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A Metric Learning Reality Check [article]

Kevin Musgrave, Serge Belongie, Ser-Nam Lim
2020 arXiv   pre-print
In this paper, we take a closer look at the field to see if this is actually true.  ...  Deep metric learning papers from the past four years have consistently claimed great advances in accuracy, often more than doubling the performance of decade-old methods.  ...  Papers of this type have been written for machine learning [30] , image classification [4] , neural network pruning [2] , information retrieval [68] , recommender systems [10] , and generative adversarial  ... 
arXiv:2003.08505v3 fatcat:soruhibdkjbyrl3wrguua6f7jq

A Reality Check of the Schrems Saga

Claes G. Granmar
2021 Nordic journal of european law  
From an enforcement point of view, the revocation of the European Commission's two adequacy decisions on the federal US system of data protection raises many questions regarding the interrelations between  ...  In many instances, the data subject may rather rely on her or his procedural rights as a consumer. In this article, a systematic analysis of these aspects of the EU privacy safeguards is provided.  ...  Perhaps the Court deliberately overlooked the need to investigate the applicability of EU data protection legislation with a view to acknowledge a procedural system for evaluation of adequacy decisions  ... 
doi:10.36969/njel.v4i2.23781 fatcat:wvioroiyvfc7hjxfym3adqywge

Secure Firmware Updates for Constrained IoT Devices using Open Standards: A Reality Check

K. Zandberg, K. Schleiser, F. Acosta, H. Tschofenig, E. Baccelli
2019 IEEE Access  
We evaluate the performance of our implementation on a variety of commercial off-the-shelf constrained IoT devices.  ...  While the IoT deployments multiply in a wide variety of verticals, the most IoT devices lack a built-in secure firmware update mechanism.  ...  ACKNOWLEDGEMENTS The authors would like to thank Alexandre Abadie, Francisco Molina and Gaëtan Harter for their help on hardware prototyping and build system tuning.  ... 
doi:10.1109/access.2019.2919760 fatcat:64plretunrg3xdqkxvefdr4qxu

A Reality Check: The Challenges of Implementing Information Power in School Library Media Programs

Cheryl Ann McCarthy
2021 IASL Annual Conference Proceedings  
the perceived success of participating programs in conforming to the national guidelines.  ...  To gain a broader understanding of their work and success, this paper studies 48 good library media programs in New England Region, U.S. using a combination of qualitative and quantitative methods to ensure  ...  In performing a reality check on Information Power , one needs to address the following questions: Can the goals of Information Power be realized in the current culture of schools?  ... 
doi:10.29173/iasl8196 fatcat:hyhy7xu7x5ffljgi654n6facim

First-Year Student Perceptions of Academic Advisement: A Qualitative Study and Reality Check

Joshua S. Smith
2002 NACADA Journal  
Further examination of first-year students' advising preferences and consideration of effective advising as a developmental process, rather than a static philosophy of either developmental or prescriptive  ...  However, data regarding first-year students are absent from these studies, thus limiting the conclusions.  ...  Finally, implications of the study in terms of improv- First-Year Student Perceptions of Academic Advisement: A Qualitative Study and Reality Check Joshua S.  ... 
doi:10.12930/0271-9517-22.2.39 fatcat:wh62d2oriffdxipxzgwrypww74

Alignments and Mismatches of Policies on Children with Learning Difficulties/Disabilities to Professional Practice Expectations in Zimbabwe: A Reality Check

Faith N. Tlou, Themba Nyoni
2021 American Journal of Educational Research  
actual implementation actions that are a reality on the ground.  ...  Of those identified, specialists hardly serviced them because of lack of resources and this constituted a mismatch of the pronounced claims with what is happening.  ...  Recommendation The ministry of Primary and Secondary Education together with other stakeholders need to put in place legislation for periodic monitoring & evaluation to ensure the disabled and those with  ... 
doi:10.12691/education-9-8-1 fatcat:yhous2k2fvc3ndxyxcebq537zu

Web Service Composition: A Reality Check [chapter]

Jianguo Lu, Yijun Yu, Debashis Roy, Deepa Saha
Web Information Systems Engineering – WISE 2007  
The empirical study reveals the difficulties and research challenges in the discovery, invocation, and composition of web services.  ...  The automation of web service composition requires the inputs from both services providers and service consumers.  ...  Acknowledgements We would like to thank all the students who also participated in the experiment, and the anonymous reviewers for their helpful comments. This work is supported by NSERC.  ... 
doi:10.1007/978-3-540-76993-4_44 dblp:conf/wise/LuYRS07 fatcat:hedgej3fzneljkog6bjyk6life

An Introduction to Recommendation Systems in Software Engineering [chapter]

Martin P. Robillard, Robert J. Walker
2013 Recommendation Systems in Software Engineering  
creating, evaluating, and using RSSEs, and present a general outlook on the current state of research and development in the field of recommendation systems for highly-technical domains.  ...  The technical nature, size, and dynamicity of these information spaces motivate the development of a special class of applications to support developers: recommendation systems in software engineering  ...  Part II of the book is dedicated to the evaluation of RSSEs with four chapters on the topic. Chapter 10 is a review of the most important dimensions and metrics for evaluating recommendation systems.  ... 
doi:10.1007/978-3-642-45135-5_1 fatcat:bodjmvfw3bbyhae23rzbjzj42i

ENHANCING THE LEARNING PROCESS IN PROGRAMMING COURSES THROUGH AN AUTOMATED FEEDBACK AND ASSIGNMENT MANAGEMENT SYSTEM

2016 Issues in Information Systems  
This paper describes an online assignment management system and a hierarchical auto-grading structure for automatic evaluation of programming assignments, which allows instructors to distribute homework  ...  As a result, the number of assigned programming lab work is often fewer than is ideal.  ...  If a code with potential harmful results is detected by the code checking component, the student is notified to make corrections before moving forward.  ... 
doi:10.48009/3_iis_2016_165-175 fatcat:5w5i2eapkva3thttwk3yacx6bu

Lexical Analysis in Content Management System Details

Takudzwa Fadziso
2019 Global Disclosure of Economics and Business  
The task of the lexical analyzer is to read the various input characters grouping them into lexemes and producing an output of a sequence of tokens.  ...  Without the phase, understanding languages become a very cumbersome task.  ...  The imprint is the arrangement of characters in the source program as per the imprint coordinating with design. A lexical analyzer is executed to check all program source codes.  ... 
doi:10.18034/gdeb.v8i2.559 fatcat:hwyg2uvytbdwdo52c44qmhnx4u

Satisfactory Final System Evaluation Report

Sunlight SA
2018 Zenodo  
The main objective of this deliverable is to report on the SatisFactory Final System Evaluation, with regards to the industrial pilots at COMAU and SUNLIGHT.  ...  The evaluation of SatisFactory platform is based on the implementation of the business scenarios where each toolkit meant to be used.  ...  The use of a Microsoft Kinect camera and of markerless / image target based recognition systems (developed by ISMB), would then check if people are wearing the right PPEs and following the prescriptions  ... 
doi:10.5281/zenodo.1173128 fatcat:rjsamdcmgredfei3fgup4oaiba

Recommendation System Using Autoencoders

Diana Ferreira, Sofia Silva, António Abelha, José Machado
2020 Applied Sciences  
Recommendation systems have appeared as a solution to overcome this problem.  ...  In this article, a product recommendation system is proposed where an autoencoder based on a collaborative filtering method is employed.  ...  One of the strategies that companies can adopt to face this reality is the implementation of recommendation systems.  ... 
doi:10.3390/app10165510 fatcat:youna3oxdvhjripm4vmj7ven6e

A New System Architecture for Pervasive Computing

Anis ISMAIL, Abd El Salam AL HAJJAR, Ziad Ismail
2011 International Journal of UbiComp  
The web and the simple standard HTTP protocol that it is based on, facilitate this kind of ubiquitous access.  ...  We present new system architecture, a distributed framework designed to support pervasive computing applications.  ...  [21] present a setup for evaluating users' experience of pervasive applications within a virtual environment. They review existing literature on mixed reality and pervasive application evaluation.  ... 
doi:10.5121/iju.2011.2302 fatcat:ejnwsr5dnje7zbqitkprmyvpzm

A New System Architecture for Pervasive Computing [article]

Anis Ismail, Abd El Salam Al Hajjar, Ziad Ismail
2011 arXiv   pre-print
The web and the simple standard HTTP protocol that it is based on, facilitate this kind of ubiquitous access.  ...  We present new system architecture, a distributed framework designed to support pervasive computing applications.  ...  [21] present a setup for evaluating users' experience of pervasive applications within a virtual environment. They review existing literature on mixed reality and pervasive application evaluation.  ... 
arXiv:1108.2389v1 fatcat:ybpxqr3alvbrjhzbafycgkcpau

Rapid response systems

Patrick G. Lyons, Dana P. Edelson, Matthew M. Churpek
2018 Resuscitation  
Controversy exists about the benefits of rapid response systems.  ...  Introduction-Rapid response systems are commonly employed by hospitals to identify and respond to deteriorating patients outside of the intensive care unit.  ...  Recently, augmented reality glasses were shown to improve some aspects of performance during pediatric and adult code simulations. 93 These tools have not yet been evaluated for rapid response scenarios  ... 
doi:10.1016/j.resuscitation.2018.05.013 pmid:29777740 pmcid:PMC6147149 fatcat:j4utg76x5fa47a47xxzbr6yfbu
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