Forecasting and uncertainty: A survey. - Spyros Makridakis; Nikolaos P. Bakas (Risk Decis. Anal., 2016)

Training-Free Artificial Neural Networks. - Nikolaos P. Bakas (CoRR, 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)

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)

Algorithmic Solution for Non-Square, Dense Systems of Linear Equations, with applications in Feature Selection. - Nikolaos P. Bakas (CoRR, 2021)

Significance of Eco-Cement Constituents to Its Mechanical Properties, by Machine Learning Algorithms. - Natia R. Anastasi; Nikolaos P. Bakas (EMCIS, 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 (EMCIS, 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 (EMCIS, 2022)

Inverse Transform Sampling for Bibliometric Literature Analysis. - Nikolaos P. Bakas; Dionisios Koutsantonis; Vagelis Plevris; Andreas Langousis; Savvas A. Chatzichristofis (IISA, 2022)

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 (EMCIS (1), 2023)

Automated Machine Learning in a Multi-agent Environment. - Nikolaos P. Bakas; Spyros Lavdas; Konstantinos Vavousis; Christos Christodoulou; Andreas Langousis (EMCIS (1), 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)

Taylor Polynomials in a High Arithmetic Precision as Universal Approximators. - Nikolaos P. Bakas (Comput., 2024)

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., 2025)