Nikolaos P. Bakas

According to our database, Nikolaos P. Bakas authored at least 16 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A Climate-Aware Modeling Framework for Reliable IoT Connectivity: Environmental Effects on LoRaWAN Signal-to-Noise Ratio.

Spyros Lavdas, Nikolaos P. Bakas, Wassim El-Hajj, Zinon Zinonos

IEEE Internet Things J., 2026

2025

Evaluating LoRaWAN Network Performance in Smart City Environments Using Machine Learning.

Spyros Lavdas, Nikolaos P. Bakas, Konstantinos Vavousis, Alá F. Khalifeh, Wassim El-Hajj, Zinon Zinonos

IEEE Internet Things J., July, 2025

Evolution of AI-Driven Digital Surveillance Monitoring in Scientific Literature.

Spyros Lavdas, Nikolaos P. Bakas, Savvas A. Chatzichristofis, George Vardoulias, George Kokosalakis, Konstantinos Vavousis

Proceedings of the Information Systems, 2025

2024

Taylor Polynomials in a High Arithmetic Precision as Universal Approximators.

Nikolaos P. Bakas

Comput., March, 2024

New Predictive Models for the Computation of Reinforced Concrete Columns Shear Strength.

Anthos I. Ioannou, David Galbraith, Nikolaos P. Bakas, George Markou, John Bellos

Comput., 2024

Automated Machine Learning in a Multi-agent Environment.

Nikolaos P. Bakas, Spyros Lavdas, Konstantinos Vavousis, Christos Christodoulou, Andreas Langousis

Proceedings of the Information Systems, 2024

2023

Integrating LLMs in Higher Education, Through Interactive Problem Solving and Tutoring: Algorithmic Approach and Use Cases.

Nikolaos P. Bakas, Maria Papadaki, Evgenia Vagianou, Ioannis T. Christou, Savvas A. Chatzichristofis

Proceedings of the Information Systems, 2023

2022

Inverse Transform Sampling for Bibliometric Literature Analysis.

Nikolaos P. Bakas, Dionisios Koutsantonis, Vagelis Plevris, Andreas Langousis, Savvas A. Chatzichristofis

Proceedings of the 13th International Conference on Information, 2022

Identification of Multiple Sclerosis Signals' Dependence on Patients' Medical Conditions Through Stochastic Perturbation of Features in Five Machine Learning Models.

Spyros Lavdas, Dimitrios Sklavounos, Panagiotis K. Gkonis, Panagiotis Siaperas, Nikolaos P. Bakas

Proceedings of the Information Systems, 2022

Next Generation Process Material Tracking and Analytics for the Process Industries Using Machine Learning Algorithms.

Symon Doe, Christoforos Kassianides, Symeon Kassianides, Nikolaos P. Bakas, Christos Christodoulou

Proceedings of the Information Systems, 2022

Significance of Eco-Cement Constituents to Its Mechanical Properties, by Machine Learning Algorithms.

Natia R. Anastasi, Nikolaos P. Bakas

Proceedings of the Information Systems, 2022

2021

Algorithmic Solution for Non-Square, Dense Systems of Linear Equations, with applications in Feature Selection.

Nikolaos P. Bakas

CoRR, 2021

2020

The Lagrangian remainder of Taylor's series, distinguishes O(f(x)) time complexities to polynomials or not.

Nikolaos P. Bakas, Elias B. Kosmatopoulos, Savvas A. Chatzichristofis

CoRR, 2020

2019

Sensitivity Analysis of Machine Learning Models for the Mass Appraisal of Real Estate. Case Study of Residential Units in Nicosia, Cyprus.

Thomas Dimopoulos, Nikolaos P. Bakas

Remote. Sens., 2019

Training-Free Artificial Neural Networks.

Nikolaos P. Bakas

CoRR, 2019

2016

Forecasting and uncertainty: A survey.

Spyros Makridakis, Nikolaos P. Bakas

Risk Decis. Anal., 2016