mPuff: Automated detection of cigarette smoking puffs from respiration measurements

IPSN'12 - Proceedings of the 11th International Conference on Information Processing in Sensor Networks

Volumn , Issue , 2012, Pages 269-280

  Ali, Amin Ahsan ^a   Hossain, Syed Monowar ^a   Hovsepian, Karen ^a   Rahman, Md Mahbubur ^a   Plarre, Kurt ^a   Kumar, Santosh ^a  

^a University of Memphis   (United States)

Author keywords

Respiration; Smoking detection; Wearable sensors

Indexed keywords

AUTOMATED DETECTION; AUTOMATED METHODS; CIGARETTE SMOKING; HIGH-RISK SITUATIONS; LOW RATES; NATURAL ENVIRONMENTS; RESPIRATION; RESPIRATION CYCLE; SEMI-SUPERVISED; SUPPORT VECTOR; WEARABLE SENSORS;

DATA PROCESSING; SENSOR NETWORKS;

DETECTORS;

EID: 84860537214     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2185677.2185741     Document Type: Conference Paper

References (35)

1. Smoking-attributable mortality, years of potential life lost, and productivity losses - United States, 2000 - 2004. Morbidity and Mortality Weekly Report, 57(45):1226-1228, 2008.
2. Fieldstream. http://www.github.com/FieldStream/FieldStream, Accessed: October 2011.
3. How tobacco smoke causes disease - the biology and behavioral basis for smoking-attributable disease - a report of the surgeon general. http://www.surgeongeneral.gov/library/tobaccosmoke/report/index.html, Accessed: October 2011.
4. Smokerlyzer. http://www.bedfont.com/smokerlyzer, Accessed: October 2011.
5. Substance abuse and mental health administration: Results from the 2009 national survey on drug use and health: National findings. http://www.oas. samhsa.gov/NSDUH/2k9NSDUH/tabs/Cover.pdf, Accessed: October 2011.
6. Svmlin. http://vikas.sindhwani.org/svmlin.html, Accessed: October 2011.
7. Treating tobacco use and dependence: 2008 update-clinical practice guideline. http://www.surgeongeneral.gov/tobacco/treating-tobacco-use08.pdf, Accessed: October 2011.
8. CReSS. http://www.borgwaldt.de/cms/borgwaldt-kc/produkte/rauchmaschinen/ geraete-zur-rauchtopographie/cress-pocket.html, Accessed: October 2011.
9. H. Ashton, D. Watson, R. Marsh, and J. Sadler. Puffing frequency and nicotine intake in cigarette smokers. The British Medical Journal, pages 679-681, 1970.
10. C. Bishop. Pattern Recognition and Machine Learning. Springer, 2006.
11. H. Brendryen, P. Kraft, and H. Schaalma. Looking inside the black box: Using intervention mapping to describe the development of the automated smoking cessation intervention'happy ending'. The Journal of Smoking Cessation, 5(1):29-56, 2010.
12. R. Bridges, J. Combs, J. Humble, J. Turbek, S. Rehm, and N. Haley. Puffing topography as a determinant of smoke exposure. Pharmacology Biochemistry and Behavior, 37(1):29-39, 1990. (Pubitemid 20341682)
13. F. Charles, G. Krautter, and D. Mariner. Post-puff respiration measures on smokers of different tar yield cigarettes. Inhalation toxicology, 21(8):712-718, 2009.
14. C. Collins, D. Epstein, C. Parzynski, D. Zimmerman, E. Moolchan, and S. Heishman. Puffing behavior during the smoking of a single cigarette in tobacco-dependent adolescents. Nicotine & tobacco research, 12(2):164-167, 2010.
15. K. Doherty, T. Kinnunen, F. Militello, and A. Garvey. Urges to smoke during the first month of abstinence: relationship to relapse and predictors. Psychopharmacology, 119(2):171-178, 1995.
16. E. Ertin, N. Stohs, S. Kumar, A. Raij, M. al'Absi, T. Kwon, S. Mitra, S. Shah, and J. W. Jeong. Autosense: Unobtrusively wearable sensor suite for inferencing of onset, causality, and consequences of stress in the field. In ACM Conference on Embedded Networked Sensor Systems (SenSys), pages 274-287, 2011.
17. D. Hammond, G. Fong, K. Cummings, and A. Hyland. Smoking topography, brand switching, and nicotine delivery: results from an in vivo study. Cancer Epidemiology Biomarkers & Prevention, 14(6):1370-1375, 2005. (Pubitemid 40807333)
18. J. Hughes and D. Hatsukami. Signs and symptoms of tobacco withdrawal. Archives of General Psychiatry, 43(3):289, 1986.
19. N. Hymowitz, M. Sexton, J. Ockene, and G. Grandits. Baseline factors associated with smoking cessation and relapse. Preventive Medicine, 20(5):590-601, 1991.
20. D. Kalman. The subjective effects of nicotine: methodological issues, a review of experimental studies, and recommendations for future research. Nicotine & Tobacco Research, 4(1):25-70, 2002. (Pubitemid 34521099)
21. J. Killen and S. Fortmann. Craving is associated with smoking relapse: Findings from three prospective studies. Experimental and Clinical Psychopharmacology, 5(2):137, 1997.
22. S. Kolonen, J. Tuomisto, P. Puusteinen, and M. Airaksinen. Puffing behavior during the smoking of a single cigarette in a naturalistic environment. Pharmacology, biochemistry and behavior, 41(4):701-706, 1992.
23. K. Matheny and K. Weatherman. Predictors of smoking cessation and maintenance. Journal of Clinical Psychology, 54(2):223-235, 1998. (Pubitemid 28063584)
24. A. Mokdad, J. Marks, D. Stroup, and J. Gerberding. Actual causes of death in the united states, 2000. JAMA: the journal of the American Medical Association, 291(10):1238, 2004.
25. K. Plarre, A. Raij, S. M. Hossain, A. A. Ali, M. Nakajima, M. al'Absi, T. Kamarck, S. Kumar, M. Scott, D. Siewiorek, A. Smailagic, and L. E. Wittmers. Continuous inference of psychological stress from sensory measurements collected in the natural environment. In ACM Information Processing in Sensor Networks (IPSN), pages 97-108, 2011.
26. M. M. Rahman, A. A. Ali, K. Plarre, M. al'Absi, E. Ertin, and S. Kumar. mconverse: Inferring conversation episodes from respiratory measurements collected in the field. In ACM Wireless Health, 2011.
27. S. Shiffman. Reflections on smoking relapse research. Drug and alcohol review, 25(1):15-20, 2006. (Pubitemid 43308149)
28. S. Shiffman, J. Paty, M. Gnys, J. Kassel, and M. Hickcox. First lapses to smoking: Within-subjects analysis of real-time reports. Journal of Consulting and Clinical Psychology, 64(2):366-379, 1996. (Pubitemid 26131633)
29. S. Shiffman, D. Scharf, W. Shadel, C. Gwaltney, Q. Dang, S. Paton, and D. Clark. Analyzing milestones in smoking cessation: illustration in a nicotine patch trial in adult smokers. Journal of consulting and clinical psychology, 74(2):276-285, 2006. (Pubitemid 43807360)
30. S. Shiffman and A. Waters. Negative affect and smoking lapses: A prospective analysis. Journal of Consulting and Clinical Psychology, 72(2):192-201, 2004. (Pubitemid 38396851)
31. M. Stitzer and J. Gross. Smoking relapse: the role of pharmacological and behavioral factors. Progress in clinical and biological research, 261:163-184, 1988.
32. * 1. Addictive Behaviors, 21(4):481-490, 1996. (Pubitemid 26194608)
33. J. Veilleux, J. Kassel, A. Heinz, A. Braun, M. Wardle, J. Greenstein, D. Evatt, and M. Conrad. Predictors and sequelae of smoking topography over the course of a single cigarette in adolescent light smokers. Journal of Adolescent Health, 48(2):176-181, 2011.
34. P. Wu, J. Hsieh, J. Cheng, S. Cheng, and S. Tseng. Human smoking event detection using visual interaction clues. In International Conference on Pattern Recognition, pages 4344-4347. IEEE, 2010.
35. X. Zhu and A. Goldberg. Introduction to Semi-Supervised Learning. Morgan & Claypool Publishers, 2009.