Results 21 to 30 of about 23,350 (290)

Classification of Quranic Topics Using SMOTE Technique [PDF]

, 2021
This paper aims to classify the Quranic topics that differ in their number of verses by applying the SMOTE technique. SMOTE is used to rebalance samples of minority classes in these Quranic topics.
Arkok, Bassam, Zeki, Akram M., Akram M. Zeki, Bassam Arkok   +3 more
core   +1 more source

A critical assessment of imbalanced class distribution problem: the case of predicting freshmen student attrition [PDF]

, 2013
Predicting student attrition is an intriguing yet challenging problem for any academic institution. Class-imbalanced data is a common in the field of student retention, mainly because a lot of students register but fewer students drop out. Classification
Thammasiri, Dech, Delen, Dursun, Meesad, Phayung, Kasap, Nihat   +3 more
core   +2 more sources

Impact of Data Balancing and Feature Selection on Machine Learning-based Network Intrusion Detection

JOIV: International Journal on Informatics Visualization, 2023
Unbalanced datasets are a common problem in supervised machine learning. It leads to a deeper understanding of the majority of classes in machine learning.
Azhari Shouni Barkah, Siti Rahayu Selamat, Zaheera Zainal Abidin, Rizki Wahyudi   +3 more
doaj   +1 more source

Classification of Brain Tumors on MRI Images Using DenseNet and Support Vector Machine

JOIV: International Journal on Informatics Visualization, 2022
The brain is a vital organ in the human body, performing various functions. The brain has always played a major role in the processing of sensory information, the production of muscular activity, and the performance of high-level cognitive functions ...
Agus Eko Minarno, Ilham Setiyo Kantomo, Fauzi Dwi Setiawan Sumadi, Hanung Adi Nugroho, Zaidah Ibrahim   +4 more
doaj   +1 more source

Horse surgery and survival prediction with artificial intelligence models: performance comparison of original, imputed, balanced, and feature- selected datasets [PDF]

Kafkas Universitesi Veteriner Fakültesi Dergisi
Artificial intelligence (AI) technology, while less advanced than in human medicine, holds significant potential in the field of veterinary medicine.
Pınar CİHAN
doaj   +1 more source

Data Driven Prognosis of Cervical Cancer Using Class Balancing and Machine Learning Techniques [PDF]

EAI Endorsed Transactions on Energy Web, 2020
INTRODUCTION: With the progression of innovation and its joint effort with health care services, the world has achieved a lot of benefits. AI procedures and machine learning techniques are constantly improving existing statistical methods for better ...
Mamta Arora, Sanjeev Dhawan, Kulvinder Singh   +2 more
doaj   +1 more source

IFCM-SMOTE flow.

, 2023
The sudden resignation of core employees often brings losses to companies in various aspects. Traditional employee turnover theory cannot analyze the unbalanced data of employees comprehensively, which leads the company to make wrong decisions.
Zhaotian Li (16846072), Edward Fox (203538)   +1 more
core   +1 more source

Pengaruh Algoritma ADASYN dan SMOTE terhadap Performa Support Vector Machine pada Ketidakseimbangan Dataset Airbnb

Edumatic, 2021
Traveling activities are increasingly being carried out by people in the world. Some tourist attractions are difficult to reach hotels because some tourist attractions are far from the city center, Airbnb is a platform that provides home or apartment ...
Wahyu Hidayat, Mursyid Ardiansyah, Arief Setyanto   +2 more
doaj   +1 more source

COMBINATION OF SYNTHETIC MINORITY OVERSAMPLING TECHNIQUE (SMOTE) AND BACKPROPAGATION NEURAL NETWORK TO CONTRACEPTIVE IUD PREDICTION

Media Statistika, 2020
Data imbalance occurs when the amount of data in a class is more than other data. The majority class is more data, while the minority class is fewer. Imbalance class will decrease the performance of the classification algorithm. Data on IUD contraceptive
Mustaqim Mustaqim, Budi Warsito, Bayu Surarso   +2 more
doaj   +1 more source

Loss of hepatic SMLR1 causes hepatosteatosis and protects against atherosclerosis due to decreased hepatic VLDL secretion

Hepatology, EarlyView., 2022
The role of SMLR1 in lipid metabolism (high fat + cholesterol diet in mice) Abstract Background and Aims The assembly and secretion of VLDL from the liver, a pathway that affects hepatic and plasma lipids, remains incompletely understood. We set out to identify players in the VLDL biogenesis pathway by identifying genes that are co‐expressed with the ...
Willemien van Zwol, Antoine Rimbert, Justina C. Wolters, Marieke Smit, Vincent W. Bloks, Niels J. Kloosterhuis, Nicolette C. A. Huijkman, Mirjam H. Koster, Umesh Tharehalli, Simon M. de Neck, Colin Bournez, Marceline M. Fuh, Jeroen Kuipers, Sujith Rajan, Alain de Bruin, Henry N. Ginsberg, Gerard J. P. van Westen, M. Mahmood Hussain, Ludger Scheja, Joerg Heeren, Philip Zimmerman, Bart van de Sluis, Jan Albert Kuivenhoven   +22 more
wiley   +1 more source