Publications

    1.   S., Azrour, M., Ahmad EL Allaoui., ...Alabdulatif, A., Alnajim, A.   An Exhaustive Survey on Authentication Classes in the IoT Environments. Dargaoui,  Indonesian Journal of Electrical Engineering and Informatics, 2024, 12(1), pp. 15–31.

2.      Amrani, I.E., Idrissi, A.L.E., Bahri, A., Ahmad EL Allaoui. A dragonfly algorithm for solving the Fixed Charge Transportation Problem FCTP. Data and Metadata, 2024, 3, 218.

3.      Khouibiri, N., Farhaoui, Y., Ahmad EL Allaoui. Design and Analysis of a Recommendation System Based on Collaborative Filtering Techniques for Big Data.  Intelligent and Converged Networks, 2023, 4(4), pp. 296–304.

4.      Oumoulylte, M. , Alaoui, A.O. , Farhaoui, Y., Ahmad EL Allaoui, Bahri, A. Convolutional neural network-based approach for skin lesion classification. Data and Metadata, 2023, 2, 171.

5.      Farhaoui, O. , Fethi, M.R. , Zeroual, I. Ahmad EL Allaoui. Toward innovative recognition of handwritten arabic characters: A hybrid approach with SIFT, BOVW, and SVM classification. Data and Metadata, 2023, 2, 176.

6.      El Haddadi, A. , El Haddadi, O. , Cherradi, M. , ... El Haddadi, A. , Ahmad EL Allaoui. Data Lake Management System based on Topic Modeling. Data and Metadata, 2023, 2, 183.

7.      Alaoui, A.O. , Bahi, O.E., Fethi, M.R., ... Ahmad EL Allaoui., Farhaoui, Y. Pre-trained CNNs: Evaluating Emergency Vehicle Image Classification. Data and Metadata, 2023, 2, 153.

8.      Benaissa, A., Bahri, A. , Ahmad EL Allaoui. , Salahddine, M.A. Build a trained data of tesseract ocr engine for tifinagh script recognition.. Data and Metadata, 2023, 2, 185.

9.      Oumoulylte, M., Bahri, A., Farhaoui, Y., Ahmad EL Allaoui. An efficient prediction system for diabetes disease based on machine learning algorithms. Data and Metadata, 2023, 2, 173

10.   Benaissa, A., Bahri, A., Ahmad EL Allaoui, Salahddine, M.A. Transformative progress in document digitization: An in-depth exploration of machine and deep learning models for character recognition. Data and Metadata, 2023, 2, 174.

11.   Hajraoui, N., Azrour, M. , Ahmad EL Allaoui. Classification of diseases in tomato leaves with deep transfer learning. Data and Metadata, 2023, 2, 181

12.   Fethi, M.R., Farhaoui, O., Zeroual, I. , Ahmad EL Allaoui. A progressive approach to arabic character recognition using a modified freeman chain code algorithm. Data and Metadata, 2023, 2, 178.

13.   Triantafyllou, S.A., Farhaoui, Y. , Sapounidis, T. , ...Ahajjam, T. ,  Ahmad EL Allaoui. Gamification in Corporate Training Context with the “EU ZEIN” project.  Salud, Ciencia y Tecnologia - Serie de Conferencias, 2023, 2, 605

14.   Oumoulylte, M. , Alaoui, A.O. , Farhaoui, Y. , Ahmad EL Allaoui, Bahri, A. CONVOLUTIONAL NEURAL NETWORK-BASED SKIN CANCER CLASSIFICATION WITH TRANSFER LEARNING MODELS. Radioelectronic and Computer Systems, 2023, (4(108)), pp. 75–87.

15.   Deep Learning Applied on Arabic language for punctuation marks prediction. Aboutaib, A., Zeroual, I., Ahmad EL Allaoui. Salud, Ciencia y Tecnologia - Serie de Conferencias, 2023, 2, 472

16.   Gray Level Homogeneity Analysis: A Novel Approach. Beghdadi, A.E. , Merzougui, M., Ahmad EL Allaoui. Data and Metadata, 2023, 2, 170.

17.   Effect of Feature Selection on the Prediction of Direct Normal Irradiance. Boutahir, M.K., Farhaoui, Y., Azrour, M., Zeroual, I., Ahmad EL Allaoui. Big Data Mining and Analytics, 2022, 5(4), pp. 309–317.

18.   El Haddadi, T., El Haddadi, O., Mourabit, T., Ahmad EL Allaoui, Ben Ahmed, M. Automatic analysis of the sustainability of public procurement based on Text Mining: The case of the Moroccan ICT markets. Cleaner and Responsible Consumption, 2021, 3, 100037.

19.   Ahmad El Allaoui and Mohammed Merzougui. Evolutionary Region Growing for Image Segmentation. International Journal of Applied Engineering Research (IJAER), ISSN 0973-4562. vol. 13, N°. 5, pp. 2084-2090, 2018.

20.   Mohammed Merzougui and Ahmad El Allaoui. Unsupervised classification by Isodata using genetic algorithm and Xie - Beni criterion. International Journal of Applied Engineering Research (IJAER), ISSN 0973-4562. vol. 13, N°. 5, pp. 2163-2167, 2018.

21.   Ahmad EL Allaoui. Clustering Kmeans with Evolutionary Strategies. International Journal of Imaging & Robotics, vol. 17, N°. 3, July  2017.

22.   Ahmad EL Allaoui, Rachid Alaoui, Mohammed et Merzougui, M’barek Nasri. Optimization of Region Growing Segmentation by Evolutionary Algorithm. J. Ponte, vol. 73, N°. 4, 2017.

23.   Rachid Alaoui, Khalid Abbad, Ahmad EL Allaoui and Moulay Abdellah Kassimi. Secure Approach for Net Banking by Using Fingerprint Authentication in Distributed J2EE Technology. International Journal of Computer Science and Information Security (IJCSIS), ISSN 1947-5500, Vol. 14, N°. 7, July 2016.

24.   Rachid Alaoui, Ahmad EL Allaoui, Moulay Abdellah Kassimi. Secure Internet Banking Authentication Based on Multimodal Biometric in Distributed Technology. J. Ponte, vol. 72, N°.10, 2016.

25.   Ahmad EL Allaoui, M. Merzougui, M. Nasri, M. EL Hitmy and H. Ouariachi.  Optimization of Unsupervised Classification by Evolutionary Strategies. IJCSNS International Journal of Computer Science and Network Security, ISSN: 1738-7906, vol. 10 N°. 6 pp. 325-332 June, 2010.

25. M. Merzougui, A. EL Allaoui, M. Nasri, M. EL Hitmy and H. Ouariachi.  Unsupervised classification using evolutionary strategies approach and the Xie and Beni criterion. IJAST International Journal of Advanced Science and Technology, ISSN: 2005-4238, Vol.  19, pp 43-58 June, 2010.

27.   Ahmad EL Allaoui, M. Merzougui, M. Nasri, M. EL Hitmy and H. Ouariachi.  Evolutionary Image Segmentation By Pixel Classification Application To Medical Images.  IJCIIS International Journal of Computational Intelligence and Information Security, ISSN: 1837-7823, vol. 2, N°. 3, pp. 12-24. March 2011.

28.   M. Merzougui, A. EL Allaoui, M. Nasri, M. EL Hitmy and H. Ouariachi. Evolutionary Image Segmentation By Pixel Classification And the evolutionary Xie and Beni Criterion: Application To Qualité Control. IJCIIS International Journal of Computational Intelligence and Information Security, ISSN: 1837-7823, vol.  2, N°. 8, pp 04-13, August, 2011.

29. Ahmad EL Allaoui and M. Nasri. Medical Image Segmentation by Marker-Controlled Watershed and Mathematical Morphology.  The International Journal of Multimedia & Its Applications (IJMA), June 2012.  

30. Ahmad EL Allaoui and M. Nasri. Medical Image Segmentation by Evolutionary Approach and Watershed Morphology.  International Journal of Computer Applications. vol. 47, N°.24, pp. 24-28. USA, June 2012.

31. Ahmad. EL Allaoui and M. Nasri. Threshold optimization by genetic algorithm for segmentation of medical images by region growing. International Journal of Emerging Trends and Technology in Computer Science (IJETTCS), vol. 1, N°. 2, pp. 161-166, 2012.