Mehrin Kiani

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 14

Top Topics

Brain Connectivity

Artificial Intelligence

Signal Processing

Top Venues

IEEE Trans. Cogn. Dev. Syst.

Publications

Mehrin Kiani, Javier Andreu-Perez, Hani Hagras
A Temporal Type-2 Fuzzy System for Time-Dependent Explainable Artificial Intelligence. IEEE Trans. Artif. Intell. 4 (3) (2023)
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Elpiniki I. Papageorgiou, Mukesh Prasad, Chin-Teng Lin
Effective Brain Connectivity for fNIRS With Fuzzy Cognitive Maps in Neuroergonomics. IEEE Trans. Cogn. Dev. Syst. 14 (1) (2022)
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras
A Temporal Type-2 Fuzzy System for Time-dependent Explainable Artificial Intelligence. CoRR (2022)
Christian Flores Vega, Jonathan Quevedo, Elmer Escandón, Mehrin Kiani, Weiping Ding, Javier Andreu-Perez
Fuzzy temporal convolutional neural networks in P300-based Brain-computer interface for smart home interaction. CoRR (2022)
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Silvia Rigato, Maria Laura Filippetti
Towards Understanding Human Functional Brain Development With Explainable Artificial Intelligence: Challenges and Perspectives. IEEE Comput. Intell. Mag. 17 (1) (2022)
Christian Flores Vega, Jonathan Quevedo, Elmer Escandón, Mehrin Kiani, Weiping Ding, Javier Andreu-Perez
Fuzzy temporal convolutional neural networks in P300-based Brain-computer interface for smart home interaction. Appl. Soft Comput. 117 (2022)
Javier Andreu-Perez, Humberto Pérez Espinosa, Eva Timonet, Mehrin Kiani, Manuel I. Girón-Pérez, Alma B. Benitez-Trinidad, Delaram Jarchi, Alejandro Rosales-Pérez, Nick Gatzoulis, Orion Fausto Reyes-Galaviz, Alejandro Antonio Torres García, Carlos A. Reyes García, Zulfiqar Ali, Francisco Rivas
A Generic Deep Learning Based Cough Analysis System From Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels. IEEE Trans. Serv. Comput. 15 (3) (2022)
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Silvia Rigato, Maria Laura Filippetti
Towards Understanding Human Functional Brain Development with Explainable Artificial Intelligence: Challenges and Perspectives. CoRR (2021)
Javier Andreu-Perez, Humberto Pérez Espinosa, Eva Timonet, Mehrin Kiani, Manuel I. Girón-Pérez, Alma B. Benitez-Trinidad, Delaram Jarchi, Alejandro Rosales-Pérez, Nick Gatzoulis, Orion Fausto Reyes-Galaviz, Alejandro Antonio Torres García, Carlos A. Reyes García, Zulfiqar Ali, Francisco Rivas
A Generic Deep Learning Based Cough Analysis System from Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels. CoRR (2021)
Delaram Jarchi, Javier Andreu-Perez, Mehrin Kiani, Oldrich Vysata, Jirí Kuchynka, Ales Procházka, Saeid Sanei
Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning. CoRR (2021)
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Maria Laura Filippetti, Silvia Rigato
A Type-2 Fuzzy Logic Based Explainable Artificial Intelligence System for Developmental Neuroscience. FUZZ-IEEE (2020)
Delaram Jarchi, Javier Andreu-Perez, Mehrin Kiani, Oldrich Vysata, Jirí Kuchynka, Ales Procházka, Saeid Sanei
Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning. Sensors 20 (9) (2020)
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Ana R. Andreu, Maria Pinto, Jaime Andreu, Pratusha Reddy, Kurtulus Izzetoglu
Towards Gamers' Experience Level Decoding with Optical Brain Imaging. CEEC (2019)
Mehrin Kiani, Javier Andreu-Perez, Elpiniki I. Papageorgiou
Improved estimation of effective brain connectivity in functional neuroimaging through higher order fuzzy cognitive maps. FUZZ-IEEE (2017)
M. Zubair Shafiq, Mehrin Kiani, Bisma Hashmi, Muddassar Farooq
Extended thymus action for improving response of AIS based NID system against malicious traffic. IEEE Congress on Evolutionary Computation (2007)
M. Zubair Shafiq, Mehrin Kiani, Bisma Hashmi, Muddassar Farooq
Extended thymus action for reducing false positives in ais based network intrusion detection systems. GECCO (2007)