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| 1 | Spatiotemporal event detection: a review显示文摘The advancements of sensing technologies,including remote sensing,in situ sensing,social sensing,and health sensing,have tremendously improved our capability to observe and record natural and social phenomena,such as natural disasters,presidential elections,and infectious diseases.The observations have provided an unprecedented opportunity to better understand and respond to the spatiotemporal dynamics of the environment,urban settings,health and disease propagation,business decisions,and crisis and crime.Spatiotemporal event detection serves as a gateway to enable a better understanding by detecting events that represent the abnormal status of relevant phenomena.This paper reviews the literature for different sensing capabilities,spatiotemporal event extraction methods,and categories of applications for the detected events.The novelty of this review is to revisit the definition and requirements of event detection and to layout the overall workflow(from sensing and event extraction methods to the operations and decision-supporting processes based on the extracted events)as an agenda for future event detection research.Guidance is presented on the current challenges to this research agenda,and future directions are discussed for conducting spatiotemporal event detection in the era of big data,advanced sensing,and artificial intelligence. | Manzhu Yu Myra Bambacus Guido Cervone Keith Clarke Daniel Duffy Qunying Huang Jing Li Wenwen Li Zhenlong Li Qian Liu Bernd Resch Jingchao Yang Chaowei Yang | 2020 | International Journal of Digital Earth2020，13，12： | 2 |
| 2 | Do Plasma melatonin concentrations decline with age?显示文摘 | Zeiter J M Daniele J E Duffy J F | 1999 | Am J Med1999，107，5： | 1 |
| 3 | Sin- gle-Incision Laparoscopic Cholecystectomy: A Surgeon's Initial Experience with 56 Consecutive Cases and a Review of the Literature显示文摘 | Kurt E Roberts Daniel Solomon Andrew J Duffy | 2013 | Journal of Gastrointestinal Surgery2013，11，3： | 1 |
| 4 | Female Sexual Function After Pure Transvaginal Appendectomy: A Cohort Study显示文摘 | Daniel Solomon MD Rachel Lentz MD Andrew J. Duffy MD Robert L. Bell MD MA Kurt E. Roberts MD | 2012 | Journal of Gastrointestinal Surgery2012，，1： | 1 |
| 5 | The competitive influence of specific interactions and extent of reaction on the miscibility of ternary reactive polymer blends:model for polyurethane adhesives显示文摘 | Daniel J Duffy Amy M Heintz Howard D Stidham | 2005 | International Journal of Adhesion and Adhesives2005，25，1： | 1 |
| 6 | Single-port cholecystectomy: small scar, short learning curve显示文摘 | Daniel Solomon Robert L. Bell Andrew J. Duffy Kurt E. Roberts | 2010 | Surgical Endoscopy2010，，12： | 1 |
| 7 | Pregnancy outcomes in women with polycystic ovary syndrome: a metaanalysis显示文摘 | Lucinda E. Kjerulff Luis Sanchez-Ramos Daniel Duffy | 2011 | American Journal of Obstetrics and Gynecology2011，，6： | 1 |
| 8 | Pregnancy outcomes in women with ovary syndrome:a meta analysis显示文摘 | Lucinda EK Luis SR Daniel Duffy | | 0，，01： | 1 |
| 9 | Single-port cholecystectomy: small scar, short learning curve显示文摘 | Daniel Solomon Robert L. Bell Andrew J. Duffy Kurt E. Roberts | 2010 | Surgical Endoscopy2010，，12： | 1 |
| 10 | Single-Incision Laparoscopic Cholecystectomy: A Surgeon’s Initial Experience with 56 Consecutive Cases and a Review of the Literature显示文摘 | Kurt E. Roberts Daniel Solomon Andrew J. Duffy Robert L. Bell | 2010 | Journal of Gastrointestinal Surgery2010，，3： | 1 |
| 11 | Pure Transvaginal Appendectomy Versus Traditional Laparoscopic Appendectomy for Acute Appendicitis: A Prospective Cohort Study显示文摘 | Kurt E. Roberts Daniel Solomon Tamar Mirensky Dan-Arin Silasi Andrew J. Duffy Tom Rutherford Walter E. Longo Robert L. Bell | 2012 | Annals of Surgery2012，，2： | 1 |
| 12 | Do Plasma melatonin concentrations decline with age显示文摘 | Zeiter JM Daniele JE Duffy JF | 1999 | Am J Med1999，107，5： | 1 |
| 13 | Cecal Ligation and Puncture-Induced Murine Sepsis Does Not Cause Lung Injury*显示文摘 | Kendra N. Iskander Florin L. Craciun David M. Stepien Elizabeth R. Duffy Jiyoun Kim Rituparna Moitra Louis J. Vaickus Marcin F. Osuchowski Daniel G. Remick | 2013 | Critical Care Medicine2013，，1： | 1 |
| 14 | Do plasma melatoninconcentrations decline with age显示文摘 | Zeitzer JM Daniels JE Duffy JF el al | 1999 | Am J Med1999，107，5： | 1 |
| 15 | Single-port cholecystectomy: small scar, short learning curve显示文摘 | Daniel Solomon Robert L. Bell Andrew J. Duffy Kurt E. Roberts | 2010 | Surgical Endoscopy2010，，12： | 1 |
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