A sequential decision process for the system-level design of structural frames
Sign Up to like & getrecommendations! Published in 2017 at "Structural and Multidisciplinary Optimization"
DOI: 10.1007/s00158-017-1697-1
Abstract: The building design community is currently experiencing a shift towards generating more resilient and sustainable designs that are also safe and economic. Integrating these broad, often conflicting, factors into design causes the design process to… read more here.
Keywords: structural frames; system level; decision process; process ... See more keywords
Personalize, Summarize or Let them Read? A Study on Online Word of Mouth Strategies and Consumer Decision Process
Sign Up to like & getrecommendations! Published in 2021 at "Information Systems Frontiers"
DOI: 10.1007/s10796-020-09980-9
Abstract: This study integrates theories of task complexity and cognitive stopping rule to understand how complexity of information environment impacts uncertainty, effectiveness and efficiency of consumers’ decision process. Using the reviews provided by an online retailer,… read more here.
Keywords: decision; effectiveness efficiency; complexity; personalize summarize ... See more keywords
Designing Energy Efficient Strategies Using Markov Decision Process for Crowd-Sensing Applications
Sign Up to like & getrecommendations! Published in 2020 at "Mobile Networks and Applications"
DOI: 10.1007/s11036-020-01522-6
Abstract: In mobile crowd-sensing, smartphone users take part in sensing and then share the data to the server (cloud) and get an incentive. These data can be utilized for providing better services to improve quality of… read more here.
Keywords: crowd; energy; markov decision; decision process ... See more keywords
Universality of neutral models: decision process in politics
Sign Up to like & getrecommendations! Published in 2019 at "Palgrave Communications"
DOI: 10.1057/s41599-019-0222-0
Abstract: Political elections exemplify complex decision processes in human populations. Data of proportional elections show a striking feature at different spatial scales, across years, and for several democracies: when ranking the parties according to their number… read more here.
Keywords: decision; models decision; neutral models; universality neutral ... See more keywords
Application of Markov decision process in scheduling strategy on cloud storage
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Interdisciplinary Mathematics"
DOI: 10.1080/09720502.2018.1498309
Abstract: Abstract Storage density of the traditional cloud storage system is not big and the comprehensive storage efficiency is low. When the large amount of data increases dramatically, the storage efficiency of the system would be… read more here.
Keywords: decision process; storage; markov decision; cloud storage ... See more keywords
Intelligent decision making for overtaking maneuver using mixed observable Markov decision process
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Intelligent Transportation Systems"
DOI: 10.1080/15472450.2017.1334558
Abstract: ABSTRACT Overtaking maneuver is one of the most dangerous scenarios for road vehicles especially in two-way roads. In this article, we propose a new formulation for the problem of overtaking in two-way roads using the… read more here.
Keywords: decision; markov decision; mixed observable; decision process ... See more keywords
A New Markov Decision Process Based Behavioral Prediction System for Airborne Crews
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2019.2961239
Abstract: In order to ensure the normal and stable flights in the aircraft, a variety of sensors and corresponding instrumentation systems have been applied on the aircraft to monitor/control the current flight status, and the resulted… read more here.
Keywords: markov decision; system; decision process; flight ... See more keywords
Equivalence of Optimality Criteria for Markov Decision Process and Model Predictive Control
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2023.3277309
Abstract: This paper shows that the optimal policy and value functions of a Markov Decision Process (MDP), either discounted or not, can be captured by a finite-horizon undiscounted Optimal Control Problem (OCP), even if based on… read more here.
Keywords: decision process; markov decision; control; model ... See more keywords
Joint Extraction of Entities and Relations Using Reinforcement Learning and Deep Learning
Sign Up to like & getrecommendations! Published in 2017 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2017/7643065
Abstract: We use both reinforcement learning and deep learning to simultaneously extract entities and relations from unstructured texts. For reinforcement learning, we model the task as a two-step decision process. Deep learning is used to automatically… read more here.
Keywords: extraction; learning; entities relations; deep learning ... See more keywords
Comparing Forecaster Eye Movements during the Warning Decision Process
Sign Up to like & getrecommendations! Published in 2018 at "Weather and Forecasting"
DOI: 10.1175/waf-d-17-0119.1
Abstract: AbstractAn eye-tracking experiment was conducted to examine whether differences in forecasters’ eye movements provide further insight into how radar update speed impacts their warning decision process. In doing so, this study also demonstrates the applications… read more here.
Keywords: warning decision; decision process; eye; eye movements ... See more keywords
Contextualizing Senior Executive Advice Seeking: The Role of Decision Process Comprehensiveness and Empowerment Climate
Sign Up to like & getrecommendations! Published in 2019 at "Organization Studies"
DOI: 10.1177/0170840619830128
Abstract: Senior executives can seek advice both inside and outside the boundaries of the organization and that can affect the choices made and the overall direction of the organization. Perceived environmental dynamism is a primary antecedent… read more here.
Keywords: decision process; advice seeking; process comprehensiveness; advice ... See more keywords