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84.994 Articles

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Classification of Company Performance Status Using Ensemble Learning and SMOTE by Considering CGI

Affindi Mario Bagaskara, Arif Djunaidy, Retno Aulia Vinarti

The global financial crisis that occurred in 2008 made most companies disturbed and unstable. In Indonesia, the impact of the global financial crisis can be felt continuously at the end of 2008. Indonesia's economic growth began from 2008-2009, the lowest... see more

Financial Distress Prediction | Multi-class classification | Ensemble learning | SMOTE | Corporate Governance Indicators

JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI , 2023

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Pneumonia Detection on X-Ray Imaging using Softmax Output in Multilevel Meta Ensemble Algorithm of Deep Convolutional Neural Network Transfer Learning Models

(1) Simeon Yuda Prasetyo (Bina Nusantara University, Indonesia) (2) Ghinaa Zain Nabiilah (Bina Nusantara University, Indonesia) (3) Zahra Nabila Izdihar (Bina Nusantara University, Indonesia) (4) Sani Muhamad Isa (Bina Nusantara University, Indonesia)

Pneumonia is the leading cause of death from a single infection worldwide in children. A proven clinical method for diagnosing pneumonia is through a chest X-ray. However, the resulting X-ray images often need clarification, resulting in subjective judgme... see more

Pneumonia classification | Transfer learning | Deep convolutional neural network | Softmax | Multilevel meta ensemble

International Journal of Advances in Intelligent Informatics , 2023

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CNN Ensemble learning method for Transfer learning: A Review Yudha Islami Sulistya(1); Elsi Titasari Br Bangun(2); Dyah Aruming Tyas(3) (1) Universitas Gadjah Mada (2) Universitas Gadjah Mada (3) Universitas Gadjah Mada () Corresponding Author

This study provides a review of CNN's ensemble learning method for transfer learning by highlighting sections such as review studies, datasets, pre-trained models, transfer learning, ensemble learning, and performance. The results indicate that the ... see more

Ensemble Learning | Transfer Learning | Deep Learning | Pre-Trained Model | CNN

ILKOM Jurnal Ilmiah , 2023

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Pneumonia Detection on X-Ray Imaging using Softmax Output in Multilevel Meta Ensemble Algorithm of Deep Convolutional Neural Network Transfer Learning Models

Pneumonia classification | Transfer learning | Deep convolutional neural network | Softmax | Multilevel meta ensemble

IJAIN (International Journal of Advances in Intelligent Informatics) , 2023

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Sentiment analysis of customer satisfaction levels on smartphone products using Ensemble Learning Muhammad Ma’ruf(1); Adam Prayogo Kuncoro(2); Pungkas Subarkah(3); Faridatun Nida(4) (1) Universitas Amikom Purwokerto (2) Universitas Amikom Purwokerto (3) Universitas Amikom Purwokerto (4) Universitas Amikom Purwokerto () Corresponding Author

Increasingly sophisticated technological developments create new ways for people to conduct trading business. An example of this technology application is the use of e-commerce. However, there are conditions where the seller cannot measure the level of sa... see more

ILKOM Jurnal Ilmiah , 2022

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Cluster analysis and ensemble transfer learning for COVID-19 classification from computed tomography scans

(1) Lyubomir Gotsev (State University of Library Studies and Information Technologies, Sofia, Bulgaria, Bulgaria) (2) Ivan Mitkov (State University of Library Studies and Information Technologies, Sofia, Bulgaria, Bulgaria) (3) Eugenia Kovatcheva (State University of Library Studies and Information Technologies, Sofia, Bulgaria, Bulgaria) (4) Boyan Jekov (State University of Library Studies and Information Technologies, Sofia, Bulgaria, Bulgaria) (5) Roumen Nikolov (State University of Library Studies and Information Technologies, Sofia, Bulgaria, Bulgaria) (6) Elena Shoikova (State University of Library Studies and Information Technologies, Sofia, Bulgaria, Bulgaria) (7) Milena Petkova (State University of Library Studies and Information Technologies, Sofia, Bulgaria, Bulgaria)

The paper aims to demonstrate the convergence and synergistic application of deep learning methods and techniques to improve approaches and solutions in COVID-19 computed tomography scans classification by addressing the data and protocol challenges found... see more

COVID-19 | Computed Tomography | Clustering | Transfer Learning | Ensemble Learning

International Journal of Advances in Intelligent Informatics , 2022

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Cluster analysis and ensemble transfer learning for COVID-19 classification from computed tomography scans

COVID-19 | Computed Tomography | Clustering | Transfer Learning | Ensemble Learning

IJAIN (International Journal of Advances in Intelligent Informatics) , 2022

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Financial Distress Prediction with Stacking Ensemble Learning

Muhammad Fadhlil Hadi,De-Ron Liang,Tri Kuntoro Priyambodo,Azhari SN

Previous studies have used financial ratios extensively to build their predictive model of financial distress. The Altman ratio is the most often used to predict, especially in academic studies. However, the Altman ratio is highly dependent on the validit... see more

Altman Ratio | Beneish M-Score | Prediction of Financial Distress | Stacking Ensemble Learning

IJCCS (Indonesian Journal of Computing and Cybernetics Systems) , 2022

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Student Behavior Analysis to Predict Learning Styles Based Felder Silverman Model Using Ensemble Tree Method

Yunia Ikawati, M. Udin Harun Al Rasyid, Idris Winarno

Learning styles are very important to know so that students can learn effectively. By understanding the learning style, students will learn about their needs in the learning process. One of the famous learning management systems is called Moodle. Moodle c... see more

E-Learning | Felder Silverman learning style model | Learning Style | Ensemble Tree Method

Emitter: International Journal of Engineering Technology , 2021

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