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Models of Individual Dietary Behavior Based on Smartphone Data: The Influence of Routine, Physical Activity, Emotion, and Food Environment
Seto, Edmund, Hua, Jenna, Wu, Lemuel, Shia, Victor, Eom, Sue, Wang, May, Li, Yan
Published in PloS one (06.04.2016)
Published in PloS one (06.04.2016)
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End-2-End Modeling of Speech and Gait from Patients with Parkinson's Disease: Comparison Between High Quality Vs. Smartphone Data
Vasquez-Correa, J. C., Arias-Vergara, T., Klumpp, P, Perez-Toro, P. A., Orozco-Arroyave, J. R., Noth, E.
Published in Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) (06.06.2021)
Published in Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) (06.06.2021)
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CalBehav: A Machine Learning-Based Personalized Calendar Behavioral Model Using Time-Series Smartphone Data
Sarker, Iqbal H, Colman, Alan, Han, Jun, Kayes, A S M, Watters, Paul
Published in Computer journal (17.07.2020)
Published in Computer journal (17.07.2020)
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Predicting the strength of next-day negative emotion states in body dysmorphic disorder using passive smartphone data: An intensive longitudinal assessment study
Weingarden, Hilary, Meng, Xiang, Armey, Michael, Onnela, Jukka-Pekka, Jaroszewski, Adam, Armstrong, Caroline H., Wilhelm, Sabine
Published in Internet interventions : the application of information technology in mental and behavioural health (01.06.2025)
Published in Internet interventions : the application of information technology in mental and behavioural health (01.06.2025)
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Towards the Design of a Machine Learning-based Consumer Healthcare Platform powered by Electronic Health Records and measurement of Lifestyle through Smartphone Data
Ferri, Alessandro, Rosati, Riccardo, Bernardini, Michele, Gabrielli, Leonardo, Casaccia, Sara, Romeo, Luca, Monteriu, Andrea, Frontoni, Emanuele
Published in Digest of technical papers - IEEE International Conference on Consumer Electronics (01.06.2019)
Published in Digest of technical papers - IEEE International Conference on Consumer Electronics (01.06.2019)
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Clustering and Feature Analysis of Smartphone Data for Depression Monitoring
Nguyen, Binh, Kolappan, Sharadha, Bhat, Venkat, Krishnan, Sridhar
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.11.2021)
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.11.2021)
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Digital Phenotyping for Adolescent Mental Health: A Feasibility Study Employing Machine Learning to Predict Mental Health Risk From Active and Passive Smartphone Data
Kadirvelu, Balasundaram, Bel, Teresa Bellido, Freccero, Aglaia, Di Simplicio, Martina, Nicholls, Dasha, Faisal, A Aldo
Year of Publication 15.01.2025
Year of Publication 15.01.2025
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Maximum interpolable gap length in missing smartphone-based GPS mobility data
McCool, Danielle, Lugtig, Peter, Schouten, Barry
Published in Transportation (Dordrecht) (01.02.2024)
Published in Transportation (Dordrecht) (01.02.2024)
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L3-Net Deep Audio Embeddings to Improve COVID-19 Detection from Smartphone Data
Campana, Mattia Giovanni, Rovati, Andrea, Delmastro, Franca, Pagani, Elena
Published in IEEE International Conference on Smart Computing (Online) (01.06.2022)
Published in IEEE International Conference on Smart Computing (Online) (01.06.2022)
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Personalized heart failure severity estimates using passive smartphone data
Cakmak, Ayse S., Reinertsen, Erik, Taylor, Herman A., Shah, Amit J., Clifford, Gari D.
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
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L3-Net Deep Audio Embeddings to Improve COVID-19 Detection from Smartphone Data
Campana, Mattia Giovanni, Rovati, Andrea, Delmastro, Franca, Pagani, Elena
Year of Publication 16.05.2022
Year of Publication 16.05.2022
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Few-Shot Classification for Human Context Recognition Using Smartphone Data Traces
Buquicchio, Luke, Gerych, Walter, Alajaji, Abdulaziz, Chandrasekaran, Kavin, Mansoor, Hamid, Rundensteiner, Elke, Agu, Emmanuel
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
Published in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2021)
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Human Activity Recognition with Streaming Smartphone Data
Zhang, Yanjia, Ramachandran, Kandethody M.
Published in 2019 Global Conference for Advancement in Technology (GCAT) (01.10.2019)
Published in 2019 Global Conference for Advancement in Technology (GCAT) (01.10.2019)
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A Random Subspace Based Approach for Stress Classification from Smartphone Data
Sagbas, Ensar Arif, Corukoglu, Serdar, Balli, Serkan
Published in 2021 6th International Conference on Computer Science and Engineering (UBMK) (15.09.2021)
Published in 2021 6th International Conference on Computer Science and Engineering (UBMK) (15.09.2021)
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