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Iko Nakari
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WAKE detection during sleep using random forest for sleep apnea syndrome patient
I Nakari, Y Tajima, R Takano, A Toboru, K Takadama
AAAI Spring Symposium, 2019
52019
Personalized Non-contact Sleep Stage Estimation with Weighted Probability Estimation by Ultradian Rhythm
I Nakari, K Takadama
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
42023
Alzheimer dementia detection based on unstable circadian rhythm waves extracted from heartrate
N Matsuda, I Nakari, K Takadama
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
42021
Alzheimer dementia detection based on circadian rhythm disorder of heartrate
N Matsuda, I Nakari, R Arai, H Sato, K Takadama, M Hirose, H Hasegawa, ...
2021 IEEE 3rd Global Conference on Life Sciences and Technologies (LifeTech …, 2021
32021
Non-contact sleep apnea syndrome detection based on what random forests learned
I Nakari, E Kitajima, Y Tajima, K Takadama
2020 IEEE 2nd Global Conference on Life Sciences and Technologies (LifeTech …, 2020
32020
Bus transportation network optimization in competition of two bus companies starting with similar/different routes
R Zhou, N Yatsu, I Nakari
2022 61st Annual Conference of the Society of Instrument and Control …, 2022
12022
REM Estimation Based on Combination of Multi-Timescale Estimations and Automatic Adjustment of Personal Bio-vibration Data of Mattress Sensor.
I Nakari, N Matsuda, K Takadama
AAAI Spring Symposium: HFIF, 74-80, 2022
12022
Sleep apnea syndrome detection based on degree of convexity of logarithmic spectrum calculated from overnight bio-vibration data of mattress sensor
I Nakari, K Takadama
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
12021
Towards accurate spacecraft self-location estimation by eliminating close craters in camera-shot image
Y Waragai, I Nakari, Y Hayamizu, K Takadama, H Kamata, T Ishida, ...
the 15th International Symposium on Artificial Intelligence, Robotics and …, 2020
12020
Sleep Stage Estimation by Introduction of Sleep Domain Knowledge to AI: Towards Personalized Sleep Counseling System with GenAI
I Nakari, K Takadama
Proceedings of the AAAI Symposium Series 3 (1), 368-373, 2024
2024
NREM3 Sleep Stage Estimation Based on Accelerometer by Body Movement Count and Biological Rhythms
D Shintani, I Nakari, S Washizaki, K Takadama
Proceedings of the AAAI Symposium Series 3 (1), 405-411, 2024
2024
Non-Contact Sleep Stage Estimation by Updating its Prediction Probabilities According to Ultradian Rhythm
I Nakari, K Takadama
Journal of Advanced Computational Intelligence and Intelligent Informatics …, 2024
2024
Explainable Non-contact Sleep Apnea Syndrome Detection Based on Comparison of Random Forests
I Nakari, K Takadama
IEEE Access, 2024
2024
Analysing an influence of initial bus route networks in competitive optimization of multiple bus companies
R Zhou, N Yatsu, I Nakari, K Takadama
SICE Journal of Control, Measurement, and System Integration 16 (1), 373-381, 2023
2023
Alzheimer Dementia Detection Based on Time-series Instability of Heart Rate
N Matsuda, I Nakari, K Takadama, K Katayama, M Shiraishi, Y Ohira
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
2023
Personalized Sleep Stage Estimation Based on Time Series Probability of Estimation for Each Label with Wearable 3-Axis Accelerometer
I Nakari, M Nakashima, K Takadama
International Conference on Human-Computer Interaction, 531-542, 2023
2023
Artificial Intelligence for Spacecraft Location Estimation based on Craters
K Takadama, F Uwano, Y Waragai, I Nakari, H Kamata, T Ishida, ...
Artificial Intelligence for Space: AI4SPACE: Trends, Applications, and …, 2023
2023
Sleep Stage Estimation based on The Estimated Probability of each Sleep Stage by Learning with Specialized Models.
I Nakari, K Takadama
AAAI Spring Symposium: SRAI, 103-110, 2023
2023
Unstable Circadian Rhythm of Heart Rate of Alzheimer Dementia Based on Biological Data of Mattress Sensor
N Matsuda, I Nakari, K Takadama
2022 44th Annual International Conference of the IEEE Engineering in …, 2022
2022
Non-Contact REM Sleep Estimation Correction by Time-Series Confidence of Predictions: From Binary to Continuous Prediction in Machine Learning for Biological Data
I Nakari, N Matsuda, K Takadama
2022 44th Annual International Conference of the IEEE Engineering in …, 2022
2022
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