Hybrid Multi-Label Classification Model for Medical Applications Based on Adaptive Synthetic Data and Ensemble Learning

Multi-label learning with Relief-based label-specific feature selection

(2023) Jiadong Zhang et al.   APPLIED INTELLIGENCE

Robust Label and Feature Space Co-Learning for Multi-Label Classification

(2023) Zhifeng Liu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Plant disease identification using fuzzy feature extraction and PNN

(2023) Reva Nagi et al.   Signal Image and Video Processing

Multi-Label Feature Selection via Label Enhancement and Analytic Hierarchy Process

(2023) Jintao Huang et al.   IEEE Transactions on Emerging Topics in Computational Intelligence

Classification and Authentication of Induction Motor Faults using Time and Frequency Feature Dependent Probabilistic Neural Network Model

(2023) Arunava Kabiraj Thakur et al.   Journal of The Institution of Engineers (India): Series B

A Novel Deep Learning Model for Detection of Severity Level of the Disease in Citrus Fruits

(2022) Poonam Dhiman et al.   Electronics

Linear Ordering Problem based Classifier Chain using Genetic Algorithm for multi-label classification

(2022) Nitin Kumar Mishra et al.   APPLIED SOFT COMPUTING

AdaBoost Ensemble Methods Using K-Fold Cross Validation for Survivability with the Early Detection of Heart Disease

(2022) T. R. Mahesh et al.   Computational Intelligence and Neuroscience

Evolutionary self-organizing fuzzy system using fuzzy-classification-based social learning particle swarm optimization

(2022) Tao Zhao et al.   INFORMATION SCIENCES

MSSL: a memetic-based sparse subspace learning algorithm for multi-label classification

(2022) Hamid Bayati et al.   International Journal of Machine Learning and Cybernetics

Explainable diabetes classification using hybrid Bayesian-optimized TabNet architecture

(2022) Lionel P. Joseph et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Dynamic ensemble learning for multi-label classification

(2022) Xiaoyan Zhu et al.   INFORMATION SCIENCES

Feature distribution-based label correlation in multi-label classification

(2021) Xiaoya Che et al.   International Journal of Machine Learning and Cybernetics

Design of intelligent diabetes mellitus detection system using hybrid feature selection based XGBoost classifier

(2021) Anju Prabha et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Sound classification using evolving ensemble models and Particle Swarm Optimization

(2021) Li Zhang et al.   APPLIED SOFT COMPUTING

Feature selection using Fisher score and multilabel neighborhood rough sets for multilabel classification

(2021) Lin Sun et al.   INFORMATION SCIENCES

False Negative Rates in Benign Thyroid Nodule Diagnosis: Machine Learning for Detecting Malignancy

(2021) Alexander J. Idarraga et al.   JOURNAL OF SURGICAL RESEARCH

3D convolutional neural networks-based multiclass classification of Alzheimer’s and Parkinson’s diseases using PET and SPECT neuroimaging modalities

(2021) Ahsan Bin Tufail et al.   Brain Informatics

Intuitionistic based segmentation of thyroid nodules in ultrasound images

(2020) Deepika Koundal et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Local Statistics-based Speckle Reducing Bilateral Filter for Medical Ultrasound Images

(2020) Karamjeet Singh et al.   MOBILE NETWORKS & APPLICATIONS

Active k-Labelsets Ensemble for Multi-label Classification

(2020) Ran Wang et al.   PATTERN RECOGNITION

Impact of diabetes mellitus on mortality rates and outcomes in myocardial infarction

(2020) Volker H. Schmitt et al.   DIABETES & METABOLISM

End-to-End Feature-Aware Label Space Encoding for Multilabel Classification With Many Classes

(2018) Zijia Lin et al.   IEEE Transactions on Neural Networks and Learning Systems

LSTM $$^{2}$$ 2 : Multi-Label Ranking for Document Classification

(2017) Yan Yan et al.   NEURAL PROCESSING LETTERS

REMEDIAL-HwR: Tackling multilabel imbalance through label decoupling and data resampling hybridization

(2017) Francisco Charte et al.   NEUROCOMPUTING