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Building Classification Models: ID3 and C4.5 - Temple University

https://cis.temple.edu/~giorgio/cis587/readings/id3-c45.html

Introduction ID3 and C4.5 are algorithms introduced by Quinlan for inducing Classification Models, also called Decision Trees, from data.

AGI Introduction - Temple University

https://cis.temple.edu/~pwang/AGI-Intro.html

Artificial General Intelligence — A gentle introduction Pei Wang [On-line document since 2007, last updated in August 2025] [中文] [Español] [This page contains information about the field of Artificial General Intelligence (AGI), collected and organized according to my judgment, though efforts are made to avoid personal biases.]

Installing VS Code - Temple University

https://community.mis.temple.edu/jshafer/files/2018/10/Installing-VS-Code-Windows.pdf

Instructions for the Window OS. VS Code is a free text editor created by Microsoft. It is a lightweight version of their commercial product, Visual Studio. It runs on Microsoft Windows, Mac OS, and Linux platforms. It is a good editor for JavaScript, HTML and CSS. It also supports a large number of extensions that allow the VS Code editor to be adapted to many purposes. In this document, you ...

Reinforcement Learning-based Dual-Identity Double Auction in ...

https://cis.temple.edu/~jiewu/research/publications/Publication_files/Reinforcement_Learning-based_Dual-Identity_Double_Auction_in_Personalized_Federated_Learning.pdf

Reinforcement Learning-based Dual-Identity Auction in Personalized Federated Juan Li, Member, IEEE, Zishang Chen, Tianzi Wu, Fellow, IEEE, Yanmin

Stronger predation intensity and impact on prey communities in the tropics

https://sites.temple.edu/bjsewall/files/2021/08/Freestone-et-al-2021-Ecology-Stronger-predation-intensity-impact-on-prey-communities-in-the-tropics.pdf

evolutionary time across the globe (Menge and Lub-chenco 1981, Albouy et al. 2019, Silvestro et al. 2020). Although evidence continues to accrue in support of the prediction that predation intensity is stronger at lower latitudes (e.g., Schemske et al. 2009, Roslin et al. 2017, Reynolds et al. 2018), debate on its generality persists (Roesti et al. 2020). Further, variation in predation ...

How Online Communication Platforms Facilitated Human ... - Sites

https://sites.temple.edu/pcrs/2023/11/12/how-online-communication-platforms-facilitated-human-trafficking-and-rethinking-the-websites-as-hosts-theory/

By Aamy Kuldip (view PDF version) I. Introduction Human trafficking is a horrific crime that involves stealing one’s freedom for profit. [1] Victims of human trafficking may be tricked or forced into providing commercial sex or illegal labor, and are often left extremely traumatized. [2] Online communication platforms, such as Facebook, Twitter, and Craigslist, enable human trafficking ...

It’s RILA Time: An Introduction to Registered Index-Linked Annuiti

https://www.fox.temple.edu/sites/fox/files/documents/Cummins%20Conference%202022/RILA_Moenig_JRI_final.pdf

Registered index-linked annuities (RILAs) are increasingly popular equity-based re-tirement savings products o ered by U.S. life insurance companies. They combine features of xed-index annuities and traditional variable annuities (TVAs), o ering in-vestors equity exposure with downside protection in a tax-deferred setting. This article introduces RILAs to the academic literature by describing ...

Building Classification Models: ID3 and C4.5 - Temple University

https://cis.temple.edu/~ingargio/cis587/readings/id3-c45.html

Introduction ID3 and C4.5 are algorithms introduced by Quinlan for inducing Classification Models, also called Decision Trees, from data.

Hopfield Networks is All You Need - Temple University

https://cis.temple.edu/tagit/presentations/Hopfield%20Networks%20is%20all%20you%20need.pdf

Note that there are 2,500 pixels in each image, the size of the weight matrix will be 2500 × 2500, but only learned by ONE image. Two natural problems will arise. 1) How many patterns can one

Distributed System Design: An Overview* - Temple University

https://cis.temple.edu/~wu/teaching/Spring2018/distributed-computing-2018.pdf

1. In your opinion, what is the future of the computing and the field of distributed systems? 2. Use your own words to explain the differences between distributed systems, multiprocessors, and network systems. 3. Calculate (a) node degree, (b) diameter, (c) bisection width, and (d) the number of links for an nx n2-d mesh, an n x n2- d torus, and an n-dimensional hypercube.