human capabilities
Recently Published Documents


TOTAL DOCUMENTS

524
(FIVE YEARS 223)

H-INDEX

20
(FIVE YEARS 3)

2023 ◽  
Vol 55 (1) ◽  
pp. 1-38
Author(s):  
Gabriel Resende Machado ◽  
Eugênio Silva ◽  
Ronaldo Ribeiro Goldschmidt

Deep Learning algorithms have achieved state-of-the-art performance for Image Classification. For this reason, they have been used even in security-critical applications, such as biometric recognition systems and self-driving cars. However, recent works have shown those algorithms, which can even surpass human capabilities, are vulnerable to adversarial examples. In Computer Vision, adversarial examples are images containing subtle perturbations generated by malicious optimization algorithms to fool classifiers. As an attempt to mitigate these vulnerabilities, numerous countermeasures have been proposed recently in the literature. However, devising an efficient defense mechanism has proven to be a difficult task, since many approaches demonstrated to be ineffective against adaptive attackers. Thus, this article aims to provide all readerships with a review of the latest research progress on Adversarial Machine Learning in Image Classification, nevertheless, with a defender’s perspective. This article introduces novel taxonomies for categorizing adversarial attacks and defenses, as well as discuss possible reasons regarding the existence of adversarial examples. In addition, relevant guidance is also provided to assist researchers when devising and evaluating defenses. Finally, based on the reviewed literature, this article suggests some promising paths for future research.


2022 ◽  
Vol 151 ◽  
pp. 105741
Author(s):  
Heath Henderson ◽  
Lendie Follett

Author(s):  
Shruti Sunil Ajankar ◽  
Aditi Rajesh Nimodiya

Artificial intelligence (AI) is one of the most important technologies in the world today. In the future, intelligent machines will replace or enhance human capabilities in many areas. Artificial Intelligence is impacting the future of virtually every industry and every human being. AI has acted as the main driver of emerging technologies like big data, robotics, and IoT, and it will continue to act as a technological innovator for the foreseeable future. AI is simply the study of how to make computer do things which at the moment people do the better. There are many ways to define AI, but one simple definition is “intelligence demonstrated by machines”. Primary goal of AI is to improve computer behaviour so that it can be called intelligent. AI is ubiquitous and is not only limited to computer science but has evolved to include other areas like health, security, education, music, art, and business application. This paper gives an overview of how the AI actually works, its scopes , the different applications of AI, its advantages and disadvantages and many more topics which will give a clear understanding inspite of the boundlessness of AI.


2022 ◽  
Author(s):  
Nebojsa Nakicenovic

Abstract Energy is central for the global decarbonization and the achievement of a sustainable future for all. This calls for a fundamental energy-systems transformation that would bring multiple co-benefits for health, climate and other challenges facing humanity and especially those without access to affordable and clean energy services. Pervasive transformation toward zero-carbon electricity and electrification of energy end use are central to achieving higher efficiencies, decarbonization and net-zero emissions. This is not merely a technical and economic issue. It is about people, about societies and about values and behaviors. Technology is an integral part of the society and an expression of collective intentionality through aggregation of sundry individual choices. The next disruptive transformation toward a sustainable future may indeed be powered by the digital revolution. It poses dangers for privacy, dissemination of alternative realities and erosion of evidence-based information but it also offers a great promise of catalyzing the emergence of a sustainable future by augmenting human capabilities by new, more convenient, more efficient and decarbonized goods and services. The key question is whether humanity will have the political will to collectively achieve the energy-systems transformation toward a sustainable future and net-zero emissions in merely three decades.


2022 ◽  
Author(s):  
Filippo Salustri ◽  
Erica Attard ◽  
Michael Grieg ◽  
W. Patrick Neumann

<div>The instructors of the undergraduate cornerstone design course in Mechanical and Industrial Engineering at Ryerson University aim to integrate diversity and inclusion into students’ design education. Our goal is to provide resources that students can use to understand human capabilities and limitations, so their designs are better suited to a wide range of users. The project was broken down in four phases: Phase 1 consisted of scoping deliverables and background research; Phase 2 included courseware development; Phase 3 employed the courseware into the Fall 2019 offering of our cornerstone design course; and Phase 4 reviewed and analysed student’s work to determine the efficacy of the courseware.</div><div>To initiate this effort, we focused on three Human Factors: vision, hearing, and strength. We created a process whereby students could assess these Factors quantitatively for specific interactions and use the assessments to justify specific functional requirements and constraints of their own designs.</div>


2022 ◽  
Author(s):  
Filippo Salustri ◽  
Erica Attard ◽  
Michael Grieg ◽  
W. Patrick Neumann

<div>The instructors of the undergraduate cornerstone design course in Mechanical and Industrial Engineering at Ryerson University aim to integrate diversity and inclusion into students’ design education. Our goal is to provide resources that students can use to understand human capabilities and limitations, so their designs are better suited to a wide range of users. The project was broken down in four phases: Phase 1 consisted of scoping deliverables and background research; Phase 2 included courseware development; Phase 3 employed the courseware into the Fall 2019 offering of our cornerstone design course; and Phase 4 reviewed and analysed student’s work to determine the efficacy of the courseware.</div><div>To initiate this effort, we focused on three Human Factors: vision, hearing, and strength. We created a process whereby students could assess these Factors quantitatively for specific interactions and use the assessments to justify specific functional requirements and constraints of their own designs.</div>


2022 ◽  
pp. 1408-1434
Author(s):  
Anita Wójcik

This chapter describes how contemporary, dynamic development in all available human areas is unavoidable and necessary. However, along with the benefits and progress made by civilization, there is also a growing margin of vulnerability and unfavorable price developments. Professional burnout is becoming a global problem. It identifies the limits of current human capabilities to the serious phenomenon. In particular, nurses and medical rescuers, who are in direct contact with the patient, experience unpleasant symptoms of burnout.


2022 ◽  
Vol 131 ◽  
pp. 02003
Author(s):  
Vylius Leonavicius ◽  
Apolonijus Zilys

The understanding of determinants of health in health policy and health promotion has shifted from a traditional focus on lifestyle (nutrition, exercises, addiction), toward a richer multidimensional approach. This shift has been strongly influenced by a body of research in the human capabilities’ approach, which emphasizes the role of person’s agency, freedom, and opportunities. Using survey data on 18–52 years old Lithuanian representatives, this paper explores the relationship between personal agency and subjective health perception as well as how it varies depending on the age and post-materialistic values. Human agency refers to the capability of an individual to control personal destiny and make choices to fulfill goals set autonomously (A. Giddens). The results show that agency is important factor of subjective health perception in Lithuania. The fact that capabilities that measure agency are aligned with subjective health measures support the view of human development as an integral process.


2021 ◽  
Vol 19 (2) ◽  
pp. 91-106
Author(s):  
Anja Corinne Baukloh

Understanding conflict dynamics among individuals and within society, and devising appropriate intervention strategies offer a relevant perspective for the prevention of radicalization processes. The article outlines an overview of some concrete instruments of analysis and intervention in microsocial conflicts, with special reference to family. We choose as a starting point the notion of “conflict capability”, the ability of human beings of appropriately handling conflict.The model presented here is based on a systemic understanding of social conflict and a transformative approach to foster human capabilities, and specifically women, of dealing with conflict. Friedrich Glasl’s “escalation model” offers a solid foundation in order to define conflict dynamics which is crucial for devising appropriate, context-specific interventions. For the family and microsocial context, we propose as intervention tools empathic communication and “problem solving without losers” proposed by Thomas Gordon, as well as a “systemic transformative” approach to mediation. The article also reflects on the importance of conflict capability in order to reinforce the practice of democracy, building on the contribution of authors such as Chantal Mouffe and Axel Honneth.


Sign in / Sign up

Export Citation Format

Share Document