Publications
2024
Subigya Nepal, Arvind Pillai, William Campbell, et al. “Contextual AI Journaling: Integrating LLM and Time Series Behavioral Sensing Technology to Promote Self-Reflection and Well-being using the MindScape App”, ACM Conference on Human Factors in Computing Systems (CHI) 24, May 11–16, 2024, Honolulu, HI, USA
Moran, E.K., Shapiro, M., Culbreth, A.J., Nepal, S., Ben-Zeev, D., Campbell, A. and Barch, D.M., 2024. Loneliness in the Daily Lives of People With Mood and Psychotic Disorders. Schizophrenia Bulletin, p.sbae022.
Buck, B., Tauscher, J.S., Whiting, E., Wang, W., Campbell, A.T. and Ben-Zeev, D., 2024. Identifying mechanisms of persecutory ideation maintenance with smartphone technology: examining threat importance, certainty, rumination, and behavior change. Psychiatry Research, 333, p.115751
Nepal, S., Pillai, A., Wang, W., Griffin, T., Collins, A.C., Heinz, M., Lekkas, D., Mirjafari, S., Nemesure, M., Price, G. and Jacobson, N.C., 2024. MoodCapture: Depression Detection Using In-the-Wild Smartphone Images. arXiv preprint arXiv:2402.16182.
Nemesure, M.D., Collins, A.C., Price, G.D., Griffin, T.Z., Pillai, A., Nepal, S., Heinz, M.V., Lekkas, D., Campbell, A.T. and Jacobson, N.C., 2024. Depressive symptoms as a heterogeneous and constantly evolving dynamical system: Idiographic depressive symptom networks of rapid symptom changes among persons with major depressive disorder. Journal of Psychopathology and Clinical Science, 133(2), p.155
Pillai, A., Nepal, S.K., Wang, W., Nemesure, M., Heinz, M., Price, G., Lekkas, D., Collins, A.C., Griffin, T., Buck, B. and Preum, S.M., 2024. Investigating Generalizability of Speech-based Suicidal Ideation Detection Using Mobile Phones. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 7(4), pp.1-38.
Moran, E.K., Shapiro, M., Culbreth, A.J., Nepal, S., Ben-Zeev, D., Campbell, A. and Barch, D.M., 2024. Loneliness in the Daily Lives of People With Mood and Psychotic Disorders. Schizophrenia Bulletin, p.sbae022.
Buck, B., Tauscher, J.S., Whiting, E., Wang, W., Campbell, A.T. and Ben-Zeev, D., 2024. Identifying mechanisms of persecutory ideation maintenance with smartphone technology: examining threat importance, certainty, rumination, and behavior change. Psychiatry Research, 333, p.115751
Nepal, S., Liu, W., Pillai, A., Wang, W., Vojdanovski, V., Huckins, J.F., Rogers, C., Meyer, M.L. and Campbell, A.T., 2024. Capturing the College Experience: A Four-Year Mobile Sensing Study of Mental Health, Resilience and Behavior of College Students during the Pandemic. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 8(1), pp.1-37.
Nepal, S., Pillai, A., Wang, W., Griffin, T., Collins, A.C., Heinz, M., Lekkas, D., Mirjafari, S., Nemesure, M., Price, G. and Jacobson, N.C., 2024. MoodCapture: Depression Detection Using In-the-Wild Smartphone Images. arXiv preprint arXiv:2402.16182.
Nemesure, M.D., Collins, A.C., Price, G.D., Griffin, T.Z., Pillai, A., Nepal, S., Heinz, M.V., Lekkas, D., Campbell, A.T. and Jacobson, N.C., 2024. Depressive symptoms as a heterogeneous and constantly evolving dynamical system: Idiographic depressive symptom networks of rapid symptom changes among persons with major depressive disorder. Journal of Psychopathology and Clinical Science, 133(2), p.155
Pillai, A., Nepal, S.K., Wang, W., Nemesure, M., Heinz, M., Price, G., Lekkas, D., Collins, A.C., Griffin, T., Buck, B. and Preum, S.M., 2024. Investigating Generalizability of Speech-based Suicidal Ideation Detection Using Mobile Phones. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 7(4), pp.1-38.
2023
Wang, W., Xu, W., Chander, A., Nepal, S., Buck, B., Pakhomov, S., Cohen, T., Ben-Zeev, D. and Campbell, A., 2023. The Power of Speech in the Wild: Discriminative Power of Daily Voice Diaries in Understanding Auditory Verbal Hallucinations Using Deep Learning. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 7(3), pp.1-29.
Barch, D.M., Culbreth, A.J., Zeev, D.B., Campbell, A., Nepal, S. and Moran, E.K., 2023. Dissociation of Cognitive Effort–Based Decision Making and Its Associations With Symptoms, Cognition, and Everyday Life Function Across Schizophrenia, Bipolar Disorder, and Depression. Biological Psychiatry, 94(6), pp.501-510.
Pillai, A., Nepal, S. and Campbell, A., 2023, June. Rare Life Event Detection via Mobile Sensing Using Multi-task Learning. In Conference on Health, Inference, and Learning (pp. 279-293). PMLR.
Mirjafari, S., Nepal, S., Wang, W. and Campbell, A.T., 2023. Using Mobile Data and Deep Models to Assess Auditory Verbal Hallucinations. arXiv preprint arXiv:2304.11049.
Collins, A.C., Lekkas, D., Nemesure, M.D., Griffin, T.Z., Price, G., Pillai, A., Nepal, S., Heinz, M.V., Campbell, A.T. and Jacobson, N.C., 2023. Semantic signals in self-reference: The detection and prediction of depressive symptoms from the daily diary entries of a sample with major depressive disorder.
Buck, B., Wingerson, M., Tauscher, J.S., Enkema, M., Wang, W., Campbell, A.T. and Ben-Zeev, D., 2023. Using smartphones to identify momentary characteristics of persecutory ideation associated with functional disability. Schizophrenia Bulletin Open, 4(1), p.sgad021.
Adamson, T., Pillai, A., Campbell, A., Tapia, L., Obregon, L.S. and Carter, E.C., 2023. Long-Term Analysis of a Human-AI Collaboration Study Using a Mobile Game. DEVCOM Army Research Laboratory (US), Tech. Rep. ARL-TR-9628.
Buck, B., Munson, J., Chander, A., Wang, W., Brenner, C.J., Campbell, A.T. and Ben-Zeev, D., 2022. The relationship between appraisals of auditory verbal hallucinations and real-time affect and social functioning. Schizophrenia Research, 250, pp.112-119.
Collins, A.C., Lekkas, D., Nemesure, M.D., Griffin, T.Z., Price, G., Pillai, A., Nepal, S., Heinz, M.V., Campbell, A.T. and Jacobson, N.C., 2023. Semantic signals in self-reference: The detection and prediction of depressive symptoms from the daily diary entries of a sample with major depressive disorder, Depression and Anxiety, 2023
Barch, D.M., Culbreth, A.J., Zeev, D.B., Campbell, A., Nepal, S. and Moran, E.K., 2023. Dissociation of Cognitive Effort–Based Decision Making and Its Associations With Symptoms, Cognition, and Everyday Life Function Across Schizophrenia, Bipolar Disorder, and Depression. Biological Psychiatry, 94(6), pp.501-510.
Pillai, A., Nepal, S. and Campbell, A., 2023, June. Rare Life Event Detection via Mobile Sensing Using Multi-task Learning. In Conference on Health, Inference, and Learning (pp. 279-293). PMLR.
Mirjafari, S., Nepal, S., Wang, W. and Campbell, A.T., 2023. Using Mobile Data and Deep Models to Assess Auditory Verbal Hallucinations. arXiv preprint arXiv:2304.11049.
Collins, A.C., Lekkas, D., Nemesure, M.D., Griffin, T.Z., Price, G., Pillai, A., Nepal, S., Heinz, M.V., Campbell, A.T. and Jacobson, N.C., 2023. Semantic signals in self-reference: The detection and prediction of depressive symptoms from the daily diary entries of a sample with major depressive disorder.
Xu, X., Liu, X., Zhang, H., Wang, W., Nepal, S., Sefidgar, Y., Seo, W., Kuehn, K.S., Huckins, J.F., Morris, M.E. and Nurius, P.S., 2023. GLOBEM: cross-dataset generalization of longitudinal human behavior modeling. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 6(4), pp.1-34. Distinguished Paper Award, Presented at ACM UbiComp, 2023.
Buck, B., Wingerson, M., Tauscher, J.S., Enkema, M., Wang, W., Campbell, A.T. and Ben-Zeev, D., 2023. Using smartphones to identify momentary characteristics of persecutory ideation associated with functional disability. Schizophrenia Bulletin Open, 4(1), p.sgad021.
Adamson, T., Pillai, A., Campbell, A., Tapia, L., Obregon, L.S. and Carter, E.C., 2023. Long-Term Analysis of a Human-AI Collaboration Study Using a Mobile Game. DEVCOM Army Research Laboratory (US), Tech. Rep. ARL-TR-9628.
Buck, B., Munson, J., Chander, A., Wang, W., Brenner, C.J., Campbell, A.T. and Ben-Zeev, D., 2022. The relationship between appraisals of auditory verbal hallucinations and real-time affect and social functioning. Schizophrenia Research, 250, pp.112-119.
Collins, A.C., Lekkas, D., Nemesure, M.D., Griffin, T.Z., Price, G., Pillai, A., Nepal, S., Heinz, M.V., Campbell, A.T. and Jacobson, N.C., 2023. Semantic signals in self-reference: The detection and prediction of depressive symptoms from the daily diary entries of a sample with major depressive disorder, Depression and Anxiety, 2023
2022
Buck, B., Munson, J., Chander, A., Wang, W., Brenner, C.J., Campbell, A.T. and Ben-Zeev, D., 2022. The relationship between appraisals of auditory verbal hallucinations and real-time affect and social functioning. Schizophrenia Research, 250, pp.112-119.
Nepal, S., Wang, W., Vojdanovski, V., Huckins, J.F., daSilva, A., Meyer, M. and Campbell, A., 2022, April. COVID Student Study: A Year in the Life of College Students during the COVID-19 Pandemic Through the Lens of Mobile Phone Sensing. In CHI Conference on Human Factors in Computing Systems (pp. 1-19)
Xu, Weizhe, Weichen Wang, Jake Portanova, Ayesha Chander, Andrew Campbell, Serguei Pakhomov, Dror Ben-Zeev, and Trevor Cohen. "Fully Automated Detection of Formal Thought Disorder with Time-series Augmented Representations for Detection of Incoherent Speech (TARDIS)." Journal of Biomedical Informatics, 2022.
Nepal, S., Martinez, G.J., Mirjafari, S., Saha, K., Swain, V.D., Xu, X., Audia, P.G., De Choudhury, M., Dey, A.K., Striegel, A. and Campbell, A.T.,. A Survey of Passive Sensing in the Workplace. arXiv preprint arXiv:2201.03074., 2022
Zhou, J., Lamichhane, B., Ben-Zeev, D., Campbell, A. and Sano, A., 2022. Predicting Psychotic Relapse in Schizophrenia With Mobile Sensor Data: Routine Cluster Analysis. JMIR mHealth and uHealth, 10(4), p.e31006, 2022
Nepal, S., Wang, W., Vojdanovski, V., Huckins, J.F., daSilva, A., Meyer, M. and Campbell, A., 2022, April. COVID Student Study: A Year in the Life of College Students during the COVID-19 Pandemic Through the Lens of Mobile Phone Sensing. In CHI Conference on Human Factors in Computing Systems (pp. 1-19)
Xu, Weizhe, Weichen Wang, Jake Portanova, Ayesha Chander, Andrew Campbell, Serguei Pakhomov, Dror Ben-Zeev, and Trevor Cohen. "Fully Automated Detection of Formal Thought Disorder with Time-series Augmented Representations for Detection of Incoherent Speech (TARDIS)." Journal of Biomedical Informatics, 2022.
Wang, W., Nepal, S., Huckins, J.F., Hernandez, L., Vojdanovski, V., Mack, D., Plomp, J., Pillai, A., Obuchi, M., daSilva, A. and Murphy, E., 2022. First-Gen Lens: Assessing Mental Health of First-Generation Students across Their First Year at College Using Mobile Sensing. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 6(2), pp.1-32, 2022
Nepal, S., Martinez, G.J., Mirjafari, S., Saha, K., Swain, V.D., Xu, X., Audia, P.G., De Choudhury, M., Dey, A.K., Striegel, A. and Campbell, A.T.,. A Survey of Passive Sensing in the Workplace. arXiv preprint arXiv:2201.03074., 2022
Zhou, J., Lamichhane, B., Ben-Zeev, D., Campbell, A. and Sano, A., 2022. Predicting Psychotic Relapse in Schizophrenia With Mobile Sensor Data: Routine Cluster Analysis. JMIR mHealth and uHealth, 10(4), p.e31006, 2022
2021
Xu, Weizhe, Weichen Wang, Jake Portanova, Ayesha Chander, Andrew Campbell, Serguei Pakhomov, Dror Ben-Zeev, and Trevor Cohen. "Fully Automated Detection of Formal Thought Disorder with Time-series Augmented Representations for Detection of Incoherent Speech (TARDIS)." Journal of Biomedical Informatics, 2022.
Nepal, S., Martinez, G.J., Mirjafari, S., Saha, K., Swain, V.D., Xu, X., Audia, P.G., De Choudhury, M., Dey, A.K., Striegel, A. and Campbell, A.T.,. A Survey of Passive Sensing in the Workplace. arXiv preprint arXiv:2201.03074., 2022
Ben-Zeev, Dror, Ayesha Chander, Justin Tauscher, Benjamin Buck, Subigya Nepal, Andrew Campbell, and Guy Doron. "A Smartphone Intervention for People With Serious Mental Illness: Fully Remote Randomized Controlled Trial of CORE." Journal of medical Internet research 23, no. 11, 2021.
Mirjafari, S., Bagherinezhad, H., Nepal, S., Martinez, G.J., Saha, K., Obuchi, M., Audia, P.G., Chawla, N.V., Dey, A.K., Striegel, A. and Campbell, A.T., 2021. Predicting Job Performance Using Mobile Sensing. IEEE Pervasive Computing, 20(4), pp.43-51., 2021.
Nepal, S., Martinez, G.J., Mirjafari, S., Mattingly, S., Swain, V.D., Striegel, A., Audia, P.G. and Campbell, A.T., Assessing the Impact of Commuting on Workplace Performance Using Mobile Sensing. IEEE Pervasive Computing, 20(4), pp.52-60, 2021.
daSilva, A.W., Huckins, J.F., Wang, W., Wang, R., Campbell, A.T. and Meyer, M.L.,. Daily perceived stress predicts less next day social interaction: Evidence from a naturalistic mobile sensing study. Emotion, 2021.
Bishal Lamichhane, Dror Ben-Zeev, Andrew Campbell, Tanzeem Choudhury, Marta Hauser, John Kane, Mikio Obuchi, Emily Scherer, Megan Walsh, Rui Wang, et al. Patient-independent schizophrenia relapse prediction using mobile sensor based daily behavioral rhythm changes. In Wireless Mobile Communication and Healthcare: 9th EAI International Conference, MobileHealth 2020, Virtual Event, November 19, 2020, Proceedings 9, pages 18–33. Springer International Publishing, 2021.
Nickels, S., Edwards, M.D., Poole, S.F., Winter, D., Gronsbell, J., Rozenkrants, B., Miller, D.P., Fleck, M., McLean, A., Peterson, B. and Chen, Y. Toward a mobile platform for real-world digital measurement of depression: User-centered design, data quality, and behavioral and clinical modeling. JMIR mental health, 8(8), p.e27589, 2021.
Giuntini, F.T., De Moraes, K.L., Cazzolato, M.T., de Fátima Kirchner, L., Maria de Jesus, D., Traina, A.J., Campbell, A.T. and Ueyama, J., Tracing the emotional roadmap of depressive users on social media through sequential pattern mining. IEEE Access, 9, pp.97621-97635, 2021.
Giuntini, F.T., de Moraes, K.L., Cazzolato, M.T., de Fátima Kirchner, L., Maria de Jesus, D., Traina, A.J., Campbell, A.T. and Ueyama, J., Modeling and assessing the temporal behavior of emotional and depressive user interactions on social networks. IEEE Access, 9, pp.93182-93194, 2021.
Zhou, J., Lamichhane, B., Ben-Zeev, D., Campbell, A. and Sano, A.,. Routine Clustering of Mobile Sensor Data Facilitates Psychotic Relapse Prediction in Schizophrenia Patients. arXiv preprint arXiv:2106.11487, 2021.
Buck, B., Chander, A., Brian, R.M., Wang, W., Campbell, A.T. and Ben-Zeev, D., Expanding the Reach of Research: Quantitative Evaluation of a Web-Based Approach for Remote Recruitment of People Who Hear Voices. JMIR Formative Research, 5(6), p.e23118, 2021.
Buck, B., Hallgren, K.A., Campbell, A.T., Choudhury, T., Kane, J.M. and Ben-Zeev, D., mHealth-Assisted Detection of Precursors to Relapse in Schizophrenia. Frontiers in Psychiatry, 12, p.822, 2021.
Robles-Granda, P., Lin, S., Wu, X., Martinez, G.J., Mattingly, S.M., Moskal, E., Striegel, A., Chawla, N.V., D'Mello, S., Gregg, J. and Nies, K., Jointly predicting job performance, personality, cognitive ability, affect, and well-being. IEEE Computational Intelligence Magazine, 16(2), pp.46-61, 2021.
EI Murphy, RB Lopez, C Rogers, PE Holtzheimer, AT Campbell, et al, Fusing Mobile Phone Sensing and Brain Imaging to Assess Depression in College Students , Smart Mobile Data Collection in the Context of Neuroscience, 164734, 2021
Nepal, S., Martinez, G.J., Mirjafari, S., Saha, K., Swain, V.D., Xu, X., Audia, P.G., De Choudhury, M., Dey, A.K., Striegel, A. and Campbell, A.T.,. A Survey of Passive Sensing in the Workplace. arXiv preprint arXiv:2201.03074., 2022
Ben-Zeev, Dror, Ayesha Chander, Justin Tauscher, Benjamin Buck, Subigya Nepal, Andrew Campbell, and Guy Doron. "A Smartphone Intervention for People With Serious Mental Illness: Fully Remote Randomized Controlled Trial of CORE." Journal of medical Internet research 23, no. 11, 2021.
Mirjafari, S., Bagherinezhad, H., Nepal, S., Martinez, G.J., Saha, K., Obuchi, M., Audia, P.G., Chawla, N.V., Dey, A.K., Striegel, A. and Campbell, A.T., 2021. Predicting Job Performance Using Mobile Sensing. IEEE Pervasive Computing, 20(4), pp.43-51., 2021.
Nepal, S., Martinez, G.J., Mirjafari, S., Mattingly, S., Swain, V.D., Striegel, A., Audia, P.G. and Campbell, A.T., Assessing the Impact of Commuting on Workplace Performance Using Mobile Sensing. IEEE Pervasive Computing, 20(4), pp.52-60, 2021.
daSilva, A.W., Huckins, J.F., Wang, W., Wang, R., Campbell, A.T. and Meyer, M.L.,. Daily perceived stress predicts less next day social interaction: Evidence from a naturalistic mobile sensing study. Emotion, 2021.
Bishal Lamichhane, Dror Ben-Zeev, Andrew Campbell, Tanzeem Choudhury, Marta Hauser, John Kane, Mikio Obuchi, Emily Scherer, Megan Walsh, Rui Wang, et al. Patient-independent schizophrenia relapse prediction using mobile sensor based daily behavioral rhythm changes. In Wireless Mobile Communication and Healthcare: 9th EAI International Conference, MobileHealth 2020, Virtual Event, November 19, 2020, Proceedings 9, pages 18–33. Springer International Publishing, 2021.
Nickels, S., Edwards, M.D., Poole, S.F., Winter, D., Gronsbell, J., Rozenkrants, B., Miller, D.P., Fleck, M., McLean, A., Peterson, B. and Chen, Y. Toward a mobile platform for real-world digital measurement of depression: User-centered design, data quality, and behavioral and clinical modeling. JMIR mental health, 8(8), p.e27589, 2021.
Mack, D.L., DaSilva, A.W., Rogers, C., Hedlund, E., Murphy, E.I., Vojdanovski, V., Plomp, J., Wang, W., Nepal, S.K., Holtzheimer, P.E. and Wagner, D.D., Mental health and behavior of college students during the COVID-19 pandemic: Longitudinal mobile smartphone and ecological momentary assessment study, Part II. Journal of Medical Internet Research, 23(6), p.e28892, 2021.
Giuntini, F.T., De Moraes, K.L., Cazzolato, M.T., de Fátima Kirchner, L., Maria de Jesus, D., Traina, A.J., Campbell, A.T. and Ueyama, J., Tracing the emotional roadmap of depressive users on social media through sequential pattern mining. IEEE Access, 9, pp.97621-97635, 2021.
Giuntini, F.T., de Moraes, K.L., Cazzolato, M.T., de Fátima Kirchner, L., Maria de Jesus, D., Traina, A.J., Campbell, A.T. and Ueyama, J., Modeling and assessing the temporal behavior of emotional and depressive user interactions on social networks. IEEE Access, 9, pp.93182-93194, 2021.
Zhou, J., Lamichhane, B., Ben-Zeev, D., Campbell, A. and Sano, A.,. Routine Clustering of Mobile Sensor Data Facilitates Psychotic Relapse Prediction in Schizophrenia Patients. arXiv preprint arXiv:2106.11487, 2021.
Buck, B., Chander, A., Brian, R.M., Wang, W., Campbell, A.T. and Ben-Zeev, D., Expanding the Reach of Research: Quantitative Evaluation of a Web-Based Approach for Remote Recruitment of People Who Hear Voices. JMIR Formative Research, 5(6), p.e23118, 2021.
Buck, B., Hallgren, K.A., Campbell, A.T., Choudhury, T., Kane, J.M. and Ben-Zeev, D., mHealth-Assisted Detection of Precursors to Relapse in Schizophrenia. Frontiers in Psychiatry, 12, p.822, 2021.
Robles-Granda, P., Lin, S., Wu, X., Martinez, G.J., Mattingly, S.M., Moskal, E., Striegel, A., Chawla, N.V., D'Mello, S., Gregg, J. and Nies, K., Jointly predicting job performance, personality, cognitive ability, affect, and well-being. IEEE Computational Intelligence Magazine, 16(2), pp.46-61, 2021.
EI Murphy, RB Lopez, C Rogers, PE Holtzheimer, AT Campbell, et al, Fusing Mobile Phone Sensing and Brain Imaging to Assess Depression in College Students , Smart Mobile Data Collection in the Context of Neuroscience, 164734, 2021
2020
Daniel A Adler, Dror Ben-Zeev, Vincent WS Tseng, John M Kane, Rachel Brian, Andrew T Campbell, Marta Hauser, Emily A Scherer, and Tanzeem Choudhury. Predicting early warning signs of psychotic relapse from passive sensing data: an approach using encoder-decoder neural networks. JMIR mHealth and uHealth, 8(8):e19962, 2020.
Dror Ben-Zeev, Benjamin Buck, Ayesha Chander, Rachel Brian, Weichen Wang, David Atkins, Carolyn J Brenner, Trevor Cohen, Andrew Camp- bell, and Jeffrey Munson. Mobile RDoC: Using smartphones to understand the relationship between auditory verbal hallucinations and need for care. Schizophrenia Bulletin Open, 1(1), 2020.
Felipe T Giuntini, Mirela T Cazzolato, Maria de Jesus Dutra dos Reis, Andrew T Campbell, Agma JM Traina, and Jo Ueyama. A review on recognizing depression in social networks: challenges and opportunities. Journal of Ambient Intelligence and Humanized Computing, 11(11):4713– 4729, 2020.
Joy He-Yueya, Benjamin Buck, Andrew Campbell, Tanzeem Choudhury, John M Kane, Dror Ben-Zeev, and Tim Althoff. Assessing the relation- ship between routine and schizophrenia symptoms with passively sensed measures of behavioral stability. NPJ schizophrenia, 6(1):1–8, 2020.
Kylie Hill, Tori Humiston, Maria Drakulich, Catherine Stanger, Alan Bud- ney, Andrew T Campbell, Weichen Wang, and Amy Hughes Lansing. Risk factors associated with engagement in passive sensing and ema among rural adolescent cannabis users. In Annals of Behavior Medicine, volume 54, pages S816–S816.
Jeremy F Huckins, Alex W DaSilva, Elin L Hedlund, Eilis I Murphy, Court- ney Rogers, Weichen Wang, Mikio Obuchi, Paul E Holtzheimer, Dylan D Wagner, and Andrew T Campbell. Causal factors of anxiety and depres- sion in college students: Longitudinal ecological momentary assessment and causal analysis using peter and clark momentary conditional independence. JMIR mental health, 7(6):e16684, 2020.
Yuchao Ma, Andrew T Campbell, Diane J Cook, John Lach, Shwetak N Patel, Thomas Ploetz, Majid Sarrafzadeh, Donna Spruijt-Metz, and Hassan Ghasemzadeh. Transfer learning for activity recognition in mobile health. arXiv preprint arXiv:2007.06062, 2020.
Gonzalo J Martinez, Stephen M Mattingly, Jessica Young, Louis Faust, Anind K Dey, Andrew T Campbell, Munmun De Choudhury, Shayan Mir- jafari, Subigya K Nepal, Pablo Robles-Granda, Improved sleep detection through the fusion of phone agents and wearable data streams. 2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), pages 1–6. IEEE, 2020.
Subigya Nepal, Shayan Mirjafari, Gonzalo J Martinez, Pino Audia, Aaron Striegel, and Andrew T Campbell. Detecting job promotion in information workers using mobile sensing. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 4(3):1–28, 2020.
Pablo Robles-Granda, Suwen Lin, Xian Wu, Sidney D’Mello, Gonzalo J Martinez, Koustuv Saha, Kari Nies, Gloria Mark, Andrew T Camp- bell, Munmun De Choudhury, et al. Jointly predicting job performance, personality, cognitive ability, affect, and well-being. arXiv preprint arXiv:2006.08364, 2020.
Gonzalo J Martinez, Stephen M Mattingly, Shayan Mirjafari, Subigya K Nepal, Andrew T Campbell, Anind K Dey, and Aaron D Striegel. On the quality of real-world wearable data in a longitudinal study of information workers. In 2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), pages 1–6. IEEE, 2020.
Vincent W-S Tseng, Akane Sano, Dror Ben-Zeev, Rachel Brian, Andrew T Campbell, Marta Hauser, John M Kane, Emily A Scherer, Rui Wang, Weichen Wang, et al. Using behavioral rhythms and multi-task learning to predict fine-grained symptoms of schizophrenia. Scientific reports, 10(1):1– 17, 2020.
Rui Wang, Weichen Wang, Mikio Obuchi, Emily Scherer, Rachel Brian, Dror Ben-Zeev, Tanzeem Choudhury, John Kane, Martar Hauser, Megan Walsh, et al. On predicting relapse in schizophrenia using mobile sensing in a randomized control trial. In 2020 IEEE International Conference on Pervasive Computing and Communications (PerCom), pages 1–8. IEEE, 2020.
Weichen Wang, Shayan Mirjafari, Gabriella Harari, Dror Ben-Zeev, Rachel Brian, Tanzeem Choudhury, Marta Hauser, John Kane, Kizito Masaba, Subigya Nepal, et al. Social sensing: assessing social functioning of patients living with schizophrenia using mobile phone sensing. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, pages 1–15, 2020.
Dror Ben-Zeev, Benjamin Buck, Ayesha Chander, Rachel Brian, Weichen Wang, David Atkins, Carolyn J Brenner, Trevor Cohen, Andrew Camp- bell, and Jeffrey Munson. Mobile RDoC: Using smartphones to understand the relationship between auditory verbal hallucinations and need for care. Schizophrenia Bulletin Open, 1(1), 2020.
Jeremy F Huckins, Alex W DaSilva, Weichen Wang, Elin Hedlund, Court- ney Rogers, Subigya K Nepal, Jialing Wu, Mikio Obuchi, Eilis I Murphy, Meghan L Meyer, et al. Mental health and behavior of college students during the early phases of the covid-19 pandemic: longitudinal smartphone and ecological momentary assessment study. Journal of medical Internet research, 22(6):e20185, 2020.
Felipe T Giuntini, Mirela T Cazzolato, Maria de Jesus Dutra dos Reis, Andrew T Campbell, Agma JM Traina, and Jo Ueyama. A review on recognizing depression in social networks: challenges and opportunities. Journal of Ambient Intelligence and Humanized Computing, 11(11):4713– 4729, 2020.
Joy He-Yueya, Benjamin Buck, Andrew Campbell, Tanzeem Choudhury, John M Kane, Dror Ben-Zeev, and Tim Althoff. Assessing the relation- ship between routine and schizophrenia symptoms with passively sensed measures of behavioral stability. NPJ schizophrenia, 6(1):1–8, 2020.
Kylie Hill, Tori Humiston, Maria Drakulich, Catherine Stanger, Alan Bud- ney, Andrew T Campbell, Weichen Wang, and Amy Hughes Lansing. Risk factors associated with engagement in passive sensing and ema among rural adolescent cannabis users. In Annals of Behavior Medicine, volume 54, pages S816–S816.
Jeremy F Huckins, Alex W DaSilva, Elin L Hedlund, Eilis I Murphy, Court- ney Rogers, Weichen Wang, Mikio Obuchi, Paul E Holtzheimer, Dylan D Wagner, and Andrew T Campbell. Causal factors of anxiety and depres- sion in college students: Longitudinal ecological momentary assessment and causal analysis using peter and clark momentary conditional independence. JMIR mental health, 7(6):e16684, 2020.
Yuchao Ma, Andrew T Campbell, Diane J Cook, John Lach, Shwetak N Patel, Thomas Ploetz, Majid Sarrafzadeh, Donna Spruijt-Metz, and Hassan Ghasemzadeh. Transfer learning for activity recognition in mobile health. arXiv preprint arXiv:2007.06062, 2020.
Gonzalo J Martinez, Stephen M Mattingly, Jessica Young, Louis Faust, Anind K Dey, Andrew T Campbell, Munmun De Choudhury, Shayan Mir- jafari, Subigya K Nepal, Pablo Robles-Granda, Improved sleep detection through the fusion of phone agents and wearable data streams. 2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), pages 1–6. IEEE, 2020.
Subigya Nepal, Shayan Mirjafari, Gonzalo J Martinez, Pino Audia, Aaron Striegel, and Andrew T Campbell. Detecting job promotion in information workers using mobile sensing. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 4(3):1–28, 2020.
Pablo Robles-Granda, Suwen Lin, Xian Wu, Sidney D’Mello, Gonzalo J Martinez, Koustuv Saha, Kari Nies, Gloria Mark, Andrew T Camp- bell, Munmun De Choudhury, et al. Jointly predicting job performance, personality, cognitive ability, affect, and well-being. arXiv preprint arXiv:2006.08364, 2020.
Gonzalo J Martinez, Stephen M Mattingly, Shayan Mirjafari, Subigya K Nepal, Andrew T Campbell, Anind K Dey, and Aaron D Striegel. On the quality of real-world wearable data in a longitudinal study of information workers. In 2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), pages 1–6. IEEE, 2020.
Mikio Obuchi, Jeremy F Huckins, Weichen Wang, Alex daSilva, Courtney Rogers, Eilis Murphy, Elin Hedlund, Paul Holtzheimer, Shayan Mirjafari, and Andrew Campbell. Predicting brain functional connectivity using mobile sensing. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 4(1):1–22, 2020.
Vincent W-S Tseng, Akane Sano, Dror Ben-Zeev, Rachel Brian, Andrew T Campbell, Marta Hauser, John M Kane, Emily A Scherer, Rui Wang, Weichen Wang, et al. Using behavioral rhythms and multi-task learning to predict fine-grained symptoms of schizophrenia. Scientific reports, 10(1):1– 17, 2020.
Rui Wang, Weichen Wang, Mikio Obuchi, Emily Scherer, Rachel Brian, Dror Ben-Zeev, Tanzeem Choudhury, John Kane, Martar Hauser, Megan Walsh, et al. On predicting relapse in schizophrenia using mobile sensing in a randomized control trial. In 2020 IEEE International Conference on Pervasive Computing and Communications (PerCom), pages 1–8. IEEE, 2020.
Weichen Wang, Shayan Mirjafari, Gabriella Harari, Dror Ben-Zeev, Rachel Brian, Tanzeem Choudhury, Marta Hauser, John Kane, Kizito Masaba, Subigya Nepal, et al. Social sensing: assessing social functioning of patients living with schizophrenia using mobile phone sensing. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, pages 1–15, 2020.
2019
Saha, K., Reddy, M.D., das Swain, V., Gregg, J.M., Grover, T., Lin, S., Martinez, G.J., Mattingly, S.M., Mirjafari, S., Mulukutla, R. and Nies, K., 2019, September. Imputing missing social media data streams in multisensor studies of human behavior. In 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII) (pp. 178-184).
Francisco Laport-López, Emilio Serrano, Javier BajoAndrew T. Campbell, A review of mobile sensing systems, applications, and opportunities, Knowledge and Information Systems, 2019.
Buck, Benjamin, Kevin A. Hallgren, Emily Scherer, Rachel Brian, Rui Wang, Weichen Wang, Andrew Campbell et al. "Capturing behavioral indicators of persecutory ideation using mobile technology." Journal of psychiatric research, 2019.
Benjamin Buck, Emily Scherer, Rachel Brian, Rui Wang, Weichen Wang, Andrew Campbell, Tanzeem Choudhury, Marta Hauser, John M. Kane, Dror Ben-Zeev, Relationships between smartphone social behavior and relapse in schizophrenia, Schizophrenia Research, 2019.
S Mattingly et al. The Tesserae Project: Experiences with Large-Scale, Longitudinal, In Situ, Multimodal Sensing of Information Workers. In Proceedings of CHI Conference on Human Factors in Computing Systems, May 2019
Saha, K., Bayraktaraglu, A. E., Campbell, A., Chawla, N., De Choudhury, M., D'Mello, S., Dey, A., et al., Social Media as a Passive Sensor in Longitudinal Studies of Human Behavior and Wellbeing. In Proceedings of CHI Conference on Human Factors in Computing Systems May 2019.
DaSilva, A.W., Huckins, J.F., Wang, R., Wang, W., Wagner, D.D. and Campbell, A.T., 2019. Correlates of Stress in the College Environment Uncovered by the Application of Penalized Generalized Estimating Equations to Mobile Sensing Data. JMIR mHealth and uHealth, 7(3), p.e12084. 2019.
Giuntini, Felipe Taliar, Larissa Pires Ruiz, Luziane De Fatima Kirchner, Denise Aparecida Passarelli, Maria De Jesus Dutra Dos Reis, Andrew Thomas Campbell, and Jó Ueyama. "How Do I Feel? Identifying Emotional Expressions on Facebook Reactions Using Clustering Mechanism." IEEE Access, 2019.
Harari, Gabriella M., Sandrine R. Müller, Clemens Stachl, Rui Wang, Weichen Wang, Markus Bühner, Peter J. Rentfrow, Andrew T. Campbell, and Samuel D. Gosling. Sensing sociability: Individual differences in young adults’ conversation, calling, texting, and app use behaviors in daily life. Journal of personality and social psychology, 2019.
Huckins, Jeremy F., Alex W. daSilva, Rui Wang, Weichen Wang, Elin L. Hedlund, Eilis I. Murphy, Richard B. Lopez et al. "Fusing Mobile Phone Sensing and Brain Imaging to Assess Depression in College Students." Frontiers in Neuroscience13 (2019): 248, 2019.
Koustuv Saha, Manikanta D Reddy, Vedant Das Swain, Julie Gregg, Ted Grover, Suwen Lin, Gonzalo J Martinez, Stephen M Mattingly, Shayan Mirjafari et al, Imputing Missing Social Media Data Streams in Multisensor Studies of Human Behavior, International Conference on Affective Computing & Intelligent Interaction, 2019
Francisco Laport-López, Emilio Serrano, Javier BajoAndrew T. Campbell, A review of mobile sensing systems, applications, and opportunities, Knowledge and Information Systems, 2019.
Buck, Benjamin, Kevin A. Hallgren, Emily Scherer, Rachel Brian, Rui Wang, Weichen Wang, Andrew Campbell et al. "Capturing behavioral indicators of persecutory ideation using mobile technology." Journal of psychiatric research, 2019.
Benjamin Buck, Emily Scherer, Rachel Brian, Rui Wang, Weichen Wang, Andrew Campbell, Tanzeem Choudhury, Marta Hauser, John M. Kane, Dror Ben-Zeev, Relationships between smartphone social behavior and relapse in schizophrenia, Schizophrenia Research, 2019.
S Mattingly et al. The Tesserae Project: Experiences with Large-Scale, Longitudinal, In Situ, Multimodal Sensing of Information Workers. In Proceedings of CHI Conference on Human Factors in Computing Systems, May 2019
Saha, K., Bayraktaraglu, A. E., Campbell, A., Chawla, N., De Choudhury, M., D'Mello, S., Dey, A., et al., Social Media as a Passive Sensor in Longitudinal Studies of Human Behavior and Wellbeing. In Proceedings of CHI Conference on Human Factors in Computing Systems May 2019.
DaSilva, A.W., Huckins, J.F., Wang, R., Wang, W., Wagner, D.D. and Campbell, A.T., 2019. Correlates of Stress in the College Environment Uncovered by the Application of Penalized Generalized Estimating Equations to Mobile Sensing Data. JMIR mHealth and uHealth, 7(3), p.e12084. 2019.
Shayan Mirjafari, Kizito Masaba, Ted Grover, Weichen Wang, Pino Audia, Andrew T. Campbell, Nitesh V. Chawla, Vedant Das Swain, Munmun De Choudhury, Anind K. Dey, et al., Differentiating Higher and Lower Job Performers in the Workplace Using Mobile Sensing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3, 2, Article 37, June 2019) and presented at ACM UbiComp. 2019
Giuntini, Felipe Taliar, Larissa Pires Ruiz, Luziane De Fatima Kirchner, Denise Aparecida Passarelli, Maria De Jesus Dutra Dos Reis, Andrew Thomas Campbell, and Jó Ueyama. "How Do I Feel? Identifying Emotional Expressions on Facebook Reactions Using Clustering Mechanism." IEEE Access, 2019.
Harari, Gabriella M., Sandrine R. Müller, Clemens Stachl, Rui Wang, Weichen Wang, Markus Bühner, Peter J. Rentfrow, Andrew T. Campbell, and Samuel D. Gosling. Sensing sociability: Individual differences in young adults’ conversation, calling, texting, and app use behaviors in daily life. Journal of personality and social psychology, 2019.
Huckins, Jeremy F., Alex W. daSilva, Rui Wang, Weichen Wang, Elin L. Hedlund, Eilis I. Murphy, Richard B. Lopez et al. "Fusing Mobile Phone Sensing and Brain Imaging to Assess Depression in College Students." Frontiers in Neuroscience13 (2019): 248, 2019.
Koustuv Saha, Manikanta D Reddy, Vedant Das Swain, Julie Gregg, Ted Grover, Suwen Lin, Gonzalo J Martinez, Stephen M Mattingly, Shayan Mirjafari et al, Imputing Missing Social Media Data Streams in Multisensor Studies of Human Behavior, International Conference on Affective Computing & Intelligent Interaction, 2019
2018
Weichen Wang, Gabriella M. Harari, Rui Wang, Sandrine R. Müller, Shayan Mirjafari, Kizito Masaba, and Andrew T. Campbell. 2018. Sensing Behavioral Change over Time: Using Within-Person Variability Features from Mobile Sensing to Predict Personality Traits. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2, 3, Article 141, (Presented at Ubicomp 2018), September 2018,
Rui Wang, Weichen Wang, Min Hane Aung, Dror Ben-Zeev, Rachel Brian, Andrew T. Campbell, Tanzeem Choudhury, Marta Hauser, John Kane, Emily A. Scherer, and Megan Walsh. 2018. Predicting Symptom Trajectories of Schizophrenia Using Mobile Sensing. GetMobile: Mobile Comp. and Comm. 22, 2, September 2018.
Wang, Rui, et al. "Tracking Depression Dynamics in College Students Using Mobile Phone and Wearable Sensing." Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2.1 (2018): 43, (Presented at Ubicomp 2018), 2018.
Huckins, Jeremy F., et al. "Fusing Mobile Phone Sensing and Brain Imaging to Assess Depression in College Students: A Proof-of-Concept study." bioRxiv (2018): 276568, 2018.
Rui Wang, Weichen Wang, Min Hane Aung, Dror Ben-Zeev, Rachel Brian, Andrew T. Campbell, Tanzeem Choudhury, Marta Hauser, John Kane, Emily A. Scherer, and Megan Walsh. 2018. Predicting Symptom Trajectories of Schizophrenia Using Mobile Sensing. GetMobile: Mobile Comp. and Comm. 22, 2, September 2018.
Honor Hsin, Menachem Fromer, Bret Peterson, Collin Walter, Mathias Fleck, Andrew Campbell, Paul Varghese & Robert Califf, Transforming Psychiatry into Data-Driven Medicine with Digital Measurement Tools, Nature npj Digital Medicine volume 1, Article number: 37, 2018
Wang, Rui, et al. "Tracking Depression Dynamics in College Students Using Mobile Phone and Wearable Sensing." Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2.1 (2018): 43, (Presented at Ubicomp 2018), 2018.
Huckins, Jeremy F., et al. "Fusing Mobile Phone Sensing and Brain Imaging to Assess Depression in College Students: A Proof-of-Concept study." bioRxiv (2018): 276568, 2018.
2017
Rui Wang, Weichen Wang, Min S. H. Aung, Dror Ben-Zeev, Rachel Brian, Andrew T. Campbell, Tanzeem Choudhury, Marta Hauser, John Kane, Emily A. Scherer, and Megan Walsh. 2017. Predicting Symptom Trajectories of Schizophrenia using Mobile Sensing. PACM Interact. Mob. Wearable Ubiquitous Technol. 1, 3, Article 110, (Presented at Ubicomp 2017), 2017
Gabriella M. Harari, Weichen Wang, Sandrine R. Müller, Rui Wang, and Andrew T. Campbell. 2017. Participants' compliance and experiences with self-tracking using a smartphone sensing app. In Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers (presented at UbiComp '17). ACM, New York, NY, USA, 57-60.
Harari, Gabriella M., Sandrine R. Müller, Varun Mishra, Rui Wang, Andrew T. Campbell, Peter J. Rentfrow, and Samuel D. Gosling. "An Evaluation of Students’ Interest in and Compliance With Self-Tracking Methods: Recommendations for Incentives Based on Three Smartphone Sensing Studies." Social Psychological and Personality Science 8, no. 5 (2017): 479-492.
Ben-Zeev, D., Brian, R., Wang, R., Wang, W., Campbell, A. T., Aung, M. S., ... & Kane, J. M. (2017). CrossCheck: Integrating self-report, behavioral sensing, and smartphone use to identify digital indicators of psychotic relapse. Psychiatric rehabilitation journal, 40(3), 266, 2017
Harari, Gabriella M., Samuel D. Gosling, Rui Wang, Fanglin Chen, Zhenyu Chen, and Andrew T. Campbell. "Patterns of behavior change in students over an academic term: A preliminary study of activity and sociability behaviors using smartphone sensing methods." Computers in Human Behavior 67 (2017): 129-138, 2017
Rui Wang, Fanglin Chen, Zhenyu Chen, Tianxing Li, Gabriella Harari, Stefanie Tignor, Xia Zhou, Dror Ben-Zeev, and Andrew T. Campbell. "StudentLife: Using Smartphones to Assess Mental Health and Academic Performance of College Students." In Mobile Health, pp. 7-33. Springer, Cham, 2017.
Gabriella M. Harari, Weichen Wang, Sandrine R. Müller, Rui Wang, and Andrew T. Campbell. 2017. Participants' compliance and experiences with self-tracking using a smartphone sensing app. In Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers (presented at UbiComp '17). ACM, New York, NY, USA, 57-60.
Harari, Gabriella M., Sandrine R. Müller, Varun Mishra, Rui Wang, Andrew T. Campbell, Peter J. Rentfrow, and Samuel D. Gosling. "An Evaluation of Students’ Interest in and Compliance With Self-Tracking Methods: Recommendations for Incentives Based on Three Smartphone Sensing Studies." Social Psychological and Personality Science 8, no. 5 (2017): 479-492.
Ben-Zeev, Dror, Emily A. Scherer, Rachel M. Brian, Lisa A. Mistler, Andrew T. Campbell, and Rui Wang. Use of multimodal technology to identify digital correlates of violence among inpatients with serious mental illness: a pilot study, Psychiatric services, 2017.
Ben-Zeev, D., Brian, R., Wang, R., Wang, W., Campbell, A. T., Aung, M. S., ... & Kane, J. M. (2017). CrossCheck: Integrating self-report, behavioral sensing, and smartphone use to identify digital indicators of psychotic relapse. Psychiatric rehabilitation journal, 40(3), 266, 2017
Harari, Gabriella M., Samuel D. Gosling, Rui Wang, Fanglin Chen, Zhenyu Chen, and Andrew T. Campbell. "Patterns of behavior change in students over an academic term: A preliminary study of activity and sociability behaviors using smartphone sensing methods." Computers in Human Behavior 67 (2017): 129-138, 2017
Rui Wang, Fanglin Chen, Zhenyu Chen, Tianxing Li, Gabriella Harari, Stefanie Tignor, Xia Zhou, Dror Ben-Zeev, and Andrew T. Campbell. "StudentLife: Using Smartphones to Assess Mental Health and Academic Performance of College Students." In Mobile Health, pp. 7-33. Springer, Cham, 2017.
2016
Rui Wang, Peilin Hao, Xia Zhou, Andrew T. Campbell, and Gabriella Harari. 2016. SmartGPA: How Smartphones Can Assess and Predict Academic Performance of College Students. GetMobile: Mobile Comp. and Comm. 19, 4 (March 2016), 13-17.
Gabriella Harari, Samuel D. Gosling, Rui Wang, Fanglin Chen, Zhenyu Chen, Andrew T. Campbell. (2017). Patterns of Behavior Change in Students Over an Academic Term: A Preliminary Study of Activity and Sociability Behaviors Using Smartphone Sensing Methods. Computers in Human Behavior, 67, 129-138.
Gabriella Harari, Nicholas D. Lane, Rui Wang, Benjamin S. Crosier, Andrew T. Campbell, and Samuel D. Gosling. (in press). Using Smartphones to Collect Behavioral Data in Psychological Science: Opportunities, Practical Considerations, and Challenges. Perspectives on Psychological Science.
Rui Wang, Min S. H. Aung, Saeed Abdullah, Rachel Brian, Andrew T. Campbell, Tanzeem Choudhury, Marta Hauser, John Kane, Michael Merrill, Emily A. Scherer, Vincent W. S. Tseng, and Dror Ben-Zeev. CrossCheck: Toward passive sensing and detection of mental health changes in people with schizophrenia. In Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 886-897. ACM, 2016.
Gabriella Harari, Samuel D. Gosling, Rui Wang, Fanglin Chen, Zhenyu Chen, Andrew T. Campbell. (2017). Patterns of Behavior Change in Students Over an Academic Term: A Preliminary Study of Activity and Sociability Behaviors Using Smartphone Sensing Methods. Computers in Human Behavior, 67, 129-138.
Gabriella Harari, Nicholas D. Lane, Rui Wang, Benjamin S. Crosier, Andrew T. Campbell, and Samuel D. Gosling. (in press). Using Smartphones to Collect Behavioral Data in Psychological Science: Opportunities, Practical Considerations, and Challenges. Perspectives on Psychological Science.
2015
Tianxing Li, Chuankai An, Xinran Xiao, Andrew T. Campbell, and Xia Zhou. Real-Time Screen-Camera Communication Behind Any Scene. ACM International Conference on Mobile Systems, Applications, and Services (MobiSys), May 2015.
Tianxing Li, Chuankai An, Zhao Tian, Andrew T. Campbell, and Xia Zhou, Human Sensing Using Visible Light Communication, 21st Annual International Conference on Mobile Computing and Networking (MobiCom), September 2015.
Tianxing Li, Chuankai An, Xinran Xiao, Andrew T. Campbell, and Xia Zhou. Demo: Real-Time Screen-Camera Communication Behind Any Scene. ACM International Conference on Mobile Systems, Applications, and Services (MobiSys), May 2015. Best Demo Award.
Tianxing Li, Chuankai An, Ranveer Chandra, Andrew T. Campbell, and Xia Zhou. Low-Power Pervasive Wi-Fi Connectivity Using WiScan, ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2015), September 2015.
Randy Colvin, Stefanie Tignor, Rui Wang, Andrew T. Campbell, Inching Closer to Objective Personality Assessment: The Promise of Smartphone Data, the Society for Personality and Social Psychology (SPSP), Long Beach, CA February, 2015.
Gabriella M. Harari, Samuel D. Gosling, Rui Wang, Andrew T. Campbell, Capturing Situational Information with Smartphones and Mobile Sensing Methods, European Journal of Personality, 2015.
Tianxing Li, Chuankai An, Zhao Tian, Andrew T. Campbell, and Xia Zhou, Human Sensing Using Visible Light Communication, 21st Annual International Conference on Mobile Computing and Networking (MobiCom), September 2015.
Tianxing Li, Chuankai An, Xinran Xiao, Andrew T. Campbell, and Xia Zhou. Demo: Real-Time Screen-Camera Communication Behind Any Scene. ACM International Conference on Mobile Systems, Applications, and Services (MobiSys), May 2015. Best Demo Award.
Rui Wang, Peilin Hao, Gabriella Harari, Xia Zhou, and Andrew T. Campbell, SmartGPA: How Smartphones Can Assess and Predict Academic Performance of College Students, ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2015), September 2015.
Tianxing Li, Chuankai An, Ranveer Chandra, Andrew T. Campbell, and Xia Zhou. Low-Power Pervasive Wi-Fi Connectivity Using WiScan, ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2015), September 2015.
Randy Colvin, Stefanie Tignor, Rui Wang, Andrew T. Campbell, Inching Closer to Objective Personality Assessment: The Promise of Smartphone Data, the Society for Personality and Social Psychology (SPSP), Long Beach, CA February, 2015.
Gabriella M. Harari, Samuel D. Gosling, Rui Wang, Andrew T. Campbell, Capturing Situational Information with Smartphones and Mobile Sensing Methods, European Journal of Personality, 2015.
2014
Xia Zhou and Andrew T. Campbell. Visible Light Networking and Sensing. ACM Workshop on Hot Topics in Wireless (HotWireless), 2014.
Harari, G. M., Ferrell, J. D., Gosling, S. D., Pennebaker, J. W., Yarkoni, T., Wang, R., Chen, F., Chen, Z., Campbell, A. T. (2014, May). Smartphone Sensing of Everyday Behavioral Patterns. Poster presented at the annual meeting of the Association for Psychological Science, San Francisco, CA.
Harari, G. M., Campbell, A., Wang, R., Chen, F., Chen, Z., Norris, C., Colvin, R., Gosling, S. D. (2014, February). The StudentLife Study: Smartphone Sensing a Term in the Life of a Dartmouth Class. Poster presented at the annual meeting of the Society for Personality and Social Psychology, Austin, TX.
Lane, Nicholas D., Mu Lin, Mashfiqui Mohammod, Xiaochao Yang, Hong Lu, Giuseppe Cardone, Shahid Ali et al. BeWell: Sensing Sleep, Physical Activities and Social Interactions to Promote Wellbeing. Mobile Networks and Applications (2014): 1-15.
Fanglin Chen, Rui Wang, Xia Zhou and Andrew Campbell, My smartphone knows I am hungry, ACM Workshop on Physical Analytics, June, 2014.
Tianxing Li, Chuankai An, Andrew T. Campbell, and Xia Zhou. HiLight: Hiding Bits in Pixel Translucency Changes. ACM Workshop on Visible Light Communication Systems (VLCS), 2014. Best Paper Award.
Denise Anthony and Andrew Campbell and Thomas Candon and Andrew Gettinger and Carl A. Gunter and M. Eric Johnson and David Kotz and Lisa Marsch and Andrés Molina-Markham and Karen Page and Sean Smith. Securing Information Technology in Healthcare. IEEE Security & Privacy, 11(6):25-33
Harari, G. M., Ferrell, J. D., Gosling, S. D., Pennebaker, J. W., Yarkoni, T., Wang, R., Chen, F., Chen, Z., Campbell, A. T. (2014, May). Smartphone Sensing of Everyday Behavioral Patterns. Poster presented at the annual meeting of the Association for Psychological Science, San Francisco, CA.
Harari, G. M., Campbell, A., Wang, R., Chen, F., Chen, Z., Norris, C., Colvin, R., Gosling, S. D. (2014, February). The StudentLife Study: Smartphone Sensing a Term in the Life of a Dartmouth Class. Poster presented at the annual meeting of the Society for Personality and Social Psychology, Austin, TX.
Lane, Nicholas D., Mu Lin, Mashfiqui Mohammod, Xiaochao Yang, Hong Lu, Giuseppe Cardone, Shahid Ali et al. BeWell: Sensing Sleep, Physical Activities and Social Interactions to Promote Wellbeing. Mobile Networks and Applications (2014): 1-15.
Rui Wang, Fanglin Chen, Zhenyu Chen, Tianxing Li, Gabriella Harari, Stefanie Tignor, Xia Zhou, Dror Ben-Zeev, and Andrew T. Campbell, StudentLife: Assessing Behavioral Trends, Mental Well-being and Academic Performance of College Students using Smartphones, ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2014), September 2014. Best Paper Nomination Award
Fanglin Chen, Rui Wang, Xia Zhou and Andrew Campbell, My smartphone knows I am hungry, ACM Workshop on Physical Analytics, June, 2014.
Tianxing Li, Chuankai An, Andrew T. Campbell, and Xia Zhou. HiLight: Hiding Bits in Pixel Translucency Changes. ACM Workshop on Visible Light Communication Systems (VLCS), 2014. Best Paper Award.
Denise Anthony and Andrew Campbell and Thomas Candon and Andrew Gettinger and Carl A. Gunter and M. Eric Johnson and David Kotz and Lisa Marsch and Andrés Molina-Markham and Karen Page and Sean Smith. Securing Information Technology in Healthcare. IEEE Security & Privacy, 11(6):25-33
2013
Ye Xe, Mu Lin, Hong Lu, Giuseppe Cardone, Nicholas D. Lane, Zhenyu Chen, Andrew Campbell, Tanzeem Choudhury, Preference, Context and Communities: A Multi-faceted Approach to Predicting Smartphone App Usage Patterns, 17th International Symposium on Wearable Computers (ISWC'13), September 2013.
Robin Kravets, Hilfi Alkaff, Andrew Campbell, Karrie Karahalios, and Klara Nahrstedt, CrowdWatch: Enabling In-Network Crowdsourcing, the SIGCOMM Mobile Cloud Computing (MCC) Workshop, August 2013.
Zhenyu Chen, Yiqiang Chen, Shuangquan Wang, Junfa Liu, Xingyu Gao, Andrew T. Campbell, Inferring Social Contextual Behavior from Bluetooth Traces, ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp 2013.
Zurich Zhenyu Chen, Mu Lin, Fanglin Chen, Nicholas D. Lane, Giuseppe Cardone, Rui Wang, Tianxing Li, Yiqiang Chen, Tanzeem Choudhury, Andrew T. Campbell, Unobtrusive Sleep Monitoring using Smartphones, 7th International ICST Conference on Pervasive Computing Technologies for Healthcare (Pervasive Health ’13), May 2013
Bing You, Nicholas D. Lane, Fanglin Chen, Rui Wang, Zhenyu Chen, Thomas J. Bao, Yuting Cheng, Mu Lin, Lorenzo Torresani, Andrew T. Campbell, CarSafe App, (video presentation) 11th ACM Conference on Mobile Systems, Applications, and Services (ACM MobiSys ‘13), June 2013
Stephen Voida, Tanzeem Choudhury, Geri Gay, Mark Matthews, Phil Adams, Mashfiqui Rabbi, JP Pollak, Mengxi Chi, Matthew Green, Andrew Campbell, Nic Lane, and Hong Lu. Personal Informatics Can Be Stressful: Collecting, Reflecting, and Embedding Stress Data in Personal Informatics. Proceeding of Personal Informatics Workshop, CHI 2013
Nicholas D. Lane, Ye Xu, Hong Lu, Shaohan Hu, Tanzeem Choudhury, Andrew T. Campbell, Feng Zhao Community Similarity Networks (CSN), ACM/Springer Journal of Personal and Ubiquitous Computing (PUC), Special Issue of Cross-Community Mining, May 2013.
Robin Kravets, Hilfi Alkaff, Andrew Campbell, Karrie Karahalios, and Klara Nahrstedt, CrowdWatch: Enabling In-Network Crowdsourcing, the SIGCOMM Mobile Cloud Computing (MCC) Workshop, August 2013.
Zhenyu Chen, Yiqiang Chen, Shuangquan Wang, Junfa Liu, Xingyu Gao, Andrew T. Campbell, Inferring Social Contextual Behavior from Bluetooth Traces, ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp 2013.
Zurich Zhenyu Chen, Mu Lin, Fanglin Chen, Nicholas D. Lane, Giuseppe Cardone, Rui Wang, Tianxing Li, Yiqiang Chen, Tanzeem Choudhury, Andrew T. Campbell, Unobtrusive Sleep Monitoring using Smartphones, 7th International ICST Conference on Pervasive Computing Technologies for Healthcare (Pervasive Health ’13), May 2013
Bing You, Nicholas D. Lane, Fanglin Chen, Rui Wang, Zhenyu Chen, Thomas J. Bao, Yuting Cheng, Mu Lin, Lorenzo Torresani, Andrew T. Campbell, CarSafe App: Alerting Drowsy and Distracted Drivers using Dual Cameras on Smartphones, 11th ACM Conference on Mobile Systems, Applications, and Services (ACM MobiSys ‘13), June 2013.
Bing You, Nicholas D. Lane, Fanglin Chen, Rui Wang, Zhenyu Chen, Thomas J. Bao, Yuting Cheng, Mu Lin, Lorenzo Torresani, Andrew T. Campbell, CarSafe App, (video presentation) 11th ACM Conference on Mobile Systems, Applications, and Services (ACM MobiSys ‘13), June 2013
Stephen Voida, Tanzeem Choudhury, Geri Gay, Mark Matthews, Phil Adams, Mashfiqui Rabbi, JP Pollak, Mengxi Chi, Matthew Green, Andrew Campbell, Nic Lane, and Hong Lu. Personal Informatics Can Be Stressful: Collecting, Reflecting, and Embedding Stress Data in Personal Informatics. Proceeding of Personal Informatics Workshop, CHI 2013
Nicholas D. Lane, Ye Xu, Hong Lu, Shaohan Hu, Tanzeem Choudhury, Andrew T. Campbell, Feng Zhao Community Similarity Networks (CSN), ACM/Springer Journal of Personal and Ubiquitous Computing (PUC), Special Issue of Cross-Community Mining, May 2013.
2012
Chuang-Wen You, Wen-Huang Cheng, Arvin Wen Tsui, Tsung-Hung Tsai, Andrew Campbell, MobileQueue: An Image-based Queue Card Retrieving System through Augmented Reality Phones, poster, ACM UbiComp, 2012.
Chuang-Wen You, Martha Montes-de-Oca, Thomas J. Bao, Nicholas D. Lane, Giuseppe Cardone, Lorenzo Torresani, and Andrew T. Campbell, CarSafe: A Driver Safety App that Detects Dangerous Driving Behavior using Dual-Cameras on Smartphones, video presentation, poster and demo, ACM UbiComp, 2012
Mu Lin, Nicholas D. Lane, Mashfiqui Mohammod, Xiaochao Yang Hong Lu, Giuseppe Cardone, Shahid Ali, Afsaneh Doryab, Ethan Berke‡, Andrew T. Campbell, Tanzeem Choudhury, BeWell+: Multi-dimensional Wellbeing Monitoring with Community-guided User Feedback and Energy Optimization, Wireless Health 2012.
Hong Lu, Mashfiqui Rabbi, Gokul T. Chittaranjan, Denise Frauendorfer, Marianne Schmid Mast, Andrew T. Campbell, Daniel Gatica-Perez, Tanzeem Choudhury, StressSense: Detecting Stress in Unconstrained Acoustic Environments using Smartphones, ACM UbiComp 2012
Andrew T. Campbell and Tanzeem Choudhury, From Smart to Cognitive Phones, IEEE Pervasive Computing, June 2012.
Tianyu Wang, Giuseppe Cardone, Antonio Corradi, Lorenzo Torresani, Andrew T. Campbell, WalkSafe: A Pedestrian Safety App for Mobile Phone Users Who Walk and Talk While Crossing Roads, ACM HotMobile 2012, San Diego, February 2012.
Chuang-Wen You, Martha Montes-de-Oca, Thomas J. Bao, Nicholas D. Lane, Giuseppe Cardone, Lorenzo Torresani, and Andrew T. Campbell, CarSafe: A Driver Safety App that Detects Dangerous Driving Behavior using Dual-Cameras on Smartphones, video presentation, poster and demo, ACM UbiComp, 2012
Xiaochao Yang, Chuang-Wen You, Hong Lu, Mu Lin, Nicholas D. Lane, and Andrew T. Campbell, The Visage Face Interpretation Engine for Mobile Phone Applications, Fourth International Conference on Mobile Computing, Applications and Service (MobiCase), October 2012. Best Paper Award
Mu Lin, Nicholas D. Lane, Mashfiqui Mohammod, Xiaochao Yang Hong Lu, Giuseppe Cardone, Shahid Ali, Afsaneh Doryab, Ethan Berke‡, Andrew T. Campbell, Tanzeem Choudhury, BeWell+: Multi-dimensional Wellbeing Monitoring with Community-guided User Feedback and Energy Optimization, Wireless Health 2012.
Hong Lu, Mashfiqui Rabbi, Gokul T. Chittaranjan, Denise Frauendorfer, Marianne Schmid Mast, Andrew T. Campbell, Daniel Gatica-Perez, Tanzeem Choudhury, StressSense: Detecting Stress in Unconstrained Acoustic Environments using Smartphones, ACM UbiComp 2012
Andrew T. Campbell and Tanzeem Choudhury, From Smart to Cognitive Phones, IEEE Pervasive Computing, June 2012.
Tianyu Wang, Giuseppe Cardone, Antonio Corradi, Lorenzo Torresani, Andrew T. Campbell, WalkSafe: A Pedestrian Safety App for Mobile Phone Users Who Walk and Talk While Crossing Roads, ACM HotMobile 2012, San Diego, February 2012.
2011
Ye Xu, Wei Ping and Andrew T. Campbell, Multi-Instance Metric Learning, 11th IEEE International Conference on Data Mining (ICDM). Vancouver, December 2011.
Nicholas Lane, Ye Xu, Hong Lu, Shane Eisenman, Tanzeem Choudhury, Andrew Campbell, Cooperative Communities (CoCo): Exploiting Social Networks for Large-scale Modeling of Human Behavior, IEEE Pervasive Computing, Special Issue on Large-Scale Opportunistic Sensing, Volume 10 Issue 4, October, 2011.
Emiliano Miluzzo, Michela Papandrea, Nicholas D. Lane, Andy M. Sarroff, Silvia Giordano, Andrew T. Campbell, "Tapping into the Vibe of the City Using VibN", In Proc. of First International Symposium on Social and Community Intelligence (SCI'11), co-located with 13th International Conference on Ubiquitous Computing (Ubicomp 2011), Beijing, Sept. 2011.
Salvatore Scellato, Mirco Musolesi, Cecilia Mascolo, Vito Latora and Andrew T. Campbell, NextPlace: A Spatio-temporal Prediction Framework for Pervasive Systems, Proceedings of the 9th International Conference on Pervasive Computing (Pervasive'11). San Francisco, California, USA. June 2011.
Nicholas D. Lane, Tanzeem Choudhury, Andrew Campbell, Mashfiqui Mohammod, Mu Lin, Xiaochao Yang, Afsaneh Doryab, Hong Lu, Shahid Ali and Ethan Berke, BeWell: A Smartphone Application to Monitor, Model and Promote Wellbeing, (Pervasive Health 2011), 5th International ICST Conference on Pervasive Computing Technologies for Healthcare, Dublin, 23-26 May 2011.
Shane Eisenman, Chieh-Yih Wan, Andrew T. Campbell, Energy-Efficient Congestion Detection and Avoidance in Sensor Networks, ACM Transactions on Sensor Networks (TOSN), Vol. 7, No. 4, Article 32, February, 2011.
Nicholas Lane, Ye Xu, Hong Lu, Shane Eisenman, Tanzeem Choudhury, Andrew Campbell, Cooperative Communities (CoCo): Exploiting Social Networks for Large-scale Modeling of Human Behavior, IEEE Pervasive Computing, Special Issue on Large-Scale Opportunistic Sensing, Volume 10 Issue 4, October, 2011.
Emiliano Miluzzo, Michela Papandrea, Nicholas D. Lane, Andy M. Sarroff, Silvia Giordano, Andrew T. Campbell, "Tapping into the Vibe of the City Using VibN", In Proc. of First International Symposium on Social and Community Intelligence (SCI'11), co-located with 13th International Conference on Ubiquitous Computing (Ubicomp 2011), Beijing, Sept. 2011.
Nicholas D. Lane, Ye Xu , Hong Lu , Shaohan Hu, Tanzeem Choudhury and Andrew T. Campbell, Enabling Large-scale Human Activity Inference on Smartphones using Community Similarity Networks (CSN), 13th International Conference on Ubiquitous Computing (Ubicomp 2011), (Beijing, China), Sept. 2011. Best Paper Nomination Award
Salvatore Scellato, Mirco Musolesi, Cecilia Mascolo, Vito Latora and Andrew T. Campbell, NextPlace: A Spatio-temporal Prediction Framework for Pervasive Systems, Proceedings of the 9th International Conference on Pervasive Computing (Pervasive'11). San Francisco, California, USA. June 2011.
Nicholas D. Lane, Tanzeem Choudhury, Andrew Campbell, Mashfiqui Mohammod, Mu Lin, Xiaochao Yang, Afsaneh Doryab, Hong Lu, Shahid Ali and Ethan Berke, BeWell: A Smartphone Application to Monitor, Model and Promote Wellbeing, (Pervasive Health 2011), 5th International ICST Conference on Pervasive Computing Technologies for Healthcare, Dublin, 23-26 May 2011.
Shane Eisenman, Chieh-Yih Wan, Andrew T. Campbell, Energy-Efficient Congestion Detection and Avoidance in Sensor Networks, ACM Transactions on Sensor Networks (TOSN), Vol. 7, No. 4, Article 32, February, 2011.
2010
Hong Lu, Jun Yang, Zhigang Liu, Nicholas D. Lane , Tanzeem Choudhury, Andrew T. Campbell, The Jigsaw Continuous Sensing Engine for Mobile Phone Applications, ACM Conference on Embedded Networked Sensor Systems (SenSys 2010), Zurich, November 3-5, 2010
Emiliano Miluzzo, Michela Papandrea, Nicholas D Lane, Hong Lu, Andrew Campbell, Pocket, Bag, Hand, etc. - Automatically Detecting Phone Context through Discovery , ACM International Workshop on Sensing for App Phones (PhoneSense) collocated with ACM SenSys, Zurich, Switzerland - November 2, 2010.
Emiliano Miluzzo, Nicholas Lane, Hong Lu, Andrew T. Campbell, Research in the App Store Era: Experiences from the CenceMe App Deployment on the iPhone, First International Workshop Research in the Large: Using App Stores, Markets, and other wide distribution channels in UbiComp research, Copenhagen, Denmark, September 26, 2010
Nicholas D. Lane, Dimitrios Lymberopoulos, Feng Zhao, Andrew T. Campbell, Hapori: Context-based Local Search for Mobile Phones using Community Behavioral Modeling and Similarity, 12th International Conference on Ubiquitous Computing (Ubicomp 2010), Copenhagen, Sept. 2010
Emiliano Miluzzo, Tianyu Wang, Andrew T. Campbell, EyePhone: Activating Mobile Phones With Your Eyes, Second ACM SIGCOMM Workshop on Networking, Systems, and Applications on Mobile Handhelds (MobiHeld'10), New Delhi, August 30, 2010
Daniel Peebles, Tanzeem Choudhury, Hong Lu, Nicholas Lane, Andrew Campbell, Community-Guided Learning: Exploiting Mobile Sensor Users to Model Human Behavior, 24th AAAI Conference on Artificial Intelligence (AAAI '10), Atlanta, Georgia, USA, July 11–15, 2010
Shane B. Eisenman and Andrew Campbell, Halo: Managing Node Rendezvous in Opportunistic Sensor Networks, 6th IEEE International Conference on Distributed Computing in Sensor Systems (DCOSS '10), Santa Barbara, California, USA, June 21-23, 2010
Gahng-Seop Ahn, Mirco Musolesi, Hong Lu, Reza Olfati-Saber and Andrew Campbell, MetroTrack: Predictive Tracking of Mobile Events using Mobile Phones, 6th IEEE International Conference on Distributed Computing in Sensor Systems (DCOSS '10), Santa Barbara, California, USA, June 21-23, 2010
Emiliano Miluzzo, Cory T. Cornelius, Ashwin Ramaswamy, Tanzeem Choudhury, Zhigang Liu, Andrew T. Campbell, Darwin Phones: The Evolution of Sensing and Inference on Mobile Phones, Proc. of Eighth International ACM Conference on Mobile Systems, Applications, and Services (MobiSys '10), San Francisco, CA, USA, June 15-18, 2010
Mirco Musolesi, Mattia Piraccini, Kristóf Fodor, Antonio Corradi, Andrew T. Campbell, Supporting Energy-Efficient Uploading Strategies for Continuous Sensing Applications on Mobile Phones, Proc. of Eighth International Conference on Pervasive Computing (Pervasive '10), Helsinki, May 2010
Hong Lu, Nicholas D. Lane, Shane B. Eisenman, Andrew T. Campbell, Bubble-Sensing: Binding Sensing Tasks to the Physical World, Journal of Pervasive and Mobile Computing, 6 (1), pg. 58-71February 2010,
Javier Gomez, Luis A. Mendez, Victor Rangel and Andrew T. Campbell, PCQoS: Power Controlled QoS Tuning for Wireless Ad Hoc Networks, Telecommunication Systems Journal, pg. 1-19-19, August 2010
Emiliano Miluzzo, Michela Papandrea, Nicholas D Lane, Hong Lu, Andrew Campbell, Pocket, Bag, Hand, etc. - Automatically Detecting Phone Context through Discovery , ACM International Workshop on Sensing for App Phones (PhoneSense) collocated with ACM SenSys, Zurich, Switzerland - November 2, 2010.
Emiliano Miluzzo, Nicholas Lane, Hong Lu, Andrew T. Campbell, Research in the App Store Era: Experiences from the CenceMe App Deployment on the iPhone, First International Workshop Research in the Large: Using App Stores, Markets, and other wide distribution channels in UbiComp research, Copenhagen, Denmark, September 26, 2010
Nicholas D. Lane, Dimitrios Lymberopoulos, Feng Zhao, Andrew T. Campbell, Hapori: Context-based Local Search for Mobile Phones using Community Behavioral Modeling and Similarity, 12th International Conference on Ubiquitous Computing (Ubicomp 2010), Copenhagen, Sept. 2010
Nicholas D. Lane, Emiliano Miluzzo, Hong Lu, Daniel Peebles, Tanzeem Choudhury, Andrew T. Campbell, A Survey of Mobile Phone Sensing, IEEE Communications Magazine, September, 2010.
Emiliano Miluzzo, Tianyu Wang, Andrew T. Campbell, EyePhone: Activating Mobile Phones With Your Eyes, Second ACM SIGCOMM Workshop on Networking, Systems, and Applications on Mobile Handhelds (MobiHeld'10), New Delhi, August 30, 2010
Daniel Peebles, Tanzeem Choudhury, Hong Lu, Nicholas Lane, Andrew Campbell, Community-Guided Learning: Exploiting Mobile Sensor Users to Model Human Behavior, 24th AAAI Conference on Artificial Intelligence (AAAI '10), Atlanta, Georgia, USA, July 11–15, 2010
Shane B. Eisenman and Andrew Campbell, Halo: Managing Node Rendezvous in Opportunistic Sensor Networks, 6th IEEE International Conference on Distributed Computing in Sensor Systems (DCOSS '10), Santa Barbara, California, USA, June 21-23, 2010
Gahng-Seop Ahn, Mirco Musolesi, Hong Lu, Reza Olfati-Saber and Andrew Campbell, MetroTrack: Predictive Tracking of Mobile Events using Mobile Phones, 6th IEEE International Conference on Distributed Computing in Sensor Systems (DCOSS '10), Santa Barbara, California, USA, June 21-23, 2010
Emiliano Miluzzo, Cory T. Cornelius, Ashwin Ramaswamy, Tanzeem Choudhury, Zhigang Liu, Andrew T. Campbell, Darwin Phones: The Evolution of Sensing and Inference on Mobile Phones, Proc. of Eighth International ACM Conference on Mobile Systems, Applications, and Services (MobiSys '10), San Francisco, CA, USA, June 15-18, 2010
Mirco Musolesi, Mattia Piraccini, Kristóf Fodor, Antonio Corradi, Andrew T. Campbell, Supporting Energy-Efficient Uploading Strategies for Continuous Sensing Applications on Mobile Phones, Proc. of Eighth International Conference on Pervasive Computing (Pervasive '10), Helsinki, May 2010
Andrew T. Campbell, Tanzeem Choudhury, Shaohan Hu, Hong Lu, Matthew K. Mukerjee, Mashfiqui Rabbi, and Rajeev D. S. Raizada, NeuroPhone: Brain-Mobile Phone Interface using a Wireless EEG Headset, Second ACM SIGCOMM Workshop on Networking, Systems, and Applications on Mobile Handhelds (MobiHeld'10), New Delhi, August 30, 2010
Hong Lu, Nicholas D. Lane, Shane B. Eisenman, Andrew T. Campbell, Bubble-Sensing: Binding Sensing Tasks to the Physical World, Journal of Pervasive and Mobile Computing, 6 (1), pg. 58-71February 2010,
Javier Gomez, Luis A. Mendez, Victor Rangel and Andrew T. Campbell, PCQoS: Power Controlled QoS Tuning for Wireless Ad Hoc Networks, Telecommunication Systems Journal, pg. 1-19-19, August 2010
2009
Shane Eisenman, Emiliano Miluzzo, Nicholas Lane, Ronald Peterson, Gahng Seop Ahn, and Andrew T. Campbell, "BikeNet: A Mobile Sensing System for Cyclist Experience Mapping", ACM Transactions on Sensor Networks (TOSN), Vol. 6, n. 1, December 2009.
Andrew T. Campbell and Tanzeem Choudhury, "Toward Societal Scale Sensing using Mobile Phones", White paper presented at the NSF Workshop on Future Directions in Networked Sensing Systems, Arlington, USA, November, 12-13, 2009.
Laura Galluccio, Sergio Palazzo, Andrew T. Campbell, "Modeling and Designing Efficient Data Aggregation in Wireless Sensor Networks under Entropy and Energy Bounds", International Journal of Wireless Information Networks, Vol. 16, n. 3, September 2009.
Andrew T. Campbell and Tanzeem Choudhury, "Toward Societal Scale Sensing using Mobile Phones", White paper presented at the NSF Workshop on Future Directions in Networked Sensing Systems, Arlington, USA, November, 12-13, 2009.
Hong Lu, Wei Pan, Nicholas D. Lane, Tanzeem Choudhury, Andrew T. Campbell, SoundSense: Scalable Sound Sensing for People-Centric Sensing Applications on Mobile Phones, Proc. of 7th ACM Conference on Mobile Systems, Applications, and Services (MobiSys '09), Krakov, Poland, June 22-25, 2009
Laura Galluccio, Sergio Palazzo, Andrew T. Campbell, "Modeling and Designing Efficient Data Aggregation in Wireless Sensor Networks under Entropy and Energy Bounds", International Journal of Wireless Information Networks, Vol. 16, n. 3, September 2009.
2008
Emiliano Miluzzo, James M. H. Oakley, Hong Lu, Nicholas D. Lane, Ronald A. Peterson, Andrew T. Campbell, "Evaluating the iPhone as a Mobile Platform for People-Centric Sensing Applications", Proc. of Intl Workshop on Urban, Community, and Social Applications of Networked Sensing Systems (UrbanSense08), Raleigh, NC, USA, Nov. 4, 2008.
Andrew T. Campbell, Shane B. Eisenman, Kristóf Fodor, Nicholas D. Lane, Hong Lu, Emiliano Miluzzo, Mirco Musolesi, Ronald A. Peterson and Xiao Zheng, "Transforming the Social Networking Experience with Sensing Presence from Mobile Phones (Demo Abstract)," Proc. of the 6th ACM International Conference on Embedded Networked Sensor Systems (SENSYS '08), Raleigh, Nov 5-7, 2008
Laura Galluccio, Sergio Palazzo and Andrew T. Campbell, (Invited paper), "Efficient Data Aggregation in Wireless Sensor Networks: An Entropy-driven Analysis", Proc. of IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Cannes, 15-18 September 2008.
Emiliano Miluzzo, Nicholas D. Lane, Andrew T. Campbell, Reza Olfati-Saber, "CaliBree: a Self-Calibration System for Mobile Sensor Networks", Proc. of International Conference on Distributed Computing in Sensor Networks (DCOSS 2008), Santorini Island, Greece, June 11-14, 2008.
Shane B. Eisenman, Nicholas D. Lane, and Andrew T. Campbell, "Techniques for Improving Opportunistic Sensor Networking Performance", Proc. of International Conference on Distributed Computing in Sensor Networks (DCOSS 2008), Santorini Island, Greece, June 11-14, 2008.
Emiliano Miluzzo, Nicholas D. Lane, Kristóf Fodor, Ronald A. Peterson, Hong Lu, Mirco Musolesi, Shane. B. Eisenman, Xiao Zheng, Andrew T. Campbell, Sensing Meets Mobile Social Networks: The Design, Implementation and Evaluation of the CenceMe Application. Proc. of 6th ACM Conference on Embedded Networked Sensor Systems (SenSys '08), Raleigh, NC, USA, Nov. 5-7, 2008. ACM SenSys 2018 Test of Time Award.
Javier Gomez, Luis A. Mendez, Victor Rangel and Andrew T. Campbell, "PCQoS: Power Controlled QoS in Wireless Ad Hoc Networks", International Wireless Communications and Mobile Computing Conference, August 6-8, Crete Island, Greece, 2008.
Mirco Musolesi, Emiliano Miluzzo, Nicholas D. Lane, Shane B. Eisenman, Tanzeem Choudhury, Andrew T. Campbell, "The Second Life of a Sensor: Integrating Real-world Experience in Virtual Worlds using Mobile Phones", Proc. of the Fifth Workshop on Embedded Networked Sensors (HotEmNets 2008), June 2008. Charlottesville, Virginia, USA , 2008.
Andrew T. Campbell, Shane B. Eisenman, Kristóf Fodor, Nicholas D. Lane, Hong Lu, Emiliano Miluzzo, Mirco Musolesi, Ronald A. Peterson, and Xiao Zheng, "CenceMe: Injecting Sensing Presence into Social Network Applications using Mobile Phones (Demo Abstract)", Proc. of Ninth ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc '08), Hong Kong, May 27-30, 2008.
Yong Sheng and Guanling Chen and Keren Tan and Udayan Deshpande and Bennet Vance and Hongda Yin and Chris McDonald and Tristan Henderson and David Kotz and Andrew Campbell and Joshua Wright, "MAP: A scalable monitoring system for dependable 802.11 wireless networks", IEEE Wireless Communications, 2008.
Nicholas D. Lane, Hong Lu, Shane B. Eisenman, Andrew T. Campbell, "Cooperative Techniques Supporting Sensor-based People-centric Inferencing," Proc. of Sixth Conf. on Pervasive Computing, Sidney, Australia, May 19-22, 2008.
Rita Wouhaybi, Puneet Sharma, Sujata Banerjee, Andrew Campbell, "Minerva: Learning to Infer Network Path Properties", Proc. of IEEE INFOCOM 2008, April 15-17, 2008 .
Yong Sheng, Keren Tan, Guanling Chen, David Kotz, Andrew Campbell, "Detecting 802.11 MAC Spoofing Using Received Signal Strength", IEEE INFOCOM 2008, April 15-17, 2008.
Hong Lu, Nicholas D. Lane, Shane B. Eisenman, Andrew T. Campbell, "Bubble-Sensing: A New Paradigm for Binding a Sensing Task to the Physical World using Mobile Phones", Proc. of International Workshop on Mobile Devices and Urban Sensing, St. Louis, April 21, 2008.
Nicholas D. Lane, Shane B. Eisenman, Mirco Musolesi, Emiliano Miluzzo, Andrew T. Campbell, "Urban Sensing Systems: Opportunistic or Participatory?", Proc. of Ninth Workshop on Mobile Computing Systems and Applications (HotMobile 2008), Silverado Resort, Napa Valley, CA, USA, Feb. 25-26, 2008.
Andrew Campbell, Shane Eisenman, Nicholas Lane, Emiliano Miluzzo, Ronald Peterson, Hong Lu, Hong, Xiao Zheng, Mirco Musolesi, Kristof Fodor, Gahng-Seop Ahn, The Rise of People-Centric Sensing, IEEE Internet Computing Special Issue on Mesh Networks, July/August 2008.
Rita Wouhaybi and Andrew T. Campbell, "Building Resilient Low-Diameter Peer-to-Peer Topologies", Volume 52, Number 5, April 2008.
Andrew T. Campbell, Shane B. Eisenman, Kristof Fodor, Nicholas D. Lane, Hong Lu, Emiliano Miluzzo, Mirco Musolesi, Ronald A. Peterson, Xiao Zheng, "CenceMe: Injecting Sensing Presence into Social Network Applications using Mobile Phones (Demo Abstract)", Proc. of Ninth Workshop on Mobile Computing Systems and Applications (HotMobile 2008), Silverado Resort, Napa Valley, CA, USA, Feb 25-26, 2008.
Emiliano Miluzzo, Xiao Zheng, Kristóf Fodor, Andrew T. Campbell, "Radio Characterization of 802.15.4 and its Impact on the Design of Mobile Sensor Networks", Proc. of Fifth European Conference on Wireless Sensor Networks (EWSN 2008), Bologna, Italy, Jan. 30/31 - Feb 1, 2008.
2007
Emiliano Miluzzo, Nicholas D. Lane, Shane B. Eisenman, Andrew T. Campbell, "CenceMe - Injecting Sensing Presence into Social Networking Applications", (Invited paper). Proc. of Second European Conference on Smart Sensing and Context (EuroSSC 2007), Lake District, UK, October 23-25, 2007.
Nicholas D. Lane, Shane B. Eisenman, Emiliano Miluzzo, Mirco Musolesi, Andrew T. Campbell, "Urban Sensing: Opportunistic or Participatory?", ACM SenSys Workshop on Everyday Mobile Phones in Support of Participatory Research, Sydney, Australia, November 6, 2007.
Shane B. Eisenman and Andrew T. Campbell, "E-CSMA: Supporting Enhanced CSMA Performance in Experimental Sensor Networks using Per-neighbor Transmission Probability Thresholds", IEEE INFOCOM 2007, Anchorage, May 6-12, 2007.
Nicholas D. Lane, Hong Lu and Andrew T. Campbell, "Ambient Beacon Localization: Using Sensed Characteristics of the Physical World to Localize Mobile Sensors", Proc. of Fourth Workshop on Embedded Networked Sensors (EmNets 2007), Cork, Ireland, 25-26 June, 2007.
Chieh-Yih Wan, Shane B. Eisenman, Andrew T. Campbell and Jon Crowcroft, "Overload Traffic Management for Sensor Networks", ACM Transactions on Sensor Networks, Vol. 3, Iss. 4, November 2007. Javier Gomez and Andrew T. Campbell, "A Case for Variable-Range Transmission Power Control in Wireless Multihop Networks" IEEE Transactions on Mobile Computing (TMC), (Vol. 6, No. 1) , January 2007.
Nicholas D. Lane, Shane B. Eisenman, Emiliano Miluzzo, Mirco Musolesi, Andrew T. Campbell, "Urban Sensing: Opportunistic or Participatory?", ACM SenSys Workshop on Everyday Mobile Phones in Support of Participatory Research, Sydney, Australia, November 6, 2007.
Shane B. Eisenman, Emiliano Miluzzo, Nicholas D. Lane, Ronald A. Peterson, Gahng-Seop Ahn, Andrew T. Campbell, The BikeNet Mobile Sensing System for Cyclist Experience Mapping, Proc. of Fifth ACM Conference on Embedded Networked Sensor Systems (SenSys 2007), Sydney, Australia, Nov. 6-9, 2007.
Shane B. Eisenman and Andrew T. Campbell, "E-CSMA: Supporting Enhanced CSMA Performance in Experimental Sensor Networks using Per-neighbor Transmission Probability Thresholds", IEEE INFOCOM 2007, Anchorage, May 6-12, 2007.
Nicholas D. Lane, Hong Lu and Andrew T. Campbell, "Ambient Beacon Localization: Using Sensed Characteristics of the Physical World to Localize Mobile Sensors", Proc. of Fourth Workshop on Embedded Networked Sensors (EmNets 2007), Cork, Ireland, 25-26 June, 2007.
Chieh-Yih Wan, Shane B. Eisenman, Andrew T. Campbell and Jon Crowcroft, "Overload Traffic Management for Sensor Networks", ACM Transactions on Sensor Networks, Vol. 3, Iss. 4, November 2007. Javier Gomez and Andrew T. Campbell, "A Case for Variable-Range Transmission Power Control in Wireless Multihop Networks" IEEE Transactions on Mobile Computing (TMC), (Vol. 6, No. 1) , January 2007.
2006
Shane B. Eisenman, Nicholas D. Lane, Emiliano Miluzzo, Ronald A. Peterson, Gahng-Seop Ahn, and Andrew T. Campbell, MetroSense Project: People-Centric Sensing at Scale, ACM SenSys Workshop on World-Sensor-Web (WSW 2006), Boulder, October 31, 2006.
Shane B. Eisenman and Andrew T. Campbell, Structuring Contention-based Channel Access in Wireless Sensor Networks, Fifth Int'l Conf. on Information Processing in Sensor Networks (IPSN 2006), pp. 226-234, Nashville, Apr 19-21, 2006.
Shane B. Eisenman and Andrew T. Campbell,SkiScape Sensing (poster abstract), In Proc. of Fourth ACM Conference on Embedded Networked Sensor Systems (SenSys 2006), Boulder, November 1-3, 2006.
Seoung-Bum Lee, Kyung Joon Kwak and Andrew T. Campbell, Solicitation-Based Forwarding for Sensor Networks, Third Annual IEEE Conf. on Sensor, Mesh and Ad Hoc Communications and Networks (SECON 2006), Reston, Sep 25-28, 2006.
Nicholas Lane and Andrew T. Campbell, The Influence of Microprocessor Instructions on the Energy Consumption of Wireless Sensor Networks, Third Workshop on Embedded Networked Sensors (EmNets 2006), pp. 41-45, Cambridge, May 30-31, 2006.
Gahng-Seop Ahn, Emiliano Miluzzo, Andrew T. Campbell, A Funneling-MAC for High Performance Data Collection in Sensor Networks, (Demo Abstract), In Proc. of Fourth ACM Conference on Embedded Networked Sensor Systems (SenSys 2006), Boulder, Colorado, USA, Nov. 1-3, 2006.
Emiliano Miluzzo, Nicholas D. Lane, and Andrew T. Campbell, Virtual Sensing Range (poster abstract), In Proc. of Fourth ACM Conference on Embedded Networked Sensor Systems (SenSys 2006), Boulder, Colorado, USA, November 1-3, 2006.
Shane B. Eisenman and Andrew T. Campbell, Structuring Contention-based Channel Access in Wireless Sensor Networks, Fifth Int'l Conf. on Information Processing in Sensor Networks (IPSN 2006), pp. 226-234, Nashville, Apr 19-21, 2006.
Andrew T. Campbell, Shane B. Eisenman, Nicholas D. Lane, Emiliano Miluzzo and Ronald A. Peterson, People-Centric Urban Sensing, Second ACM/IEEE International Conference on Wireless Internet (WiCon 2006), Boston, August 2-5, 2006.
Shane B. Eisenman and Andrew T. Campbell,SkiScape Sensing (poster abstract), In Proc. of Fourth ACM Conference on Embedded Networked Sensor Systems (SenSys 2006), Boulder, November 1-3, 2006.
Seoung-Bum Lee, Kyung Joon Kwak and Andrew T. Campbell, Solicitation-Based Forwarding for Sensor Networks, Third Annual IEEE Conf. on Sensor, Mesh and Ad Hoc Communications and Networks (SECON 2006), Reston, Sep 25-28, 2006.
Nicholas Lane and Andrew T. Campbell, The Influence of Microprocessor Instructions on the Energy Consumption of Wireless Sensor Networks, Third Workshop on Embedded Networked Sensors (EmNets 2006), pp. 41-45, Cambridge, May 30-31, 2006.
Gahng-Seop Ahn, Emiliano Miluzzo, Andrew T. Campbell, A Funneling-MAC for High Performance Data Collection in Sensor Networks, (Demo Abstract), In Proc. of Fourth ACM Conference on Embedded Networked Sensor Systems (SenSys 2006), Boulder, Colorado, USA, Nov. 1-3, 2006.
Gahng-Seop Ahn, Emiliano Miluzzo, Andrew T. Campbell, Se Gi Hong and Francesca Cuomo, Funneling MAC: A Localized, Sink-Oriented MAC For Boosting Fidelity in Sensor Networks, Fourth ACM Conference on Embedded Networked Sensor Systems (SenSys 2006), Boulder, Nov 1-3, 2006.
Emiliano Miluzzo, Nicholas D. Lane, and Andrew T. Campbell, Virtual Sensing Range (poster abstract), In Proc. of Fourth ACM Conference on Embedded Networked Sensor Systems (SenSys 2006), Boulder, Colorado, USA, November 1-3, 2006.
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