Iοannis Kakkos

Functional Connectivity Analysis of Mental Fatigue Reveals Different Network Topological Alterations Between Driving and Vigilance Tasks

Georgios Ν. Dimitrakopoulos, Iοannis Kakkos, Zhongxiang Dai et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2018 · 157 citations

Life Sciences, Neuroscience, Psychology +17

Task-Independent Mental Workload Classification Based Upon Common Multiband EEG Cortical Connectivity

Georgios Ν. Dimitrakopoulos, Iοannis Kakkos, Zhongxiang Dai et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2017 · 143 citations

Life Sciences, Neuroscience, Cognitive Neuroscience +16

Mental Workload Drives Different Reorganizations of Functional Cortical Connectivity Between 2D and 3D Simulated Flight Experiments

Iοannis Kakkos, Georgios Ν. Dimitrakopoulos, Lingyun Gao et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2019 · 123 citations

Life Sciences, Neuroscience, Cognitive Neuroscience +16

EEG Fingerprints of Task-Independent Mental Workload Discrimination

Iοannis Kakkos, Georgios Ν. Dimitrakopoulos, Yi Sun et al. · IEEE Journal of Biomedical and Health Informatics · 2021 · 83 citations

Life Sciences, Neuroscience, Psychology +17

Applying Neural Networks with Time-Frequency Features for the Detection of Mental Fatigue

Ioannis Zorzos, Iοannis Kakkos, Stavros-Theofanis Miloulis et al. · Applied Sciences · 2023 · 23 citations · Full text

Computing, Biomedical Engineering, Computer Science +17