Recherche scientifique

   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.

Communications

1)     El Haddadi, O. , Chevalier, M., Dousset, B. , Ahmad El Allaoui, El Haddadi, A., Teste, O. Incremental data alignment in dynamic environments. INFORSID 2023 - 41eme INFormatique des Organisations et Systemes d'Information et de Decision, 2023, pp. 177–182.

2)     Boutahir, M.K., Farhaoui, Y., Azrour, M., El Allaoui, A., Boumait, E.M. A Novel OPT-GBoost Approach for Predicting Direct Normal Irradiance. Lecture Notes in Networks and Systems, 2023, 714 LNNS, pp. 343–350.

3)     Dargaoui, S., Azrour, M., Ahmad El Allaoui, ...Benkirane, S., Bouazza, S.H.An Overview of the Security Challenges in IoT Environment.. Environmental Science and Engineering 2023, pp. 151–160

4)     Oumoulylte, M., Ahmad El Allaoui., Farhaoui, Y., Amounas, F., Qaraai, Y. Deep Learning Algorithms for Skin Cancer Classification.. Lecture Notes in Networks and Systems, 2023, 635 LNNS, pp. 345–351

5)     Benaissa, A., Bahri, A., Ahmad El Allaoui. A Combined Approach of Computer Vision and NLP for Documents Data Extraction. Lecture Notes in Networks and Systems, 2023, 635 LNNS, pp. 7–13

6)     El Bahi, O., Qaraai, Y., Ahmad El Allaoui. A Coupled Graph Theoric and Deep Learning Approaches for Nonrigid Image Registration. Lecture Notes in Networks and Systems, 2023, 635 LNNS, pp. 27–32.

7)     El Haddadi, T., Ben Ahmed, M., Mourabit, T., El Haddadi, O., Ahmad El Allaoui. Environmental and Climate Risk Management in Public Procurement: A Proposed Decision Support Tool. 2023, 629 LNNS, pp. 24–35.

8)     Lahjouji El Idrissi, A., Ezzerrifi Amrani, I., Ahmad El Allaoui. Improved Parallel Genetic Algorithm for Fixed Charge Transportation Problem. Lecture Notes in Networks and Systems , 2023, 635 LNNS, pp. 524–530.

9)     El Youssefi, A., Hessane, A., Ahmad El Allaoui., Zeroual, I., Farhaoui, Heikin Ashi Candlesticks for Cryptocurrency Returns Clustering. Y. Lecture Notes in Networks and Systems, 2023, 635 LNNS, pp. 481–485.

10)  Mohamed Khalifa Boutahir, Yousef Farhaoui, Mourade Azrour, El Mahdi Boumait and Ahmad El Allaoui. A novel OPT-GBoost approach for predicting direct normal irradiance. The 4th Edition of the International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD’2022).

11)  Ali Benaissa, Abdelkhalak Bahri and Ahmad El Allaoui. Characters Type Recognition In Moroccan Documents Using CNN. 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET 2022).

12)  El Hadi Moulay Lhabib, Nasri M'Barek, Farhaoui Youssef and El Allaoui Ahmad. Application of the deep learning approach for identification and face recognition in real-time video. Th Fifth edition of the International Conference on Intelligent Systems and Computer Vision (ISCV 2022), May 18-20, 2022.

13)  Tarik El Haddadi, Mohamed Ben Ahmed, Taoufik Mourabit, Oumaima El Haddadi and Ahmad El Allaoui. Environmental and Climate Risk Management in Public Pro-curement: A Proposed Decision Support Tool the Third edition of the international conference on Digital Age & Technological Advances for sustainable development (IC-DATA 2022), May 27-28, 2022.

14)  M. Merzougui et Ahmad EL Allaoui. Region growing segmentation optimized by evolutionary approach and Maximum Entropy. International Workshop on Microwave Engineering, Communications Systems and Technologies, Belgique, 30 Avril 2019.

15)  Ahmad EL Allaoui et M. Merzougui. Clustering and Select Pertinent Features by Evolutionary Algorithm. The 3rd International Conference on Computing and Wireless Communication Systems. Kénitra Maroc, 24 Avril 2019.

16)  J. Mirhisse, Ahmad EL Allaoui et M. Nasri. Adapted Active Contours for Catadioptric Images using a Non-euclidean Metrics. The 2nd International Conference on Networking, Information Systems & Security. rabat, Maroc, 27 Mars 2019.

17)  Ahmad EL Allaoui.  Optimization of Clustering with select the most pertinent features by Evolutionary Algorithms. International Symposium on Computer Sciences and Applications (ISCSA2017), Errachidia, 26-28 Octobre 2017.

18)   Ahmad El Allaoui, Rachid Alaoui and Mohammed Merzougui. Evolutionary Clustering Kmeans. International MultiConference Program SIIE’2017 & ISKO-Maghreb’2017, Al-Hoceima, Maroc, 11-12 mai 2017.

19)   J. Mirhisse, M. Nasri et Ahmad EL Allaoui. Adaptive processing of catadioptric images using a Riemannian metric. The First International Conference of High Innovation in Computer Science (ICHICS'16), Kénitra, Maroc, 1-3 juin 2016.

20)   Ahmad EL Allaoui, M. Nasri, M. Merzougui et J. Mirhisse. Image Segmentation by Evolutionary Region Rrowing. The First International Conference of High Innovation in Computer Science (ICHICS'16), Kénitra, Maroc, 1-3 juin 2016.

21)   Rachid Alaoui, Ahmad EL Allaoui,  Moulay Abdellah Kassimi. Secure Mobile Banking and ATM Management Services in Distributed J2EE Technology. First Edition of International Workshop on New services and Networks (WNSN’16). Khouribga, Maroc, 23- 24 mai  2016.

22)   M. Merzougui, M. Nasri et Ahmad EL Allaoui. Isodata et les algorithmes génétiques pour une classification non supervisée. Congres Mediterraneen des Telecommunications (CMT’16), Tétouan, Maroc, 12-13 mai 2016.

23)   Ahmad  EL Allaoui, M. Nasri. Evolutionary algorithm for segmentation of medical images by region growing. 13th International Conference Computer Graphics, Imaging and Visualization CGIV16, 978-1-5090-0811-7/16 $31.00 © 2016 IEEE, Beni Mellal, Maroc, 29 March - 1 April, 2016.

24)   Khalid Haddouch, Ahmad El Allaoui, Abdelhafid Messaoudi, Karim El Moutaouakil and El Wardani Dadi. Clustering problem with 0-1 quadratic programming.  Mediterranean Conference on Information & Communication Technologies'2015 MedICT Saïdia, Maroc  7-9 Mai, 2015.

25)   Ahmad. EL Allaoui, M. Nasri, M. Merzougui,  M. EL Hitmy and B. Bouali.  Medical Image Segmentation By Region Evolutionary Approach.  The 3rd International Conference on Multimedia Computing and Systems ICMCS’12 Tangier, 10-12 May 2012.

26)   Ahmad EL Allaoui, M. Nasri, M. Merzougui,  M. EL Hitmy et B. Bouali. Segmentation D’images Médicales Par Approche Région  Evolutionniste.  Seventh International Conference On Intelligent Systems: Theories And Applications (SITA'12) Mohammedia, Morocco, 16-17 May 2012. 

27)   M. A. Kassimi, O. El Beqqali et Ahmad El Allaoui. Unsupervised-based semantic annotation for 3D model classification. Seventh International Conference On Intelligent Systems: Theories And Applications (SITA'12) Mohammedia, Morocco, 16-17 May 2012. 

28)   M. Merzougui,  M. Nasri, Ahmad EL Allaoui, et M. EL Hitmy.  Approche Evolutionniste Et Critère De Xie Et Beni Pour L’optimisation De La Segmentation Par Croissance De Région : Application Au Contrôle De Qualité Des Pièces Métalliques.  Congres Méditerranéen Des Télécommunications Et Exposition, CMT 2012 Fès,  22-24 Mars 2012. 

29)   Ahmad EL Allaoui, M. Nasri, M. Merzougui et  M. EL Hitmy.  Segmentation Evolutionniste d’image par croissance de région : application aux images médicales. International Worckshop on Information  and Communication, WOTIC’11 Casa Blanca,  13-15 Octobre 2011.

       Ouvrage

Segmentation Évolutionniste d’Images Numériques. Publié dans  Edilivre edilivre.com

  ISBN livre papier : 9782332592552

  ISBN livre téléchargement : 9782332592569

  Date de publication : 04 septembre 2013