Akane Sano

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 72

Top Topics

International Workshop

Top Venues

UbiComp/ISWC Adjunct

Publications

Han Yu, Peikun Guo, Akane Sano
AdaWaveNet: Adaptive Wavelet Network for Time Series Analysis. CoRR (2024)
Maryam Khalid, Elizabeth B. Klerman, Andrew W. McHill, Andrew J. K. Phillips, Akane Sano
SleepNet: Attention-Enhanced Robust Sleep Prediction using Dynamic Social Networks. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8 (1) (2024)
Khadija Zanna, Akane Sano
Enhancing Fairness and Performance in Machine Learning Models: A Multi-Task Learning Approach with Monte-Carlo Dropout and Pareto Optimality. CoRR (2024)
Maryam Khalid, Elizabeth B. Klerman, Andrew W. McHill, Andrew J. K. Phillips, Akane Sano
SleepNet: Attention-Enhanced Robust Sleep Prediction using Dynamic Social Networks. CoRR (2024)
Zeyu Yang, Peikun Guo, Khadija Zanna, Akane Sano
Balanced Mixed-Type Tabular Data Synthesis with Diffusion Models. CoRR (2024)
Ieuan Clay, Valeria De Luca, Akane Sano
Editorial: Multimodal digital approaches to personalized medicine. Frontiers Big Data 6 (2024)
Han Yu, Peikun Guo, Akane Sano
ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text. CoRR (2024)
Mohammad Soleymani, Shiro Kumano, Emily Mower Provost, Nadia Bianchi-Berthouze, Akane Sano, Kenji Suzuki
Guest Editorial Best of ACII 2021. IEEE Trans. Affect. Comput. 15 (2) (2024)
Han Yu, Huiyuan Yang, Akane Sano
ECG-SL: Electrocardiogram(ECG) Segment Learning, a deep learning method for ECG signal. CoRR (2023)
Kei Shibuya, Zachary D. King, Maryam Khalid, Han Yu, Yufei Shen, Khadija Zanna, Ryan L. Brown, Marzieh Majd, Christopher P. Fagunders, Akane Sano
Predicting Stress and Providing Counterfactual Explanations: A Pilot Study on Caregivers. ACIIW (2023)
Peikun Guo, Huiyuan Yang, Akane Sano
Empirical Study of Mix-based Data Augmentation Methods in Physiological Time Series Data. CoRR (2023)
Han Yu, Peikun Guo, Akane Sano
Zero-Shot ECG Diagnosis with Large Language Models and Retrieval-Augmented Generation. ML4H@NeurIPS (2023)
Zachary D. King, Han Yu, Thomas Vaessen, Inez Myin-Germeys, Akane Sano
Towards the Understanding of Receptivity and Affect in EMAs using Physiological based Machine Learning Method: Analysis of Receptivity and Affect. CoRR (2023)
Ziang Tang, Zachary King, Alicia Choto Segovia, Han Yu, Gia Braddock, Asami Ito, Ryota Sakamoto, Motomu Shimaoka, Akane Sano
Burnout Prediction and Analysis in Shift Workers: Counterfactual Explanation Approach. BHI (2023)
Bishal Lamichhane, Joanne Zhou, Akane Sano
Psychotic Relapse Prediction in Schizophrenia Patients Using A Personalized Mobile Sensing-Based Supervised Deep Learning Model. IEEE J. Biomed. Health Informatics 27 (7) (2023)
Han Yu, Akane Sano
Semi-Supervised Learning for Wearable-based Momentary Stress Detection in the Wild. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (2) (2023)
Peikun Guo, Han Yu, Sruthi Gopinath Karicheri, Allen Kuncheria, Huiyuan Yang, Siena Blackwell, Zulfi Haneef, Akane Sano
Empowering Wearable Seizure Forecasting with Scheduled Sampling. BHI (2023)
Daniel A. Adler, Xuhai Xu, Varun Mishra, Akane Sano, Sahiti Kunchay, Saeed Abdullah, Jakob E. Bardram, Elizabeth L. Murnane, Tanzeem Choudhury, Mirco Musolesi, Yiran Zhao, Rajalakshmi Nandakumar, Tauhidur Rahman, Zachary D. King, Manasa Kalanadhabhatta, Asif Salekin, Rony Krell, Han Zhang
8th International Workshop on Mental Health and Well-being: Sensing and Intervention. UbiComp/ISWC Adjunct (2023)
Peikun Guo, Huiyuan Yang, Akane Sano
Empirical Study of Mix-based Data Augmentation Methods in Physiological Time Series Data. ICHI (2023)
Khadija Zanna, Kusha Sridhar, Han Yu, Akane Sano
Bias Reducing Multitask Learning on Mental Health Prediction. ACII (2022)
Zhaoyang Cao, Han Yu, Huiyuan Yang, Akane Sano
PiRL: Participant-Invariant Representation Learning for Healthcare. CoRR (2022)
Gavin Doherty, Mirco Musolesi, Akane Sano, Thomas Vaessen
Mental State, Mood, and Emotion. IEEE Pervasive Comput. 21 (2) (2022)
Nidal Moukaddam, Akane Sano, Ramiro Salas, Zakia Hammal, Ashutosh Sabharwal
Turning data into better mental health: Past, present, and future. Frontiers Digit. Health 4 (2022)
Huiyuan Yang, Han Yu, Akane Sano
Empirical Evaluation of Data Augmentations for Biobehavioral Time Series Data with Deep Learning. CoRR (2022)
Maryam Khalid, Akane Sano
Exploiting Social Graph Networks for Emotion Prediction. CoRR (2022)
Huiyuan Yang, Han Yu, Kusha Sridhar, Thomas Vaessen, Inez Myin-Germeys, Akane Sano
More to Less (M2L): Enhanced Health Recognition in the Wild with Reduced Modality of Wearable Sensors. EMBC (2022)
Gavin Doherty, Mirco Musolesi, Akane Sano, Thomas Vaessen
Mental State, Mood, and Emotion (Part 2). IEEE Pervasive Comput. 21 (4) (2022)
Han Yu, Huiyuan Yang, Akane Sano
LEAVES: Learning Views for Time-Series Data in Contrastive Learning. CoRR (2022)
Bishal Lamichhane, Joanne Zhou, Akane Sano
Psychotic Relapse Prediction in Schizophrenia Patients using A Mobile Sensing-based Supervised Deep Learning Model. CoRR (2022)
Han Yu, Akane Sano
Semi-Supervised Learning and Data Augmentation in Wearable-based Momentary Stress Detection in the Wild. CoRR (2022)
Huiyuan Yang, Han Yu, Kusha Sridhar, Thomas Vaessen, Inez Myin-Germeys, Akane Sano
More to Less (M2L): Enhanced Health Recognition in the Wild with Reduced Modality of Wearable Sensors. CoRR (2022)
Varun Mishra, Akane Sano, Sahiti Kunchay, Saeed Abdullah, Jakob E. Bardram, Elizabeth L. Murnane, Tanzeem Choudhury, Mirco Musolesi, Giovanna Nunes Vilaza, Rajalakshmi Nandakumar, Tauhidur Rahman, Xuhai Xu, King Zach, Manasa Kalanadhabhatta, Daniel A. Adler, Rony Krell
7th International Workshop on Mental Health and Well-being: Sensing and Intervention. UbiComp/ISWC Adjunct (2022)
Khadija Zanna, Kusha Sridhar, Han Yu, Akane Sano
Bias Reducing Multitask Learning on Mental Health Prediction. CoRR (2022)
Han Yu, Thomas Vaessen, Inez Myin-Germeys, Akane Sano
Modality Fusion Network and Personalized Attention in Momentary Stress Detection in the Wild. CoRR (2021)
Bishal Lamichhane, Dror Ben-Zeev, Andrew Campbell, Tanzeem Choudhury, Marta Hauser, John Kane, Mikio Obuchi, Emily Scherer, Megan Walsh, Rui Wang, Weichen Wang, Akane Sano
Patient-independent Schizophrenia Relapse Prediction Using Mobile Sensor based Daily Behavioral Rhythm Changes. CoRR (2021)
Cheng Wan, Andrew W. McHill, Elizabeth B. Klerman, Akane Sano
Sensor-Based Estimation of Dim Light Melatonin Onset Using Features of Two Time Scales. ACM Trans. Comput. Heal. 2 (3) (2021)
Han Yu, Thomas Vaessen, Inez Myin-Germeys, Akane Sano
Modality Fusion Network and Personalized Attention in Momentary Stress Detection in the Wild. ACII (2021)
Han Yu, Asami Itoh, Ryota Sakamoto, Motomu Shimaoka, Akane Sano
Forecasting Health and Wellbeing for Shift Workers Using Job-role Based Deep Neural Network. CoRR (2021)
Varun Mishra, Akane Sano, Sahiti Kunchay, Saeed Abdullah, Jakob E. Bardram, Elizabeth L. Murnane, Tanzeem Choudhury, Mirco Musolesi, Giovanna Nunes Vilaza, Rajalakshmi Nandakumar, Tauhidur Rahman
6th International Workshop on Mental Health and Well-being: Sensing and Intervention. UbiComp/ISWC Adjunct (2021)
Joanne Zhou, Bishal Lamichhane, Dror Ben-Zeev, Andrew Campbell, Akane Sano
Routine Clustering of Mobile Sensor Data Facilitates Psychotic Relapse Prediction in Schizophrenia Patients. CoRR (2021)
Ethan N. Lyon, Luis Hector Victor, Akane Sano
Health Label and Behavioral Feature Prediction Using Bayesian Hierarchical Vector Autoregression Models. EMBC (2021)
Yusuke Nishimura, Tahera Hossain, Akane Sano, Shota Isomura, Yutaka Arakawa, Sozo Inoue
Toward the Analysis of Office Workers' Mental Indicators Based on Wearable, Work Activity, and Weather Data. ABC (2021)
Bishal Lamichhane, Dror Ben-Zeev, Andrew Campbell, Tanzeem Choudhury, Marta Hauser, John Kane, Mikio Obuchi, Emily A. Scherer, Megan Walsh, Rui Wang, Weichen Wang, Akane Sano
Patient-Independent Schizophrenia Relapse Prediction Using Mobile Sensor Based Daily Behavioral Rhythm Changes. MobiHealth (2020)
Sara Taylor, Natasha Jaques, Ehimwenma Nosakhare, Akane Sano, Rosalind W. Picard
Personalized Multitask Learning for Predicting Tomorrow's Mood, Stress, and Health. IEEE Trans. Affect. Comput. 11 (2) (2020)
Varun Mishra, Akane Sano, Saeed Abdullah, Jakob E. Bardram, Sandra Servia, Elizabeth L. Murnane, Tanzeem Choudhury, Mirco Musolesi, Giovanna Nunes Vilaza, Rajalakshmi Nandakumar, Tauhidur Rahman
international workshop on mental health and well-being: sensing and intervention. UbiComp/ISWC Adjunct (2020)
Terumi Umematsu, Akane Sano, Sara Taylor, Masanori Tsujikawa, Rosalind W. Picard
Forecasting stress, mood, and health from daytime physiology in office workers and students. EMBC (2020)
Boning Li, Akane Sano
. EMBC (2020)
Han Yu, Akane Sano
Passive Sensor Data Based Future Mood, Health, and Stress Prediction: User Adaptation Using Deep Learning. EMBC (2020)
Anja Thieme, Danielle Belgrave, Akane Sano, Gavin Doherty
Machine learning applications: reflections on mental health assessment and ethics. Interactions 27 (2) (2020)
Boning Li, Akane Sano
Extraction and Interpretation of Deep Autoencoder-based Temporal Features from Wearables for Forecasting Personalized Mood, Health, and Stress. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (2) (2020)
Weichen Wang, Shayan Mirjafari, Gabriella M. Harari, Dror Ben-Zeev, Rachel Brian, Tanzeem Choudhury, Marta Hauser, John Kane, Kizito Masaba, Subigya Nepal, Akane Sano, Emily A. Scherer, Vincent W. S. Tseng, Rui Wang, Hongyi Wen, Jialing Wu, Andrew Campbell
Social Sensing: Assessing Social Functioning of Patients Living with Schizophrenia using Mobile Phone Sensing. CHI (2020)
Luis Hector Victor, Akane Sano
Frequency-Dependent Light Stimulation Effects on Performance During Vigilance Tasks on a Laptop. EMBC (2020)
Han Yu, Asami Itoh, Ryota Sakamoto, Motomu Shimaoka, Akane Sano
Forecasting Health and Wellbeing for Shift Workers Using Job-Role Based Deep Neural Network. MobiHealth (2020)
Cheng Wan, Akane Sano
Sensor-Based Estimation of Dim Light Melatonin Onset (DLMO) Using Features of Two Time Scales. CoRR (2019)
Terumi Umematsu, Akane Sano, Rosalind W. Picard
Daytime Data and LSTM can Forecast Tomorrow's Stress, Health, and Happiness. EMBC (2019)
Akane Sano, Tauhidur Rahman, Mi Zhang, Deepak Ganesan, Tanzeem Choudhury
Mobile Sensing of Alertness, Sleep, and Circadian Rhythm: Hardware & Software Platforms. GetMobile Mob. Comput. Commun. 23 (3) (2019)
Akane Sano, Weixuan Chen, Daniel Lopez Martinez, Sara Taylor, Rosalind W. Picard
Multimodal Ambulatory Sleep Detection Using LSTM Recurrent Neural Networks. IEEE J. Biomed. Health Informatics 23 (4) (2019)
Akane Sano, Saeed Abdullah, Jakob E. Bardram, Sandra Servia, Elizabeth L. Murnane, Tanzeem Choudhury, Mirco Musolesi, Giovanna Nunes Vilaza, Varun Mishra
international workshop on mental health and well-being: sensing and intervention. UbiComp/ISWC Adjunct (2019)
Boning Li, Han Yu, Akane Sano
Toward End-to-end Prediction of Future Wellbeing using Deep Sensor Representation Learning. ACII Workshops (2019)
Han Yu, Elizabeth B. Klerman, Rosalind W. Picard, Akane Sano
Personalized Wellbeing Prediction using Behavioral, Physiological and Weather Data. BHI (2019)
Terumi Umematsu, Akane Sano, Sara Taylor, Rosalind W. Picard
Improving Students' Daily Life Stress Forecasting using LSTM Neural Networks. BHI (2019)
Felix Putze, Jutta Hild, Akane Sano, Enkelejda Kasneci, Erin Solovey, Tanja Schultz
Modeling Cognitive Processes from Multimodal Signals. ICMI (2018)
Saeed Abdullah, Akane Sano, Elizabeth L. Murnane, Mirco Musolesi, Jakob E. Bardram, Sandra Servia, Tanzeem Choudhury
3rd International Workshop on Mental Health and Well-being: Sensing and Intervention. UbiComp/ISWC Adjunct (2018)
Sara Taylor, Akane Sano, Craig Ferguson, Akshay Mohan, Rosalind W. Picard
QuantifyMe: An Open-Source Automated Single-Case Experimental Design Platform. Sensors 18 (4) (2018)
Akane Sano, Sara Taylor, Craig Ferguson, Akshay Mohan, Rosalind W. Picard
QuantifyMe: An Automated Single-Case Experimental Design Platform. MobiHealth (2017)
Natasha Jaques, Ognjen (Oggi) Rudovic, Sara Taylor, Akane Sano, Rosalind W. Picard
Predicting Tomorrow's Mood, Health, and Stress Level using Personalized Multitask Learning and Domain Adaptation. AffComp@IJCAI (2017)
Javier Hernandez, Craig Ferguson, Akane Sano, Weixuan Chen, Weihui Li, Albert S. Yeung, Rosalind W. Picard
Stress measurement from tongue color imaging. ACII (2017)
Akane Sano, Paul Johns, Mary Czerwinski
Designing opportune stress intervention delivery timing using multi-modal data. ACII (2017)
Natasha Jaques, Sara Taylor, Akane Sano, Rosalind W. Picard
Multimodal autoencoder: A deep learning approach to filling in missing sensor data and enabling better mood prediction. ACII (2017)
Weixuan Chen, Akane Sano, Daniel Lopez Martinez, Sara Taylor, Andrew W. McHill, Andrew J. K. Phillips, Laura Barger, Elizabeth B. Klerman, Rosalind W. Picard
Multimodal ambulatory sleep detection. BHI (2017)
Gloria Mark, Shamsi T. Iqbal, Mary Czerwinski, Paul Johns, Akane Sano, Yuliya Lutchyn
Email Duration, Batching and Self-interruption: Patterns of Email Use on Productivity and Stress. CHI (2016)
Gloria Mark, Shamsi T. Iqbal, Mary Czerwinski, Paul Johns, Akane Sano
Study of Online Multitasking in the Workplace. CHI (2016)
Yuliya Lutchyn, Paul Johns, Mary Czerwinski, Shamsi T. Iqbal, Gloria Mark, Akane Sano
Stress is in the eye of the beholder. ACII (2015)
Natasha Jaques, Sara Taylor, Asaph Azaria, Asma Ghandeharioun, Akane Sano, Rosalind W. Picard
Predicting students' happiness from physiology, phone, mobility, and behavioral data. ACII (2015)
Akane Sano, Andrew J. K. Phillips, Amy Z. Yu, Andrew W. McHill, Sara Taylor, Natasha Jaques, Charles A. Czeisler, Elizabeth B. Klerman, Rosalind W. Picard
Recognizing academic performance, sleep quality, stress level, and mental health using personality traits, wearable sensors and mobile phones. BSN (2015)
Weixuan Chen, Natasha Jaques, Sara Taylor, Akane Sano, Szymon Fedor, Rosalind W. Picard
Wavelet-based motion artifact removal for electrodermal activity. EMBC (2015)
Sara Taylor, Natasha Jaques, Weixuan 'Vincent' Chen, Szymon Fedor, Akane Sano, Rosalind W. Picard
Automatic identification of artifacts in electrodermal activity data. EMBC (2015)
Akane Sano, Paul Johns, Mary Czerwinski
HealthAware: An advice system for stress, sleep, diet and exercise. ACII (2015)
Akane Sano, Amy Z. Yu, Andrew W. McHill, Andrew J. K. Phillips, Sara Taylor, Natasha Jaques, Elizabeth B. Klerman, Rosalind W. Picard
Prediction of Happy-Sad mood from daily behaviors and previous sleep history. EMBC (2015)
Sky Tien-Yun Huang, Chloe Mun Yee Kwan, Akane Sano
The moment: a mobile tool for people with depression or bipolar disorder. UbiComp Adjunct (2014)
Akane Sano, Rosalind W. Picard
Understanding Ambulatory and Wearable Data for Health and Wellness. AAAI Spring Symposia (2014)
Akane Sano, Rosalind W. Picard
Comparison of sleep-wake classification using electroencephalogram and wrist-worn multi-modal sensor data. EMBC (2014)
Akane Sano, Rosalind W. Picard
Stress Recognition Using Wearable Sensors and Mobile Phones. ACII (2013)
Akane Sano, Rosalind W. Picard
Recognition of sleep dependent memory consolidation with multi-modal sensor data. BSN (2013)
Akane Sano, Javier Hernandez, Jean Deprey, Micah Eckhardt, Matthew S. Goodwin, Rosalind W. Picard
Multimodal annotation tool for challenging behaviors in people with Autism spectrum disorders. UbiComp (2012)
Akane Sano, Rosalind W. Picard
Toward a taxonomy of autonomic sleep patterns with electrodermal activity. EMBC (2011)