Toward a development of general type-2 fuzzy classifiers applied in diagnosis problems through embedded type-1 fuzzy classifiers

Fuzzy granular classification based on the principle of justifiable granularity

(2019) Chen Fu et al.   KNOWLEDGE-BASED SYSTEMS

Leukemia diagnosis in blood slides using transfer learning in CNNs and SVM for classification

(2018) Luis H.S. Vogado et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

High order α-planes integration: A new approach to computational cost reduction of General Type-2 Fuzzy Systems

(2018) Emanuel Ontiveros et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A support vector machine-based ensemble algorithm for breast cancer diagnosis

(2018) Haifeng Wang et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Likelihood-fuzzy analysis: From data, through statistics, to interpretable fuzzy classifiers

(2018) Marco Pota et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Fuzzy classifiers with information granules in feature space and logic-based computing

(2018) Xingchen Hu et al.   PATTERN RECOGNITION

A System on Chip for Melanoma Detection Using FPGA-based SVM Classifier

(2018) Shereen Afifi et al.   MICROPROCESSORS AND MICROSYSTEMS

Multi-task deep convolutional neural network for cancer diagnosis

(2018) Qing Liao et al.   NEUROCOMPUTING

Automated diagnosis of breast ultrasonography images using deep neural networks

(2018) Xiaofeng Qi et al.   MEDICAL IMAGE ANALYSIS

An improved genetic-fuzzy system for classification and data analysis

(2017) Adel Lahsasna et al.   EXPERT SYSTEMS WITH APPLICATIONS

Towards improving the efficiency of the fuzzy cognitive map classifier

(2017) Wojciech Froelich   NEUROCOMPUTING

Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals

(2017) U. Rajendra Acharya et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Optimization of fuzzy controller design using a new bee colony algorithm with fuzzy dynamic parameter adaptation

(2016) Camilo Caraveo et al.   APPLIED SOFT COMPUTING

Impact of small-world network topology on the conventional artificial neural network for the diagnosis of diabetes

(2016) Okan Erkaymaz et al.   CHAOS SOLITONS & FRACTALS

On clarifying some definitions and notations used for type-2 fuzzy sets as well as some recommended changes

(2016) Jerry M. Mendel et al.   INFORMATION SCIENCES

A comparative study of type-1 fuzzy logic systems, interval type-2 fuzzy logic systems and generalized type-2 fuzzy logic systems in control problems

(2016) Oscar Castillo et al.   INFORMATION SCIENCES

A fine-grained Random Forests using class decomposition: an application to medical diagnosis

(2015) Eyad Elyan et al.   NEURAL COMPUTING & APPLICATIONS

Edge-Detection Method for Image Processing Based on Generalized Type-2 Fuzzy Logic

(2014) Patricia Melin et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Classification of EMG signals using PSO optimized SVM for diagnosis of neuromuscular disorders

(2013) Abdulhamit Subasi   COMPUTERS IN BIOLOGY AND MEDICINE

Bagged ensemble of Fuzzy C-Means classifiers for nuclear transient identification

(2011) Piero Baraldi et al.   ANNALS OF NUCLEAR ENERGY

Robust fuzzy rough classifiers

(2011) Qinghua Hu et al.   FUZZY SETS AND SYSTEMS

Prediction of Breast Cancer Using Artificial Neural Networks

(2011) Ismail Saritas   JOURNAL OF MEDICAL SYSTEMS

$\alpha$-Plane Representation for Type-2 Fuzzy Sets: Theory and Applications

(2009) J.M. Mendel et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS