Collection
Engineering: Application of Machine Learning in Engineering
- Submission status
- Closed
.
Editors
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Rajesh Dey
.
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Ashish Khanna
.
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Kusum Yadav
.
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Sumanta Bhattcharyya
.
Articles (28 in this collection)
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Differential evolution based radial basis function neural network model for reference evapotranspiration estimation
Authors
- Babita Majhi
- Diwakar Naidu
- Content type: Research Article
- Open Access
- Published: 10 January 2021
- Article: 56
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Performance evaluation of machine learning algorithms in predicting dew point pressure of gas condensate reservoirs
Authors (first, second and last of 4)
- Princewill Ikpeka
- Johnson Ugwu
- Gobind Pillai
- Content type: Research Article
- Published: 01 December 2020
- Article: 2124
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Optimizing of micro-hardness of nanostructured Cu–Cr solid solution produced by mechanical alloying using ANN and genetic algorithm
Authors (first, second and last of 4)
- Amine Torabi
- R.M. Babaheydari
- S.O. Mirabootalebi
- Content type: Research Article
- Published: 29 October 2020
- Article: 1919
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Single stuck-at-faults detection using test generation vector and deep stacked-sparse-autoencoder
Authors
- Leila Malihi
- Razieh Malihi
- Content type: Research Article
- Published: 22 September 2020
- Article: 1715
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A manifold learning approach to accelerate phase field fracture simulations in the representative volume element
Authors
- Yangyuanchen Liu
- Kexin Weng
- Yongxing Shen
- Content type: Research Article
- Published: 12 September 2020
- Article: 1682
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Hybrid nonlinear autoregressive neural network—Weibull statistical model applied to the supercritical extraction of lanolin from raw wool
Authors
- Abel Valverde
- Jesús Alvarez-Florez
- Francesc Recasens
- Content type: Research Article
- Published: 09 September 2020
- Article: 1651
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Artificial neural network modelling approach of drying kinetics evolution for hot air oven, microwave, microwave convective and freeze dried pineapple
Authors (first, second and last of 4)
- Tanmay Sarkar
- Molla Salauddin
- Runu Chakraborty
- Content type: Research Article
- Published: 02 September 2020
- Article: 1621
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Context-dependent model for spam detection on social networks
Authors
- Razan Ghanem
- Hasan Erbay
- Content type: Research Article
- Published: 29 August 2020
- Article: 1587
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Example-dependent cost-sensitive credit cards fraud detection using SMOTE and Bayes minimum risk
Authors
- Doaa Almhaithawi
- Assef Jafar
- Mohamad Aljnidi
- Content type: Research Article
- Published: 27 August 2020
- Article: 1574
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Analytical equations based prediction approach for PM2.5 using artificial neural network
Authors
- Jalpa Shah
- Biswajit Mishra
- Content type: Research Article
- Published: 14 August 2020
- Article: 1516
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Development of an artificial neural network for the prediction of relative viscosity of ethylene glycol based nanofluids
Authors (first, second and last of 4)
- Naman Parashar
- Mohd Seraj
- Mohd Anas
- Content type: Research Article
- Published: 04 August 2020
- Article: 1473
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Energy dissipation evaluation for stepped spillway using a fuzzy inference system
Authors
- Alireza Mojtahedi
- Nasim Soori
- Majid Mohammadian
- Content type: Research Article
- Published: 01 August 2020
- Article: 1466
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Improving vertical positioning accuracy with the weighted multinomial logistic regression classifier
Authors
- Yiyan Yao
- Xin-long Luo
- Content type: Research Article
- Published: 29 July 2020
- Article: 1445
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A cybernetic systems approach to abnormality detection in retina images using case based reasoning
Authors
- Amrita Roy Chowdhury
- Sreeparna Banerjee
- Tamojit Chatterjee
- Content type: Research Article
- Published: 23 July 2020
- Article: 1414
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Advancement of weather-related crash prediction model using nonparametric machine learning algorithms
Authors
- Amit Ranjan Mondal
- Md Abul Ehsan Bhuiyan
- Feifei Yang
- Content type: Research Article
- Published: 14 July 2020
- Article: 1372
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A hybrid model for class noise detection using k-means and classification filtering algorithms
Authors
- Zahra Nematzadeh
- Roliana Ibrahim
- Ali Selamat
- Content type: Research Article
- Published: 29 June 2020
- Article: 1303
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Android malware detection based on image-based features and machine learning techniques
Authors
- Halil Murat Ãœnver
- Khaled Bakour
- Content type: Research Article
- Published: 29 June 2020
- Article: 1299
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Multi-label classification of line chart images using convolutional neural networks
Authors
- Cem Kosemen
- Derya Birant
- Content type: Research Article
- Published: 19 June 2020
- Article: 1250
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Detection of colon cancer based on microarray dataset using machine learning as a feature selection and classification techniques
Authors (first, second and last of 4)
- A. S. M. Shafi
- M. M. Imran Molla
- Mohammad Motiur Rahman
- Content type: Research Article
- Published: 18 June 2020
- Article: 1243
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A comprehensive survey on Indian regional language processing
Authors
- B. S. Harish
- R. Kasturi Rangan
- Content type: Review Paper
- Published: 12 June 2020
- Article: 1204
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Predicting split decisions in MPEG-2 to HEVC video transcoding
Authors
- Tamer Shanableh
- Mahitab Hassan
- Content type: Research Article
- Published: 25 May 2020
- Article: 1119
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Optimized grass hopper algorithm for diagnosis of Parkinson’s disease
Authors (first, second and last of 5)
- Shallu Sehgal
- Manisha Agarwal
- Arun Bashambu
- Content type: Research Article
- Published: 02 May 2020
- Article: 999
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An autoencoder-based deep learning approach for clustering time series data
Authors (first, second and last of 5)
- Neda Tavakoli
- Sima Siami-Namini
- Akbar Siami Namin
- Content type: Research Article
- Published: 20 April 2020
- Article: 937
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Electric power load forecasting on a 33/11 kV substation using artificial neural networks
Authors
- Venkataramana Veeramsetty
- Ram Deshmukh
- Content type: Research Article
- Published: 08 April 2020
- Article: 855
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Optimized neural networks in industrial data analysis
Authors
- Liesle Caballero
- Mario Jojoa
- Winston S. Percybrooks
- Content type: Research Article
- Published: 30 January 2020
- Article: 300
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Predicting contact-without-connection defects on printed circuit boards employing ball grid array package types: a data analytics case study in the smart manufacturing environment
Authors
- Phillip M. LaCasse
- Wilkistar Otieno
- Francisco P. Maturana
- Content type: Case Study
- Published: 06 January 2020
- Article: 156
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Preprocessing G-banded metaphase: towards the design of automated karyotyping
Authors (first, second and last of 4)
- R. S. Remya
- S. Hariharan
- C. Gopakumar
- Content type: Research Article
- Published: 28 November 2019
- Article: 1710