Journal of Intelligent Learning Systems and Applications

Journal of Intelligent Learning Systems and Applications

ISSN Print: 2150-8402
ISSN Online: 2150-8410
www.scirp.org/journal/jilsa
E-mail: jilsa@scirp.org
"A KNN Undersampling Approach for Data Balancing"
written by Marcelo Beckmann, Nelson F. F. Ebecken, Beatriz S. L. Pires de Lima,
published by Journal of Intelligent Learning Systems and Applications, Vol.7 No.4, 2015
has been cited by the following article(s):
  • Google Scholar
  • CrossRef
[1] Combination of Oversampling and Undersampling Techniques on Imbalanced Datasets
International Conference on …, 2023
[2] New Undersampling Method Based on the kNN Approach
Procedia Computer Science, 2022
[3] Current Problems and Solutions of Industrial Control Network Intrusion Detection: A Brief Survey
2022 IEEE International …, 2022
[4] Real-life evaluation of deep learning models trained on two datasets for Plasmodium falciparum detection with thin blood smear images at 500x magnification
Informatics in Medicine …, 2022
[5] Object Tracking Using Adapted Optical Flow
2022
[6] Machine-Learning Model to Predict the Intradialytic Hypotension Based on Clinical-Analytical Data
Pittí, JM Gómez-Pulido… - IEEE …, 2022
[7] Classification of Cotton Genotypes with Mixed Continuous and Categorical Variables: Application of Machine Learning Models
Ansari, M Khan, S Heddam, A Malik - Sustainability, 2022
[8] Identifying Protein Features and Pathways Responsible for Toxicity Using Machine Learning and Tox21: Implications for Predictive Toxicology
Molecules, 2022
[9] Diversity based imbalance learning approach for software fault prediction using machine learning models
Applied Soft Computing, 2022
[10] Analysis of machine learning strategies for prediction of passing undergraduate admission test
International Journal of …, 2022
[11] Can Machine Learning classifiers be used to regulate nutrients using small training datasets for aquaponic irrigation?: A comparative analysis
Neto, S Kalafatis - Plos one, 2022
[12] Dengesiz veri setlerinde sınıflandırma problemlerinin çözümünde melez yöntem uygulaması
2022
[13] An Experimental Comparison of Classification Algorithms for Premium Beef Customer Buying Intention
… on Decision Aid …, 2022
[14] Prediction of Forest Fire Risk for Artillery Military Training using Weighted Support Vector Machine for imbalanced data
2022
[15] Система інтелектуального аналізу даних для впровадження розумного будинку
2022
[16] Classificação de Unidades Consumidoras Irrigantes de Arroz Para Análise de Perdas Não Técnicas Utilizando o Método de Random Forest
SEPOC …, 2021
[17] Metodologia para identificação de perdas não técnicas em unidades consumidoras localizadas em áreas rurais com cultivo de arroz irrigado
2021
[18] Enhanced classification of hyperspectral images using improvised oversampling and undersampling techniques
2021
[19] Exploring the most important variables for winning a professional League of Legends match
2021
[20] A machine learning framework for balancing training sets of sensor sequential data streams
Sensors, 2021
[21] Ready, Steady, Go AI: A practical tutorial on fundamentals of artificial intelligence and its applications in phenomics image analysis
Patterns, 2021
[22] Assessing the Lockdown Effects on Air Quality during COVID-19 Era
2021
[23] An Effective Undersampling Approach to Deal with Class Imbalance Problem in Software Defect Prediction
2021
[24] Handling the imbalanced data with missing value elimination SMOTE in the classification of the relevance education background with graduates employment
2021
[25] Improvement of Random Undersampling to Avoid Excessive Removal of Points from a Given Area of the Majority Class
2021
[26] Machine Learning Tools to Assess the Impact of COVID-19 Civil Measures in Atmospheric Pollution
2021
[27] TFIDF-Random Forest: Prediction of Aptamer-Protein Interacting Pairs
2021
[28] A Bonferroni Mean Based Fuzzy K Nearest Centroid Neighbor Classifier
2021
[29] FIUS: Fixed partitioning undersampling method
Clinica Chimica Acta, 2021
[30] Dataset Generation for Development of Multi-Node Cyber Threat Detection Systems
Electronics, 2021
[31] A novel prognostics solution for machine tool sub-units: The hydraulic case
Proceedings of the …, 2021
[32] Identifying Protein Features and Pathways Responsible for Toxicity using Machine learning, CANDO, and Tox21 datasets: Implications for Predictive Toxicology
bioRxiv, 2021
[33] Application of The Nearest Neighbor Algorithm for Classification of Online Taxibike Sentiments In Indonesia In The Google Playstore Application
Journal of Physics: Conference Series, 2021
[34] A Survey of Traffic Prediction: from Spatio-Temporal Data to Intelligent Transportation
2021
[35] A diagnostic framework for imbalanced classification in business process predictive monitoring
2021
[36] The Impact of Real Big Data on our Future and Risk Identification
2020
[37] Detección automática de señales de tránsito utilizando aprendizaje de máquina.
2020
[38] Modelling probability of default with machine learning: how well does machine learning perform and can it replace the standard methods?
2020
[39] Agrupamento e Classificação de Consumidores de Energia Rural Utilizando Random Forest e K-Nearest Neighbors
2020
[40] Urban flow prediction from spatiotemporal data using machine learning: A survey
2020
[41] Classification of Imbalanced Datasets Using Random Split Bagging Ensemble Technique
2020
[42] Prototype Selection Method Based on the Rivality and Reliability Indexes for the Improvement of the Classification Models and External Predictions
2020
[43] Comparative Analytics of Classifiers on Resampled Datasets for Pregnancy Outcome Prediction
2020
[44] A hybrid sampling algorithm combining M-SMOTE and ENN based on Random Forest for medical imbalanced data
2020
[45] A network-level sidewalk inventory method using mobile LiDAR and deep learning
2020
[46] A new fuzzy k-nearest neighbor classifier based on the Bonferroni mean
2020
[47] CSMOUTE: Combined Synthetic Oversampling and Undersampling Technique for Imbalanced Data Classification
2020
[48] Randomized and Evolutionary Approaches to Dataset Characterization, Feature Weighting, and Sampling in K-Nearest Neighbors
2020
[49] Hybrid Resampling Technique to Tackle the Imbalanced Classification Problem
2020
[50] Crime Prediction Using Spatio-Temporal Data
2020
[51] A Metaheuristic Optimization Approach for Parameter Estimation in Arrhythmia Classification from Unbalanced Data
2020
[52] 津波被災景観域における連結性の定量的評価に関する研究
2020
[53] Agrupamento e Classificaçao de Consumidores de Energia Rural Utilizando Random Forest e K-Nearest Neighbors
… de Automática-CBA, 2020
[54] Optical imaging with machine learning for the automated characterization of micro-and nanoscale devices
2019
[55] PENANGANAN KETIDAKSEIMBANGAN DATA MENGGUNAKAN METODE SMOTE UNTUK MENINGKATKAN KEAKURATAN DALAM PREDIKSI …
2019
[56] PENANGANAN KETIDAKSEIMBANGAN DATA MENGGUNAKAN METODE SMOTE UNTUK MENINGKATKAN KEAKURATAN DALAM PREDIKSI HUBUNGAN …
2019
[57] The Undersampling Effects on RANDSHUFF Oversampling Algorithms
2019
[58] MAESTRÍA EN CIENCIAS EN SISTEMAS DIGITALES
2019
[59] K-Nearest Neighbors Undersampling as Balancing Data for Cyber Troll Detection
2019
[60] NearCount: Selecting critical instances based on the cited counts of nearest neighbors
2019
[61] LAND-COVER MAPS USING MULTIPLE CLASSIFIER SYSTEM FOR POST-DISASTER LANDSCAPE MONITORING.
2019
[62] Tree-Based Space Partition and Merging Ensemble Learning Framework for Imbalanced Problems
2019
[63] KNN-Based Overlapping Samples Filter Approach for Classification of Imbalanced Data
2019
[64] Land-Cover Maps Using Multiple Classifier System for Post-Disaster Landscape Monitoring
2019
[65] The Proposal of Undersampling Method for Learning from Imbalanced Datasets
2019
[66] Data augmentation for cancer classification in oncogenomics: an improved KNN based approach
2019
[67] Urban flows prediction from spatial-temporal data using machine learning: A survey
2019
[68] A Membership Probability–Based Undersampling Algorithm for Imbalanced Data
Journal of Classification, 2019
[69] METODE GENERALIZED MEAN DISTANCE-BASED K-NEAREST NEIGHBOR CLASSIFIER (GMDKNN) UNTUK ANALISIS CREDIT SCORING CALON DEBITUR …
2019
[70] Undersampling Majority Class pada Kasus Imbalanced Dataset dan Aplikasinya Pada Deteksi Anomali Transaksi Kartu Kredit
2019
[71] Shear alignment and 2D charge transport of tilted smectic liquid crystalline phases–XRD and FET studies
Journal of Materials …, 2019
[72] Handling class imbalance using swarm intelligence techniques, hybrid data and algorithmic level solutions
2018
[73] ENSEMBLE LEARNING DENGAN METODE SMOTEBAGGING PADA KLASIFIKASI DATA TIDAK SEIMBANG
2018
[74] A Review on Handling Imbalanced Data
2018
[75] Evaluating multiple classifier system for the reduction of salt-and-pepper noise in the classification of very-high-resolution satellite images
International Journal of Remote Sensing, 2018
[76] Інтелектуальний аналіз даних в умовах розумного будинку
2018
[77] ІНТЕЛЕКТУАЛЬНИЙ АНАЛІЗ ДАНИХ В УМОВАХ" РОЗУМНОГО БУДИНКУ"
Сучасні проблеми наукового …, 2018
[78] A novel data-mining model for automated prediction of low birth weight
2017
[79] A machine learning approach to predict crime using time and location data
2017
[80] A Classification Model for Imbalanced Medical Data based on PCA and Farther Distance based Synthetic Minority Oversampling Technique
International Journal of Advanced Computer Science and Applications, 2017
[81] An Unbalanced Data Hybrid-Sampling Algorithm Based on Multi-Information Fusion
2017
[82] Combining Over-Sampling and Under-Sampling Techniques for Imbalance Dataset
ICMLC 2017 Proceedings of the 9th International Conference on Machine Learning and Computing, 2017
[83] Stock price change prediction using news text mining
2017
[84] Subset Feature Selection Approach for Class Imbalance
2016
[85] 多子域隔离学习组合决策用于不均衡样本
计算机应用, 2016
[86] A Swarm Intelligence Approach in Undersampling Majority Class
Swarm Intelligence, 2016
[87] 불균형 데이터에서의 확률 기반 언더샘플링 기법
2016? ??????? ???????? ??? [4? ?? ????], 2016
[88] k–NEAREST NEIGHBOR (k-NN) ALGORITHM FOR CLASSIFICATION
Free SCIRP Newsletters
Copyright © 2006-2024 Scientific Research Publishing Inc. All Rights Reserved.
Top