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Kexin Rong, Peter Bailis
2017 Proceedings of the VLDB Endowment  
We propose an alternative: to better prioritize end users' attention, smooth time series visualizations as much as possible to remove noise, while retaining large-scale structure to highlight significant  ...  We develop a new analytics operator called ASAP that automatically smooths streaming time series by adaptively optimizing the trade-off between noise reduction (i.e., variance) and trend retention (i.e  ...  Therefore, to prioritize user attention, we wish to smooth as much as possible while preserving systematic deviations in time series visualizations.  ... 
doi:10.14778/3137628.3137645 fatcat:kvrrivbuxfcwtdcliqz2z2ereu


Zhou Shao, Muhammad Aamir Cheema, David Taniar, Hua Lu
2016 Proceedings of the VLDB Endowment  
Panagiotis Bouros, Nikos Mamoulis 1346 ASAP: Prioritizing Attention via Time Series Smoothing ............................................................. .............................................  ...  Alessandro Lulli, Matteo Dell'Amico, Pietro Michiardi, Laura Ricci 157 Interactive Time Series Exploration Powered by the Marriage of Similarity Distances .................. ...........................  ... 
doi:10.14778/3025111.3025115 fatcat:2vi4x3dmlvfohndw5iw2xoibnq

Mr. Plotter: Unifying Data Reduction Techniques in Storage and Visualization Systems [article]

Sam Kumar, Michael P Andersen, David E. Culler
2021 arXiv   pre-print
Existing approaches generally seek to decouple storage and visualization systems, performing just-in-time data reduction to transparently avoid overloading the visualizer.  ...  ASAP (2017) Automatic Smoothing for Attention Prioritization (ASAP) [29] , is a timeseries visualization operator that computes a moving average over a timeseries, to draw the user's attention to anomalies  ...  The smoothed timeseries that ASAP produces does not convey this information, though the authors note that ASAP could be used in conjunction with a plot of raw data.  ... 
arXiv:2106.12505v1 fatcat:inqwjydf7zagrd6p5yqxygzvri

Gender, risk assessment and coercive control: Contradictions in terms?

Charlotte Barlow, Sandra Walklate
2021 British Journal of Criminology  
The second raises a series of questions concerning the potential of these practices to address coercive control.  ...  Importantly, these observations serve to remind us that these tools smooth out gendered understandings of who is a risk and what is risky (as indicated in the discussion above) and simultaneously smooth  ... 
doi:10.1093/bjc/azaa104 fatcat:5weftdul4rb3hgrm46whsvinb4

Earned Schedule min-max: Two new EVM metrics for monitoring and controlling projects

P. Ballesteros-Pérez, E. Sanz-Ablanedo, Daniel Mora-Melià, Mª.C. González-Cruz, J.L. Fuentes-Bargues, E. Pellicer
2019 Automation in Construction  
This, and ES max via a single parameterδ.  ...  For the interested reader, this series of values was adopted (instead of a SP series with constant 10% intervals like 10%, 20%, 30% and so on) becauseof the total number of activities per project.  ... 
doi:10.1016/j.autcon.2019.03.016 fatcat:3tnadm6ffjc7tasqqmg57dn23u

A Model-Free Time Series Segmentation Approach for Land Cover Change Detection

Ashish Garg, Lydia Manikonda, Shashank Kumar, Vikrant Krishna, Shyam Boriah, Michael S. Steinbach, Durga Toshnival, Vipin Kumar, Christopher Potter, Steven A. Klooster
2011 Conference on Intelligent Data Understanding  
series over time and space.  ...  to changed time series in DS-N8.  ...  Time series smoothing methods should thus be considered the most aggressive because generally every observation of the original time series is modified without identifying trustworthy observations.  ... 
dblp:conf/cidu/GargMKKBSTKPK11 fatcat:yur5kmzxovbuxczf6lrix43viy

The Antarctic Impulsive Transient Antenna ultra-high energy neutrino detector: Design, performance, and sensitivity for the 2006–2007 balloon flight

P.W. Gorham, P. Allison, S.W. Barwick, J.J. Beatty, D.Z. Besson, W.R. Binns, C. Chen, P. Chen, J.M. Clem, A. Connolly, P.F. Dowkontt, M.A. DuVernois (+31 others)
2009 Astroparticle physics  
The prioritizer looks at a number of event characteristics to determine priority.  ...  A firmware error in a commercial Global-Position System (GPS) unit used for flight synchronization caused a series of in-flight timekeeping errors which led to a drift in payload time vs. real time; this  ... 
doi:10.1016/j.astropartphys.2009.05.003 fatcat:h3kxjvmfejfzvmcectsdandsui

Periodic Refresher Emails for Emergency Department Mass Casualty Incident Plans

Jessie G Nelson, Sara Hevesi, Robert Welborn, Krista R Carlson, Benjamin Eide, Merideth Winkler, Marissa Peterson, Elizabeth Ramey
2020 Journal of Education and Teaching in Emergency Medicine  
Determine when patient's airway establishment should goes to the OR and in what order in the case of an MCI be prioritized during an MCI 2. Prioritize injuries needing timely OR intervention in 2.  ...  Prioritize injuries needing timely OR intervention in 1 . 1 Recognize when to deviate from standard reprocessing procedures 2.  ...  -RN/medic • "My attention span is short, I work in an ED!"  ... 
doi:10.5070/m553049153 fatcat:oguhhukeurazvkj4nwbdxfmrvy

A Systematic Review of Deep Learning Approaches to Educational Data Mining

Antonio Hernández-Blanco, Boris Herrera-Flores, David Tomás, Borja Navarro-Colorado
2019 Complexity  
Different machine learning techniques have been applied in this field over the years, but it has been recently that Deep Learning has gained increasing attention in the educational domain.  ...  They consist of a single layer of output nodes, where inputs are sent directly to the output via a series of weights. Each node calculates the sum of the products of the weights and the inputs.  ...  In fact, there were a specific competition for this task called ASAP ( whose dataset has been used in different works [21, 40, 54] .  ... 
doi:10.1155/2019/1306039 fatcat:dhrisvjatbhgnn77otztfjwgvi

From Data to Software to Science with the Rubin Observatory LSST [article]

Katelyn Breivik, Andrew J. Connolly, K. E. Saavik Ford, Mario Jurić, Rachel Mandelbaum, Adam A. Miller, Dara Norman, Knut Olsen, William O'Mullane, Adrian Price-Whelan, Timothy Sacco, J. L. Sokoloski (+88 others)
2022 arXiv   pre-print
(i) scalable cross-matching and distributed joining of catalogs, (ii) robust photometric redshift determination, (iii) software for determination of selection functions, (iv) frameworks for scalable time-series  ...  Identifying and developing such tools ahead of time has the potential to significantly accelerate the delivery of early science from LSST.  ...  Time Series There were multiple technical cases for time series. C.4.1. Parametric Fitting Contributors: Catarina S.  ... 
arXiv:2208.02781v1 fatcat:nt2uwu72mnextiixwhdrkft2zi

A Review of Targeted Observations

Sharanya J. Majumdar
2016 Bulletin of The American Meteorological Society - (BAMS)  
The initiation of the THORPEX 1 era (Parsons et al. 2017) provided an organizational framework to aim toward this grand goal, via a series of international field campaigns and assimilation studies that  ...  at time t υ .  ... 
doi:10.1175/bams-d-14-00259.1 fatcat:46nzpvckm5c6jnh3giaryzhycy

Oman: Report on Observance of Standards and Codes (ROSC)—Data Module Volume I

International Monetary Fund
2015 IMF Staff Country Reports  
NCSI launched new website and the time series will be available in PDF format and we will make sure to make it user friendly ASAP. 7.  ...  NCSI rebased the CPI on a monthly basis from 2012 and it will be available on the NCSI website ASAP. 6. Disseminate detailed monthly time series on the NCSI website in a user-friendly format.  ...  Quality dimension  the dissemination of documentation on statistical methodology and sources used in preparing statistics; and  the dissemination of component detail and/or additional data series that  ... 
doi:10.5089/9781513550985.002 fatcat:6sc2q4gn3naghcfcva6vxeuldq

Stock Assessment Update of 14 Northeast Groundfish Stocks Through 2018

The most recent survey values remain below the mean of their time series.  ...  The most recent survey values remain below the mean of their time series.  ...  The AOP supported the proposed 'Plan B' for this stock (Loess Smoothing).  ... 
doi:10.25923/373c-r075 fatcat:hc5d53kidnherefcidqlk7jliu

Operation Scheduling: Algorithms and Applications [chapter]

Gang Wang, Wenrui Gong, Ryan Kastner
High-Level Synthesis  
automatically constructs a high quality time/area tradeoff curve in a fast, effective manner.  ...  In this chapter, we try to give a comprehensive coverage on the heuristic algorithms currently available for solving both timing and resource constrained scheduling problems.  ...  t S i and t L i are the ASAP and ALAP times respectively).  ... 
doi:10.1007/978-1-4020-8588-8_13 fatcat:r22xasojkzdurg3ecbswubytay

Central Bank Risk Management, Fintech, and Cybersecurity

Ashraf Khan, Majid Malaika
2021 IMF Working Papers  
In an RTGS, transfers from one bank to another take place in real time and on a gross basis. RTGS' are essential for a smooth and efficient banking system.  ...  IMF Special Series on COVID- Distributed Ledger Technology Experiments in Payments and Settlements Box 1.  ... 
doi:10.5089/9781513582344.001 fatcat:fucvfzxltnbzvmzrua2iclxmtm
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