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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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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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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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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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More than words: Social networks’ text mining for consumer brand sentiments

Expert systems with applications, 2013-08, Vol.40 (10), p.4241-4251

Mostafa, Mohamed M.

2013

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Facing the cold start problem in recommender systems

Expert systems with applications, 2014-03, Vol.41 (4), p.2065-2073

2014

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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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Ontology-based sentiment analysis of twitter posts

Expert systems with applications, 2013-08, Vol.40 (10), p.4065-4074

2013

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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 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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Phishing detection based Associative Classification data mining

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

2014

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EMG feature evaluation for improving myoelectric pattern recognition robustness

Expert systems with applications, 2013-09, Vol.40 (12), p.4832-4840

2013

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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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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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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 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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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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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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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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Genetic algorithm-based heuristic for feature selection in credit risk assessment

Expert systems with applications, 2014-03, Vol.41 (4), p.2052-2064

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

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

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

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

More than words: Social networks’ text mining for consumer brand sentiments

Facing the cold start problem in recommender systems

A cost-sensitive decision tree approach for fraud detection

A multi-label classification based approach for sentiment classification

Ontology-based sentiment analysis of twitter posts

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

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

Phishing detection based Associative Classification data mining

EMG feature evaluation for improving myoelectric pattern recognition robustness

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

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

Knowledge discovery in medicine: Current issue and future trend

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

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

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

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

Genetic algorithm-based heuristic for feature selection in credit risk assessment

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