Nikolaos Ploskas

45 papers A 2B 1Journal 18Unranked 23

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A surrogate-based adaptive sampling approach for mixed-integer black-box optimization problems. J. Glob. Optim. Emmanouil Karantoumanis, Nikolaos Ploskas
2025	—	`conf`	Addressing Over-Fitting in Passive Constraint Acquisition Through Active Learning. LION (2) Vasileios Balafas, Dimos Tsouros, Nikolaos Ploskas, Kostas Stergiou
2025	J	`jnl`	Overcoming Over-Fitting in Constraint Acquisition via Query-Driven Interactive Refinement. CoRR Vasileios Balafas, Dimos Tsouros, Nikolaos Ploskas, Kostas Stergiou
2024	A	`conf`	A CP/LS Heuristic Method for Maxmin and Minmax Location Problems with Distance Constraints. CP Panteleimon Iosif, Nikolaos Ploskas, Kostas Stergiou, Dimosthenis C. Tsouros
2024	—	`conf`	A Heuristic Constraint Programming Approach to the p-median Problem with Distance Constraints. SETN Panteleimon Iosif, Nikolaos Ploskas, Kostas Stergiou
2024	J	`jnl`	Enhancing Constraint Acquisition Through Hybrid Learning: An Integration of Passive and Active Learning Strategies. Int. J. Artif. Intell. Tools Vasileios Balafas, Dimosthenis C. Tsouros, Nikolaos Ploskas, Kostas Stergiou
2024	—	`conf`	Optimizing concentrated solar power plants using adaptive sampling-based derivative-free algorithms. PCI Emmanouil Karantoumanis, Nikolaos Ploskas
2024	J	`jnl`	Real-time disease detection on bean leaves from a small image dataset using data augmentation and deep learning methods. Soft Comput. Emmanouil Karantoumanis, Vasileios Balafas, Malamati D. Louta, Nikolaos Ploskas
2024	—	`conf`	The Impact of Solution Diversity on Passive Constraint Acquisition. SETN Vasileios Balafas, Dimosthenis C. Tsouros, Nikolaos Ploskas, Kostas Stergiou
2023	J	`jnl`	Machine Learning and Deep Learning for Plant Disease Classification and Detection. IEEE Access Vasileios Balafas, Emmanouil Karantoumanis, Malamati D. Louta, Nikolaos Ploskas
2023	A	`conf`	The p-Dispersion Problem with Distance Constraints. CP Nikolaos Ploskas, Kostas Stergiou, Dimosthenis C. Tsouros
2022	—	`conf`	A Decision Support System for Monitoring and Control of Thermal Substations in District Heating Networks. SEEDA-CECNSM Vasileios Balafas, Leonidas Zouloumis, Nikolaos Ploskas, Giorgos Panaras
2022	—	`conf`	Computational comparison of image preprocessing techniques for plant diseases detection. SEEDA-CECNSM Emmanouil Karantoumanis, Vasileios Balafas, Malamati D. Louta, Nikolaos Ploskas
2022	—	`conf`	Intelligent Pesticide and Irrigation Management in Precision Agriculture: The Case of VELOS Project. HAICTA Malamati D. Louta, Fokion Papathanasiou, Petros Damos, Nikolaos Ploskas, Minas Dasygenis, Thomas S. Kyriakidis, Vasileios Balafas, Antonios Chatzisavvas, Ioanna Karampelia, Emmanouil Karantoumanis, Nikolaos Mantas, Nikos Dimokas, Vassilios Lazaridis, Ioannis Vandikas, Kostas Stergiou, Pantelis A. Angelidis, Evangelos Tsikos
2022	—	`conf`	Parameter Tuning of Linear Programming Solvers. SEEDA-CECNSM Nikolaos Ploskas
2022	J	`jnl`	Review and comparison of algorithms and software for mixed-integer derivative-free optimization. J. Glob. Optim. Nikolaos Ploskas, Nikolaos V. Sahinidis
2021	J	`jnl`	A triangulation and fill-reducing initialization procedure for the simplex algorithm. Math. Program. Comput. Nikolaos Ploskas, Nikolaos V. Sahinidis, Nikolaos Samaras
2021	—	`conf`	An experimental evaluation of sensors on a LoRaWAN-based GPS tracking system. PCI Emmanouil Karantoumanis, Xristos Krallis, Nikolaos Ploskas
2021	—	`conf`	Analysis and Comparison of Binary and Interpolation Search Algorithms in a B-tree. PCI Sotirios Salakos, Nikolaos Ploskas
2021	—	`conf`	Computational Comparison of Deep Learning Algorithms for Object Detection. PCI Vasileios Balafas, Nikolaos Ploskas
2020	J	`jnl`	GPU parameter tuning for tall and skinny dense linear least squares problems. Optim. Methods Softw. Benjamin Sauk, Nikolaos Ploskas, Nikolaos V. Sahinidis
2020	—	`conf`	Power Consumption Estimation in Data Centers Using Machine Learning Techniques. LION Emmanouil Karantoumanis, Nikolaos Ploskas
2019	J	`jnl`	A decision support system for multiple criteria alternative ranking using TOPSIS and VIKOR in fuzzy and nonfuzzy environments. Fuzzy Sets Syst. Nikolaos Ploskas, Jason Papathanasiou
2019	J	`jnl`	Evaluating and ranking patents with multiple criteria: How many criteria are required to find the most promising patents? Comput. Chem. Eng. Nikolaos Ploskas, Tong Zhang, Nikolaos V. Sahinidis, Flor A. Castillo, Krishnan Sankaranarayanan
2019	B	`conf`	Heat Exchanger Circuitry Design by Decision Diagrams. CPAIOR Nikolaos Ploskas, Christopher R. Laughman, Arvind U. Raghunathan, Nikolaos V. Sahinidis
2019	—	`conf`	Multi-Robot Coverage Path Planning in 3-Dimensional Environments. MOCAST Nikolaos Baras, Minas Dasygenis, Nikolaos Ploskas
2019	—	`conf`	Predicting the Execution Time of the Interior Point Method for Solving Linear Programming Problems Using Artificial Neural Networks. LION Sophia Voulgaropoulou, Nikolaos Samaras, Nikolaos Ploskas
2019	J	`jnl`	Tuning BARON using derivative-free optimization algorithms. J. Glob. Optim. Jianfeng Liu, Nikolaos Ploskas, Nikolaos V. Sahinidis
2017	—	`conf`	Implementation of an Extended Fuzzy VIKOR Method Based on Triangular and Trapezoidal Fuzzy Linguistic Variables and Alternative Deffuzification Techniques. ICDSST Nikolaos Ploskas, Jason Papathanasiou, Georgios Tsaples
2017	—	`conf`	Integrating System Dynamics with Exploratory MCDA for Robust Decision-Making. ICDSST Georgios Tsaples, Jason Papathanasiou, Nikolaos Ploskas
2017	J	`jnl`	Optimization of circuitry arrangements for heat exchangers using derivative-free optimization. CoRR Nikolaos Ploskas, Christopher R. Laughman, Arvind U. Raghunathan, Nikolaos V. Sahinidis
2016	—	`conf`	A Decision Support System for Multiple Criteria Alternative Ranking Using TOPSIS and VIKOR: A Case Study on Social Sustainability in Agriculture. ICDSST Jason Papathanasiou, Nikolaos Ploskas, Thomas Bournaris, Basil D. Manos
2015	—	`conf`	A Tangible Collaborative Decision Support System for Various Variants of the Vehicle Routing Problem. ICDSST Nikolaos Ploskas, Ioannis Athanasiadis, Jason Papathanasiou, Nikolaos Samaras
2015	J	`jnl`	A computational comparison of scaling techniques for linear optimization problems on a graphical processing unit. Int. J. Comput. Math. Nikolaos Ploskas, Nikolaos Samaras
2015	J	`jnl`	An Interactive Spatial Decision Support System Enabling Co-Located Collaboration using Tangible User Interfaces for the Multiple Capacitated Facility Location Problem. Int. J. Decis. Support Syst. Technol. Nikolaos Ploskas, Ioannis Athanasiadis, Jason Papathanasiou, Nikolaos Samaras
2015	J	`jnl`	Efficient GPU-based implementations of simplex type algorithms. Appl. Math. Comput. Nikolaos Ploskas, Nikolaos Samaras
2014	—	`conf`	A Collaborative Spatial Decision Support System for the Capacitated Vehicle Routing Problem on a Tabletop Display. EWG-DSS Nikolaos Ploskas, Ioannis Athanasiadis, Jason Papathanasiou, Nikolaos Samaras
2014	J	`jnl`	A Decision Support System for Solving Linear Programming Problems. Int. J. Decis. Support Syst. Technol. Nikolaos Ploskas, Nikolaos Samaras, Jason Papathanasiou
2014	J	`jnl`	GPU accelerated pivoting rules for the simplex algorithm. J. Syst. Softw. Nikolaos Ploskas, Nikolaos Samaras
2014	—	`—`	Hybrid optimization algorithms: implementation on GPU Nikolaos Ploskas
2013	—	`conf`	A Web-Based Decision Support System for the Multiple Capacitated Facility Location Problem. EWG-DSS Jason Papathanasiou, Nikolaos Ploskas, Nikolaos Samaras
2013	—	`conf`	Combining interior and exterior simplex type algorithms. Panhellenic Conference on Informatics Themistoklis Glavelis, Nikolaos Ploskas, Nikolaos Samaras
2013	—	`conf`	The impact of scaling on simplex type algorithms. BCI Nikolaos Ploskas, Nikolaos Samaras
2012	—	`conf`	A Web-Based Decision Support System Using Basis Update on Simplex Type Algorithms. EWG-DSS Nikolaos Ploskas, Nikolaos Samaras, Jason Papathanasiou
2010	J	`jnl`	A computational evaluation of some free mathematical software for scientific computing. J. Comput. Sci. Themistoklis Glavelis, Nikolaos Ploskas, Nikolaos Samaras