Evaluating direction-of-change forecasting: Neurofuzzy models vs. neural networks. - Stelios D. Bekiros; Dimitris A. Georgoutsos (Math. Comput. Model., 2007)

Fuzzy adaptive decision-making for boundedly rational traders in speculative stock markets. - Stelios D. Bekiros (Eur. J. Oper. Res., 2010)

Sign Prediction and Volatility Dynamics With Hybrid Neurofuzzy Approaches. - Stelios D. Bekiros (IEEE Trans. Neural Networks, 2011)

Bayesian forecasting with small and medium scale factor-augmented vector autoregressive DSGE models. - Stelios D. Bekiros; Alessia Paccagnini (Comput. Stat. Data Anal., 2014)

The Intelligent Portfolio Selection Optimization System, (IPSOS). - Nikos Loukeris; Stelios D. Bekiros; Iordanis Eleftheriadis (IISA, 2016)

The Portfolio Yield Reactive (PYR) model. - Nikos Loukeris; Stelios D. Bekiros; Iordanis Eleftheriadis (IISA, 2016)

Information diffusion, cluster formation and entropy-based network dynamics in equity and commodity markets. - Stelios D. Bekiros; Duc Khuong Nguyen; Leonidas Sandoval Junior; Gazi Salah Uddin (Eur. J. Oper. Res., 2017)

Evolutionary-based return forecasting with nonlinear STAR models: evidence from the Eurozone peripheral stock markets. - Christos Avdoulas; Stelios D. Bekiros; Sabri Boubaker (Ann. Oper. Res., 2018)

The Informational Dynamics of Mean‒Variance Relationships in Fertilizer Markets: An Entropic Investigation. - Salim Lahmiri; Stelios D. Bekiros (Entropy, 2018)

Recurrent Neural Network-Based Robust Nonsingular Sliding Mode Control With Input Saturation for a Non-Holonomic Spherical Robot. - Shu-Bo Chen; Alireza Beigi; Amin Yousefpour; Farhad Rajaee; Hadi Jahanshahi; Stelios D. Bekiros; Raúl Alcaraz Martínez; Yuming Chu (IEEE Access, 2020)

Optimal Control of Time-Delay Fractional Equations via a Joint Application of Radial Basis Functions and Collocation Method. - Shu-Bo Chen; Samaneh Soradi-Zeid; Hadi Jahanshahi; Raúl Alcaraz 001; José Francisco Gómez-Aguilar; Stelios D. Bekiros; Yu-Ming Chu 001 (Entropy, 2020)

Randomness, Informational Entropy, and Volatility Interdependencies among the Major World Markets: The Role of the COVID-19 Pandemic. - Salim Lahmiri; Stelios D. Bekiros (Entropy, 2020)

Performance assessment of ensemble learning systems in financial data classification. - Salim Lahmiri; Stelios D. Bekiros; Anastasia Giakoumelou; Frank Bezzina (Intell. Syst. Account. Finance Manag., 2020)

Deep Learning Forecasting in Cryptocurrency High-Frequency Trading. - Salim Lahmiri; Stelios D. Bekiros (Cogn. Comput., 2021)

Synchronization of the Glycolysis Reaction-Diffusion Model via Linear Control Law. - Adel Ouannas; Iqbal M. Batiha; Stelios D. Bekiros; Jinping Liu; Hadi Jahanshahi; Ayman A. Aly; Abdulaziz H. Alghtani (Entropy, 2021)

A Caputo-Fabrizio Fractional-Order Model of HIV/AIDS with a Treatment Compartment: Sensitivity Analysis and Optimal Control Strategies. - Hua Wang; Hadi Jahanshahi; Miao-Kun Wang; Stelios D. Bekiros; Jinping Liu; Ayman A. Aly (Entropy, 2021)

An adaptive sequential-filtering learning system for credit risk modeling. - Salim Lahmiri; Anastasia Giakoumelou; Stelios D. Bekiros (Soft Comput., 2021)

Correction to: An adaptive sequential-filtering learning system for credit risk modeling. - Salim Lahmiri; Anastasia Giakoumelou; Stelios D. Bekiros (Soft Comput., 2021)

Control of a Symmetric Chaotic Supply Chain System Using a New Fixed-Time Super-Twisting Sliding Mode Technique Subject to Control Input Limitations. - Bo Wang; Hadi Jahanshahi; Christos K. Volos; Stelios D. Bekiros; Abdullahi Yusuf; Praveen Agarwal; Ayman A. Aly (Symmetry, 2021)

Experimental validation of disturbance observer-based adaptive terminal sliding mode control subject to control input limitations for SISO and MIMO systems. - Bo Wang; Mohamed Derbeli; Oscar Barambones; Amin Yousefpour; Hadi Jahanshahi; Stelios D. Bekiros; Ayman A. Aly; Mosleh M. Al-Harthi (Eur. J. Control, 2022)

Laguerre Wavelet Approach for a Two-Dimensional Time-Space Fractional Schrödinger Equation. - Stelios D. Bekiros; Samaneh Soradi-Zeid; Jun Mou; Amin Yousefpour; Ernesto Zambrano-Serrano; Hadi Jahanshahi (Entropy, 2022)

Distributed Consensus Tracking Control of Chaotic Multi-Agent Supply Chain Network: A New Fault-Tolerant, Finite-Time, and Chatter-Free Approach. - Ziyi Liu; Hadi Jahanshahi; Christos K. Volos; Stelios D. Bekiros; Shaobo He; Madini O. Alassafi; Adil M. Ahmad (Entropy, 2022)

Complexity analysis and forecasting of variations in cryptocurrency trading volume with support vector regression tuned by Bayesian optimization under different kernels: An empirical comparison from a large dataset. - Salim Lahmiri; Stelios D. Bekiros; Frank Bezzina (Expert Syst. Appl., 2022)

Hidden Homogeneous Extreme Multistability of a Fractional-Order Hyperchaotic Discrete-Time System: Chaos, Initial Offset Boosting, Amplitude Control, Control, and Synchronization. - Amina-Aicha Khennaoui; Adel Ouannas; Stelios D. Bekiros; Ayman A. Aly; Ahmed Alotaibi; Hadi Jahanshahi; Hajid Alsubaie (Symmetry, 2023)

Systematic risk in the biopharmaceutical sector: a multiscale approach. - Gazi Salah Uddin; Muhammad Yahya; Stelios D. Bekiros; Raanadeva Jayasekera; Gerhard Kling (Ann. Oper. Res., 2023)

Short-term volatility timing: a cross-country study. - Marta Vidal; Javier Vidal-García; Sabri Boubaker; Stelios D. Bekiros (Ann. Oper. Res., 2024)