Novel deep genetic ensemble of classifiers for arrhythmia detection using ECG signals

Classification of imbalanced ECG beats using re-sampling techniques and AdaBoost ensemble classifier

(2018) Kandala N.V.P.S. Rajesh et al.   Biomedical Signal Processing and Control

A novel wavelet sequence based on deep bidirectional LSTM network model for ECG signal classification

(2018) Özal Yildirim   COMPUTERS IN BIOLOGY AND MEDICINE

Novel methodology of cardiac health recognition based on ECG signals and evolutionary-neural system

(2018) Paweł Pławiak   EXPERT SYSTEMS WITH APPLICATIONS

An ICA-EBM-Based sEMG Classifier for Recognizing Lower Limb Movements in Individuals With and Without Knee Pathology

(2018) Ganesh R. Naik et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Dynamic classifier selection: Recent advances and perspectives

(2018) Rafael M.O. Cruz et al.   Information Fusion

Novel genetic ensembles of classifiers applied to myocardium dysfunction recognition based on ECG signals

(2018) Paweł Pławiak   Swarm and Evolutionary Computation

Automatic recognition of arrhythmia based on principal component analysis network and linear support vector machine

(2018) Weiyi Yang et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Arrhythmia detection using deep convolutional neural network with long duration ECG signals

(2018) Özal Yıldırım et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A deep convolutional neural network model for automated identification of abnormal EEG signals

(2018) Özal Yıldırım et al.   NEURAL COMPUTING & APPLICATIONS

A new nested ensemble technique for automated diagnosis of breast cancer

(2018) Moloud Abdar et al.   PATTERN RECOGNITION LETTERS

Application of Computational Intelligence Methods for the Automated Identification of Paper-Ink Samples Based on LIBS

(2018) Krzysztof Rzecki et al.   SENSORS

Ensemble learning for data stream analysis: A survey

(2017) Bartosz Krawczyk et al.   Information Fusion

Person recognition based on touch screen gestures using computational intelligence methods

(2017) Krzysztof Rzecki et al.   INFORMATION SCIENCES

Automated detection of arrhythmias using different intervals of tachycardia ECG segments with convolutional neural network

(2017) U. Rajendra Acharya et al.   INFORMATION SCIENCES

Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals

(2017) U. Rajendra Acharya et al.   INFORMATION SCIENCES

Improving the Diagnosis of Liver Disease Using Multilayer Perceptron Neural Network and Boosted Decision Trees

(2017) Moloud Abdar et al.   Journal of Medical and Biological Engineering

Arrhythmia recognition and classification using combined linear and nonlinear features of ECG signals

(2016) Fatin A. Elhaj et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

ECG-based heartbeat classification for arrhythmia detection: A survey

(2016) Eduardo José da S. Luz et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Neural networks: An overview of early research, current frameworks and new challenges

(2016) Alberto Prieto et al.   NEUROCOMPUTING

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Comparison of computational intelligence methods on the example of phenol approximation based on signals from metal oxide sensor array

(2014) Pawel Plawiak et al.   IEEE SENSORS JOURNAL

An estimation of the state of consumption of a positive displacement pump based on dynamic pressure or vibrations using neural networks

(2014) Paweł Pławiak   NEUROCOMPUTING

Heartbeat classification using disease-specific feature selection

(2013) Zhancheng Zhang et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Classification of tea specimens using novel hybrid artificial intelligence methods

(2013) Paweł Pławiak et al.   SENSORS AND ACTUATORS B-CHEMICAL

Application of principal component analysis to ECG signals for automated diagnosis of cardiac health

(2012) Roshan Joy Martis et al.   EXPERT SYSTEMS WITH APPLICATIONS

ECG arrhythmia classification based on optimum-path forest

(2012) Eduardo José da S. Luz et al.   EXPERT SYSTEMS WITH APPLICATIONS

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Optimization of ECG Classification by Means of Feature Selection

(2011) T. Mar et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Weighted Conditional Random Fields for Supervised Interpatient Heartbeat Classification

(2011) G. de Lannoy et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms

(2011) Joaquín Derrac et al.   Swarm and Evolutionary Computation

Deep Machine Learning - A New Frontier in Artificial Intelligence Research [Research Frontier]

(2010) I Arel et al.   IEEE Computational Intelligence Magazine

Heartbeat Classification Using Feature Selection Driven by Database Generalization Criteria

(2010) Mariano Llamedo et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A systematic analysis of performance measures for classification tasks

(2009) Marina Sokolova et al.   INFORMATION PROCESSING & MANAGEMENT

Overfitting cautious selection of classifier ensembles with genetic algorithms

(2008) Eulanda M. Dos Santos et al.   Information Fusion

Classifier ensembles: Select real-world applications

(2007) Nikunj C. Oza et al.   Information Fusion