@article {61609,
	title = {A Hybrid Neural Network for Detecting AtrioVentricular Block (AV B) in ECG Signal},
	year = {2020},
	abstract = {
	Biomedical domains are characterized by the presence of large amounts of high dimensional data and a lack of general theories to understand structural and functional components. Artificial Neural Networks (ANN) are computer-based expert systems that have proved to be useful in pattern recognition tasks. ANN can be used in different phases of the decisionmaking process, from classification to diagnostic procedures. In this work, we develop a method based on a hybrid ANN. This method uses three different feed forward type multilayer neural networks, with the ability to classify ECGs as normal or carrying atrioventricular block (AVB). A single output unit encodes the probability of AVB occurrences. A value between 0 and 0.05 being the desired output for a normal ECG, a value between 0.05 and 1 would infer an occurrence of an AVB. The results show that, this hybrid network has a good performance to detect AVBs. They show a sensibility of 98\% and a specificity of 92\%.

},
	url = {https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.446.1335\&rep=rep1\&type=pdf},
	author = {Meghriche, Salama and Draa, Amer and Boulemden, Mohammed and Abada, Afnen}
}
@article {67049,
	title = {A New Approach for Enhancing Forecaster Performance for Chaotic Time Series},
	journal = {INTERNATIONAL JOURNAL OF INTELLIGENT CONTROL AND SYSTEMSINTERNATIONAL JOURNAL OF INTELLIGENT CONTROL AND SYSTEMS},
	volume = {17},
	year = {2012},
	month = {2012},
	pages = {41-46},
	author = {Boumella, Nora and Boulemden, Mohammed and Djouani, Karim and IQBAL, Sohail}
}
@article {67048,
	title = {A robust interval type-2 TSK fuzzy logic system design based on chebyshev fitting},
	journal = {International Journal of Control, Automation and SystemsInternational Journal of Control, Automation and Systems},
	volume = {10},
	year = {2012},
	month = {2012},
	pages = {727-736},
	isbn = {2005-4092},
	author = {Boumella, Nora and Djouani, Karim and Boulemden, Mohammed}
}
@proceedings {67315,
	title = {Designing a global fuzzy logic forecaster for chaotic time series},
	journal = {The 22nd DAAAM International Symposium Intelligent Manufacturing and Automation},
	year = {2011},
	month = {2011},
	pages = {1473-1474},
	author = {Boumella, Nora and IQBAL, Sohail and Boulemden, Mohammed and Djouani, Karim}
}
@article {62326,
	title = {Agreement between multi-layer perceptron and a compound neural network on ECG diagnosis of aatrioventricular blocks},
	journal = {WSEAS Trans. Biol. BiomedWSEAS Trans. Biol. Biomed},
	volume = {5},
	year = {2008},
	month = {2008},
	pages = {12-22},
	author = {Meghriche, Salama and Boulemden, Mohammed and Draa, Amer}
}
@article {62328,
	title = {On the analysis of a compound neural network for detecting AtrioVentricular heart block (AVB) in an ECG signal},
	journal = {International Journal of Biological and Medical SciencesInternational Journal of Biological and Medical Sciences},
	volume = {1},
	year = {2008},
	month = {2008},
	pages = {1-11},
	author = {Meghriche, Salama and Draa, Amer and Boulemden, Mohammed}
}
@proceedings {62327,
	title = {Two neural networks architectures for detecting AVB},
	journal = {WSEAS International Conference. Proceedings. Mathematics and Computers in Science and Engineering},
	year = {2008},
	month = {2008},
	publisher = {World Scientific and Engineering Academy and Society},
	isbn = {960-6766-52-7},
	author = {Meghriche, Salama and Boulemden, Mohammed and Draa, Amer}
}
@article {61938,
	title = {Recursive algorithm based on fuzzy 2-partition entropy for 2-level image thresholding},
	journal = {Pattern RecognitionPattern Recognition},
	volume = {38},
	year = {2005},
	month = {2005},
	pages = {1289-1294},
	isbn = {0031-3203},
	author = {BENABDELKADER, SOUAD and Boulemden, Mohammed}
}
@inbook {61825,
	title = {Threshold selection by maximizing the between-class variance of a fuzzy 2-partition},
	booktitle = {Recent Trends In Multimedia Information Processing},
	year = {2002},
	month = {2002},
	pages = {282-288},
	publisher = {World Scientific},
	organization = {World Scientific},
	author = {BENABDELKADER, SOUAD and Boulemden, Mohammed and LOUIFI, SALIM}
}
@inbook {61824,
	title = {Wavelet transform and variable block truncation coding for image compression},
	booktitle = {Recent Trends In Multimedia Information Processing},
	year = {2002},
	month = {2002},
	pages = {244-248},
	publisher = {World Scientific},
	organization = {World Scientific},
	author = {BENABDELKADER, SOUAD and Boulemden, Mohammed}
}
