Noisy label relabeling by nonparallel support vector machine

Noisy label relabeling by nonparallel support vector machine

In machine learning, models are derived from labeled training data where labels signify classes and features define sample attributes. However, noise from data collection can impair the algorithm’s performance. Blanco, Japón, and Puerto proposed mixed-integer programming (MIP) models within support...

Full description

Bibliographic Details
Main Authors:	A. Sahleh, M. Salahi
Format:	Article
Language:	English
Published:	Ferdowsi University of Mashhad 2024-03-01
Series:	Iranian Journal of Numerical Analysis and Optimization
Subjects:	label noise svm mixed-integer program nonparallel svm
Online Access:	https://ijnao.um.ac.ir/article_44726_2ccef5747a36461b3132d5ff43a9cbd7.pdf

Similar Items

A Multiclass Nonparallel Parametric-Margin Support Vector Machine
by: Shu-Wang Du, et al.
Published: (2021-12-01)

Cyber-Physical Integrated Intrusion Detection Scheme in SCADA System of Process Manufacturing Industry
by: Junlei Qian, et al.
Published: (2020-01-01)

A Support Vector Machine-Firefly Algorithm for Movie Opinion Data Classification
by: Styawati Styawati, et al.
Published: (2019-07-01)

Hyperspectral Image Classification Based on a Least Square Bias Constraint Additional Empirical Risk Minimization Nonparallel Support Vector Machine
by: Guangxin Liu, et al.
Published: (2022-08-01)

Optimasi Parameter Support Vector Machine Berbasis Algoritma Firefly Pada Data Opini Film
by: Styawati, et al.
Published: (2021-10-01)

SUPPORT VECTOR MACHINE (SVM) FOR MODELLING THE STRENGTH OF LIGHTWEIGHT FOAMED CONCRETE
by: Suhad M. Abd
Published: (2015-12-01)

Nonparameter Nonlinear Phase Noise Mitigation by Using M-ary Support Vector Machine for Coherent Optical Systems
by: Minliang Li, et al.
Published: (2013-01-01)

The Attitude Control Algorithm of Agile Optical Satellite Oriented to Nonparallel-Ground-Track-Imaging
by: Lin Zhao, et al.
Published: (2019-01-01)

Application of Support Vector Machines to the Modelling of Inflation
by: Dusan Marcek, et al.
Published: (2005-06-01)

Rapid Identification of Soybean Varieties by Terahertz Frequency-Domain Spectroscopy and Grey Wolf Optimizer-Support Vector Machine
by: Xiao Wei, et al.
Published: (2022-03-01)

Graph-Based Safe Support Vector Machine for Multiple Classes
by: Song Wang, et al.
Published: (2018-01-01)

Classification on Unsupervised Deep Hashing With Pseudo Labels Using Support Vector Machine for Scalable Image Retrieval
by: Rohit Sharma, et al.
Published: (2023-06-01)

Dry Waste Classification Using Quadratic Support Vector Machine for Intelligent Waste Management System
by: Ahmad Fahim Naqib Ahmad Faisal, et al.
Published: (2021-09-01)

Metodi di elaborazione di immagini SAR: Un'applicazione di Support Vector Machines
by: G. Angiulli, et al.
Published: (2004-07-01)

Metodi di elaborazione di immagini SAR: Un'applicazione di Support Vector Machines
by: G. Angiulli, et al.
Published: (2004-07-01)

A Nonlinear Support Vector Machine Analysis Using Kernel Functions for Nature and Medicine
by: Yassin Benajiba, et al.
Published: (2021-01-01)

Comparison of support vector machine and backpropagation models in forecasting the number of foreign tourists in Bali province
by: Imelda Alvionita Tarigan, et al.
Published: (2021-04-01)

Twin Hyper-Ellipsoidal Support Vector Machine for Binary Classification
by: Zeinab Ebrahimpour, et al.
Published: (2020-01-01)

A genetic algorithm-based support vector machine to estimate the transverse mixing coefficient in streams
by: Hosein Nezaratian, et al.
Published: (2021-08-01)

Perbandingan Cacat Ubin Keramik dengan Metode K-Nearest Neighbor dan Support Vector Machine
by: Riza Alamsyah, et al.
Published: (2023-11-01)

Effect of Sentence Length in Sentiment Analysis Using Support Vector Machine and Convolutional Neural Network Method
by: Agung Pambudi, et al.
Published: (2021-01-01)

Quantitative Study of the Maceral Groups of Laminae Based on Support Vector Machine
by: Yuanzhe Wu, et al.
Published: (2022-09-01)

Soil texture classification using multi class support vector machine
by: Utpal Barman, et al.
Published: (2020-06-01)

Tuned Support Vector Machine Classifier for Pedestrian Recognition in Urban Traffic
by: Henry A Roncancio, et al.
Published: (2012-12-01)

Analisis Sentimen untuk Komentar pada Sistem Pencarian Kost Menggunakan Metode Support Vector Machine (SVM)
by: Fandy Oktavianus Suryanputra, et al.
Published: (2017-04-01)

Implementasi Teknik Seleksi Fitur Pada Klasifikasi Malware Android Menggunakan Support Vector Machine
by: Hendra Saputra, et al.
Published: (2018-05-01)

Jumlah Transisi pada Ciri Transisi dalam Pengenalan Pola Tulisan Tangan Aksara Jawa Nglegeno dengan Multiclass Support Vector Machines
by: Azis Wisnu Widhi Nugraha, et al.
Published: (2012-02-01)

Klasifikasi Sentimen Support Vector Machine Berbasis Optimasi Menyambut Pemilu 2024
by: William Silalahi, et al.
Published: (2023-09-01)

Sentiment Analysis of the Public Towards the Kanjuruhan Tragedy with the Support Vector Machine Method
by: Martin Parhusip, et al.
Published: (2023-11-01)

Diagnosis of Diabetes Using Support Vector Machines with Radial Basis Function Kernels
by: Abdul Azis Abdillah, et al.
Published: (2016-07-01)

Using Hierarchical Likelihood Towards Support Vector Machine: Theory and Its Application
by: Rezzy Eko Caraka, et al.
Published: (2020-01-01)

Optimasi Algoritma Support Vector Machine Berbasis PSO Dan Seleksi Fitur Information Gain Pada Analisis Sentimen
by: Sharazita Dyah Anggita, et al.
Published: (2023-07-01)

Prediction of 30-day risk of acute exacerbation of readmission in elderly patients with COPD based on support vector machine model
by: Rui Zhang, et al.
Published: (2022-07-01)

Learning from label proportions for SAR image classification
by: Yongke Ding, et al.
Published: (2017-05-01)

Analisis Sentimen Sistem Ganjil Genap di Tol Bekasi Menggunakan Algoritma Support Vector Machine
by: Heru Sukma Utama, et al.
Published: (2019-08-01)

Physical Layer Security: Detection of Active Eavesdropping Attacks by Support Vector Machines
by: Tiep M. Hoang, et al.
Published: (2021-01-01)

Self-relabeling for noise-tolerant retina vessel segmentation through label reliability estimation
by: Jiacheng Li, et al.
Published: (2022-01-01)

Arrhythmia Identification with Two-Lead Electrocardiograms Using Artificial Neural Networks and Support Vector Machines for a Portable ECG Monitor System
by: Shing-Hong Liu, et al.
Published: (2013-01-01)

Model and implementation of body movement recognition using Support Vector Machines and Finite State Machines with cartesian coordinates input for gesture-based interaction
by: Raphael W. de Bettio, et al.
Published: (2013-10-01)

Quantum-Enhanced Support Vector Machine for Sentiment Classification
by: Fariska Zakhralativa Ruskanda, et al.
Published: (2023-01-01)