Iterative Parameterized Consensus Approach for Clustering and Visualization of Crime Analysis

Author(s):  
K. Lavanya ◽  
V. Srividya ◽  
B. Sneha ◽  
Anmol Dudani
2021 ◽  
Vol 108 (Supplement_2) ◽  
Author(s):  
M Aker ◽  
A Askari ◽  
M Rabie ◽  
M Aly ◽  
S Adegbola ◽  
...  

Abstract Introduction Colorectal anastomotic leaks (AL) are an unfortunate occurrence and are associated with a high mortality. The aim of this multi-centre study is to explore the different management strategies used and compare outcomes in the management of AL. Method All patients who had an AL were included at seven hospitals across the East of England. Morbidity, mortality, and survival were compared across the different management strategies. Results A total of 247 consecutive patients were included of which 60.3% were male and the median age was 68 (IQR 57-77). Half of patients were initially managed conservatively, a further 10.5% had a radiological procedure. 39.7% required surgery as an initial treatment. Of those who initially did not have a surgical intervention (n = 149), 10.7% (n = 16/149) eventually required laparotomy. Ultimately, 42.7% (n = 106/248) required a laparotomy. The 30- and 90-day across the entire population mortality were 3.6% and 4.9% respectively. There were no significant differences in mortality or long-terms survival between the different initial treatment modalities. Conclusions Despite initial conservative, antibiotic and radiological intervention being successful in the majority of patients, two out of five patients will still require a laparotomy. A consensus approach is required to standardise management in these difficult scenarios.


2015 ◽  
Vol 31 (1) ◽  
pp. 15-39 ◽  
Author(s):  
Chantal Loirat ◽  
◽  
Fadi Fakhouri ◽  
Gema Ariceta ◽  
Nesrin Besbas ◽  
...  

2016 ◽  
Vol 27 (3) ◽  
pp. 422-450 ◽  
Author(s):  
MOHAMMAD A. TAYEBI ◽  
UWE GLÄSSER ◽  
MARTIN ESTER ◽  
PATRICIA L. BRANTINGHAM

Crime reduction and prevention strategies are vital for policymakers and law enforcement to face inevitable increases in urban crime rates as a side effect of the projected growth of urban population by the year 2030. Studies conclude that crime does not occur uniformly across urban landscapes but concentrates in certain areas. This phenomenon has drawn attention to spatial crime analysis, primarily focusing on crime hotspots, areas with disproportionally higher crime density. In this paper, we present CrimeTracer1, a personalized random walk-based approach to spatial crime analysis and crime location prediction outside of hotspots. We propose a probabilistic model of spatial behaviour of known offenders within their activity spaces. Crime Pattern Theory concludes that offenders, rather than venture into unknown territory, frequently select targets in or near places they are most familiar with as part of their activity space. Our experiments on a large real-world crime dataset show that CrimeTracer outperforms all other methods used for location recommendation we evaluate here.


Hydrobiologia ◽  
2014 ◽  
Vol 740 (1) ◽  
pp. 1-11 ◽  
Author(s):  
Katarzyna A. Palinska ◽  
Waldemar Surosz
Keyword(s):  

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