Stelios D. Bekiros

28 papers Journal 26Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Machine Learning Systems Tuned by Bayesian Optimization to Forecast Electricity Demand and Production. Algorithms Zhen Wang, Salim Lahmiri, Stelios D. Bekiros
2024	J	`jnl`	Enhanced Control of Nonlinear Systems Under Control Input Constraints and Faults: A Neural Network-Based Integral Fuzzy Sliding Mode Approach. Entropy Guangyi Yang, Stelios D. Bekiros, Qijia Yao, Jun Mou, Ayman A. Aly, Osama R. Sayed
2024	J	`jnl`	Short-term volatility timing: a cross-country study. Ann. Oper. Res. Marta Vidal, Javier Vidal-García, Sabri Boubaker, Stelios D. Bekiros
2023	J	`jnl`	Hidden Homogeneous Extreme Multistability of a Fractional-Order Hyperchaotic Discrete-Time System: Chaos, Initial Offset Boosting, Amplitude Control, Control, and Synchronization. Symmetry Amina-Aicha Khennaoui, Adel Ouannas, Stelios D. Bekiros, Ayman A. Aly, Ahmed Alotaibi, Hadi Jahanshahi, Hajid Alsubaie
2023	J	`jnl`	Systematic risk in the biopharmaceutical sector: a multiscale approach. Ann. Oper. Res. Gazi Salah Uddin, Muhammad Yahya, Stelios D. Bekiros, Raanadeva Jayasekera, Gerhard Kling
2022	J	`jnl`	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. Expert Syst. Appl. Salim Lahmiri, Stelios D. Bekiros, Frank Bezzina
2022	J	`jnl`	Distributed Consensus Tracking Control of Chaotic Multi-Agent Supply Chain Network: A New Fault-Tolerant, Finite-Time, and Chatter-Free Approach. Entropy Ziyi Liu, Hadi Jahanshahi, Christos K. Volos, Stelios D. Bekiros, Shaobo He, Madini O. Alassafi, Adil M. Ahmad
2022	J	`jnl`	Experimental validation of disturbance observer-based adaptive terminal sliding mode control subject to control input limitations for SISO and MIMO systems. Eur. J. Control Bo Wang, Mohamed Derbeli, Oscar Barambones, Amin Yousefpour, Hadi Jahanshahi, Stelios D. Bekiros, Ayman A. Aly, Mosleh M. Al-Harthi
2022	J	`jnl`	Laguerre Wavelet Approach for a Two-Dimensional Time-Space Fractional Schrödinger Equation. Entropy Stelios D. Bekiros, Samaneh Soradi-Zeid, Jun Mou, Amin Yousefpour, Ernesto Zambrano-Serrano, Hadi Jahanshahi
2021	J	`jnl`	A Caputo-Fabrizio Fractional-Order Model of HIV/AIDS with a Treatment Compartment: Sensitivity Analysis and Optimal Control Strategies. Entropy Hua Wang, Hadi Jahanshahi, Miao-Kun Wang, Stelios D. Bekiros, Jinping Liu, Ayman A. Aly
2021	J	`jnl`	An adaptive sequential-filtering learning system for credit risk modeling. Soft Comput. Salim Lahmiri, Anastasia Giakoumelou, Stelios D. Bekiros
2021	J	`jnl`	Control of a Symmetric Chaotic Supply Chain System Using a New Fixed-Time Super-Twisting Sliding Mode Technique Subject to Control Input Limitations. Symmetry Bo Wang, Hadi Jahanshahi, Christos K. Volos, Stelios D. Bekiros, Abdullahi Yusuf, Praveen Agarwal, Ayman A. Aly
2021	J	`jnl`	Correction to: An adaptive sequential-filtering learning system for credit risk modeling. Soft Comput. Salim Lahmiri, Anastasia Giakoumelou, Stelios D. Bekiros
2021	J	`jnl`	Deep Learning Forecasting in Cryptocurrency High-Frequency Trading. Cogn. Comput. Salim Lahmiri, Stelios D. Bekiros
2021	J	`jnl`	Synchronization of the Glycolysis Reaction-Diffusion Model via Linear Control Law. Entropy Adel Ouannas, Iqbal M. Batiha, Stelios D. Bekiros, Jinping Liu, Hadi Jahanshahi, Ayman A. Aly, Abdulaziz H. Alghtani
2020	J	`jnl`	Optimal Control of Time-Delay Fractional Equations via a Joint Application of Radial Basis Functions and Collocation Method. Entropy Shu-Bo Chen, Samaneh Soradi-Zeid, Hadi Jahanshahi, Raúl Alcaraz, José Francisco Gómez-Aguilar, Stelios D. Bekiros, Yu-Ming Chu
2020	J	`jnl`	Performance assessment of ensemble learning systems in financial data classification. Intell. Syst. Account. Finance Manag. Salim Lahmiri, Stelios D. Bekiros, Anastasia Giakoumelou, Frank Bezzina
2020	J	`jnl`	Randomness, Informational Entropy, and Volatility Interdependencies among the Major World Markets: The Role of the COVID-19 Pandemic. Entropy Salim Lahmiri, Stelios D. Bekiros
2020	J	`jnl`	Recurrent Neural Network-Based Robust Nonsingular Sliding Mode Control With Input Saturation for a Non-Holonomic Spherical Robot. IEEE Access Shu-Bo Chen, Alireza Beigi, Amin Yousefpour, Farhad Rajaee, Hadi Jahanshahi, Stelios D. Bekiros, Raúl Alcaraz Martínez, Yuming Chu
2018	J	`jnl`	Evolutionary-based return forecasting with nonlinear STAR models: evidence from the Eurozone peripheral stock markets. Ann. Oper. Res. Christos Avdoulas, Stelios D. Bekiros, Sabri Boubaker
2018	J	`jnl`	The Informational Dynamics of Mean‒Variance Relationships in Fertilizer Markets: An Entropic Investigation. Entropy Salim Lahmiri, Stelios D. Bekiros
2017	J	`jnl`	Information diffusion, cluster formation and entropy-based network dynamics in equity and commodity markets. Eur. J. Oper. Res. Stelios D. Bekiros, Duc Khuong Nguyen, Leonidas Sandoval Junior, Gazi Salah Uddin
2016	—	`conf`	The Intelligent Portfolio Selection Optimization System, (IPSOS). IISA Nikos Loukeris, Stelios D. Bekiros, Iordanis Eleftheriadis
2016	—	`conf`	The Portfolio Yield Reactive (PYR) model. IISA Nikos Loukeris, Stelios D. Bekiros, Iordanis Eleftheriadis
2014	J	`jnl`	Bayesian forecasting with small and medium scale factor-augmented vector autoregressive DSGE models. Comput. Stat. Data Anal. Stelios D. Bekiros, Alessia Paccagnini
2011	J	`jnl`	Sign Prediction and Volatility Dynamics With Hybrid Neurofuzzy Approaches. IEEE Trans. Neural Networks Stelios D. Bekiros
2010	J	`jnl`	Fuzzy adaptive decision-making for boundedly rational traders in speculative stock markets. Eur. J. Oper. Res. Stelios D. Bekiros
2007	J	`jnl`	Evaluating direction-of-change forecasting: Neurofuzzy models vs. neural networks. Math. Comput. Model. Stelios D. Bekiros, Dimitris A. Georgoutsos