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321
Substantiation of Loading Hub Location for Electric Cargo Bikes Servicing City Areas with Restricted Traffic
Published 2021-02-01“…The software implementation of the developed model in Python programming language was used to simulate the process of goods delivery by e-bikes for two cases—the synthetically generated rectangular network and the real-world case of the Old Town district in Krakow, Poland. …”
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322
Sentiment Analysis with Machine Learning Methods on Social Media
Published 2020-09-01“…The first one is the user reviews about movies from the IMDB, which has been labeled by Kotzias, and the second one is the Twitter tweets, including the tweets of users about health topic in English in 2019, collected using the Twitter API. The Python programming language was used in the study both for implementing the classification models using the Naïve Bayes (NB), Support Vector Machines (SVM) and Artificial Neural Networks (ANN) algorithms, and for categorizing the sentiments as positive, negative and neutral. …”
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323
A k-mer-based method for the identification of phenotype-associated genomic biomarkers and predicting phenotypes of sequenced bacteria.
Published 2018-10-01“…PhenotypeSeeker is implemented in Python programming language, is open-source software and is available at GitHub (https://github.com/bioinfo-ut/PhenotypeSeeker/).…”
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324
Sentiment Analysis of Social Media Platform Reviews Using the Naïve Bayes Classifier Algorithm
Published 2023-07-01“…In this study, the dataset was taken based on ratings from user reviews on the Google Play Store using the NBC (Naïve Bayes Classifier) method with the Python programming language. Based on testing of 1000 comment review data from each application, it was found that the majority gave positive sentiment (Twitter 57.2%, Instagram 74.1%, Tiktok 83.9%), and negative sentiment (Twitter 42.8%, Instagram 25.9%, Tiktok 16.1%) with an accuracy rate of 85.6% for the Twitter application, 83.6% for the Instagram application, and 84.8% for the Tiktok application.…”
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325
Moving a Flipped Class Online To Teach Python to Biomedical Ph.D. Students during COVID-19 and Beyond
Published 2021-09-01“…Here, we describe a flipped approach that combined a preexisting online course with group problem solving sessions to effectively and efficiently teach biomedical Ph.D. students key concepts in the use of the Python programming language for research. Following the COVID-19 related shutdowns in March 2020, we successfully adapted this approach to an all-online version where the formerly in-person problem-solving sessions occurred in small groups over Zoom. …”
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326
Evolutionary game study on the governance and development of online car-hailing based on blockchain technology
Published 2022-06-01“…By solving the replicated dynamic equations and the Jacobian matrix, the influences of the change in initial conditions and decision parameters on the evolutionary stability results are revealed, and numerical experiments are carried out by using the Python programming language. This paper claims that the system presents three evolutionary stable results and a periodic stochastic state when the key parameters are located in different thresholds. …”
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327
Comparative analysis of the traffic accidents in the territory of the city of Užice for 2021 and 2022 using open data and the Streamlit application
Published 2023-07-01“…Methods: This paper will present the Streamlit framework of the Python programming language and its functionality through the analysis of a web application for data analytics. …”
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328
Automated tracking of aquatic crustaceans with potential application on the quantification of animals movement
Published 2022-12-01“… Here, we present a set of algorithms using the Python programming language, that will allow using a routine for object detection and tracking in experimental videos. …”
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329
Hierarchical Clustering as a Dimension Reduction Technique for Markowitz Portfolio Optimization
Published 2020-03-01“…For the experiments the Python programming language and its libraries: scipy for clustering and cvxpy for solving the optimization problem (building an optimal portfolio) are used.…”
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330
Indonesian presidential election sentiment: Dataset of response public before 2024
Published 2024-02-01“…User feedback data about Indonesian Presidential candidates are obtained from the Twitter platform using Twitter API with Python programming language. The data obtained was 30,000 data with each candidate as many as 10,000 data. …”
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331
Mathematical model for investigation of alkylbenzenes sulfonation
Published 2023-11-01“…The authors have developed the calculation program in the Python programming language and assessed the accuracy of description of a real process and the influence of the system technological parameters on a product yield and quality, taking into account a substance interfacial transfer. …”
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332
Natural Language Processing and Fiction Text: Basis for Corpus Research
Published 2024-03-01“…As a practical result, special software has been developed, which is able to process SQL based linguistic corpora, automatically built with spaCy NLP library and Python programming language. This software can be used for a fiction text interpretation, as well as for compiling learning materials in Home Reading. …”
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333
COVID-19 Diagnosis with Deep Learning
Published 2021-07-01“…The algorithms were coded using the Python programming language. The performance metrics used were accuracy, precision, recall, F1-score, and ROC-AUC. …”
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334
Method of automated arrangement of devices in a spacecraft compartment taking into account connection to interface connectors of feed-through plates of an on-board cable system
Published 2023-12-01“…An outline flowchart of the method algorithm is presented with support in the high-level Python programming language. The software implementation of the method was carried out with emulators. …”
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335
Digital Collaboration in Higher Education: A Study of Digital Skills and Collaborative Attitudes in Students from Diverse Universities
Published 2023-12-01“…These correlations were computed using the Python programming language, with the libraries employed being pandas, numpy, and matplotlib. …”
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336
An optimal method for the Shortest Path Problem: The Dhouib-Matrix-SPP (DM-SPP)
Published 2023-09-01“…DM-SPP is coded under Python programming language and all experimental results demonstrate that DM-SPP can rapidly generate the optimal short path. …”
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337
MODELLING THE EFFECTS OF LAND-USE CHANGES ON CLIMATE: A CASE STUDY ON YAMULA DAM
Published 2016-10-01“…An application is developed for GIS analysis in Python Programming Language and integrated with ArcGIS software. …”
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338
Optimisation of Patient Flow and Scheduling in an Outpatient Haemodialysis Clinic
Published 2021-07-01“…The objective is to minimize patient LOS using Genetic Algorithm (GA), implemented in Python programming language with Spyder Integrated Development Environment (IDE). …”
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339
A novel method for automatically analysing the activity of fast-moving animals: a case study of Callimico goeldii monkeys housed in a zoological garden
Published 2023-07-01“…A method of automatically assessing animal activity was developed using digital image analysis, with the Python programming language and the OpenCV library being the foundational tools. …”
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340
A Novel Bionic Structure Inspired by Luffa Sponge and Its Cushion Properties
Published 2020-04-01“…The geometry of the bionic structure was built based on the fractal theory by Python programming language and prepared by a 3D printer. Then a series of quasi-static compression tests and finite element analysis were carried out to determine the cushion properties. …”
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