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Budgeted Reinforcement Learning in Continuous State Space [article]

Nicolas Carrara, Edouard Leurent, Romain Laroche, Tanguy Urvoy, Odalric-Ambrym Maillard, Olivier Pietquin
<span title="2019-05-27">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
A Budgeted Markov Decision Process (BMDP) is an extension of a Markov Decision Process to critical applications requiring safety constraints.  ...  It relies on a notion of risk implemented in the shape of a cost signal constrained to lie below an - adjustable - threshold.  ...  We thank Guillaume Gautier, Fabrice Clerot, Xuedong Shang for the helpful discussions and valuable insights.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1903.01004v3">arXiv:1903.01004v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jtitcihjtjcu3ebfa5lxuancpq">fatcat:jtitcihjtjcu3ebfa5lxuancpq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191221205643/https://arxiv.org/pdf/1903.01004v3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/2e/f4/2ef480614f3bb9034c4796404febd7f64bfc48fe.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1903.01004v3" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Application of Constrained Optimization Methods in Health Services Research: Report 2 of the ISPOR Optimization Methods Emerging Good Practices Task Force

William Crown, Nasuh Buyukkaramikli, Mustafa Y. Sir, Praveen Thokala, Alec Morton, Deborah A. Marshall, Jonathan C. Tosh, Maarten J. Ijzerman, William V. Padula, Kalyan S. Pasupathy
<span title="">2018</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tos277qsl5cxhplp2mhsa6h5p4" style="color: black;">Value in Health</a> </i> &nbsp;
The second case illustrates application of the Markov Decision Process to find the optimal strategy for treating type 2 diabetes patients for hypercholesterolemia using statins.  ...  with the ultimate clinical decision or policy choice.  ...  The Markov Decision Process (MDP) approach provides an ideal framework [17] to study such problems for identifying critical initiation points.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jval.2018.05.003">doi:10.1016/j.jval.2018.05.003</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/30224103">pmid:30224103</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rd77snf4jbesvkk7ri7ppqdcxq">fatcat:rd77snf4jbesvkk7ri7ppqdcxq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200505151421/https://ris.utwente.nl/ws/files/75447684/Crown2018application.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/77/a2/77a259a2fb00e5ce0c6f133d2c686f62b98d647f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jval.2018.05.003"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Asset management and maintenance programming for power distribution systems: A review

Mina Mirhosseini, Farshid Keynia
<span title="2021-04-04">2021</span> <i title="Institution of Engineering and Technology (IET)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s4fcnj476fcgreo2427bi6ki6a" style="color: black;">IET Generation, Transmission &amp; Distribution</a> </i> &nbsp;
Security and continuous proper functioning of the power system is a vital issue for supplying demands.  ...  Up to now, much research has been done on the proper planning of maintenance in different parts of the network with a focus on cost savings, improved system performance and reliability, and reduced shutdowns  ...  For this reason, different decision-making methods are used to allocate a limited budget to critical and sensitive components.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1049/gtd2.12177">doi:10.1049/gtd2.12177</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/p3rm3x6wjrcn5eqfby5hipxas4">fatcat:p3rm3x6wjrcn5eqfby5hipxas4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210715012135/https://ietresearch.onlinelibrary.wiley.com/doi/pdfdirect/10.1049/gtd2.12177" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/37/b8/37b85a237a9cf5e24bcd30ef5d30e818b40bb12c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1049/gtd2.12177"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Machine Learning-Driven Virtual Bidding with Electricity Market Efficiency Analysis [article]

Yinglun Li, Nanpeng Yu, Wei Wang
<span title="2021-04-06">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
This paper develops a machine learning-driven portfolio optimization framework for virtual bidding in electricity markets considering both risk constraint and price sensitivity.  ...  The LMP spread sensitivity with respect to net virtual bids is modeled as a monotonic function with the proposed constrained gradient boosting tree.  ...  profit with limited risks.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2104.02754v1">arXiv:2104.02754v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/katpzlf3dzhjdazvl4h4vmn6bm">fatcat:katpzlf3dzhjdazvl4h4vmn6bm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210409042849/https://arxiv.org/pdf/2104.02754v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b2/b8/b2b8e0101b9c65d0b582ec30c5070a9bc12310d6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2104.02754v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Optimization Method to Address Psychosocial Risks through Adaptation of the Multidimensional Knapsack Problem

Marta Lilia Eraña-Díaz, Marco Antonio Cruz-Chávez, Fredy Juárez-Pérez, Juana Enriquez-Urbano, Rafael Rivera-López, Mario Acosta-Flores
<span title="2021-05-16">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ye33srllvnanjouxn4tmrfgjsq" style="color: black;">Mathematics</a> </i> &nbsp;
Next, a mathematical model is built using the identified psychosocial risk factors information and the company budget for risk factors attention.  ...  This subset is according to the budgets assigned for each of the company's departments.  ...  [28] developed data processing algorithms with real-time warning indicators for evaluating and signaling risk positions through a smartphone.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/math9101126">doi:10.3390/math9101126</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xbucdyjuozhvxoz27i63ths37i">fatcat:xbucdyjuozhvxoz27i63ths37i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210518005746/https://res.mdpi.com/d_attachment/mathematics/mathematics-09-01126/article_deploy/mathematics-09-01126.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c4/35/c435ce004817ccd6fb8bb68db6e22fe265a7ef1b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/math9101126"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

E-PAYMENT SYSTEMS RISKS, OPPORTUNITIES, AND CHALLENGES FOR IMPROVED RESULTS IN E-BUSINESS

Mohamed Nasr, Mohamed Farrag, Mona Nasr
<span title="2020-06-01">2020</span> <i title="Egypts Presidential Specialized Council for Education and Scientific Research"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wloedbdfcffl3cdn2dehdftvby" style="color: black;">International Journal of Intelligent Computing and Information Sciences</a> </i> &nbsp;
This paper presents an overview study for e-payments opportunities, challenges and different risks for e-payments specially fraud as it is one of the most critical threats to e-payments field and it is  ...  E-payments have many systems and opportunities in the field of e-business, but it is facing many risks and challenges.  ...  [8] . they have proposed a system which detect fraud in credit card transaction processing using a decision tree with combination of Luhn's algorithm and Hunt's algorithm In another research for credit  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21608/ijicis.2020.31514.1018">doi:10.21608/ijicis.2020.31514.1018</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ylrrkqquyvhgvjbm3de7nzmmsi">fatcat:ylrrkqquyvhgvjbm3de7nzmmsi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220224100335/https://ijicis.journals.ekb.eg/article_106976_3b00d027096e3532f642549db287be35.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/2e/68/2e68709c6300a7d0112789b075180927b20e6eff.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21608/ijicis.2020.31514.1018"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Transportation infrastructure asset management modeling using Markov decision process under epistemic uncertainties

Yun Bai, Saeed Babanajad, Zheyong Bian
<span title="2021-10-25">2021</span> <i title="Emerald"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ajvjlpbwvzb37bfg2tk4opiqae" style="color: black;">Smart and Resilient Transport</a> </i> &nbsp;
Purpose Transportation infrastructure asset management has long been an active but challenging problem for agencies, which urges to maintain a good state of their assets but faces budgetary limitations  ...  Design/methodology/approach The analytical framework is further developed through a series of model variations, scenario and sensitivity analysis, simulation processes and numerical experiments to show  ...  Markov decision process Optimal budget One of the key research questions of the LCCA analysis is how to determine the optimal budget.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1108/srt-11-2020-0026">doi:10.1108/srt-11-2020-0026</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/26lykll3yjbbnf5usri2mh37te">fatcat:26lykll3yjbbnf5usri2mh37te</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211216142717/https://www.emerald.com/insight/content/doi/10.1108/SRT-11-2020-0026/full/pdf?title=transportation-infrastructure-asset-management-modeling-using-markov-decision-process-under-epistemic-uncertainties" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9f/41/9f412904272a5ab89f7ee446772a4e2a580acdee.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1108/srt-11-2020-0026"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Optimizing Implementation of Hepatitis C Birth-Cohort Screening and Treatment Strategies

Yuankun Li, Hao Huang, Zelda B. Zabinsky, Shan Liu
<span title="2017-01-01">2017</span> <i title="SAGE Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5dorzktfframbgpge56ytfs63e" style="color: black;">MDM Policy &amp; Practice</a> </i> &nbsp;
The US health care systems are ramping up costly HCV screening and treatment efforts with limited budget.  ...  With higher budget, better population health outcomes are achieved by reserving some budget for HCV screening while implementing a priority-based treatment strategy.  ...  Jeremy Goldhaber-Fiebert at Stanford University for their valuable insights and helpful comments on this research.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1177/2381468316686795">doi:10.1177/2381468316686795</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/30288414">pmid:30288414</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6124932/">pmcid:PMC6124932</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/f4akuluz6re2bd2eqgyqorokpm">fatcat:f4akuluz6re2bd2eqgyqorokpm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190220125335/http://pdfs.semanticscholar.org/23dd/ce01ebb41f3e268a5ea5a54a9a9d0fb2d7bd.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/23/dd/23ddce01ebb41f3e268a5ea5a54a9a9d0fb2d7bd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1177/2381468316686795"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> sagepub.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6124932" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Budget Impact Analysis of Delayed-Release Dimethylfumarate In The Treatment of Relapsing-Remitting Multiple Sclerosis In Italy

G Furneri, C Marchesi, L Santoni
<span title="">2015</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tos277qsl5cxhplp2mhsa6h5p4" style="color: black;">Value in Health</a> </i> &nbsp;
Utilising UKPDS 82 baseline values resulted in 877 macrovascular and 133 microvascular events predicted with 691 to 1,181 and 116 to 182, respectively, predicted in sensitivity analyses; drivers of risk  ...  Results: The case study demonstrated that our dynamic population modelling method offers an efficient approach to quantify annual as well as total health and costs for different decision time spans.  ...  PRM98 InvestIgatIng tHe IMPact of conteMPoRaRy RIsk factoRs foR DIaBetes coMPlIcatIons anD tHeIR evolutIon on RIsk PReDIctIon usIng tHe ukPDs 82 equatIons PRM99 BetteR ReIMBuRseMent DecIsIon-MakIng BaseD  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jval.2015.09.2619">doi:10.1016/j.jval.2015.09.2619</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/26533924">pmid:26533924</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lqfc6kg6ubgnhim3snr52vul4u">fatcat:lqfc6kg6ubgnhim3snr52vul4u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190417043433/https://core.ac.uk/download/pdf/81121031.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fc/c4/fcc4c79f3c0271edf188ce0641dac0519714c35f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jval.2015.09.2619"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Geographic Resource Allocation Based on Cost Effectiveness: An Application to Malaria Policy

Tom L. Drake, Yoel Lubell, Shwe Sin Kyaw, Angela Devine, Myat Phone Kyaw, Nicholas P. J. Day, Frank M. Smithuis, Lisa J. White
<span title="2017-02-10">2017</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/d7judt5bprhz7k3h3wptwgz3tm" style="color: black;">Applied Health Economics and Health Policy</a> </i> &nbsp;
Key Points for Decision Makers Geographic heterogeneity in disease risk and other factors is important to malaria control and elimination policy.  ...  This paper describes a framework for geographically targeted budget allocation based on the principles of cost-effectiveness analysis and applied to priority setting in malaria control and elimination.  ...  Calculation of the correct ICERs emerges in the process of the algorithm described in Sect. 2.1.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s40258-017-0305-2">doi:10.1007/s40258-017-0305-2</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/28185133">pmid:28185133</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC5427090/">pmcid:PMC5427090</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/c77ge4cwqna37jtmfx4ht3rkwy">fatcat:c77ge4cwqna37jtmfx4ht3rkwy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171016204401/http://publisher-connector.core.ac.uk/resourcesync/data/Springer-OA/pdf/9f4/aHR0cDovL2xpbmsuc3ByaW5nZXIuY29tLzEwLjEwMDcvczQwMjU4LTAxNy0wMzA1LTIucGRm.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a2/f2/a2f2d45c7843694f6cfbb480f4f8b32a10d4e894.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s40258-017-0305-2"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5427090" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Optimizing Resource Allocation for Secure SDN-based Virtual Network Migration

Fabien Charmet, Gregory Blanc, Christophe Kiennert
<span title="">2019</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6at4l6ybkzfgpezv5x4vq24upu" style="color: black;">2019 IEEE 18th International Symposium on Network Computing and Applications (NCA)</a> </i> &nbsp;
BACKGROUND OF MARKOV DECISION PROCESSES In this section we give a formal definition of a Markov Decision Process (MDP) and present a common algorithm to solve it.  ...  Then we determine the optimal monitoring resources allocation in this context with a Markov Decision Process.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/nca.2019.8935027">doi:10.1109/nca.2019.8935027</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/nca/CharmetBK19.html">dblp:conf/nca/CharmetBK19</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ku5n6h4b5rayhgtnbbwo36ul4m">fatcat:ku5n6h4b5rayhgtnbbwo36ul4m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200510013433/https://hal.archives-ouvertes.fr/hal-02438632/document" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d9/ad/d9ad672b6c8fc4611f7fa53e9d01012ae7adad9f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/nca.2019.8935027"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Sequential approaches for learning datum-wise sparse representations

Gabriel Dulac-Arnold, Ludovic Denoyer, Philippe Preux, Patrick Gallinari
<span title="2012-08-10">2012</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/h4nnd7sxwzcwhetu5qkjbcdh6u" style="color: black;">Machine Learning</a> </i> &nbsp;
This is the case in particular for cost-sensitive and limited-budget classification, where feature acquisition is costly and is often performed sequentially.  ...  This representation is obtained by way of a sequential decision process that sequentially chooses which features to acquire before classifying a particular point; this process is learned through algorithms  ...  The authors gratefully acknowledge the many discussions with Dr. Francis Maes.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10994-012-5306-7">doi:10.1007/s10994-012-5306-7</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xteeoclcurbbdepxeqterv4h5m">fatcat:xteeoclcurbbdepxeqterv4h5m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190314053135/https://core.ac.uk/download/pdf/51215470.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/49/de/49de4d0643e62881ca04d9efcfb8253aae38ccac.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10994-012-5306-7"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Optimization for Risk Decision-Making through Simulated Annealing

Marta Lilia Erana-Diaz, Marco Antonio Cruz-Chavez, Rafael Rivera-Lopez, Beatriz Martinez-Bahena, Erika Yesenia Avila-Melgar, Martin H. Cruz-Rosales
<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
Next, these solutions are processed by the k-means clustering algorithm for identifying three categories, and with a decision tree classifier, the most relevant elements of each one are obtained.  ...  In this paper, a computational methodology combining the simulated annealing algorithm with two machine learning techniques to select a near-optimal safeguard set for business risk response is presented  ...  Its importance lies in supporting the risk decision-making process using a limited budget, focus on improving the company's maximum benefits.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.3005084">doi:10.1109/access.2020.3005084</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2gwsshrczbbnhcg7sdrnsbt2xm">fatcat:2gwsshrczbbnhcg7sdrnsbt2xm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201107045049/https://ieeexplore.ieee.org/ielx7/6287639/6514899/09125878.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/2e/dd/2edde27ee717b28c9fbbbcf9d59f06c4bbf4e222.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.3005084"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>

Integrated Decision Support System for Optimal Renewal Planning of Sewer Networks

Mahmoud R. Halfawy, Leila Dridi, Samar Baker
<span title="">2008</span> <i title="American Society of Civil Engineers (ASCE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kv4f5udivva3nmdwkr5oqm3diq" style="color: black;">Journal of computing in civil engineering</a> </i> &nbsp;
Access and use of this website and the material on it are subject to the Terms and Conditions set forth at Integrated decision support system for optimal renewal planning of sewer networks Halfawy, M.  ...  support system for optimal renewal planning of sewer networks NRCC-50095 Halfawy, M.R.; Dridi, L.; Baker, S.  ...  The authors are grateful to the anonymous reviewers for their valuable suggestions to improve this paper.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1061/(asce)0887-3801(2008)22:6(360)">doi:10.1061/(asce)0887-3801(2008)22:6(360)</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/iktbvyqbnnbybdb636mmgk7uzy">fatcat:iktbvyqbnnbybdb636mmgk7uzy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200305185824/https://nrc-publications.canada.ca/eng/view/accepted/?id=304619cf-bb15-48af-b431-0c4ea0ee4f3b" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b0/48/b048272efded3c9ecfd12ef540488bed678987cc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1061/(asce)0887-3801(2008)22:6(360)"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Network-level optimization of pavement maintenance renewal strategies

Jesus M. de la Garza, Sercan Akyildiz, Doug R. Bish, Denise A. Krueger
<span title="">2011</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jjncpntwzzhwvdgo4fxfwndiwy" style="color: black;">Advanced Engineering Informatics</a> </i> &nbsp;
A decision-making tool is developed using Frontline Systems' Risk Solver Platform add-in for Microsoft Office Excel.  ...  Maintenance managers must allocate such limited budgets among competing alternatives. Absence of simpler decision-making tools exacerbates the matter.  ...  algorithm is efficient and flexible.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.aei.2011.08.002">doi:10.1016/j.aei.2011.08.002</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/x4kzgoycbbeabkq5vntdgcnm5u">fatcat:x4kzgoycbbeabkq5vntdgcnm5u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20151020121539/http://www.champs.eng.vt.edu/Documents/Research/AEI%20Network%20Level.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ab/0e/ab0efff8077733f0f97ab721ca86845e6ce4e612.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.aei.2011.08.002"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>
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