Mehrin Kiani, PhD
Mehrin Kiani, PhD
ML Scientist at Protect AI
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A generic deep learning based cough analysis system from clinically validated samples for point-of-need COVID-19 test and severity levels
J Andreu-Perez, H Pérez-Espinosa, E Timonet, M Kiani, MI Girón-Pérez, ...
IEEE Transactions on Services Computing 15 (3), 1220-1232, 2021
Recognition of patient groups with sleep related disorders using bio-signal processing and deep learning
D Jarchi, J Andreu-Perez, M Kiani, O Vysata, J Kuchynka, A Prochazka, ...
Sensors 20 (9), 2594, 2020
Fuzzy temporal convolutional neural networks in P300-based Brain–computer interface for smart home interaction
CF Vega, J Quevedo, E Escandón, M Kiani, W Ding, J Andreu-Perez
Applied Soft Computing 117, 108359, 2022
Effective brain connectivity for fNIRS with fuzzy cognitive maps in neuroergonomics
M Kiani, J Andreu-Perez, H Hagras, EI Papageorgiou, M Prasad, CT Lin
IEEE Transactions on Cognitive and Developmental Systems 14 (1), 50-63, 2019
Explainable artificial intelligence based analysis for interpreting infant fNIRS data in developmental cognitive neuroscience
J Andreu-Perez, LL Emberson, M Kiani, ML Filippetti, H Hagras, S Rigato
Communications biology 4 (1), 1077, 2021
Single-trial recognition of video gamer’s expertise from brain haemodynamic and facial emotion responses
AR Andreu-Perez, M Kiani, J Andreu-Perez, P Reddy, J Andreu-Abela, ...
Brain Sciences 11 (1), 106, 2021
Towards understanding human functional brain development with explainable artificial intelligence: Challenges and perspectives
M Kiani, J Andreu-Perez, H Hagras, S Rigato, ML Filippetti
IEEE Computational Intelligence Magazine 17 (1), 16-33, 2022
A type-2 fuzzy logic based explainable artificial intelligence system for developmental neuroscience
M Kiani, J Andreu-Perez, H Hagras, ML Filippetti, S Rigato
2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2020
A temporal type-2 fuzzy system for time-dependent explainable artificial intelligence
M Kiani, J Andreu-Perez, H Hagras
IEEE Transactions on Artificial Intelligence, 2022
Shedding Light on Surgeons' Cognitive Resilience: A Novel Method of Topological Analysis for Brain Networks
M Kiani, J Andreu-Perez, DR Leff, A Darzi, GZ Yang
The Hamlyn Symposium on Medical Robotics, 55, 2014
Extended thymus action for improving response of AIS based NID system against malicious traffic
MZ Shafiq, M Kiani, B Hashmi, M Farooq
2007 IEEE Congress on Evolutionary Computation, 3369-3376, 2007
Extended thymus action for reducing false positives in ais based network intrusion detection systems
MZ Shafiq, M Kiani, B Hashmi, M Farooq
Proceedings of the 9th annual conference on Genetic and evolutionary …, 2007
Improved estimation of effective brain connectivity in functional neuroimaging through higher order fuzzy cognitive maps
M Kiani, J Andreu-Perez, EI Papageorgiou
2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2017
Towards Gamers’ Experience Level Decoding with Optical Brain Imaging
M Kiani, J Andreu-Perez, H Hagras, AR Andreu, M Pinto, J Andreu, ...
2019 11th Computer Science and Electronic Engineering (CEEC), 47-52, 2019
Explainable artificial intelligence for functional brain development analysis: methods and applications
M Kiani
University of Essex (United Kingdom), 2022
Adaptation of a six degree of freedom industrial robot for use as a human spine simulator.
M Kiani
Rensselaer Theses and Dissertations Online Collection, 2011
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