Use of neuro-simulation techniques as proxies to reservoir simulator: application in production history matching

PC Silva, C Maschio, DJ Schiozer - Journal of Petroleum Science and …, 2007 - Elsevier
The Well Placement Optimization, Field Development Scheduling, History Matching with
Multiple Models, Global Optimization of Oil Production Systems are procedures related to …

An efficient speech recognition system in adverse conditions using the nonparametric regression

A Amrouche, M Debyeche, A Taleb-Ahmed… - … Applications of Artificial …, 2010 - Elsevier
General Regression Neural Networks (GRNN) have been applied to phoneme identification
and isolated word recognition in clean speech. In this paper, the authors extended this …

Application of neural network and global optimization in history matching

PC Silva, C Maschio, DJ Schiozer - Journal of Canadian Petroleum …, 2008 - onepetro.org
This article presents the application of global optimizers combined with Artificial Neural
Networks (ANN) to the history matching problem. An evolutionary algorithm is executed on …

[PDF][PDF] Arabic vowels recognition by modular arithmetic and wavelets using neural network

EF Khalaf, K Daqrouq, A Morfeq - Life Science Journal, 2014 - researchgate.net
Recently, the speech recognition is very attractive for researchers because of the very
significant related applications. For this reason, the novel research has been of very …

Wavelet lpc with neural network for spoken arabic digits recognition system

K Daqrouq, M Alfaouri, A Alkhateeb… - British Journal of …, 2014 - research.sdpublishers.net
The crucial problem of Arabic recognition systems is the availability of several dialects in
Arabic language, particularly those with sound variations. Therefore, low recognition rate is …

Reconnaissance automatique de la parole par les modèles connexionnistes

A Amrouche - 2007 - ccdz.cerist.dz
Résumé Dans ce contexte, notre contribution porte sur le développement d'un Système de
Reconnaissance Automatique de la Parole (SRAP) servant à l'identification de mots isolés …

Applications of the soft computing in the automated history matching

PC Silva, C Maschio, DJ Schiozer - PETSOC Canadian International …, 2006 - onepetro.org
A fundamental problem in the automated history matching is the development of
optimization algorithms to find optimal solution in multidimensional search spaces. These …

Improvement of the speech recognition in noisy environments using a nonparametric regression

A Amrouche, A Taleb-Ahmed, JM Rouvaen… - … Journal of Parallel …, 2009 - Taylor & Francis
In this paper, an efficient speech recognition system based on the general regression neural
network (GRNN) has been presented. The GRNN has been previously applied for phoneme …

[PDF][PDF] Feed forward back propagation neural network method for arabic vowel recognition based on wavelet linear prediction coding

KY Al Azzawi, K Daqrouq - … Journal of Advances in Engineering & …, 2011 - academia.edu
ABSTRACT A novel vowel feature extraction method via hybrid wavelet and linear prediction
coding (LPC) is presented here. The proposed Arabic vowels recognition system is …

A hybrid neural network based speech recognition system for pervasive environments

MSB Sehgal, I Gondal, L Dooley - 8th International Multitopic …, 2004 - ieeexplore.ieee.org
One of the major drawbacks to using speech as the input to any pervasive environment is
the requirement to balance accuracy with the high processing overheads involved. This …