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Non-Contact Sleep Stage Estimation by Updating its Prediction Probabilities According to Ultradian Rhythm

Journal of advanced computational intelligence and intelligent informatics, 2024-03, Vol.28 (2), p.444-453

2024

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Explainable Non-Contact Sleep Apnea Syndrome Detection Based on Comparison of Random Forests

IEEE access, 2024, Vol.12, p.12001-12009

2024

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Inheritance vs. Expansion: Generalization Degree of Nearest Neighbor Rule in Continuous Space as Covering Operator of XCS

Applications of Evolutionary Computation, p.352-368

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Personalized Sleep Stage Estimation Based on Time Series Probability of Estimation for Each Label with Wearable 3-Axis Accelerometer

Human Interface and the Management of Information, p.531-542

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Sleep Stage Estimation by Introduction of Sleep Domain Knowledge to AI: Towards Personalized Sleep Counseling System with GenAI

Proceedings of the AAAI Symposium Series, 2024-05, Vol.3 (1), p.368-373

2024

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Personalized Non-contact Sleep Stage Estimation with Weighted Probability Estimation by Ultradian Rhythm

2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2023, Vol.2023, p.1-4

2023

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Sleep Apnea Syndrome Detection Based on Degree of Convexity of Logarithmic Spectrum Calculated from Overnight Bio-vibration Data of Mattress Sensor

2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021, Vol.2021, p.2270-2273

2021

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NREM3 Sleep Stage Estimation Based on Accelerometer by Body Movement Count and Biological Rhythms

Proceedings of the AAAI Symposium Series, 2024-05, Vol.3 (1), p.405-411

2024

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Unstable Circadian Rhythm of Heart Rate of Alzheimer Dementia Based on Biological Data of Mattress Sensor

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2022, Vol.2022, p.1129-1132

2022

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Alzheimer Dementia Detection Based on Unstable Circadian Rhythm Waves Extracted from Heartrate

2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021, Vol.2021, p.4473-4476

2021

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Non-Contact REM Sleep Estimation Correction by Time-Series Confidence of Predictions: From Binary to Continuous Prediction in Machine Learning for Biological Data

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2022, Vol.2022, p.1008-1011

2022

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Alzheimer Dementia Detection Based on Time-series Instability of Heart Rate

2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2023, Vol.2023, p.1-4

2023

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Non-contact Sleep Apnea Syndrome Detection Based on What Random Forests Learned

2020 IEEE 2nd Global Conference on Life Sciences and Technologies (LifeTech), 2020, p.240-244

2020

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Sleep Apnea Syndrome Detection based on Biological Vibration Data from Mattress Sensor

2019 IEEE Symposium Series on Computational Intelligence (SSCI), 2019, p.550-556

2019

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Alzheimer Dementia Detection based on Circadian Rhythm Disorder of Heartrate

2021 IEEE 3rd Global Conference on Life Sciences and Technologies (LifeTech), 2021, p.360-364

2021

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Artificial Intelligence for Spacecraft Location Estimation based on Craters

Artificial Intelligence for Space: AI4SPACE, 2024, Vol.1, p.160-189

1, 2024

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Non-Contact Sleep Stage Estimation by Updating its Prediction Probabilities According to Ultradian Rhythm

Explainable Non-Contact Sleep Apnea Syndrome Detection Based on Comparison of Random Forests

Inheritance vs. Expansion: Generalization Degree of Nearest Neighbor Rule in Continuous Space as Covering Operator of XCS

Personalized Sleep Stage Estimation Based on Time Series Probability of Estimation for Each Label with Wearable 3-Axis Accelerometer

Sleep Stage Estimation by Introduction of Sleep Domain Knowledge to AI: Towards Personalized Sleep Counseling System with GenAI

Personalized Non-contact Sleep Stage Estimation with Weighted Probability Estimation by Ultradian Rhythm

Sleep Apnea Syndrome Detection Based on Degree of Convexity of Logarithmic Spectrum Calculated from Overnight Bio-vibration Data of Mattress Sensor

NREM3 Sleep Stage Estimation Based on Accelerometer by Body Movement Count and Biological Rhythms

Unstable Circadian Rhythm of Heart Rate of Alzheimer Dementia Based on Biological Data of Mattress Sensor

Alzheimer Dementia Detection Based on Unstable Circadian Rhythm Waves Extracted from Heartrate

Non-Contact REM Sleep Estimation Correction by Time-Series Confidence of Predictions: From Binary to Continuous Prediction in Machine Learning for Biological Data

Alzheimer Dementia Detection Based on Time-series Instability of Heart Rate

Non-contact Sleep Apnea Syndrome Detection Based on What Random Forests Learned

Sleep Apnea Syndrome Detection based on Biological Vibration Data from Mattress Sensor

Alzheimer Dementia Detection based on Circadian Rhythm Disorder of Heartrate

Artificial Intelligence for Spacecraft Location Estimation based on Craters

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