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Topic Review
Human-Centered Machine Learning
Human-centered Machine Learning (HCML) is about developing adaptable and usable Machine Learning systems for human needs while keeping the human/user at the center of the entire product/service development cycle.
  • 2.9K
  • 06 Oct 2021
Topic Review
Areas of Mathematics
Mathematics encompasses a growing variety and depth of subjects over its history, and comprehension of it requires a system to categorize and organize these various subjects into more general areas of mathematics. A number of different classification schemes have arisen, and though they share some similarities, there are differences due in part to the different purposes they serve. A traditional division of mathematics is into pure mathematics; mathematics studied for its intrinsic interest, and applied mathematics; the mathematics that can be directly applied to real-world problems. This division is not always clear and many subjects have been developed as pure mathematics to find unexpected applications later on. Broad divisions, such as discrete mathematics, computational mathematics and so on have emerged more recently. An ideal system of classification permits adding new areas into the organization of previous knowledge, and fitting surprising discoveries and unexpected interactions into the outline. For example, the Langlands program has found unexpected connections between areas previously thought unconnected, at least Galois groups, Riemann surfaces and number theory.
  • 2.9K
  • 29 Sep 2022
Topic Review
Binary Scaling
Binary scaling is a computer programming technique used typically in embedded C, DSP and assembler programs to implement non-integer operations by using the native integer arithmetic of the processor.
  • 2.9K
  • 04 Nov 2022
Topic Review
High-level Architecture
The high-level architecture (HLA) is a general purpose architecture for distributed computer simulation systems. Using HLA, computer simulations can interact (that is, to communicate data, and to synchronize actions) with other computer simulations regardless of the computing platforms. The interaction between simulations is managed by a run-time infrastructure (RTI). HLA is an interoperability standard for distributed simulation used to support analysis, engineering and training in a number of different domains in both military and civilian applications and is the standard technical architecture for all US Department of Defense simulations.
  • 2.9K
  • 04 Oct 2022
Topic Review
Dental Robotics: A Disruptive Technology
Robotics is a disruptive technology that will change diagnostics and treatment protocols in dental medicine. Robots can perform repeated workflows for an indefinite length of time while enhancing the overall quality and quantity of patient care. Early robots required a human operator, but robotic systems have advanced significantly over the past decade, and the latest medical robots can perform patient intervention or remote monitoring autonomously. However, little research data on the therapeutic reliability and precision of autonomous robots are available. The present paper reviews the promise and practice of robots in dentistry by evaluating published work on commercial robot systems in dental implantology, oral and maxillofacial surgery, prosthetic and restorative dentistry, endodontics, orthodontics, oral radiology as well as dental education. 
  • 2.9K
  • 23 Jun 2021
Topic Review
Windows 10 Version History (Version 1903)
The Windows 10 May 2019 Update (also known as version 1903 and codenamed "19H1") is the seventh major update to Windows 10 and the first to use a more descriptive codename (including the year and the order released) instead of the "Redstone" or "Threshold" codename. It carries the build number 10.0.18362.
  • 2.8K
  • 16 Nov 2022
Topic Review
Big Data Analytics in COVID-19
The COVID-19 epidemic has caused a large number of human losses and havoc in the economic, social, societal, and health systems around the world. Controlling such epidemic requires understanding its characteristics and behavior, which can be identified by collecting and analyzing the related big data. Big data analytics tools play a vital role in building knowledge required in making decisions and precautionary measures. However, due to the vast amount of data available on COVID-19 from various sources, there is a need to review the roles of big data analysis in controlling the spread of COVID-19, presenting the main challenges and directions of COVID-19 data analysis, as well as providing a framework on the related existing applications and studies to facilitate future research on COVID-19 analysis.
  • 2.8K
  • 04 Jun 2021
Topic Review
Cybersecurity Practices for Social Media Users
Cybersecurity is a collection of technologies established to protect the cyber environment of an individual user or organization. There are many cyber threats existing within the social media platform, such as loss of productivity, cyber bullying, cyber stalking, identity theft, social information overload, inconsistent personal branding, personal reputation damage, data breach, malicious software, service interruptions, hacks, and unauthorized access to social media accounts. It is also revealed that demographic factors, for example age, gender, and education level, may not necessarily be influential factors affecting the cyber awareness of the internet users.
  • 2.8K
  • 10 Feb 2022
Topic Review
Adaptability Quotient
Adaptability Quotient (AQ) is a metric of adaptability used to measure performance in the workplace and assess individual potential. The earliest article published by Stuart Parkin in 2010 gave rise to the term Adaptability Quotient. This has inspired many others to expand and research the area. A recent deep dive into Adaptability Quotient can be found at SingularityU London Adaptability Webinar: "Developing adaptable workforces, a roadmap to recovery", where Ross Thornley, is joined by Jason Slater from UNIDO and Professor Nicolas Deuschel . Additionally Amin Toufani in 2014, shares his insights during his public lecture at Singularity University. he defines AQ as the ability to realize optimal outcomes based on recent or future change. Ross Thornley and Mike Raven's work at AQai is deepening the scientific research of AQ in the workplace, opening up new frontiers of understanding and links across multiple disciplines. Their A.C.E model is widely seen as the most holistic and comprehensive assessment. AQ is defined as, "Measuring the abilities, characteristics, and environmental factors which impact the successful behaviors and actions of people, and organizations to effectively respond to uncertainty, new information, or changed circumstances.” Decoding AQ 2020, Ross Thornley. (As of 2019), there is a growing body of literature surrounding adaptability, and consequent interest in being able to harness, measure, and quantify adaptability in the workplace. Adaptability was identified as the “new competitive advantage” by the Harvard Business Review in 2011. In 2014, The Flux Report (published by Right Management in the UK) revealed that 91% of HR managers thought that: "People will be recruited on their ability to deal with change and uncertainty" as opposed to other skills. Specifically adaptive performance in the research literature means numerous organizational scholars have recognized that traditional models of performance are static and need to be augmented to include "responsiveness to changing job requirements" — labeled adaptive performance (AP; Allworth & Hesketh, 1999, p. 98; Griffin, Neal, & Parker, 2007; Pulakos, Arad, Donovan, & Plamondon, 2000).
  • 2.8K
  • 28 Nov 2022
Topic Review
Incircle and Excircles of a Triangle
In geometry, the incircle or inscribed circle of a triangle is the largest circle contained in the triangle; it touches (is tangent to) the three sides. The center of the incircle is a triangle center called the triangle's incenter. An excircle or escribed circle of the triangle is a circle lying outside the triangle, tangent to one of its sides and tangent to the extensions of the other two. Every triangle has three distinct excircles, each tangent to one of the triangle's sides. The center of the incircle, called the incenter, can be found as the intersection of the three internal angle bisectors. The center of an excircle is the intersection of the internal bisector of one angle (at vertex [math]\displaystyle{ A }[/math], for example) and the external bisectors of the other two. The center of this excircle is called the excenter relative to the vertex [math]\displaystyle{ A }[/math], or the excenter of [math]\displaystyle{ A }[/math]. Because the internal bisector of an angle is perpendicular to its external bisector, it follows that the center of the incircle together with the three excircle centers form an orthocentric system.:p. 182 All regular polygons have incircles tangent to all sides, but not all polygons do; those that do are tangential polygons. 
  • 2.8K
  • 11 Nov 2022
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