraints

Published in In the proceedings of 29th International Conference on Principles and Practice of Constraint Programming (CP 2023), 2023

Use Google Scholar for full citation

Recommended citation: Nikolaos Ploskas, Kostas Stergiou, Dimosthenis Tsouros, "The p-Dispersion Problem with Distance Constraints." In the proceedings of 29th International Conference on Principles and Practice of Constraint Programming (CP 2023), 2023.

Learning constraints through partial queries

Published in Artificial Intelligence, 2023

Use Google Scholar for full citation

Recommended citation: Christian Bessiere, Clement Carbonnel, Anton Dries, Emmanuel Hebrard, George Katsirelos, Nina Narodytska, Claude-Guy Quimper, Kostas Stergiou, Dimosthenis Tsouros, Toby Walsh, "Learning constraints through partial queries." Artificial Intelligence, 2023.

Learning constraint models from data

Published in In the proceedings of Proc. AAAI 2023 Bridge on Constraint Programming and Machine Learning (CPML), 2023

Use Google Scholar for full citation

Recommended citation: Dimosthenis Tsouros, Tias Guns, Kostas Stergiou, "Learning constraint models from data." In the proceedings of Proc. AAAI 2023 Bridge on Constraint Programming and Machine Learning (CPML), 2023.

Guided Bottom-Up Interactive Constraint Acquisition

Published in In the proceedings of 29th International Conference on Principles and Practice of Constraint Programming (CP 2023), 2023

Use Google Scholar for full citation

Recommended citation: Dimos Tsouros, Senne Berden, Tias Guns, "Guided Bottom-Up Interactive Constraint Acquisition." In the proceedings of 29th International Conference on Principles and Practice of Constraint Programming (CP 2023), 2023.

Breaking Constraint Modelling Languages with Metamorphic Testing

Published in In the proceedings of The 22nd workshop on Constraint Modelling and Reformulation, Date: 2023/08/27-2023/08/27, Location: Toronta, Canada, 2023

Use Google Scholar for full citation

Recommended citation: Ignace Bleukx, Wout Vanroose, Jo Devriendt, Dimos Tsouros, H{\'e}l{\`e}ne Verhaeghe, Tias Guns, "Breaking Constraint Modelling Languages with Metamorphic Testing." In the proceedings of The 22nd workshop on Constraint Modelling and Reformulation, Date: 2023/08/27-2023/08/27, Location: Toronta, Canada, 2023.

UAV saffran monitoring process

Published in In the proceedings of 2022 11th International Conference on Modern Circuits and Systems Technologies (MOCAST), 2022

Use Google Scholar for full citation

Recommended citation: Konstantinos Kiropoulos, Foteini Dimaraki, Dimosthenis Tsouros, Stamatia Bibi, "UAV saffran monitoring process." In the proceedings of 2022 11th International Conference on Modern Circuits and Systems Technologies (MOCAST), 2022.

Monitoring saffron crops with uavs

Published in In the proceedings of Telecom, 2022

Use Google Scholar for full citation

Recommended citation: Konstantinos Kiropoulos, Dimosthenis Tsouros, Foteini Dimaraki, Anna Triantafyllou, Stamatia Bibi, Panagiotis Sarigiannidis, Pantelis Angelidis, "Monitoring saffron crops with uavs." In the proceedings of Telecom, 2022.

Learning max-csps via active constraint acquisition

Published in In the proceedings of 27th International Conference on Principles and Practice of Constraint Programming (CP 2021), 2021

Use Google Scholar for full citation

Recommended citation: Dimosthenis Tsouros, Kostas Stergiou, "Learning max-csps via active constraint acquisition." In the proceedings of 27th International Conference on Principles and Practice of Constraint Programming (CP 2021), 2021.

Towards a Fully Open-Source System for Monitoring of Crops with UAVs in Precision Agriculture

Published in In the proceedings of Proceedings of the 24th Pan-Hellenic Conference on Informatics, 2020

Use Google Scholar for full citation

Recommended citation: Dimosthenis Tsouros, Anastasia Terzi, Stamatia Bibi, Fotini Vakouftsi, Vassilis Pantzios, "Towards a Fully Open-Source System for Monitoring of Crops with UAVs in Precision Agriculture." In the proceedings of Proceedings of the 24th Pan-Hellenic Conference on Informatics, 2020.

Omissions in constraint acquisition

Published in In the proceedings of Principles and Practice of Constraint Programming: 26th International Conference, CP 2020, Louvain-la-Neuve, Belgium, September 7--11, 2020, Proceedings 26, 2020

Use Google Scholar for full citation

Recommended citation: Dimosthenis Tsouros, Kostas Stergiou, Christian Bessiere, "Omissions in constraint acquisition." In the proceedings of Principles and Practice of Constraint Programming: 26th International Conference, CP 2020, Louvain-la-Neuve, Belgium, September 7--11, 2020, Proceedings 26, 2020.

Structure-driven multiple constraint acquisition

Published in In the proceedings of Principles and Practice of Constraint Programming: 25th International Conference, CP 2019, Stamford, CT, USA, September 30--October 4, 2019, Proceedings 25, 2019

Use Google Scholar for full citation

Recommended citation: Dimosthenis Tsouros, Kostas Stergiou, Christian Bessiere, "Structure-driven multiple constraint acquisition." In the proceedings of Principles and Practice of Constraint Programming: 25th International Conference, CP 2019, Stamford, CT, USA, September 30--October 4, 2019, Proceedings 25, 2019.

Data acquisition and analysis methods in UAV-based applications for Precision Agriculture

Published in In the proceedings of 2019 15th International Conference on Distributed Computing in Sensor Systems (DCOSS), 2019

Use Google Scholar for full citation

Recommended citation: Dimosthenis Tsouros, Anna Triantafyllou, Stamatia Bibi, Panagiotis Sarigannidis, "Data acquisition and analysis methods in UAV-based applications for Precision Agriculture." In the proceedings of 2019 15th International Conference on Distributed Computing in Sensor Systems (DCOSS), 2019.

Automated assessment of pain intensity based on EEG signal analysis

Published in In the proceedings of 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering (BIBE), 2019

Use Google Scholar for full citation

Recommended citation: Panagiotis Bonotis, Dimosthenis Tsouros, Panagiotis Smyrlis, Alexandros Tzallas, Nikolaos Giannakeas, Evripidis Glavas, Markos Tsipouras, "Automated assessment of pain intensity based on EEG signal analysis." In the proceedings of 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering (BIBE), 2019.

An architecture model for smart farming

Published in In the proceedings of 2019 15th International conference on distributed computing in sensor systems (DCOSS), 2019

Use Google Scholar for full citation

Recommended citation: Anna Triantafyllou, Dimosthenis Tsouros, Panagiotis Sarigiannidis, Stamatia Bibi, "An architecture model for smart farming." In the proceedings of 2019 15th International conference on distributed computing in sensor systems (DCOSS), 2019.

Random forests with stochastic induction of decision trees

Published in In the proceedings of 2018 IEEE 30th international conference on tools with artificial intelligence (ICTAI), 2018

Use Google Scholar for full citation

Recommended citation: Markos Tsipouras, Dimosthenis Tsouros, Panagiotis Smyrlis, Nikolaos Giannakeas, Alexandros Tzallas, "Random forests with stochastic induction of decision trees." In the proceedings of 2018 IEEE 30th international conference on tools with artificial intelligence (ICTAI), 2018.

Efficient methods for constraint acquisition

Published in In the proceedings of Principles and Practice of Constraint Programming: 24th International Conference, CP 2018, Lille, France, August 27-31, 2018, Proceedings 24, 2018

Use Google Scholar for full citation

Recommended citation: Dimosthenis Tsouros, Kostas Stergiou, Panagiotis Sarigiannidis, "Efficient methods for constraint acquisition." In the proceedings of Principles and Practice of Constraint Programming: 24th International Conference, CP 2018, Lille, France, August 27-31, 2018, Proceedings 24, 2018.

Constrained K-Means Classification.

Published in Engineering, Technology & Applied Science Research, 2018

Use Google Scholar for full citation

Recommended citation: Panagiotis Smyrlis, Dimosthenis Tsouros, Markos Tsipouras, "Constrained K-Means Classification.." Engineering, Technology & Applied Science Research, 2018.

Parallelization and energy evaluation of interframe compression technique for video images QSDPCM

Published in In the proceedings of 2017 27th International Symposium on Power and Timing Modeling, Optimization and Simulation (PATMOS), 2017

Use Google Scholar for full citation

Recommended citation: Panagiotis Smyrlis, Dimosthenis Tsouros, Minas Dasygenis, "Parallelization and energy evaluation of interframe compression technique for video images QSDPCM." In the proceedings of 2017 27th International Symposium on Power and Timing Modeling, Optimization and Simulation (PATMOS), 2017.

Automated collagen proportional area extraction in liver biopsy images using a novel classification via clustering algorithm

Published in In the proceedings of 2017 IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS), 2017

Use Google Scholar for full citation

Recommended citation: Dimosthenis Tsouros, Panagiotis Smyrlis, Markos Tsipouras, Dimitrios Tsalikakis, Nikolaos Giannakeas, Alexandros Tzallas, Pinelopi Manousou, "Automated collagen proportional area extraction in liver biopsy images using a novel classification via clustering algorithm." In the proceedings of 2017 IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS), 2017.