{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,9]],"date-time":"2026-05-09T17:27:09Z","timestamp":1778347629218,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":20,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,6,5]],"date-time":"2019-06-05T00:00:00Z","timestamp":1559692800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,6,5]]},"DOI":"10.1145\/3316782.3316798","type":"proceedings-article","created":{"date-parts":[[2019,5,24]],"date-time":"2019-05-24T16:12:35Z","timestamp":1558714355000},"page":"32-35","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":5,"title":["The role of PPG in identification of mild cognitive impairment"],"prefix":"10.1145","author":[{"given":"Migyeong","family":"Gwak","sequence":"first","affiliation":[{"name":"University of California"}]},{"given":"Ellen","family":"Woo","sequence":"additional","affiliation":[{"name":"California State University"}]},{"given":"Majid","family":"Sarrafzadeh","sequence":"additional","affiliation":[{"name":"University of California"}]}],"member":"320","published-online":{"date-parts":[[2019,6,5]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Deep-spying: Spying using smartwatch and deep learning. arXiv preprint arXiv:1512.05616","author":"Beltramelli Tony","year":"2015","unstructured":"Tony Beltramelli and Sebastian Risi . 2015 . Deep-spying: Spying using smartwatch and deep learning. arXiv preprint arXiv:1512.05616 (2015). Tony Beltramelli and Sebastian Risi. 2015. Deep-spying: Spying using smartwatch and deep learning. arXiv preprint arXiv:1512.05616 (2015)."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.biopsycho.2009.03.003"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1161\/01.CIR.93.5.1043"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2014.05.007"},{"key":"e_1_3_2_1_5_1","volume-title":"Mar","author":"Guyon Isabelle","year":"2003","unstructured":"Isabelle Guyon and Andr\u00e9 Elisseeff . 2003. An introduction to variable and feature selection. Journal of machine learning research 3 , Mar ( 2003 ), 1157--1182. Isabelle Guyon and Andr\u00e9 Elisseeff. 2003. An introduction to variable and feature selection. Journal of machine learning research 3, Mar (2003), 1157--1182."},{"key":"e_1_3_2_1_6_1","volume-title":"The Role of Accelerometer and Gyroscope Sensors in Identification of Mild Cognitive Impairment. IEEE Global Conference on Signal and Information Processing (GlobalSIP '18)","author":"Gwak Migyeong","year":"2018","unstructured":"Migyeong Gwak , Ellen Woo , and Majid Sarrafzadeh . 2018 . The Role of Accelerometer and Gyroscope Sensors in Identification of Mild Cognitive Impairment. IEEE Global Conference on Signal and Information Processing (GlobalSIP '18) (2018). Migyeong Gwak, Ellen Woo, and Majid Sarrafzadeh. 2018. The Role of Accelerometer and Gyroscope Sensors in Identification of Mild Cognitive Impairment. IEEE Global Conference on Signal and Information Processing (GlobalSIP '18) (2018)."},{"key":"e_1_3_2_1_7_1","volume-title":"Bj\u00f8rn Helge Johnsen, and Julian F Thayer","author":"Hansen Anita Lill","year":"2003","unstructured":"Anita Lill Hansen , Bj\u00f8rn Helge Johnsen, and Julian F Thayer . 2003 . Vagal influence on working memory and attention. International journal of psychophysiology 48, 3 (2003), 263--274. Anita Lill Hansen, Bj\u00f8rn Helge Johnsen, and Julian F Thayer. 2003. Vagal influence on working memory and attention. International journal of psychophysiology 48, 3 (2003), 263--274."},{"key":"e_1_3_2_1_8_1","volume-title":"A novel feature ranking algorithm for biometric recognition with PPG signals. Computers in biology and medicine 49","author":"Kavsao\u011flu A Re\u015fit","year":"2014","unstructured":"A Re\u015fit Kavsao\u011flu , Kemal Polat , and M Recep Bozkurt . 2014. A novel feature ranking algorithm for biometric recognition with PPG signals. Computers in biology and medicine 49 ( 2014 ), 1--14. A Re\u015fit Kavsao\u011flu, Kemal Polat, and M Recep Bozkurt. 2014. A novel feature ranking algorithm for biometric recognition with PPG signals. Computers in biology and medicine 49 (2014), 1--14."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2010.2068048"},{"key":"e_1_3_2_1_10_1","volume-title":"2002 IEEE International Conference on Data Mining, 2002. Proceedings. ({n. d.}).","author":"Molina L.c.","unstructured":"L.c. Molina , L. Belanche , and A. Nebot . {n. d.}. Feature selection algorithms: a survey and experimental evaluation . 2002 IEEE International Conference on Data Mining, 2002. Proceedings. ({n. d.}). L.c. Molina, L. Belanche, and A. Nebot. {n. d.}. Feature selection algorithms: a survey and experimental evaluation. 2002 IEEE International Conference on Data Mining, 2002. Proceedings. ({n. d.})."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2001.1017209"},{"key":"e_1_3_2_1_12_1","unstructured":"Nonin. {n. d.}. Onyx II 9550 | Nonin. https:\/\/www.nonin.com\/products\/9550\/. (Accessed on 01\/22\/2019).  Nonin. {n. d.}. Onyx II 9550 | Nonin. https:\/\/www.nonin.com\/products\/9550\/. (Accessed on 01\/22\/2019)."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2012.01.102"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2011.2175832"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"crossref","unstructured":"David Rindskopf and Mariya Shiyko. 2010. Measures of Dispersion Skewness and Kurtosis. 267--273.  David Rindskopf and Mariya Shiyko. 2010. Measures of Dispersion Skewness and Kurtosis. 267--273.","DOI":"10.1016\/B978-0-08-044894-7.01344-0"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2007.03.003"},{"key":"e_1_3_2_1_17_1","unstructured":"scikit learn. {n. d.}. scikit-learn: machine learning in Python scikit-learn 0.20.2 documentation. https:\/\/scikit-learn.org\/stable\/. (Accessed on 01\/22\/2019).  scikit learn. {n. d.}. scikit-learn: machine learning in Python scikit-learn 0.20.2 documentation. https:\/\/scikit-learn.org\/stable\/. (Accessed on 01\/22\/2019)."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1080\/03091900701781317"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1097\/PSY.0b013e3182227d6a"},{"key":"e_1_3_2_1_20_1","volume-title":"Influence of Mental Stress on Heart Rate and Heart Rate Variability. IFMBE Proceedings 4th European Conference of the International Federation for Medical and Biological Engineering","author":"Taelman Joachim","year":"2009","unstructured":"Joachim Taelman , S. Vandeput , A. Spaepen , and S. Van Huffel . 2009 . Influence of Mental Stress on Heart Rate and Heart Rate Variability. IFMBE Proceedings 4th European Conference of the International Federation for Medical and Biological Engineering ( 2009 ), 1366--1369. Joachim Taelman, S. Vandeput, A. Spaepen, and S. Van Huffel. 2009. Influence of Mental Stress on Heart Rate and Heart Rate Variability. IFMBE Proceedings 4th European Conference of the International Federation for Medical and Biological Engineering (2009), 1366--1369."}],"event":{"name":"PETRA '19: The 12th PErvasive Technologies Related to Assistive Environments Conference","location":"Rhodes Greece","acronym":"PETRA '19"},"container-title":["Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3316782.3316798","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3316782.3316798","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T23:53:37Z","timestamp":1750204417000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3316782.3316798"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,6,5]]},"references-count":20,"alternative-id":["10.1145\/3316782.3316798","10.1145\/3316782"],"URL":"https:\/\/doi.org\/10.1145\/3316782.3316798","relation":{},"subject":[],"published":{"date-parts":[[2019,6,5]]},"assertion":[{"value":"2019-06-05","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}