Iko Nakari

Orcid: 0000-0003-3273-3738

According to our database1, Iko Nakari authored at least 20 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Non-Contact Sleep Stage Estimation by Updating its Prediction Probabilities According to Ultradian Rhythm.
J. Adv. Comput. Intell. Intell. Informatics, March, 2024

Explainable Non-Contact Sleep Apnea Syndrome Detection Based on Comparison of Random Forests.
IEEE Access, 2024

NREM3 Sleep Stage Estimation Based on Accelerometer by Body Movement Count and Biological Rhythms.
Proceedings of the AAAI 2024 Spring Symposium Series, 2024

Sleep Stage Estimation by Introduction of Sleep Domain Knowledge to AI: Towards Personalized Sleep Counseling System with GenAI.
Proceedings of the AAAI 2024 Spring Symposium Series, 2024

2023
Personalized Sleep Stage Estimation Based on Time Series Probability of Estimation for Each Label with Wearable 3-Axis Accelerometer.
Proceedings of the Human Interface and the Management of Information, 2023

Personalized Non-contact Sleep Stage Estimation with Weighted Probability Estimation by Ultradian Rhythm.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Alzheimer Dementia Detection Based on Time-series Instability of Heart Rate.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Sleep Stage Estimation based on The Estimated Probability of each Sleep Stage by Learning with Specialized Models.
Proceedings of the Post-event Proceedings of the AAAI Spring Symposium: Socially Responsible AI for Well-being (AAAI-SRAI 2023) co-located with Association for the Advancement of Artificial Intelligence 2023 Spring Symposium (AAAI-Spring Symposium 2023), 2023

2022
Inheritance vs. Expansion: Generalization Degree of Nearest Neighbor Rule in Continuous Space as Covering Operator of XCS.
Proceedings of the Applications of Evolutionary Computation - 25th European Conference, 2022

Non-Contact REM Sleep Estimation Correction by Time-Series Confidence of Predictions: From Binary to Continuous Prediction in Machine Learning for Biological Data.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Unstable Circadian Rhythm of Heart Rate of Alzheimer Dementia Based on Biological Data of Mattress Sensor.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

REM Estimation Based on Combination of Multi-Timescale Estimations and Automatic Adjustment of Personal Bio-vibration Data of Mattress Sensor.
Proceedings of the Symposium How Fair is Fair? Achieving Wellbeing AI co-located with Association for the Advancement of Artificial Intelligence 2022 Spring Symposium (AAAI-Spring Symposium 2022), 2022

Analysis of Circadian Rhythm Estimation Process for Improving the Accuracy of Alzheimer Dementia Detection.
Proceedings of the Symposium How Fair is Fair? Achieving Wellbeing AI co-located with Association for the Advancement of Artificial Intelligence 2022 Spring Symposium (AAAI-Spring Symposium 2022), 2022

2021
Alzheimer Dementia Detection based on Circadian Rhythm Disorder of Heartrate.
Proceedings of the 3rd IEEE Global Conference on Life Sciences and Technologies, 2021

Sleep Apnea Syndrome Detection Based on Degree of Convexity of Logarithmic Spectrum Calculated from Overnight Bio-vibration Data of Mattress Sensor.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Alzheimer Dementia Detection Based on Unstable Circadian Rhythm Waves Extracted from Heartrate.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Non-contact Sleep Apnea Syndrome Detection Based on What Random Forests Learned.
Proceedings of the 2nd IEEE Global Conference on Life Sciences and Technologies, 2020

2019
Sleep Apnea Syndrome Detection based on Biological Vibration Data from Mattress Sensor.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Sleep Stage Estimation Through Mattress Sensor.
Proceedings of the Symposium Interpretable AI for Well-being: Understanding Cognitive Bias and Social Embeddedness co-located with Association for the Advancement of Artificial Intelligence 2019 Spring Symposium (AAAI-Spring Symposium 2019), 2019

WAKE Detection During Sleep using Random Forest for Apnea Syndrome Patients.
Proceedings of the Symposium Interpretable AI for Well-being: Understanding Cognitive Bias and Social Embeddedness co-located with Association for the Advancement of Artificial Intelligence 2019 Spring Symposium (AAAI-Spring Symposium 2019), 2019


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