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Optimal Travel Route Recommendation Mechanism Based on Neural Networks and Particle Swarm Optimization for Efficient Tourism Using Tourist Vehicular Data
2019
Sustainability
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In this work, we propose an optimal route recommendation mechanism for the prediction of the next tourist attraction and optimal route recommendation to the predicted tourist attraction. ...
The data used is the tourism data of Jeju Island from December 2016 to December 2017. ...
Recommendations are made based on a weighted tree that takes into account the time to drive, distance, velocity, and the attractiveness of the destination from an uncrowded to crowded hot spot for the ...
doi:10.3390/su11123357
fatcat:hs7b772hdbgm3ieakjqzdwfqxa
An Effective Hybrid Approach for Forecasting Currency Exchange Rates
2021
Sustainability
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In this study, we develop a new forecasting approach referred to as FSPSOSVR, which is able to accurately predict exchange rates by combining particle swarm optimization (PSO), random forest feature selection ...
PSO is used to obtain the optimal SVR parameters for predicting exchange rates. ...
Materials and Methods
Overview of Techniques In order to accurately predict the exchange rate, a hybrid model named FSPSOSVR is proposed, which consists of random forest (RF), PSO, and SVR. ...
doi:10.3390/su13052761
fatcat:qznkidldfzavvh4sa4atlegz7i
The Vessel Schedule Recovery Problem (VSRP) – A MIP model for handling disruptions in liner shipping
2013
European Journal of Operational Research
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in number of services for taxis. ...
for the optimization of plants and entire supply chains that are involved in EWO problems. ...
Finally, a recommended solutions are presented and analyzed based on the strategic plan and can provide valuable insights for tourism administrators and academics in international tourism market. ...
doi:10.1016/j.ejor.2012.08.016
fatcat:c27kagfnxnhjfbil2rydhjhomm
Comparative Analysis of Different Machine Learning Classifiers for the Prediction of Chronic Diseases
[chapter]
2022
Comparative Analysis of Different Machine Learning Classifiers for the Prediction of Chronic Diseases
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Precise diagnosis of these diseases on time is very significant for maintaining a healthy life. ...
A comparative study of different machine learning classifiers for chronic disease prediction viz Heart Disease & Diabetes Disease is done in this paper. ...
The Solar-Stirling engine systems can be the better option for off-grid power generation. ...
doi:10.13052/rp-9788770227667
fatcat:da47mjbbyzfwnbpde7rgbrlppe
Comparison Four Different Probability Sampling Methods based on Differential Evolution Algorithm
2012
Journal of Advances in Information Technology
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In this paper, segmentation problems in medical imaging modalities especially for lung CT as well as for thyroid ultrasound (US) are discussed along with their comparative results are shown using automatic ...
The current studies almost are based on the simple random sampling method, and so this paper investigates other probability sampling methods, and proposed three novel differential evolution algorithms. ...
ACKNOWLEDGMENT The authors wish to thank management of Goel Group of Institutions, Lucknow for providing sponsorship in this endeavor. ...
doi:10.4304/jait.3.4.206-214
fatcat:lt35ulkqwfbbbikn6xtlfhcoty
Program
2022
2022 International Conference on Decision Aid Sciences and Applications (DASA)
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., SVM, Decision tree and Random forest for estimating the match outcome on different match scenarios. ...
The implemented classifiers are the K Nearest Neighbor (KNN), Random Forest and Logistic Regression. ...
This study accounts for the problems in grade assessment of heritage buildings through the Weighted Sum Method (WSM) for ranking attributes based on multiple criteria, which in the current research are ...
doi:10.1109/dasa54658.2022.9765271
fatcat:ttqppf4j3navnaxe653mrzmezi
Engineering, Technology & Applied Science Research (ETASR), Vol. 12, No. 2, pp. 8228-8481
2022
Zenodo
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The table of contents for this issue can be found at: https://etasr.com/index.php/ETASR/issue/view/74. For more info visit the journal's site at: www.etasr.com. ...
Engineering, Technology & Applied Science Research (ETASR) is an international bimonthly wide scope, peer-reviewed open access journal for the publication of original articles concerned with diverse aspects ...
ACKNOWLEDGMENT The authors acknowledge Pan African University's Institute for Basic Sciences, Technology, and Innovation for funding this research. ...
doi:10.5281/zenodo.6509470
fatcat:nn7pi5ec35gzplz6ewln2lbbrm
Farmers Perceptions about Climate Change Vulnerabilities and their Adaptation Measures in District Swat
2018
Sarhad Journal of Agriculture
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Team members also visited Muzzafarghar and Multan districts in Punjab, and Badin district in Sindh for spot-checking and validation. ...
Deforestation is highest in the Indus Delta mangroves, with an annual rate of 2.3 percent, compared with a rate of 1.99 percent for coniferous forests and 0.23 percent for riverine forests. ...
For the petroleum sector, oil supplies to some power generation facilities and public retail outlets were suspended but are 8. ...
doi:10.17582/journal.sja/2018/34.2.311.326
fatcat:msmfjdeoqre5fco6y5roabh23i
Paradigms for Algorithms and Interactions
[chapter]
2010
Cooperating Embedded Systems and Wireless Sensor Networks
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Embedded WiSeNts Paradigms for algorithms and interactions ...
An alternative method for selecting clusterheads for the LEACH-like model is presented in [94] . Particle swarm optimization (PSO) is used for dividing the network into clusters. ...
Finally, a random topology is obtained when nodes are scattered in the area without any plan, as in the case of airplane dissemination of sensors over a forest or a contaminated area. ...
doi:10.1002/9780470610817.ch3
fatcat:y6rg4ciutvelxkwt72fhwzdyd4
Full Issue PDF
2020
Canadian field-naturalist
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natural history and to diffuse information on these fields as widely as possible; to support and cooperate with organizations engaged in preserving, maintaining, or restoring environments of high quality for ...
The Canadian Centre for DNA Barcoding performed our predator DNA analysis for which we thank Sean Prosser for primary com munications. We would like to thank E. ...
Hance Ellington for critical evaluation and valuable editing of the manuscript, Christina Prokopenko for reviewing and giving commentary, Manuelle Landry-Cuerrier for assisting with project logistics, ...
doi:10.22621/cfn.v134i1.2771
fatcat:2z6iqkxmpnhkxg7cnvln3cfsmm
The Security-Development nexus: expressions of sovereignty and securitization in Southern Africa
2007
ChoiceReviews
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StEffEN JENSEN is senior researcher at the rehabilitation and research Centre for torture Survivors and teaches at the international Development Studies Centre at roskilde university. ...
This is the so-called "oil-spot" strategy. ...
However, in 1999 the government did, despite the vagueness of the recommendations, present its policies on South African participation in pSos in the white paper on peace missions. foreign Minister Zuma ...
doi:10.5860/choice.45-1700
fatcat:y22caqne5fd3fpdnpokbww3n5u
Blockchain Service Network - a Digital Extension of the Belt and Road Initiative
2021
Proceedings of the International Scientific Conference - Sinteza 2021
unpublished
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First is a constant [4] or random inertia weight [7] , in which the value of inertia weight is constant or random. ...
Forest ensembles learning methods. ...
This type of chatbot is ideal for creating an assistant for WhatsApp, plain text messages or another messaging platform with a limited user interface). 2. ...
doi:10.15308/sinteza-2021-207-213
fatcat:wz426avhbjb75eqcvq5jy53xum
National Marine Fisheries Service Endangered Species Act Section 7 Biological Opinion on the Lamont-Doherty Earth Observatory's Marine Geophysical Survey by the R/V Marcus G.Langseth off Western Mexico in the Eastern Tropical Pacific Ocean and National Marine Fisheries Service Permits and Conservation Division's Issuance of an Incidental Harassment Authorization pursuant to Section 101(a)(5)(D) of the Marine Mammal Protection Act
2022
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database that can be queried to aggregate data across PSO reports. ...
We recommend the NSF use the Marine Mammal Commission's recommended method for estimating the number of cetaceans in the vicinity of seismic surveys based on the number of groups detected for post-seismic ...
The subscript associated with cumulative sound exposure level thresholds indicates the designated marine mammal auditory weighting function and that the recommended accumulation period is 24 hours. ...
doi:10.25923/wetp-dt20
fatcat:xu2rzk45l5cita3zlyltafos5u
Sustainable Drainage Systems
[chapter]
2016
Sustainable Surface Water Management
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Any opinions, findings, and conclusions or recommendations expressed are those of the authors and do not necessarily reflect the views of the Utah Agricultural Experiment Station and the National Science ...
We thank the utility companies Aarhus Vand and HOFOR for their collaboration, and numerous reviewers for improving the manuscript. ...
Table 3 . 3 Weights for ecosystem service variables(Table 1). ...
doi:10.1002/9781118897690.ch4
fatcat:3gizoj2cffdnjjekbemzydv7um
CFE-CMStatistics 2017 PROGRAMME AND ABSTRACTS 11th International Conference on Computational and Methodological Statistics (CMStatistics 2017) CMStatistics 2017 Co-chairs: CMStatistics 2017 Programme Committee
unpublished
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forests. ...
and regression problems, but one must choose between methods that are interpretable (such as CART) and those with high accuracy (random forests or boosting). ...
Monte Carlo studies show that the in fill asymptotic theory performs better than the long-span asymptotic theory for cases where the long span theory is available and performs very well for cases where ...
fatcat:b6vjhxhuwvapnlla6r3etpiwb4
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