+2 MM articles scientifics and academics

1.455 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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Brute-force Detection Using Ensemble Classification

Ekky Kharismadhany,Maretha Ruswiansari,Tri Harsono

Traditional brute-force is a dictionary-based attack that tries to unlock an authentication process in service. This type of brute force can be applied in web and SSH services, and brute-force XSS injects JavaScript code. In this paper, we explore four ty... see more

brute-force | ensemble classifier | SMOTE

INTEK: Jurnal Penelitian , 2022

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Analysis of the Ensemble method Classifier's performance on Handwritten Arabic Characters dataset Abdul Rachman Manga'(1); Anik Nur Handayani(2); Heru Wahyu Herwanto(3); Rosa Andrie Asmara(4); Yudha Islami Sulistya(5); Kasmira Kasmira(6) (1) Universitas Negei Malang, universitas Muslim Indonesia (2) Universitas Negeri Malang (3) Universitas Negeri Malang (4) State Polytechnic of Malang (5) Universitas Muslim Indonesia (6) Universitas Muslim Indonesia () Corresponding Author

Arabic character handwriting is one of the patterns and characteristics of each person's writing. This characteristic makes Arabic writing more challenging if the letter recognition process is based on a dataset of Arabic scripts. This Arabic script has b... see more

Ensemble Method | Voting Classifiers | Arabic Character Handwriting | Evaluation Model.

ILKOM Jurnal Ilmiah , 2023

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Classification of Multiclass Ensemble SVM for Human Activities based on Sensor Accelerometer and Gyroscope Supriyadi La Wungo(1); Mardewi Mardewi(2); Firman Aziz(3); Pertiwi Ishak(4); Hechmi SHILI(5) (1) Universitas Pancasakti (2) STMIK Kreatindo Manokwari (3) Universitas Pancasakti (4) Universitas Pancasakti (5) University of Tabuk () Corresponding Author

Human Activity Recognition is technology introduced to recognize human activities. Several technologies that have been applied are Accelerometer sensors, Gyroscope sensors, Cameras, and GPS. The selection of the Support Vector Machine algorithm is due to ... see more

Classification | Human Activity Recognition | Ensemble | Bagging | Support Vector Machine

ILKOM Jurnal Ilmiah , 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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Semi-supervised learning for sentiment classification with ensemble multi-classifier approach

(1) Agus Sasmito Aribowo (Universitas Pembangunan Nasional "Veteran" Yogyakarta Indonesia & FTMK UTeM Melaka Malaysia, Indonesia) (2) Halizah Basiron (Fakulti Teknologi Maklumat dan Komunikasi, Universiti Teknikal Malaysia Melaka, Malaysia) (3) Noor Fazilla Abd Yusof (Fakulti Teknologi Maklumat dan Komunikasi, Universiti Teknikal Malaysia Melaka, Malaysia)

Supervised sentiment analysis ideally uses a fully labeled data set for modeling. However, this ideal condition requires a struggle in the label annotation process. Semi-supervised learning (SSL) has emerged as a promising method to avoid time-consuming a... see more

Ensemble Multi-classifier | Semi-supervised | Sentiment Analysis | SVM | Random Forest

International Journal of Advances in Intelligent Informatics , 2022

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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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