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Covid-19 Spread Simulation based on control measures in UAE
منشور في 2021"…In this thesis, a SEIR compartmental model is proposed and developed by python-based program in order to analyze the virus transmission between different model compartments. …"
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Hybrid Model for Detection of Cervical Cancer Using Causal Analysis and Machine Learning Techniques
منشور في 2022"…This research work analyses cervical cancer and various risk factors to help detect cervical cancer. The proposed model Boruta with SVM and various popular ML models are implemented using Python and various performance measuring parameters, i.e., accuracy, precision, F 1 – Score , and recall. …"
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Predictive modelling in times of public health emergencies: patients’ non-transport decisions during the COVID-19 pandemic
منشور في 2025"…</p><h3>Methods</h3><p dir="ltr">Using Python® programming language, this study employed various supervised machine-learning algorithms, including parametric probabilistic models, such as logistic regression, and non-parametric models, including decision trees, random forest (RF), extra trees, AdaBoost, and k-nearest neighbours (KNN), using a dataset of non-transported patients (refused transport and did not receive treatment versus those who refused transport and received treatment) between 2018 and 2022. …"
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A Novel Bayesian Outlier Score Based on the Negative Binomial Distribution for Detecting Aberrantly Expressed Genes in RNA-Seq Gene Expression Count Data
منشور في 2021"…We present a novel Bayesian outlier score for data following the NBD, relying on recent advances in the inference of its dispersion parameter through a special method of Gibbs sampling. The novel Bayesian model on which our score is based - OutPyRX (Outlier detection in Python for RNA-Seq, eXtended version) - improves the model of its predecessor OutPyR by introducing novel parameters that are derived from OutPyR's. …"
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Thematic Analysis on User Reviews for Depression and Anxiety Chatbot Apps: Machine Learning Approach
منشور في 2022"…Using scraper tools and Google Play Scraper and App Store Scraper Python libraries, we extracted the text and metadata. …"
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KNNOR: An oversampling technique for imbalanced datasets
منشور في 2021"…The proposed method is easy to use and has been made open source as a python library.</p><h2>Other Information</h2> <p> Published in: Applied Soft Computing<br> License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1016/j.asoc.2021.108288" target="_blank">https://dx.doi.org/10.1016/j.asoc.2021.108288</a></p>…"
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A study on Speaker Recognition System
منشور في 2015"…The proposed system was mainly developed using Python (Python.org, 2015). This system was used to implement and study several methods and techniques in speaker recognition domain. …"
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RDFFrames: knowledge graph access for machine learning tools
منشور في 2021"…RDFFrames provides an imperative Python API that gets internally translated to SPARQL, and it is integrated with the PyData machine learning software stack. …"
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Investigation of Forming a Framework to shortlist contractors in the tendering phase
منشور في 2022"…After obtaining the weights of the decision factors, a model using Machine Learning algorithm on Google Colab was written using the Python language. …"
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Dickson polynomial-based secure group authentication scheme for Internet of Things
منشور في 2024"…Implementation has been carried using python language and deployed and tested on Blockchain using Ethereum Goerli’s Testnet framework. …"
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Arabic Educational Neural Network Chatbot
منشور في 2023"…Finally, we programmed the chabot and the models in Python. As a consequence, an Arabic chatbot answers all questions about educational regulations in the United Arab Emirates.…"
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Closed-form Exact and Asymptotic Expressions for the Symbol Error Rate and Channel Capacity of the H-function Fading Channel
منشور في 2016"…The derived exact expressions are given in terms of the univariate and multivariate Fox H functions for which we provide a portable and efficient Python code. Since the Fox's H-function fading channel represents the most generalized fading model ever presented in the literature, the derived expressions subsume most of those previously presented for all the known simple and composite fading models. …"
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Digital Forensics Framework for Investigating Hyperledger Fabric Blockchain Networks
منشور في 2022"…These techniques use a deployed Python-based Forensics Extractor Tool to automate the process. …"
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Deep learning supported machine vision system to precisely automate the wild blueberry harvester header
منشور في 2023"…The OpenCV AI Kit (OAK-D) was used with YOLOv4-tiny deep learning model with code developed in Python to solve the challenge of matching fruit heights with the harvester’s head position. …"
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Numerical investigation of the potential of using hydrogen as an alternative fuel in an industrial burner
منشور في 2024"…CFD simulations in ANSYS Fluent utilized the RANS framework with the k-ε turbulence model and the mixture fraction/PDF approach. Supporting Python scripts and Cantera-based kinetic modeling employing the GRI-Mech 3.0 mechanism and Zeldovich pathways analyzed equivalence ratios (<i>Φ</i>), adiabatic flame temperatures (T<sub><em>ad</em></sub> ), and NO<sub>x</sub> formation mechanisms. …"
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Transforming Towards Secure Global Trade for Customs Administrations Powered by Blockchain
منشور في 2020"…After that, a solution architecture is designed followed by building the smart contracts and building the PoC. This computational model ensures secure transactions, traceable transactions, and an immutable data communication model for better coordination among the entities along the supply chain. …"
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Could Petrol Stations Play a Key Role in Transportation Electrification? A GIS-Based Coverage Maximization of Fast EV Chargers in Urban Environment
منشور في 2022"…More specifically, the location problem is modelled as a maximum coverage location problem (MCLP) and solved using a geographic information system (GIS) based platform. …"
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Design of an integrated system that combines the steam gasification of plastic waste and a solid oxide fuel cell for sustainable power generation
منشور في 2024"…This study provides an in-depth exploration into the development, modelling, and performance of both units, emphasizing their synergistic potential in the realm of sustainable electricity generation.…"
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Multi-IsnadSet MIS for Sahih Muslim Hadith with chain of narrators, based on multiple ISNAD
منشور في 2024"…In this paper, four different tools were designed and constructed for modeling and analyzing narrative network such as python library (NetworkX), powerful graph database Neo4j and two different network analysis tools named Gephi and CytoScape. …"