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Engineering the Decision-Making Process Using Multiple Markov Theories and DEMO
[chapter]
2015
Lecture Notes in Business Information Processing
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In this context, this paper combines information systems engineering (DEMO business transactions design) and operation research (Markov theories) to contribute to the decision-making body of knowledge. ...
For this reason, in a process-based organization, when change is demanded (e.g., business processes re-engineering) it is difficult to collect, and interpret, the complete information about the current ...
So forth, we propose and evaluate an innovative approach combining DEMO-based business process design [5, 7] ) and operations research (using Markov decision process (MDP) and partial observable Markov ...
doi:10.1007/978-3-319-19297-0_2
fatcat:kxel5yhjgfbydiz4zh5a5vfi5m
A Risk-Based Approach Supporting Enterprise Architecture Evolution
[chapter]
2015
Lecture Notes in Business Information Processing
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To that end, we rationalize on a set of design decisions that are mapped on a non deterministic finite automaton, which is then evaluated by Markov decision processes. ...
In this paper, we present an approach supporting design decision during EA evolution. The idea is to reason on (To-be) models when evolving to a posterior state. ...
consider that all the artifacts are observable and then a Markov decision processes (MDP) could be used in that situation. ...
doi:10.1007/978-3-319-25897-3_4
fatcat:fklgo4vph5cztkpsdvno4anu2i
A Decision-Theoretic Framework for Opportunistic Spectrum Access
2007
IEEE wireless communications
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Information Operations and Reports, 1215 Jefferson Davis Highway, Suite 1204, Arlington VA 22202-4302. ...
Respondents should be aware that notwithstanding any other provision of law, no person shall be subject to a penalty for failing to comply with a collection of information if it does not display a currently ...
The second author was supported in part by the DARPA Connectionless Networks Program. ...
doi:10.1109/mwc.2007.4300978
fatcat:zaqgpd7odjgihhm5euset6hkcy
Survey On Intelligent Data Repository Using Soft Computing
2015
Zenodo
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It covers similarity metrics that are commonly used to improve the efficiency of data storages. It also covers multiple decision making methodologies to improve the efficiency of decision making. ...
The Decision Matrix is a mathematical tool to deal with uncertainty and vagueness of decision systems. It has been applied successfully in all fields. ...
[14] Finale-doshi-velez,"The
infinite
partially observable
markov decision
process",Advances in neural information
processing
system,
22-2009.
[15] March 29, 2012. ...
doi:10.5281/zenodo.32280
fatcat:q2zh46vpofbq5mbojvjtd6zig4
Detecting, tracking, and exploiting spectrum opportunities in unslotted primary systems
2008
2008 IEEE Radio and Wireless Symposium
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This equivalence points to the possibility of reducing the design of spectrum overlay in unslotted primary systems to that in slotted primary systems, a significantly simpler problem, and porting results ...
available on the latter to the former. ...
framework based on the theory of constrained Partially Observable Markov Decision Process (POMDP) is developed. ...
doi:10.1109/rws.2008.4463536
fatcat:tfuohbwckjfk3bzlxw2pauizri
A New Method for User Dynamic Clustering Based On HSMM in Model of SaaS
2013
Applied Mathematics & Information Sciences
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users' behavior feature extraction model based on Hidden Semi-Markov Models (HSMM) to solve the problem of getting users hidden information on SaaS platform first. ...
in every iterative process, finally gets optimal clustering results. ...
The authors are grateful to the anonymous referee for a careful checking of the details and for helpful comments that improved this paper. ...
doi:10.12785/amis/070325
fatcat:w22jcs4vrrhippqjekny7ngsq4
Learning Frameworks for Dynamic Joint RF Energy Harvesting and Channel Access
2019
IEEE Access
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The second strategy is an opportunistic sensing framework for the Markovian MAB when the state of the underlying Markov process is partially observed. ...
The simulation results show that lower regrets can be obtained with more information on the underlying Markov process of the MAB. ...
Based on the partially observed Markov decision process (POMDP) framework, we propose a greedy strategy to select the channel pair with the highest believed future reward. ...
doi:10.1109/access.2019.2925281
fatcat:lqewnlhd45dcblmmjgm6arzsqu
Security Risk Management via Dynamic Games with Learning
2011
2011 IEEE International Conference on Communications (ICC)
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In practice, the parameters of the Markov game may not be known due to the costly nature of collecting and processing information about the adversary as well an organization with many components itself ...
This paper presents a game theoretic and learning approach to security risk management based on a model that captures the diffusion of risk in an organization with multiple technical and business processes ...
In many cases and scenarios, the agents operate under limited information and are unable to correctly assess the Markov model. ...
doi:10.1109/icc.2011.5963330
dblp:conf/icc/BommannavarAB11
fatcat:sp7ht5e5qjhnvp5gvlj2g3rxoq
Towards Probabilistic Modelling in Event-B
[chapter]
2010
Lecture Notes in Computer Science
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Author manuscript, published in "Integrated Formal Methods -IFM 2010 6396 (2010) 275-289" process (or, in special cases, a Markov chain). ...
We show how to transform an Event-B model into a Markov model amendable for probabilistic reliability analysis. ...
We also wish to thank the anonymous reviewers for their helpful comments. ...
doi:10.1007/978-3-642-16265-7_20
fatcat:jghwxcymyfgr5j2mtwscuwzof4
A Risk Management Approach for a Sustainable Cloud Migration
2017
Journal of Risk and Financial Management
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We use Dempster Shafer (D-S) theory to measure the adequacy of controls and apply semi-quantitative approach to perform risk analysis based on the theory of belief. ...
The risk exposure for each sustainability dimension allows us to determine the viability of cloud migration. A practical migration use case is considered to determine the applicability of our work. ...
All authors contributed to the write up and review and have approved the paper manuscript.
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/jrfm10040020
fatcat:bfm6ufbkjrhrhhfjbcqktioyjm
Simulation Methods in the Healthcare Systems
[chapter]
2014
Complex Systems Design & Management
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However, based on our experience in the French heath sector (Jean et al. 2012) , we found these methods are not widely used in comparison with other areas as manufacturing and logistic. ...
They need to be well managed in order to create the desired values for its stakeholders as the patients, the medical staff and the industrials working for healthcare. ...
Markov models Markov models are stochastic models (Hidden Markov model; Markov chain; Markov chain Monte Carlo; Markov decision process; partially observable Markov decision process) describing a sequence ...
doi:10.1007/978-3-319-02812-5_11
dblp:conf/csdm/KhudyakovJJCB13
fatcat:gmfnsr5nibaoxmlws34zjb3d5m
Data-centric decision support
2002
Proceedings of the 2002 American Control Conference (IEEE Cat. No.CH37301)
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The paper deals with both methodological and practical aspects of design, implementation and application of datacentric decision support systems powered by the historical process and business data. ...
The paper is written from the product development and corporate R&D perspective and discusses major decisions and traps on the developers' way from the original idea to its commercial use. ...
Process vs. Business Culture. DSS often requires data and knowledge from both process and business communities. ...
doi:10.1109/acc.2002.1025318
fatcat:6odf3hdayzfktplxpg4u6jyxte
Joint Design and Separation Principle for Opportunistic Spectrum Access
2006
2006 Fortieth Asilomar Conference on Signals, Systems and Computers
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Index Terms-Cognitive radio, opportunistic spectrum access, partially observable Markov decision process (POMDP). ...
This joint design is formulated as a constrained partially observable Markov decision process (POMDP), and a separation principle is established. ...
Markov decision processes (POMDPs). ...
doi:10.1109/acssc.2006.354838
fatcat:lm74iqxshnfrhgjquk2gwinnba
Gap Structure and Characteristic Properties for Analysing Buyers' Burstiness in e-Business Process
2018
Proceedings of the 8th International Joint Conference on Pervasive and Embedded Computing and Communication Systems
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Models based on gap processes for the analysis of buyers' burstiness in e-business process have attracted an increased research interest in order to succeed in the optimization of e-business process. ...
Optimization of e-business process allows increasing earning profits in e-business. ...
ACKNOWLEDGEMENTS This work has been supported by Baltisch-Deutsches HochschulKontor within the project "Advances in Data Mining II: Interdisciplinary Studies". ...
doi:10.5220/0006870801610172
dblp:conf/peccs/AhrensZP18
fatcat:gfpadzmi7rhrjfizdwxopfjrui
Product-based workflow support
2011
Information Systems
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Despite the industrial need for the improvement of information-intensive business processes, few scientifically grounded approaches exist to support such initiatives. ...
To support the end user in making sensible decisions, we describe two alternative approaches to provide her with recommendations to this end. ...
Their work enabled us to realize the workflow solution presented in this paper. ...
doi:10.1016/j.is.2010.09.008
fatcat:7tpag37xwrb4niwd5lmwzvrq5a
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