Novel Approach to Reduce Rate of False Fire Alarms Through Multivariate Characterization of Fire

Author(s):  
Pranjal Kumar ◽  
Subham Naskar ◽  
Arpit Raj
Keyword(s):  
Diagnostics ◽  
2021 ◽  
Vol 11 (1) ◽  
pp. 121
Author(s):  
Roberta Risoluti ◽  
Giuseppina Gullifa ◽  
Vittorio Fineschi ◽  
Paola Frati ◽  
Stefano Materazzi

Chronothanatology has always been a challenge in forensic sciences. Therefore, the importance of a multidisciplinary approach for the characterization of matrices (organs, tissues, or fluids) that respond linearly to the postmortem interval (PMI) is emerging increasingly. The vitreous humor is particularly suitable for studies aimed at assessing time-related modifications because it is topographically isolated and well-protected. In this work, a novel approach based on thermogravimetry and chemometrics was used to estimate the time since death in the vitreous humor and to collect a databank of samples derived from postmortem examinations after medico–legal evaluation. In this study, contaminated and uncontaminated specimens with tissue fragments were included in order to develop a classification model to predict time of death based on partial least squares discriminant analysis (PLS-DA) that was as robust as possible. Results demonstrate the possibility to correctly predict the PMI even in contaminated samples, with an accuracy not lower than 70%. In addition, the correlation coefficient of the measured versus predicted outcomes was found to be 0.9978, confirming the ability of the model to extend its feasibility even to such situations involving contaminated vitreous humor.


2021 ◽  
Vol 42 (2) ◽  
Author(s):  
Cristina Granado ◽  
Alfonso Muñoz-Martín ◽  
Antonio J. Olaiz ◽  
Oscar Fernández ◽  
María Druet

2011 ◽  
Vol 2 (9) ◽  
pp. e205-e205 ◽  
Author(s):  
X Ai ◽  
B Butts ◽  
K Vora ◽  
W Li ◽  
C Tache-Talmadge ◽  
...  
Keyword(s):  

2021 ◽  
Vol 169 ◽  
pp. 106924
Author(s):  
Anna Vanderbruggen ◽  
Eligiusz Gugala ◽  
Rosie Blannin ◽  
Kai Bachmann ◽  
Rodrigo Serna-Guerrero ◽  
...  

2021 ◽  
Vol 7 (4) ◽  
pp. 77-81
Author(s):  
  Ebadet Ali ◽  
Syed Asad Raza Shah Naqvi ◽  
Asif Ali ◽  
Hafiza Maria Mahmood ◽  
Maria Rafiq ◽  
...  

2004 ◽  
Vol 19 (6) ◽  
pp. 1762-1767
Author(s):  
Nicholas W. Botterill ◽  
David M. Grant ◽  
Jianxin Zhang ◽  
Clive J. Roberts

A novel approach in determining the transition temperatures of NiTi shape memory alloys was investigated and compared with conventional techniques. The technique is based on microthemal analysis using a scanning thermal microscope (SThM). In particular, this method has the potential to allow the transformation temperatures of thin films to be investigated in situ. Thin film shape memory alloys have potential applications, such as microactuators, where conventional analysis techniques are either not directly applicable to such samples or are difficult to perform.


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