New Swarm Intelligence Technique of Artificial Social Cockroaches for Suspicious Person Detection Using N-Gram Pixel With Visual Result Mining

2019 ◽  
pp. 545-570
Author(s):  
Hadj Ahmed Bouarara ◽  
Reda Mohamed Hamou ◽  
Abdelmalek Amine
Keyword(s):  
Detection System ◽  
Private Life ◽  
Graphical Form ◽  
Surveillance Video ◽  
Insect Behaviour ◽  
Public And Private ◽  
Person Detection ◽  
Surveillance Camera ◽  
N Gram ◽  
Representation Method

In the last decade, surveillance camera technology has become widely practiced in public and private places to ensure the safety of individuals. Merely, face to limits of violation the private life of people and the inability to identify malicious persons that hid their faces, finding a new policy of surveillance video has become compulsory. The authors' work deals on the development of a suspicious person detection system using a new insect behaviour algorithm called artificial social cockroaches ASC based on a new image representation method (n-gram pixel). It has as input a set of artificial cockroaches (human images) to classify them (hide) into shelters (classes) suspicious or normal depending on a set of aggregation rules (shelter darkness, congener's attraction and security quality). Their experiments were performed on a modified MuHAVi dataset and using the validation measures (recall, precision, f-measure, entropy and accuracy), in order to show the benefit derived from using such approach compared to the result of classical algorithms (KNN and C4.5). Finally, a visualisation step was achieved to see the results in graphical form with more realism for the purpose to help policeman, security associations and justice in their investigation.

New Swarm Intelligence Technique of Artificial Social Cockroaches for Suspicious Person Detection Using N-Gram Pixel With Visual Result Mining

2019 ◽  
pp. 830-856
Author(s):  
Hadj Ahmed Bouarara ◽  
Reda Mohamed Hamou ◽  
Abdelmalek Amine
Keyword(s):  
Detection System ◽  
Private Life ◽  
Graphical Form ◽  
Surveillance Video ◽  
Insect Behaviour ◽  
Public And Private ◽  
Person Detection ◽  
Surveillance Camera ◽  
N Gram ◽  
Representation Method

In the last decade, surveillance camera technology has become widely practiced in public and private places to ensure the safety of individuals. Merely, face to limits of violation the private life of people and the inability to identify malicious persons that hid their faces, finding a new policy of surveillance video has become compulsory. The authors' work deals on the development of a suspicious person detection system using a new insect behaviour algorithm called artificial social cockroaches ASC based on a new image representation method (n-gram pixel). It has as input a set of artificial cockroaches (human images) to classify them (hide) into shelters (classes) suspicious or normal depending on a set of aggregation rules (shelter darkness, congener's attraction and security quality). Their experiments were performed on a modified MuHAVi dataset and using the validation measures (recall, precision, f-measure, entropy and accuracy), in order to show the benefit derived from using such approach compared to the result of classical algorithms (KNN and C4.5). Finally, a visualisation step was achieved to see the results in graphical form with more realism for the purpose to help policeman, security associations and justice in their investigation.

New Swarm Intelligence Technique of Artificial Social Cockroaches for Suspicious Person Detection Using N-Gram Pixel with Visual Result Mining

2015 ◽  
Vol 6 (3) ◽  
pp. 65-91 ◽  
Author(s):  
Hadj Ahmed Bouarara ◽  
Reda Mohamed Hamou ◽  
Abdelmalek Amine
Keyword(s):  
Detection System ◽  
Private Life ◽  
Graphical Form ◽  
Surveillance Video ◽  
Insect Behaviour ◽  
Public And Private ◽  
Person Detection ◽  
Surveillance Camera ◽  
N Gram ◽  
Representation Method

In the last decade, surveillance camera technology has become widely practiced in public and private places to ensure the safety of individuals. Merely, face to limits of violation the private life of people and the inability to identify malicious persons that hid their faces, finding a new policy of surveillance video has become compulsory. The authors' work deals on the development of a suspicious person detection system using a new insect behaviour algorithm called artificial social cockroaches ASC based on a new image representation method (n-gram pixel). It has as input a set of artificial cockroaches (human images) to classify them (hide) into shelters (classes) suspicious or normal depending on a set of aggregation rules (shelter darkness, congener's attraction and security quality). Their experiments were performed on a modified MuHAVi dataset and using the validation measures (recall, precision, f-measure, entropy and accuracy), in order to show the benefit derived from using such approach compared to the result of classical algorithms (KNN and C4.5). Finally, a visualisation step was achieved to see the results in graphical form with more realism for the purpose to help policeman, security associations and justice in their investigation.

State-cathedral nature of the first-rate Kiev

2000 ◽  
pp. 60-67
Author(s):  
M. M. Nikitenko
Keyword(s):  
World History ◽  
Cultural Influences ◽  
Private Life ◽  
Local Version ◽  
Russian Society ◽  
Public And Private ◽  
Main Center

The inclusion of Eastern Slavs in the sphere of religious and cultural influences of Byzantium was a tremendous event both in national and in world history. Since then, the main center of the culture of Kievan Rus, incorporating a complex of ideas and functions of the spiritual, public and private life of ancient Russian society, became the Eastern Christian temple in its local version

scholarly journals Lifestyle Changes Among Medical Students During COVID-19 Pandemic: A Multicenter Study Across Nine Countries

2021 ◽  
pp. 109019812110192
Author(s):  
Francisco Perez-Dominguez ◽  
Francisca Polanco-Ilabaca ◽  
Fernanda Pinto-Toledo ◽  
Daniel Michaeli ◽  
Jadi Achiardi ◽  
...  
Keyword(s):  
Medical Students ◽  
Online Education ◽  
Physical Health ◽  
Latin American ◽  
Eating Habits ◽  
Lifestyle Changes ◽  
Private Life ◽  
Psychological Status ◽  
Emotional Instability ◽  
Public And Private

The global pandemic caused by coronavirus disease-2019 (COVID-19) disrupted both public and private life for many. Concerning medical students, practical teaching and classrooms were substituted with a virtual curriculum. However, how this new academic environment has affected students’ health and lifestyles has yet to be studied. In this study, we surveyed 2,776 students from nine different countries about changes in their university curricula and potential alterations in their daily habits, physical health, and psychological status. We found negative changes across all countries studied, in multiple categories. We found that 99% of respondents indicated changes in their instruction delivery system, with 90% stating a transition to online education, and 93% stating a reduction or suspension of their practical activities. On average, students spent 8.7 hours a day in front of a screen, with significant differences among countries. Students reported worsened studying, sleeping, and eating habits with substantial differences in Latin American countries. Finally, the participants frequently expressed onset and increase in both mental and physical health symptoms: backache, asthenopia, irritability, and emotional instability. Altogether, these results suggest a potential risk in the health and academic performance of future doctors if these new academic modalities are maintained.

Technology of optimization: An emerging configuration of productivity among professional software employees

2021 ◽  
pp. 136754942110302
Author(s):  
Vanessa Ciccone
Keyword(s):  
Empirical Analysis ◽  
Software Industry ◽  
Private Life ◽  
The Self ◽  
Public And Private ◽  
Political Consequences ◽  
Moral Ideals ◽  
The Empirical Analysis

In this article, I draw from several months of fieldwork from 2019 to assess professional subjectivity in the software industry of Canada. I assess employees’ constructions of and feelings about their own productivity. I argue that the ways in which subjects understand and feel about their productivity says a great deal about how power is ‘willfully’ negotiated within everyday professional tech settings of neoliberal societies. My findings suggest that optimization is emerging as a technology of self among the individuals I studied, and bringing political consequences. In the first section of the article, I provide a brief overview of the productivity imperative’s cultural trajectory, and show its relation to optimization. Then, in the empirical analysis and discussion, I outline that the technology of optimization involves a discourse around bringing one’s best to public and private realms, offering a specific set of moral ideals. I then show that another facet of this technology of self is centered on willfully entangling public and private life. Finally, I theorize subjects’ reported feelings about their own productivity, assessing how the technology of optimization relates to a politics of privilege. With this study, I seek to make a contribution to the relation between the culture of productivity and professional subjectivity in the software industry, in an effort to expose how power is negotiated at the level of the self in an increasingly influential sector.

scholarly journals "Die Fremde ist nicht Heimat geworden, aber die Heimat Fremde."(Alfred Polgar)- Überlegungen zum Jahr des interkulturellen Dialogs 2008

2018 ◽  
Vol 34 ◽  
pp. 9-17
Author(s):  
Stephan Wolting
Keyword(s):  
Present Article ◽  
Private Life ◽  
Public And Private ◽  
The Public ◽  
Intercultural Communications ◽  
Foreign Assignment

The present article tries to attract attention to the connection between the idea of the European Commision to create in 2008 a Year of the interculturaal dialogue and empiric studies in researching of being abroad. It will be one of the most important purposes in future to develop the studies in intercultural communications in the premise of consulting, coaching and mediation for foreign assignment or a deployment abroad. In this fields there's no doubt that there's a need for focussing new researches on the public and private life of employers abroad or on that what's called the working migration.

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