In this work we go beyond what is called unsupervised learning, a decision- -making method that results in large numbers of false positives and negatives. The study was carried out in cryopreservation laboratories and aims to gain access to the General Data Protection Regulation (GDPR) implementation. Indeed, on the one hand, using Threat Artificial Intelligence, Chaos, Entropy and Security (TAICE&S) based methodology for problem solving one may mimic behaviors that are similar to the best human analysts. With the entry into force of the GDPR in the health institutions of the European Union (EU), stronger rules (TAICE based) on data protection (Security) mean people have more control over their personal data and businesses benefit from a level playing field. To respond to this challenge, a workable tool had to be built exploring the dynamics between TAICE&S and Logic Programming for Knowledge Representation and Reasoning, leading to the implementation of an agency based on TAICE/Cyber Security based techniques for problem solving, which is consistent with an Artificial Neural Network approach to problem definition. It is therefore possible to provide a full-bodied TAICE method to assist in threat identification and evaluation, activity prediction, mitigation, and response strategies. Using TAI procedures, one may identify patterns and matches in the activity of threat players, that combined with the issues of Chaos and Entropy gives us an opportunity to mimic how qualified specialists react in scenarios where models break off.
The progressive ageing of population combined with the need for comfort in situations of disease and disability are pushing healthcare organizations and governments to find new solutions to enable people to live longer in their preferred environment, while having access to quality healthcare services. iGenda is an Ambient Assisted Living platform that provides constant monitoring to people with this type of needs. The use of a Computer-Interpretable Guideline model for decision making is one of the features of this platform. The model used to represent Clinical Practice Guidelines gathers a set of features that make guidelines more dynamic and easily implementable. The model is defined using Ontology Web Language, profiting from the existing constructors provided by this language. It is based on a set of primitive tasks, namely Plans, Actions, Questions and Decisions. Focusing on decision support, a method for dealing with incomplete information about the clinical parameters of a health record is presented. The objective is to keep a continuous flow of information through the decision process and assuring that an outcome is always achieved. The usefulness of the integration of guideline recommendations with a reason mechanism capable of handling incomplete information is demonstrated through a case study about the diagnosis of metabolic syndrome. ...
In virtually every environment there is the chance that, sooner or later, a dispute will arise. Disputes can take place in the most different scenarios and concern the most different subjects. With the advent of the telecommunication technologies, disputes also started to take place in virtual environments. In order to settle these new disputes, Online Dispute Resolution tools started to emerge. In this paper we present one of such tools, aimed at supporting mediation between two or more parties. Specifically, this tool looks at past known mediation processes and tries to guide the process into a successful outcome. It targets scenarios in which one or more party exhibits avoiding or uncooperative conflict styles, i.e., the party cannot or is not willing to generate valid proposals for dispute resolution. ; Fundação para a Ciência e a Tecnologia (FCT) - TIARAC - Telematics and Artificial Intelligence in Alternative Conflict Resolution Project ...
Vulnerable Road Users (VRUs) are all those with an increased vulnerability on the road, in particular non-motorised ones. Until now, the emphasis has been in politics more focused on drivers, vehicles and infrastructures. However, recent developments show a shift in other directions, with researchers now devoting efforts to improve VRUs' safety. Hence, this work focuses on pedestrian walking and crossing behaviour, attitudes, motivations and habits, being grounded on an approach to Knowledge Representation and Reasoning centred on logic programming, which establishes a formal logical inference engine that is complemented with an Artificial Neural Network line to computation.
This article illustrates a whole set of ideas and challenges around a campaign for a collection, specifically, the case study of the campaign for the SS21 collection by Carlos Gil – a Portuguese luxury fashion brand. The principal challenge designers are facing today is to design and structure the campaign for their recent collections to reach their target audience and other possible consumers in a global market. Through the case study, we will analyse the multi-disciplinarity involved in the production of campaigns for the fashion brand CARLOS GIL, as well as the entire creative process from the idea to the final product – the collection's promotional materials. In addition, we seek to discuss the importance of image in communication and its role in using new digital realities, as well as the experience of virtualization and the use of mixed realities in a fashion campaign.
A number of guidelines for Psychosocial Risk Management in organizations have been proposed in recent decades; however, some reviews on the subject also highlights that the terms Stress and Psychosocial Risks (PRs) are not mentioned explicitly in most pieces of legislation, leading to lack of clarity on the terminology used. To improve the way of dealing with this type of vulnerability and to allow organizations to successfully manage PRs, this work proposes and characterizes a workable problem-solving method in which the PRs can be evaluated for the entropy they generate within the organization. The analysis and development of such a system is based on a series of logical formalisms for Knowledge Representation and Reasoning that are grounded on Logic Programming, complemented with an Artificial Neural Network approach to computing.
Taking into account the course of cultural policy in democratic Portugal, and against the backdrop of the international crisis of 2008 and the sovereign debt crisis of 2011, this article seeks to interpret recent changes in the cultural sector in Portugal. Using both qualitative and quantitative methods it focuses on three main aspects: institutionalisation of democratic cultural policy; government funding; cultural organizations and facilities. The 2008 crisis put an end to a period in which investment tended to grow. We place Portugal in the broader European context, concluding that the Portuguese cultural scene may once again diverge from that of other European countries.
Objetivo Realizar análise da política pública de alimentação e nutrição no Brasil, com ênfase nos últimos quinze anos (2003-2018). Métodos Análise histórico-documental, realizada a partir de levantamento bibliográfico em bases indexadas e visitas exploratórias a sítios eletrônicos de órgãos governamentais. Resultados Os achados científicos e governamentais foram organizados de acordo com os governos Lula, Dilma e Temer. Exploram o desenvolvimento de diversas políticas públicas e programas em alimentação e nutrição, com enfoque principalmente no Fome Zero, Programa Bolsa Família, Política Nacional de Segurança Alimentar e Nutricional, Programa de Aquisição de Alimentos, Programa Nacional de Alimentação Escolar, Política Nacional de Alimentação e Nutrição, Sistema Nacional de Vigilância Alimentar e Nutricional e Programa Brasil sem Miséria. Destaca-se a centralidade do discurso do combate à fome e à miséria nas políticas públicas durante os governos Lula e primeiro governo Dilma. O segundo governo Dilma é marcado pelo enfoque na alimentação saudável, além de apresentar um início de fragilização das políticas públicas em alimentação e nutrição. O governo Temer se caracteriza por processos de ruptura institucionais e programáticas, cortes orçamentários e retrocessos em direitos conquistados. Evidencia-se a necessidade de instrumentos nacionais e internacionais de exigibilidade do direito humano à alimentação adequada. Conclusão O período analisado apresenta uma expansão e qualificação das políticas públicas em alimentação e nutrição, principalmente nos governos Lula e Dilma, com retrocessos no governo Temer, em que cortes orçamentários contínuos fragilizam as políticas sociais, de redução da fome, da miséria, da pobreza e da promoção da segurança alimentar e nutricional. ; Objective To analyze public policies on food and nutrition in Brazil, with emphasis on the last fifteen years (2003-2018). Methods Historical-documentary analysis based on a bibliographical survey on indexed bases and exploratory visits to websites of government agencies. Results The scientific and governmental findings were organized according to the Lula, Dilma and Temer governments. They explore the development of several public policies and welfare programs in food and nutrition, focusing mainly on Brazilian Hunger Eradication Program, Assistance for Needy Families Program, National Policy on Food and Nutrition Security, Food Acquisition Program, National School Nutrition Program, National Food and Nutrition Security Policy, National Food and Nutrition Surveillance System and Brazilian Misery Eradication Program. The centrality of the idea of the fight against hunger and misery in public policies during Lula's first and second terms and Dilma's first term stand out. Dilma's second term is marked by the focus on healthy eating, as well as presenting the first signs of fragilization of public policies on food and nutrition. Currently, the Temer government is characterized by processes of institutional and programmatic rupture, budget cuts and setbacks in acquired rights. There is evidence of the need to activate national and international instruments to enforce the human right to adequate food and consequent strengthening of public policies on food and nutrition. Conclusion This period presents an expansion and qualification of public policies on food and nutrition, mainly in the Lula and Dilma administration, with setbacks in the Temer administration, in which continuous budget cuts weaken social, hunger reduction, poverty reduction and food and nutrition security policies.
ABSTRACT Objective To analyze public policies on food and nutrition in Brazil, with emphasis on the last fifteen years (2003-2018). Methods Historical-documentary analysis based on a bibliographical survey on indexed bases and exploratory visits to websites of government agencies. Results The scientific and governmental findings were organized according to the Lula, Dilma and Temer governments. They explore the development of several public policies and welfare programs in food and nutrition, focusing mainly on Brazilian Hunger Eradication Program, Assistance for Needy Families Program, National Policy on Food and Nutrition Security, Food Acquisition Program, National School Nutrition Program, National Food and Nutrition Security Policy, National Food and Nutrition Surveillance System and Brazilian Misery Eradication Program. The centrality of the idea of the fight against hunger and misery in public policies during Lula's first and second terms and Dilma's first term stand out. Dilma's second term is marked by the focus on healthy eating, as well as presenting the first signs of fragilization of public policies on food and nutrition. Currently, the Temer government is characterized by processes of institutional and programmatic rupture, budget cuts and setbacks in acquired rights. There is evidence of the need to activate national and international instruments to enforce the human right to adequate food and consequent strengthening of public policies on food and nutrition. Conclusion This period presents an expansion and qualification of public policies on food and nutrition, mainly in the Lula and Dilma administration, with setbacks in the Temer administration, in which continuous budget cuts weaken social, hunger reduction, poverty reduction and food and nutrition security policies.
Importance The increasing burden due to cancer and other noncommunicable diseases poses a threat to human development, which has resulted in global political commitments reflected in the Sustainable Development Goals as well as the World Health Organization (WHO) Global Action Plan on Non-Communicable Diseases. To determine if these commitments have resulted in improved cancer control, quantitative assessments of the cancer burden are required. Objective To assess the burden for 29 cancer groups over time to provide a framework for policy discussion, resource allocation, and research focus. Evidence Review Cancer incidence, mortality, years lived with disability, years of life lost, and disability-adjusted life-years (DALYs) were evaluated for 195 countries and territories by age and sex using the Global Burden of Disease study estimation methods. Levels and trends were analyzed over time, as well as by the Sociodemographic Index (SDI). Changes in incident cases were categorized by changes due to epidemiological vs demographic transition. Findings In 2016, there were 17.2 million cancer cases worldwide and 8.9 million deaths. Cancer cases increased by 28% between 2006 and 2016. The smallest increase was seen in high SDI countries. Globally, population aging contributed 17%; population growth, 12%; and changes in age-specific rates, −1% to this change. The most common incident cancer globally for men was prostate cancer (1.4 million cases). The leading cause of cancer deaths and DALYs was tracheal, bronchus, and lung cancer (1.2 million deaths and 25.4 million DALYs). For women, the most common incident cancer and the leading cause of cancer deaths and DALYs was breast cancer (1.7 million incident cases, 535 000 deaths, and 14.9 million DALYs). In 2016, cancer caused 213.2 million DALYs globally for both sexes combined. Between 2006 and 2016, the average annual age-standardized incidence rates for all cancers combined increased in 130 of 195 countries or territories, and the average annual age-standardized death rates decreased within that timeframe in 143 of 195 countries or territories. Conclusions and Relevance Large disparities exist between countries in cancer incidence, deaths, and associated disability. Scaling up cancer prevention and ensuring universal access to cancer care are required for health equity and to fulfill the global commitments for noncommunicable disease and cancer control.
Importance: The increasing burden due to cancer and other noncommunicable diseases poses a threat to human development, which has resulted in global political commitments reflected in the Sustainable Development Goals as well as the World Health Organization (WHO) Global Action Plan on Non-Communicable Diseases. To determine if these commitments have resulted in improved cancer control, quantitative assessments of the cancer burden are required. Objective: To assess the burden for 29 cancer groups over time to provide a framework for policy discussion, resource allocation, and research focus. Evidence Review: Cancer incidence, mortality, years lived with disability, years of life lost, and disability-adjusted life-years (DALYs) were evaluated for 195 countries and territories by age and sex using the Global Burden of Disease study estimation methods. Levels and trends were analyzed over time, as well as by the Sociodemographic Index (SDI). Changes in incident cases were categorized by changes due to epidemiological vs demographic transition. Findings: In 2016, there were 17.2 million cancer cases worldwide and 8.9 million deaths. Cancer cases increased by 28% between 2006 and 2016. The smallest increase was seen in high SDI countries. Globally, population aging contributed 17%; population growth, 12%; and changes in age-specific rates, -1% to this change. The most common incident cancer globally for men was prostate cancer (1.4 million cases). The leading cause of cancer deaths and DALYs was tracheal, bronchus, and lung cancer (1.2 million deaths and 25.4 million DALYs). For women, the most common incident cancer and the leading cause of cancer deaths and DALYs was breast cancer (1.7 million incident cases, 535 000 deaths, and 14.9 million DALYs). In 2016, cancer caused 213.2 million DALYs globally for both sexes combined. Between 2006 and 2016, the average annual age-standardized incidence rates for all cancers combined increased in 130 of 195 countries or territories, and the average annual age-standardized death rates decreased within that timeframe in 143 of 195 countries or territories. Conclusions and Relevance: Large disparities exist between countries in cancer incidence, deaths, and associated disability. Scaling up cancer prevention and ensuring universal access to cancer care are required for health equity and to fulfill the global commitments for noncommunicable disease and cancer control.
High-resolution estimates of HIV burden across space and time provide an important tool for tracking and monitoring the progress of prevention and control efforts and assist with improving the precision and efficiency of targeting efforts. We aimed to assess HIV incidence and HIV mortality for all second-level administrative units across sub-Saharan Africa. ; his work was primarily supported by the Bill & Melinda Gates Foundation (grant OPP1132415). Additionally, O Adetokunboh acknowledges the support of the Department of Science and Innovation, and National Research Foundation of South Africa. M Ausloos, A Pana, and C Herteliu are partially supported by a grant of the Romanian National Authority for Scientific Research and Innovation, Executive Agency for Higher Education, Research, Development and Innovation Funding (Romania; project number PN-III-P4-ID-PCCF-2016-0084). T W Bärnighausen was supported by the Alexander von Humboldt Foundation through the Alexander von Humboldt Professor award, funded by the German Federal Ministry of Education and Research. M J Bockarie is supported by the European and Developing Countries Clinical Trials Partnership. F Carvalho and E Fernandes acknowledge support from Portuguese national funds (Fundação para a Ciência e Tecnologia and Ministério da Ciência, Tecnologia e Ensino Superior; UIDB/50006/2020, UIDB/04378/2020, and UIDP/04378/2020. K Deribe is supported by the Wellcome Trust (grant 201900/Z/16/Z) as part of his International Intermediate Fellowship. B-F Hwang was partially supported by China Medical University (CMU107-Z-04), Taichung, Taiwan. M Jakovljevic acknowledges support of the Serbia Ministry of Education Science and Technological Development (grant OI 175 014). M N Khan acknowledges the support of Jatiya Kabi Kazi Nazrul Islam University, Bangladesh. Y J Kim was supported by the Research Management Centre, Xiamen University Malaysia, Malaysia, (XMUMRF/2020-C6/ITCM/0004). K Krishnan is supported by University Grants Commission Centre of Advanced Study, (CAS II), awarded to the Department of Anthropology, Panjab University, Chandigarh, India. M Kumar would like to acknowledge National Institutes of Health and Fogarty International Cente (K43TW010716). I Landires is a member of the Sistema Nacional de Investigación, which is supported by the Secretaría Nacional de Ciencia, Tecnología e Innovación, Panama. W Mendoza is a program analyst in population and development at the UN Population Fund Country Office in Peru, which does not necessarily endorse this study. M Phetole received institutional support from the Grants, Innovation and Product Development Unit, South African Medical Research Council. O Odukoya acknowledges support from the Fogarty International Center of the US National Institutes of Health (K43TW010704). The content is solely the responsibility of the authors and does not necessarily represent the official views of the US National Institutes of Health. O Oladimeji is grateful for the support from Walter Sisulu University, Eastern Cape, South Africa, the University of Botswana, Botswana, and the University of Technology of Durban, Durban, South Africa. J R Padubidri acknowledges support from Kasturba Medical College, Mangalore, Manipal Academy of Higher Education, India. G C Patton is supported by an Australian Government National Health and Medical Research Council research fellowship. P Rathi acknowledges Kasturba Medical College, Mangalore, Manipal Academy of Higher Education, Manipal India. A I Ribeiro was supported by National Funds through Fundação para a Ciência e Tecnologia, under the programme of Stimulus of Scientific Employment–Individual Support (CEECIND/02386/2018). A M Samy acknowledges the support of the Egyptian Fulbright Mission Program. F Sha was supported by the Shenzhen Social Science Fund (SZ2020C015) and the Shenzhen Science and Technology Program (KQTD20190929172835662). A Sheikh is supported by Health Data Research UK. N Taveira acknowledges partial funding by Fundação para a Ciência e Tecnologia, Portugal, and Aga Khan Development Network—Portugal Collaborative Research Network in Portuguese-speaking countries in Africa (332821690), and by the European and Developing Countries Clinical Trials Partnership (RIA2016MC-1615). C S Wiysonge is supported by the South African Medical Research Council. Y Zhang was supported by the Science and Technology Research Project of Hubei Provincial Department of Education (Q20201104) and Open Fund Project of Hubei Province Key Laboratory of Occupational Hazard Identification and Control (OHIC2020Y01).Editorial note: the Lancet Group takes a neutral position with respect to territorial claims in published maps and institutional affiliations
