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On the Feasibility of Automated Issue Type Prediction [article]

Steffen Herbold, Alexander Trautsch, Fabian Trautsch
2020 arXiv   pre-print
We demonstrate the usefulness of issue type prediction through the example of labelling bugfixing commits.  ...  Objective: We want to understand the overall maturity of the state of the art of issue type prediction with the goal to predict if issues are bugs and evaluate if we can improve existing models by incorporating  ...  Within this article, we analyzed the state of the art of automated issue type prediction with machine learning and focused on the prediction of whether an issue describes a bug or not.  ... 
arXiv:2003.05357v2 fatcat:swsxlft755fwxdspnd2d2uf7v4

Page 11 of Journal of Systems Management Vol. 32, Issue 8 [page]

1981 Journal of Systems Management  
This type of group may be able to consider long-term invest- ments, both in capital and in personnel, and cope with longer term payback issues.  ...  assess- ment of many factors outside the actual electronic technical feasibility of office systems.  ... 

The Readiness of ERP Systems for the Factory of the Future

Moutaz Haddara, Ahmed Elragal
2015 Procedia Computer Science  
Precisely speaking, industry 4.0 is based on the technological concepts of cyber-physical systems, Internet of Things (IoT), which enables the Factory of the Future (FoF).  ...  In 2011, at the Hanover Fair, the term Industry 4.0 was first coined. In October 2012, the Working Group on Industry 4.0, presented a set of implementation recommendations to the German government.  ...  A similar view has been shared by several informants from the vendor and partners' sides, "I think full automation depends on the type of manufacturer, the type of industry, and most important, thy type  ... 
doi:10.1016/j.procs.2015.08.598 fatcat:r3zjsucrv5frbedfkxeh6zleny

End-to-End Automation of 5G Networks

Tara Ali Yahiya, Pinar Kirci, André-Luc Beylot
2019 Mobile Information Systems  
Acknowledgments e editors would like to thank the authors for their contributions and the reviewers of the papers for their help in bringing this issue to its current form.  ...  Conflicts of Interest e editors declare that there are no conflicts of interest regarding the publication of this special issue.  ...  However, this automation cannot be achieved only through the use of tools but can also be achieved by using intelligent mechanisms and predictive analytics in order to make them responsive to different  ... 
doi:10.1155/2019/6425419 fatcat:ak674v7wp5fnnblclijw5valay

The Artificial Pancreas in 2016: A Digital Treatment Ecosystem for Diabetes

Boris Kovatchev, William V. Tamborlane, William T. Cefalu, Claudio Cobelli
2016 Diabetes Care  
of overnight CLC at home (6), feasibility of the AP in type 2 diabetes (7) , and the first around-the-clock outpatient CLC running a model predictive control (MPC) algorithm on a portable AP system (8  ...  This issue of Diabetes Care presents today's AP state of the art, including reports on multinational home-use AP trials, studies in young children, the use of multihormonal approaches to mitigate meal-related  ...  of overnight CLC at home (6), feasibility of the AP in type 2 diabetes (7), and the first around-the-clock outpatient CLC running a model predictive control (MPC) algorithm on a portable AP system (8)  ... 
doi:10.2337/dc16-0824 pmid:27330124 pmcid:PMC4915552 fatcat:r7e2g6jcufcehk6qqnb3rtqrci

The Artificial Pancreas: Are We There Yet?

William T. Cefalu, William V. Tamborlane
2014 Diabetes Care  
(7) assessed the effect of overnight insulin pump suspension in an automated predictive low glucose suspend system on morning blood glucose and ketone levels.  ...  In this issue, Hovorka et al. (4) also provide a report on unsupervised use of a closed-loop system in adolescents with type 1 diabetes.  ... 
doi:10.2337/dc14-0491 pmid:24757224 pmcid:PMC5131852 fatcat:rmw4wnqynvajpcf2ntyue67uky

Performance space modeling for hierarchical synthesis of analog integrated circuits

Georges Gielen, Trent McConaghy, Tom Eeckelaert
2005 Proceedings of the 42nd annual conference on Design automation - DAC '05  
The complexity of typical analog SoC subsystems however calls for efficient methods that can handle design hierarchy, in terms of both performance estimation and hierarchical design optimization method  ...  This paper discusses and compares recent developments in this area, with special emphasis on automated modeling and on multi-objective bottom-up hierarchical design.  ...  One could even use more than one type of performance estimator to analyze a candidate design point.  ... 
doi:10.1145/1065579.1065809 dblp:conf/dac/GielenME05 fatcat:ryybvix2fnepdnxaza4oo36odm

Performance space modeling for hierarchical synthesis of analog integrated circuits

G. Gielen, T. McConaghy, T. Eeckelaert
2005 Proceedings. 42nd Design Automation Conference, 2005.  
The complexity of typical analog SoC subsystems however calls for efficient methods that can handle design hierarchy, in terms of both performance estimation and hierarchical design optimization method  ...  This paper discusses and compares recent developments in this area, with special emphasis on automated modeling and on multi-objective bottom-up hierarchical design.  ...  One could even use more than one type of performance estimator to analyze a candidate design point.  ... 
doi:10.1109/dac.2005.193939 fatcat:ydek45wp6rh2xfz73h3jgaz5ya

Page 1086 of Psychological Abstracts Vol. 48, Issue 5 [page]

1972 Psychological Abstracts  
, type-command, time- on-board, and job specialty by deployment and type- command.  ...  Computer-generated data displays dem- onstrate the feasibility and usefulness of the automated system both in making specific personnel selection decisions and in monitoring performance evaluation marking  ... 

Towards automated joining element design

Derk Hendrik Dominick Eggink, Marco Wilhelm Groll, Daniel F. Perez-Ramirez, Johannes Biedert, Christoph Knödler, Patrick Papentin
2019 Procedia Computer Science  
The methodology aims to incorporate multiple lifecycle requirements including large product variety.  ...  The methodology aims to incorporate multiple lifecycle requirements including large product variety.  ...  The paper will address state of the art in section 2, including JE design issues, requirements for automation, state of literature and AI methods in manufacturing industry.  ... 
doi:10.1016/j.procs.2019.09.163 fatcat:fe5ijickbvhxjlolsjsy4f576a

NAAS: Negotiation Automation Architecture with Buyer's Behavior Pattern Prediction Component [article]

Debajyoti Mukhopadhyay, Sheetal Vij, Suyog Tasare
2012 arXiv   pre-print
This is possible using web services on the internet. The key issue is negotiation and its automation.  ...  Negotiation is practically very complex activity to automate without human intervention so in the future we also intend to develop a new protocol which will facilitate automation of all the types of negotiation  ...  The authors of this manuscript are trying to assess the work done in this area and come up with some conclusions about how to construct as well as deploy the buyer's behavior prediction component for the  ... 
arXiv:1207.2235v1 fatcat:6sqz53e42vf65au2p4b7ymjqu4

Executing production schedules in the face of uncertainties: A review and some future directions

Haldun Aytug, Mark A. Lawley, Kenneth McKay, Shantha Mohan, Reha Uzsoy
2005 European Journal of Operational Research  
We discuss a number of issues related to problem formulation, and discuss the functions of the production schedule in the organization and provide a taxonomy of the different types of uncertainty faced  ...  We review the literature on executing production schedules in the presence of unforeseen disruptions on the shop floor.  ...  When using a predictive schedule for this purpose, it is important that all parties sign off on the plan as feasible and doable when issued.  ... 
doi:10.1016/j.ejor.2003.08.027 fatcat:di2jzlnh4rdv3lws32vqhtciti

Exploring the mechanism of crashes with automated vehicles using statistical modeling approaches

Song Wang, Zhixia Li, Yanyong Guo
2019 PLoS ONE  
AV collision types are affected by whether the vehicle is on automated driving mode, whether the crashes involve pedestrians/cyclists, as well as the roadway environment.  ...  The quantitative analysis based on ordinal logistic regression and CART models has successfully explored the mechanism of AV-related crash, via both perspectives of crash severity and collision types.  ...  Exploring the mechanism of crashes with automated vehicles using statistical modeling approaches Analysis of Collision type of AV crash Mechanism of various effects on AV collision types.  ... 
doi:10.1371/journal.pone.0214550 pmid:30921396 pmcid:PMC6438496 fatcat:7aowflvh55ewlbv6p33xjg7dhe

Editorial Special Issue on Artifical Intelligence and Information Systems on Knowledge, Technology and Service Management

Xijin Tang, Jiangning Wu
2018 Journal of Systems Science and Systems Engineering  
The research demonstrated that capturing societal risk based on on-line public concerns is feasible and meaningful.  ...  We hope this special issue presents the main endeavors of KSS community toward the complicated issues.  ... 
doi:10.1007/s11518-018-5391-7 fatcat:llafc3pbwngtvijix3lvfqxhp4

The Potential for Automated Text Evaluation to Improve the Technical Adequacy of Written Expression Curriculum-Based Measurement

Sterett H. Mercer, Milena A. Keller-Margulis, Erin L. Faith, Erin K. Reid, Sarah Ochs
2018 Learning Disability Quarterly  
The final, published version of the article can be obtained on the publisher's website at https://doi.  ...  The purpose of this study was to examine the structural and external validity of automated text evaluation with Coh-Metrix vs. traditional WE-CBM scoring for narrative writing samples (7 min duration)  ...  These feasibility issues compound when conducting universal screening of all students in a class or school, underscoring the need for more feasible ways to score WE-CBM.  ... 
doi:10.1177/0731948718803296 fatcat:otecwnsbfjbqdpaz6cedihyc6u
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