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A comparative study of efficient initialization methods for the k-means clustering algorithm

Expert systems with applications, 2013-01, Vol.40 (1), p.200-210

2013

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MIFS-ND: A mutual information-based feature selection method

Expert systems with applications, 2014-10, Vol.41 (14), p.6371-6385

2014

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Breast cancer diagnosis based on feature extraction using a hybrid of K-means and support vector machine algorithms

Expert systems with applications, 2014-03, Vol.41 (4), p.1476-1482

2014

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Educational data mining: A survey and a data mining-based analysis of recent works

Expert systems with applications, 2014-03, Vol.41 (4), p.1432-1462

Peña-Ayala, Alejandro

2014

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A novel hybrid intrusion detection method integrating anomaly detection with misuse detection

Expert systems with applications, 2014-03, Vol.41 (4), p.1690-1700

2014

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Predicting stock and stock price index movement using Trend Deterministic Data Preparation and machine learning techniques

Expert systems with applications, 2015-01, Vol.42 (1), p.259-268

2015

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Document-level sentiment classification: An empirical comparison between SVM and ANN

Expert systems with applications, 2013-02, Vol.40 (2), p.621-633

2013

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A cost-sensitive decision tree approach for fraud detection

Expert systems with applications, 2013-11, Vol.40 (15), p.5916-5923

2013

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A multi-label classification based approach for sentiment classification

Expert systems with applications, 2015-02, Vol.42 (3), p.1083-1093

2015

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Phishing detection based Associative Classification data mining

Expert systems with applications, 2014-10, Vol.41 (13), p.5948-5959

2014

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Twitter brand sentiment analysis: A hybrid system using n-gram analysis and dynamic artificial neural network

Expert systems with applications, 2013-11, Vol.40 (16), p.6266-6282

2013

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Knowledge discovery in medicine: Current issue and future trend

Expert systems with applications, 2014-07, Vol.41 (9), p.4434-4463

2014

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A new hybrid Modified Firefly Algorithm and Support Vector Regression model for accurate Short Term Load Forecasting

Expert systems with applications, 2014-10, Vol.41 (13), p.6047-6056

2014

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Business intelligence in banking: A literature analysis from 2002 to 2013 using text mining and latent Dirichlet allocation

Expert systems with applications, 2015-02, Vol.42 (3), p.1314-1324

2015

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A fuzzy AHP-TOPSIS framework for ranking the solutions of Knowledge Management adoption in Supply Chain to overcome its barriers

Expert systems with applications, 2014-02, Vol.41 (2), p.679-693

2014

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Association rule mining to detect factors which contribute to heart disease in males and females

Expert systems with applications, 2013-03, Vol.40 (4), p.1086-1093

2013

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Hybrid decision tree and naïve Bayes classifiers for multi-class classification tasks

Expert systems with applications, 2014-03, Vol.41 (4), p.1937-1946

2014

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Fault diagnosis of rolling element bearing with intrinsic mode function of acoustic emission data using APF-KNN

Expert systems with applications, 2013-08, Vol.40 (10), p.4137-4145

2013

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Benign and malignant breast tumors classification based on region growing and CNN segmentation

Expert systems with applications, 2015-02, Vol.42 (3), p.990-1002

2015

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Learned lessons in credit card fraud detection from a practitioner perspective

Expert systems with applications, 2014-08, Vol.41 (10), p.4915-4928

2014

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Dendroid: A text mining approach to analyzing and classifying code structures in Android malware families

Expert systems with applications, 2014-03, Vol.41 (4), p.1104-1117

2014

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An efficient diagnosis system for detection of Parkinson’s disease using fuzzy k-nearest neighbor approach

Expert systems with applications, 2013-01, Vol.40 (1), p.263-271

2013

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Unsupervised learning for human activity recognition using smartphone sensors

Expert systems with applications, 2014-10, Vol.41 (14), p.6067-6074

2014

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Classification of epileptic seizures in EEG signals based on phase space representation of intrinsic mode functions

Expert systems with applications, 2015-02, Vol.42 (3), p.1106-1117

2015

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A wrapper approach for feature selection based on Bat Algorithm and Optimum-Path Forest

Expert systems with applications, 2014-04, Vol.41 (5), p.2250-2258

2014

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A comparative study of efficient initialization methods for the k-means clustering algorithm

MIFS-ND: A mutual information-based feature selection method

Breast cancer diagnosis based on feature extraction using a hybrid of K-means and support vector machine algorithms

Educational data mining: A survey and a data mining-based analysis of recent works

A novel hybrid intrusion detection method integrating anomaly detection with misuse detection

Predicting stock and stock price index movement using Trend Deterministic Data Preparation and machine learning techniques

Document-level sentiment classification: An empirical comparison between SVM and ANN

A cost-sensitive decision tree approach for fraud detection

A multi-label classification based approach for sentiment classification

Phishing detection based Associative Classification data mining

Twitter brand sentiment analysis: A hybrid system using n-gram analysis and dynamic artificial neural network

Knowledge discovery in medicine: Current issue and future trend

A new hybrid Modified Firefly Algorithm and Support Vector Regression model for accurate Short Term Load Forecasting

Business intelligence in banking: A literature analysis from 2002 to 2013 using text mining and latent Dirichlet allocation

A fuzzy AHP-TOPSIS framework for ranking the solutions of Knowledge Management adoption in Supply Chain to overcome its barriers

Association rule mining to detect factors which contribute to heart disease in males and females

Hybrid decision tree and naïve Bayes classifiers for multi-class classification tasks

Fault diagnosis of rolling element bearing with intrinsic mode function of acoustic emission data using APF-KNN

Benign and malignant breast tumors classification based on region growing and CNN segmentation

Learned lessons in credit card fraud detection from a practitioner perspective

Dendroid: A text mining approach to analyzing and classifying code structures in Android malware families

An efficient diagnosis system for detection of Parkinson’s disease using fuzzy k-nearest neighbor approach

Unsupervised learning for human activity recognition using smartphone sensors

Classification of epileptic seizures in EEG signals based on phase space representation of intrinsic mode functions

A wrapper approach for feature selection based on Bat Algorithm and Optimum-Path Forest

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