Tissue characterisation with NMR spectroscopy: current state and future prospects for the application of neural networks analysis. - Paulo J. G. Lisboa; Neil M. Branston; Wael El-Deredy; Alfredo Vellido (ICNN, 1997)

Parameter selection and state dominance in hidden Markov models of neuronal activity. - Neil M. Branston; Wael El-Deredy (IJCNN, 1999)

Selective smoothing of the generative topographic mapping. - Alfredo Vellido; Wael El-Deredy; Paulo J. G. Lisboa (IEEE Trans. Neural Networks, 2003)

Polynomial Pipelined Neural Network and Its Application to Financial Time Series Prediction. - Abir Jaafar Hussain; Adam Knowles; Paulo J. G. Lisboa; Wael El-Deredy; Dhiya Al-Jumeily (Australian Conference on Artificial Intelligence, 2006)

Application of Ridge Polynomial Neural Networks to Financial Time Series Prediction. - Rozaida Ghazali; Abir Jaafar Hussain; Wael El-Deredy (IJCNN, 2006)

Evaluating Retail Recommender Systems via Retrospective Data: Lessons Learnt from a Live-Intervention Study. - Carmen M. Sordo-Garcia; M. Benjamin Dias; Ming Li 014; Wael El-Deredy; Paulo J. G. Lisboa (DMIN, 2007)

A probabilistic model for item-based recommender systems. - Ming Li 014; M. Benjamin Dias; Wael El-Deredy; Paulo J. G. Lisboa (RecSys, 2007)

Removal of eye movement artefacts from single channel recordings of retinal evoked potentials using synchronous dynamical embedding and independent component analysis. - A. C. Fisher; Wael El-Deredy; R. P. Hagan; M. C. Brown; Paulo J. G. Lisboa (Medical Biol. Eng. Comput., 2007)

The value of personalised recommender systems to e-business: a case study. - M. Benjamin Dias; Dominique Locher; Ming Li 014; Wael El-Deredy; Paulo J. G. Lisboa (RecSys, 2008)

Financial time series prediction using polynomial pipelined neural networks. - Abir Jaafar Hussain; Adam Knowles; Paulo J. G. Lisboa; Wael El-Deredy (Expert Syst. Appl., 2008)

Grocery shopping recommendations based on basket-sensitive random walk. - Ming Li 014; M. Benjamin Dias; Ian H. Jarman; Wael El-Deredy; Paulo J. G. Lisboa (KDD, 2009)

A switching multi-scale dynamical network model of EEG/MEG. - Iván Olier; Nelson J. Trujillo-Barreto; Wael El-Deredy (NeuroImage, 2013)

Assessing the "bias" in human randomness perception. - Paul Warren; Umberto Gostoli; George Farmer; Mark Boyle; Wael El-Deredy; Andrew Howes 001; Ulrike Hahn (CogSci, 2014)

Fitting Human Decision Making Models using Python. - Alejandro J. Weinstein; Wael El-Deredy; Stéren Chabert; Myriam Fuentes (SciPy, 2016)

Cortical Resonance Frequencies Emerge from Network Size and Connectivity. - Caroline A. Lea-Carnall; Marcelo A. Montemurro; Nelson J. Trujillo-Barreto; Laura M. Parkes; Wael El-Deredy (PLoS Comput. Biol., 2016)

Identification of memory reactivation during sleep by EEG classification. - Suliman Belal; James Cousins; Wael El-Deredy; Laura M. Parkes; Jules Schneider; Hikaru Tsujimura; Alexia Zoumpoulaki; Marta Perapoch; Lorena Santamaría; Penelope A. Lewis (NeuroImage, 2018)

Cortical ignition dynamics is tightly linked to the core organisation of the human connectome. - Samy Castro; Wael El-Deredy; Demian Battaglia; Patricio Orio (PLoS Comput. Biol., 2020)

Improving EEG Muscle Artifact Removal With an EMG Array. - Juan Andrés Mucarquer; Pavel Prado; María-José Escobar; Wael El-Deredy; Matías Zañartu (IEEE Trans. Instrum. Meas., 2020)

Uncovering hidden resting state dynamics: A new perspective on auditory verbal hallucinations. - Hanna Honcamp; Michael Schwartze; David E. J. Linden; Wael El-Deredy; Sonja A. Kotz (NeuroImage, 2022)

Fuzzy deconvolution of neuronal events in Functional Magnetic Resonance Imaging. - Alejandro Veloz; Wael El-Deredy; Alejandro J. Weinstein; Juan Zamora; Claudio Moraga; Daniele Marinazzo (KES, 2023)

Multiscale cortical parcellation based on geodesic distance and hierarchical clustering. - Yarelis Prieto; Joaquín Molina; Mónica Otero; Jean-François Mangin; Cecilia Hernández; Wael El-Deredy; Pamela Guevara (SIPAIM, 2023)

Gaussian Processes Spectral Kernels Recover Brain Metastable Oscillatory Modes. - Yunier Prieur-Coloma; Felipe A. Torres; Pamela Guevara; Javier E. Contreras-Reyes; Wael El-Deredy (SIPAIM, 2023)

White Matter Bundles Linked to Cognitive Impairment in Alzheimer's Patients and Intermediate Stages. - Claudio Román; Fernando Henríquez; Andrea Slachevsky; Patricia Lillo; Patricio Riquelme; Pamela Guevara; Wael El-Deredy (SIPAIM, 2023)

Efficient Estimation of Time-Dependent Brain Functional Connectivity Using Anatomical Connectivity Constraints. - Hernan Hernandez Larzabal; David Araya; Lazara Liset Gonzalez Rodriguez; Claudio Román; Nelson J. Trujillo-Barreto; Pamela Guevara; Wael El-Deredy (IEEE Access, 2023)

A mean-field model of glutamate and GABA synaptic dynamics for functional MRS. - Caroline A. Lea-Carnall; Wael El-Deredy; Charlotte J. Stagg; Stephen Ross Williams; Nelson J. Trujillo-Barreto (NeuroImage, 2023)

Explicit Modeling of Brain State Duration Using Hidden Semi Markov Models in EEG Data. - Nelson J. Trujillo-Barreto; David Araya Galvez; Aland Astudillo; Wael El-Deredy (IEEE Access, 2024)

A High-Resolution LED Stimulator for Steady-State Visual Stimulation: Customizable, Affordable, and Open Source. - Mónica Otero; Yunier Prieur-Coloma; Wael El-Deredy; Alejandro J. Weinstein (Sensors, 2024)

EEG Multi-Mode Oscillatory Brain State Allocation Using Switching Spectral Gaussian Processes. - Yunier Prieur-Coloma; Felipe A. Torres; Nelson J. Trujillo-Barreto; Wael El-Deredy (IEEE Access, 2025)