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Topic Review
Hybrid Deep Belief Network in Traffic Flow Prediction
Accurate and timely traffic flow prediction not just allows traffic controllers to evade traffic congestion and guarantee standard traffic functioning, it even assists travelers to take advantage of planning ahead of schedule and modifying travel routes promptly. The presented hybrid deep belief network (AST2FP-OHDBN) model initially normalizes the traffic data using min–max normalization.
  • 290
  • 21 Nov 2022
Topic Review
IoT-Based Payment Protocols
Financial services and the payment industry are constantly evolving to meet customer requirements and to create a competitive advantage by providing better banking and financial services, improving operational efficiency and reducing costs. After plastic cards were successfully replaced by the mobile wallet (m-Wallet), the Internet of Things (IoT) leaves the door wide open for consumers to use their connected devices to access their bank accounts and perform routine banking activities from anywhere, anytime, and with any device.
  • 610
  • 21 Nov 2022
Topic Review
Technical Support Scam
A technical support scam refers to any class of telephone fraud activities in which a scammer claims to offer a legitimate technical support service, often via cold calls to unsuspecting users. Such calls are mostly targeted at Microsoft Windows users, with the caller often claiming to represent a Microsoft technical support department. In English-speaking countries such as the United States , Canada , United Kingdom , Ireland, Australia and New Zealand, such cold call scams have occurred as early as 2008. and primarily originate from call centers in India . The scammer will typically attempt to get the victim to allow remote access to their computer. After remote access is gained, the scammer relies on confidence tricks, typically involving utilities built into Windows and other software, in order to gain the victim's trust to pay for the supposed "support" services. The scammer will often then steal the victim's credit card account information or persuade the victim to log in to their online banking account to receive a promised refund, only to steal more money, claiming that a secure server is connected and that the scammer cannot see the details. Many schemes involve convincing the victim to purchase expensive gift cards and then to divulge the card information to the scammer.
  • 740
  • 21 Nov 2022
Topic Review
Samba
Samba is a free software re-implementation of the SMB networking protocol, and was originally developed by Andrew Tridgell. Samba provides file and print services for various Microsoft Windows clients and can integrate with a Microsoft Windows Server domain, either as a Domain Controller (DC) or as a domain member. As of version 4, it supports Active Directory and Microsoft Windows NT domains. Samba runs on most Unix-like systems, such as Linux, Solaris, AIX and the BSD variants, including Apple's macOS Server, and macOS client (Mac OS X 10.2 and greater). Samba also runs on a number of other operating systems such as OpenVMS and IBM i. Samba is standard on nearly all distributions of Linux and is commonly included as a basic system service on other Unix-based operating systems as well. Samba is released under the terms of the GNU General Public License. The name Samba comes from SMB (Server Message Block), the name of the proprietary protocol used by the Microsoft Windows network file system.
  • 350
  • 21 Nov 2022
Topic Review
GNU C Library
The GNU C Library, commonly known as glibc, is the GNU Project's implementation of the C standard library. Despite its name, it now also directly supports C++ (and, indirectly, other programming languages). It was started in the 1980s by the Free Software Foundation (FSF) for the GNU operating system. Released under the GNU Lesser General Public License, glibc is free software. The GNU C Library project provides the core libraries for the GNU system, as well as many systems that use Linux as the kernel. These libraries provide critical APIs including ISO C11, POSIX.1-2008, BSD, OS-specific APIs and more. These APIs include such foundational facilities as open, read, write, malloc, printf, getaddrinfo, dlopen, pthread create, crypt, login, exit and more.
  • 3.8K
  • 21 Nov 2022
Topic Review
Independent Video Game Development
Independent video game development, or indie game development, is the video game development process of creating indie games; these are video games, commonly created by individual or small teams of video game developers and usually without significant financial support of a video game publisher or other outside source. These games may take years to be built from the ground up or can be completed in a matter of days or even hours depending on complexity, participants, and design goal. Driven by digital distribution, the concept of independent video game development has spawned an "indie" movement. The increase in popularity of independent games has allowed increased distribution on popular gaming platforms such as the PlayStation Network, Nintendo eShop, Xbox Live and Steam.
  • 4.1K
  • 21 Nov 2022
Topic Review
Probabilistic Soft Logic
Probabilistic Soft Logic (PSL) is a statistical relational learning (SRL) framework for modeling probabilistic and relational domains. It is applicable to a variety of machine learning problems, such as collective classification, entity resolution, link prediction, and ontology alignment. PSL combines two tools: first-order logic, with its ability to succinctly represent complex phenomena, and probabilistic graphical models, which capture the uncertainty and incompleteness inherent in real-world knowledge. More specifically, PSL uses "soft" logic as its logical component and Markov random fields as its statistical model. PSL provides sophisticated inference techniques for finding the most likely answer (i.e. the maximum a posteriori (MAP) state). The "softening" of the logical formulas makes inference a polynomial time operation rather than an NP-hard operation.
  • 278
  • 21 Nov 2022
Topic Review
Tracerpt
As the next version of Windows NT after Windows 2000, as well as the successor to Windows Me, Windows XP introduced many new features but it also removed some others.
  • 976
  • 21 Nov 2022
Topic Review
Properties of Polynomial Roots
In mathematics, a univariate polynomial is an expression of the form where the ai belong to some field, which, in this article, is always the field [math]\displaystyle{ \mathbb C }[/math] of the complex numbers. The natural number n is known as the degree of the polynomial. In the following, p will be used to represent the polynomial, so we have A root of the polynomial p is a solution of the equation p = 0: that is, a complex number a such that p(a) = 0. The fundamental theorem of algebra combined with the factor theorem states that the polynomial p has n roots in the complex plane, if they are counted with their multiplicities. This article concerns various properties of the roots of p, including their location in the complex plane.
  • 1.6K
  • 21 Nov 2022
Topic Review
Economic History
Economic history is the academic study of economies or economic events of the past. Research is conducted using a combination of historical methods, statistical methods and the application of economic theory to historical situations and institutions. The field can encompass a wide variety of topics, including equality, finance, technology, labour, and business. It emphasizes historicizing the economy itself, analyzing it as a dynamic force and attempting to provide insights into the way it is structured and conceived. Using both quantitative data and qualitative sources, economic historians emphasize understanding the historical context in which major economic events take place. They often focus on the institutional dynamics of systems of production, labor, and capital, as well as the economy's impact on society, culture, and language. Scholars of the discipline may approach their analysis from the perspective of different schools of economic thought, such as mainstream economics, Marxian economics, the Chicago school of economics, and Keynesian economics. Economic history has several sub-disciplines. Historical methods are commonly applied in financial and business history, which overlap with areas of social history such as demographic and labor history. In the sub-discipline called New Economic History or cliometrics, economists use quantitative (econometric) methods. In history of capitalism, historians explain economic historical issues and processes from a historical point of view.
  • 900
  • 21 Nov 2022
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