Items where Author is "Kiani, Mehrin"

Article

Kiani, Mehrin and Andreu-Perez, Javier and Hagras, Hani (2023) A Temporal Type-2 Fuzzy System for Time-dependent Explainable Artificial Intelligence. IEEE Transactions on Artificial Intelligence, 4 (3). pp. 573-586. DOI https://doi.org/10.1109/TAI.2022.3210895

Andreu-Perez, Javier and Perez-Espinosa, Humberto and Timonet, Eva and Kiani, Mehrin and Giron-Perez, Manuel Ivan and Benitez-Trinidad, Alma B and Jarchi, Delaram and Rosales, Alejandro and Gkatzoulis, Nick and Reyes-Galaviz, Orion F and Torres, Alejandro and Alberto Reyes-Garcia, Carlos and Ali, Zulfiqar and Rivas, Francisco (2022) A Generic Deep Learning Based Cough Analysis System from Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels. IEEE Transactions on Services Computing, 15 (3). pp. 1220-1232. DOI https://doi.org/10.1109/tsc.2021.3061402

Kiani, Mehrin and Andreu-Perez, Javier and Hagras, Hani and Papageorgiou, Elpiniki I and Prasad, Mukesh and Lin, Chin-Teng (2022) Effective Brain Connectivity for fNIRS with Fuzzy Cognitive Maps in Neuroergonomics. IEEE Transactions on Cognitive and Developmental Systems, 14 (1). pp. 50-63. DOI https://doi.org/10.1109/TCDS.2019.2958423

Vega, Christian Flores and Quevedo, Jonathan and Escandón, Elmer and Kiani, Mehrin and Ding, Weiping and Andreu-Perez, Javier (2022) Fuzzy Temporal Convolutional Neural Networks in P300-based Brain-Computer Interface for Smart Home Interaction. Applied Soft Computing, 117. p. 108359. DOI https://doi.org/10.1016/j.asoc.2021.108359

Andreu-Perez, Javier and Hagras, Hani and Kiani, Mehrin and Rigato, Silvia and Filippetti, Maria Laura (2022) Towards Understanding Human Functional Brain Development with Explainable Artificial Intelligence: Challenges and Perspectives. IEEE Computational Intelligence Magazine, 17 (1). pp. 16-33. DOI https://doi.org/10.1109/MCI.2021.3129956

Andreu-Perez, Javier and Emberson, Lauren L and Kiani, Mehrin and Filippetti, Maria Laura and Hagras, Hani and Rigato, Silvia (2021) Explainable Artificial Intelligence Based Analysis for Developmental Cognitive Neuroscience. Communications Biology, 4 (1). 1077-. DOI https://doi.org/10.1038/s42003-021-02534-y

Andreu-Perez, Javier and Kiani, Mehrin (2021) Single-Trial Recognition of Video Gamer’s Expertise from Brain Haemodynamic and Facial Emotion Responses. Brain Sciences, 11 (1). p. 106. DOI https://doi.org/10.3390/brainsci11010106

Jarchi, Delaram and Andreu-Perez, Javier and Kiani, Mehrin and Vysata, Oldrich and Kuchynka, Jiri and Prochazka, Ales and Sanei, Saeid (2020) Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning. Sensors, 20 (9). p. 2594. DOI https://doi.org/10.3390/s20092594

Conference or Workshop Item

Kiani, Mehrin and Andreu-Perez, Javier and Hagras, Hani and Filippetti, Maria Laura and Rigato, Silvia (2020) A Type-2 Fuzzy Logic Based Explainable Artificial Intelligence System for Developmental Neuroscience. In: 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2020-07-19 - 2020-07-24, Glasgow.

Thesis

Kiani, Mehrin (2022) Explainable artificial intelligence for functional brain development analysis: methods and applications. PhD thesis, University of Essex.