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Impact of Sampling Technique on the Performance of Surrogate Models Generated with Artificial Neural Network (ANN): A Case Study for a Natural Gas Stabilization Unit
Published 2019“…From the developed surrogate models to predict process data, it can be concluded that of the different sampling methods, Latin hypercube sampling and HSS have better performance than the pseudo-random sampling method for designing the surrogate model. …”
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The history and development of newspaper electronic pagination systems in the United States, 1975-1987
Published 1990“…One of the findings of the survey was that survey respondents felt that while pagination was a vast improvement over old methods (hot type), it did not necessarily bring vast improvements in cost and speed over cold type processes that were already in place. …”
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masterThesis -
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Numerical Modeling of Time-Fractional Phase-Change Problems
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doctoralThesis -
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Brain Source Localization in the Presence of Leadfield Perturbations
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doctoralThesis -
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Pore-scale simulation of fine particles migration in porous media using coupled CFD-DEM
Published 2022“…The model's geometry was generated from computed tomography images of sand packs, the CFD solver were set to solve the fluid flow while the DEM were to solve the particles physical interactions. …”
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Developing Power-Law Fluid Flow in The Entrance Region of a Parallel Plate Channel
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doctoralThesis -
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Almost Linear Semantic XML Keyword Search
Published 2021“…Many efforts have been deployed by the IR community to extend free-text query processing toward semi-structured XML search. Most methods rely on the concept of Lowest Comment Ancestor (LCA) between two or multiple structural nodes to identify the most specific XML elements containing query keywords posted by the user. …”
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conferenceObject -
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Combining offline and on-the-fly disambiguation to perform semantic-aware XML querying
Published 2023“…Many efforts have been deployed by the IR community to extend freetext query processing toward semi-structured XML search. Most methods rely on the concept of Lowest Comment Ancestor (LCA) between two or multiple structural nodes to identify the most specific XML elements containing query keywords posted by the user. …”
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Multi-Classifier Tree With Transient Features for Drift Compensation in Electronic Nose
Published 2020“…In this paper, these two problems of `sensors long term drift' and `delayed response' are solved simultaneously to propose a robust and fast electronic nose system, with following merits: (i) only initial transient state features are used in the proposed system without waiting for the sensors to reach a steady state, (ii) a modified boxplot approach is used to handle noisy/drifted data points as a preprocessing step before the classification setup, (iii) a heuristic tree classification approach with optimized transient features is proposed, (iv) the proposed approach only relies on adapted ML methods contrary to the traditional approaches like system recalibration or sensors replacement for handling sensors drift, and (v) the proposed ML model does not require any target domain data and uses only the source domain data for learning the classifier, opposed to the other ML solutions available in the existing literature. …”
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Shrimp closed-loop supply chain network design
Published 2022“…Finally, the results confirm that the SSC model and the solution methods are effective and useful to achieve cost savings.…”
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Modelling of pollutant transport in compound open channels
Published 1998“…Different statistical methods were considered in evaluating the simulated results.…”
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masterThesis -
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Improved prairie dog optimization algorithm by dwarf mongoose optimization algorithm for optimization problems
Published 2023“…Recently, optimization problems have been revised in many domains, and they need powerful search methods to address them. In this paper, a novel hybrid optimization algorithm is proposed to solve various benchmark functions, which is called IPDOA. …”
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Fleet sizing of trucks for an inter-facility material handling system using closed queueing networks
Published 2022“…This study proposes an analytical method based on sequential quadratic programming (SQP) methodology coupled with a mean value analysis (MVA) algorithm to solve this NP-Hard problem. …”
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Time-Driven Activity-Based Costing Implementation in the Automotive After-Sales Service Sector Using the Six Sigma DMAIC Approach
Published 2024“…This research explores how Time-Driven Activity-Based Costing (TDABC) is applied in the automotive after-sales services operating within a service centre located in Dubai, UAE. It also aims to solve the inefficiencies of allocation using conventional costing methods which do not reflect true service, as well as the general overhead costs in this industry. …”
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Damage assessment and recovery from malicious transactions using data dependency for defensive information warfare
Published 2007“…To make the process of damage assessment and recovery fast and efficient and in order not to scan the whole log, researchers have proposed different methods for segmenting the log, and accordingly presented different damage assessment and recovery algorithms. …”
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Numerical analysis of MHD combined convection for enhanced CPU cooling in NEPCM-filled a trapezoidal cavity
Published 2024“…A numerical model based on the finite element method (FEM) is employed to solve the governing equations. …”
