Publications

Chapitres de Livres :

[57] Fatima-Zahra Benjelloun, Ayoub Ait Lahcen. "Big Data Security: Challenges, Recommendations and Solutions". In Web Services: Concepts, Methodologies, Tools, and Applications. edited by Information Resources Management Association, 25-38. Hershey, PA: IGI Global, 2019. http://doi:10.4018/978-1-5225-7501-6.ch003 (Indexed in Scopus)

Journaux Internationaux :

[56] Mohamed Zouheir Kastouni, and Ayoub Ait Lahcen. “Big Data Analytics in Telecommunications: Governance, Architecture and Use Cases”. Journal of King Saud University-Computer and Information Sciences, 2022, 34(6), pp. 2758–2770.

https://www.sciencedirect.com/science/article/pii/S131915782030553X

Impact Factor (2022): 6.9

Scopus CiteScore Rank (2022): 36/233 (Q1) in General Computer Science Category 

[55] Kaoutar Ahed, Maria Benamar, Ayoub Ait Lahcen, and Rajae El Ouazzani. “Forwarding Strategies in Vehicular Named Data Networks: A Survey”. Journal of King Saud University-Computer and Information Sciences, 2022, 34(5), pp. 1819-1835.

https://www.sciencedirect.com/science/article/pii/S1319157820304158

Impact Factor (2022): 6.9

Scopus CiteScore Rank (2022): 36/233 (Q1) in General Computer Science Category 

[54] Mehdi Srifi, Ahmed Oussous, Ayoub Ait Lahcen and Salma Mouline. “Evaluation of recent advances in recommender systems on Arabic content”. Journal of Big Data. 2021, 8(1), 35.

https://journalofbigdata.springeropen.com/articles/10.1186/s40537-021-00420-2

Impact Factor (2021): 10.835

Scopus CiteScore Rank (2021): 4/132 (Q1) in Information Systems and Management 

[53] Fatima-Zahra Benjelloun, Ahmed Oussous, Amine Bennani, Samir Belfkih, Ayoub Ait Lahcen . "Improving outliers detection in data streams using LiCS and voting". Journal of King Saud University-Computer and Information Sciences. 2021, 33(10), pp. 1177–1185.

https://www.sciencedirect.com/science/article/pii/S1319157819301454

Impact Factor (2021): 9.006

Scopus CiteScore Rank (2021): 12/231 (Q1) in General Computer Science Category 

[52] Badr Ait Hammou, Ayoub Ait Lahcen, Salma Mouline. "Towards a real-time processing framework based on improved Distributed Recurrent Neural Network variants with FastText for social big data analytics".  Information Processing & Management. Volume 57, Issue 1, 2020.

https://www.sciencedirect.com/science/article/abs/pii/S0306457319305163

Impact Factor (2020): 6.222

Scopus CiteScore Rank (2020): 3/62 (Q1) in Media Technology 

[51] Ahmed Oussous, Fatima-Zahra Benjelloun, Ayoub Ait Lahcen, Samir Belfkih. "ASA: A framework for Arabic sentiment analysis". Journal of Information Science. 2020, 46(4), pp. 544–559.

https://journals.sagepub.com/doi/abs/10.1177/0165551519849516

Impact Factor (2020): 3.282

Scopus CiteScore Rank (2020): 19/235 (Q1) in Library and Information Sciences 

[50] Mehdi Srifi, Ahmed Oussous, Ayoub Ait Lahcen and Salma Mouline. Recommender Systems Based on Collaborative Filtering Using Review Texts - A Survey. Information 2020, 11, 317. 

Scopus CiteScore Rank (2020): 103/379 (Q2) in Information Systems 

[49] Badr Ait Hammou, Ayoub Ait Lahcen, Salma Mouline. "An effective distributed predictive model with Matrix factorization and random forest for Big Data recommendation systems".  Expert Systems with Applications. Volume 137, 15 December 2019, Pages 253-265

https://www.sciencedirect.com/science/article/abs/pii/S0957417419304464?via%3Dihub

Impact Factor (2019): 5.452

Scopus CiteScore Rank (2019): 16/202 (Q1) in Artificial Intelligence Category 

[48] Badr Ait Hammou, Ayoub Ait Lahcen, Salma Mouline. "FRAIPA version 2: A fast recommendation approach based on self-adaptation and multi-thresholding".  Expert Systems with Applications. Volume 118, 15 March 2019, Pages 209-216.

https://www.sciencedirect.com/science/article/abs/pii/S0957417418306419?via%3Dihub

Impact Factor (2019): 5.452

Scopus CiteScore Rank (2019): 16/202 (Q1) in Artificial Intelligence Category 

[47] Badr Ait Hammou, Ayoub Ait Lahcen, Salma Mouline. "A distributed group recommendation system based on extreme gradient boosting and big data technologies".  Applied Intelligence. Vol 49, pages 4128–4149, (2019).

https://link.springer.com/article/10.1007/s10489-019-01482-9

Impact Factor (2019): 3.325

Scopus CiteScore Rank (2019): 56/202 (Q2) in Artificial Intelligence 

[46] Btissam Zerhari, Ayoub Ait Lahcen and Salma Mouline. ‘MIPCNF: Multi-iterative Partitioning Class Noise Filter’. Journal of Intelligent & Fuzzy Systems, vol. 37, no. 5, pp. 6761-6772. 2019.

https://content.iospress.com/articles/journal-of-intelligent-and-fuzzy-systems/ifs190261

Impact Factor (2019): 1.851

Scopus CiteScore Rank (2019): 56/227 (Q1) in Statistics and Probability 

[45] Fatima-Zahra Benjelloun, Ayoub Ait Lahcen, Samir Belfkih. "Outlier Detection Techniques for Big Data Streams: Focus on Cyber Security". International Journal of Internet Technology and Secured Transactions. Vol.9 No.4, pp. 446-474. 2019. 

Scopus CiteScore Rank (2019): 280/379 (Q3) in Computer Network and Communication 

[44] Badr Ait Hammou, Ayoub Ait Lahcen, Salma Mouline. "APRA: An approximate parallel recommendation algorithm for Big Data". Knowledge-Based Systems. Volume 157, pages 10-19, 2018.

https://www.sciencedirect.com/science/article/abs/pii/S0950705118302168?via%3Dihub

Impact Factor (2018): 5.101

Scopus CiteScore Rank (2018): 13/195 in Artificial Intelligence Category 

[43] Badr Ait Hammou, Ayoub Ait Lahcen. "FRAIPA: A Fast Recommendation Approach with Improved Prediction Accuracy". Expert Systems with Applications. Volume 87, pages 90-97, 2017.

[42] Ayoub Ait Lahcen, Didier Parigot, Salma Mouline. "A Data-Dependency Formalism for Developing Peer-to-Peer Applications". Computing and Informatics. Volume 36, pages 353–385, 2017.

[41] Ahmed Oussous, Fatima-Zahra Benjelloun, Ayoub Ait Lahcen, Samir Belfkih. "Big Data Technologies: A Survey". Journal of King Saud University-Computer and Information Sciences. 2017.

[40] Ahmed Oussous, Fatima-Zahra Benjelloun, Ayoub Ait Lahcen, Samir Belfkih. "NoSQL Databases for Big Data". International Journal of Big Data Intelligence. 2017. 

[39] Abdaladhem Albreshne, Ayoub Ait Lahcen, Jacques Pasquier. "Using a Residential Environment Domain Ontology for Discovering and Integrating Smart Objects in Complex Scenarios". Procedia Computer Science. Volume 32, pages 997-1002, 2014. 

[38] Abdaladhem Albreshne, Ayoub Ait Lahcen, Jacques Pasquier. "A Framework and its Associated Process-Oriented Domain Specific Language for Managing Smart Residential Environments". International Journal of Smart Home. Volume 7 (6), pages 373-388, 2013. 

 [37] Pascal Degenne, Danny Lo Seen, Didier Parigot, Remi Forax, Annelise Tran, Ayoub Ait Lahcen, Olivier Curé and Robert Jeansoulin. "Design of a Domain Specific Language for modelling processes in landscapes". Ecological Modelling. Volume 220 (24), pages 3527-3535, 2009. 

Conférences Internationales :

[36] Asmae Bentaleb, Younès El Bouzekri El Idrissi, Ayoub Ait Lahcen. "A Review on Content based Recommender Systems in Tourism". The International Conference on Digital Technologies and Applications. Fez, Morocco, 29-30 January. 2021. (Indexed in Scopus)

[35] Mehdi Srifi, Ahmed Oussous, Ayoub Ait Lahcen, Salma Mouline. "A Framework for Evaluating Recommender Systems in Arabic Context". International Symposium on Advanced Electrical and Communication Technologies, 25-27 november 2020, Kenitra, Morocco. (Indexed in Scopus)

[34] Badr Ait Hammou, Ayoub Ait Lahcen, Salma Mouline. " A Distributed Ensemble of Deep Convolutional Neural Networks with Random Forest for Big Data Sentiment Analysis ". 5th International Conference on Mobile, Secure and Programmable Networking, 23 April 2019, Mohammedia, Morocco. (Indexed in Scopus)

[33] Bentaleb, Asmae, Younes El Bouzekri, Ayoub Ait Lahcen, and Mohammed Boulmalf. “Context Aware Recommender Systems for Tourism: A Concise Review.” In 2018 IEEE 5th International Congress on Information Science and Technology (CiSt), 149–54. IEEE, 2018. (Indexed in Scopus)

[32] Mehdi Srifi, Badr Ait Hammou, Salma Mouline, Ayoub Ait Lahcen. "Collaborative Recommender Systems Based on User-Generated Reviews: A Concise Survey". International Symposium on Advanced Electrical and Communication Technologies (ISAECT), IEEE, ISBN: 978-1-5386-7328-7, 21-23 Nov., 2018, Kenitra, Morocco. (Indexed in Scopus)

[31] Mehdi Srifi, Badr Ait Hammou, Ayoub Ait Lahcen, Salma Mouline. "A Concise Survey on Content Recommendations". International Conference on Big Data, Cloud and Applications (BDCA’18), In Computer and Information Science book series, volume 872, pp 393-405, Springer, ISBN: 978-3-319-96292-4, 4-5 April, 2018, Kenitra, Morocco. (Indexed in Scopus)

 [30] Ahmed Oussous, Ayoub Ait Lahcen, Samir Belfkih. "Improving Sentiment Analysis of Moroccan Tweets using Ensemble Learning". The 3rd International conference on Big Data, Cloud and Applications, 2018, Kenitra, Morocco. (Indexed in Scopus)

 [29] Ahmed Oussous, Ayoub Ait Lahcen, Samir Belfkih. " Impact de la phase de prétraitement du texte sur l’analyse de  sentiment : Etude du cas de la langue arabe". Conférence Internationale Francophone sur la Science des Données (CIFSD'18). 2018, Tanger, Maroc.

 [28] Ahmed Oussous, Ayoub Ait Lahcen, Samir Belfkih. "Impact of Text Pre-processing and Ensemble Learning on Arabic Sentiment Analysis”.  The International Conference on Networking, Information Systems & Security (NISS’18). 2018, Tangier, Morocco. (Indexed in Scopus)

 [27] Mohamed Ouahidi, Oussama Errabia, Ayoub Ait Lahcen, "A Concise Survey on Methods and Tools for Online Social Network Analysis". International Conference on Advanced Information Technology, Services and Systems (AIT2S-17). 2017, Tangier, Morocco. 

 [26] Badr Ait Hammou, Ayoub Ait Lahcen, Driss Aboutajdine. "A New Recommendation Algorithm for Reducing Dimensionality and Improving Accuracy". 13th ACS/IEEE International Conference on Computer Systems and Applications, AICCSA 2016, Agadir, Morocco. (Indexed in Scopus)

 [25] Btissam Zerhari, Ayoub Ait Lahcen, Salma Mouline. "Detection and Elimination of Class Noise in Large Datasets using Partitioning Filter Technique". 4th International Colloquium on Information Science and Technology, CiSt 2016, Tangier-Assilah, Morocco. (Indexed in Scopus)

 [24] Badr Ait Hammou, Ayoub Ait Lahcen, Driss Aboutajdine. "Predicting Housing Price in Moroccan Cities Using Web Data". 5th International Platform on Integrating Arab e-Infrastructure in a Global Environment, e-AGE 2015. Casablanca, Morocco. 

 [23] Btissam Zerhari, Ayoub Ait Lahcen, Salma Mouline. "Big Data Clustering: Algorithms and Challenges". International conference on Big Data, Cloud and Applications, 2015, Tetuan, Morocco. 

[22] Ahmed Oussous, Fatima-Zahra Benjelloun, Ayoub Ait Lahcen, Samir Belfkih. "Comparison and Classification of NoSQL Databases for Big Data". International conference on Big Data, Cloud and Applications, 2015, Tetuan, Morocco.  

 [21] Fatima-Zahra Benjelloun, Ayoub Ait Lahcen, Samir Belfkih. "Big Data : le quoi, le pourquoi et le comment". 4ème séminaire Veille Stratégique Scientifique et Technologique (VSST). 2015, Grenade, Espagne. 

 [20] Fatima-Zahra Benjelloun, Ayoub Ait Lahcen, Samir Belfkih. "An Overview of Big Data Opportunities, Applications and Tools". The first International Conference on Intelligent Systems and Computer Vision. 2015, Fez, Morocco. (Indexed in Scopus)

 [19] Ayoub Ait Lahcen, Fatima-Zahra Benjelloun. "Challenges and Opportunities of Big Data in Moroccan Context: A Research Agenda". Big Data: Challenges and Applications Workshop. 2014, Imperial College London, UK. (Extended Abstract) 

[18] Ayoub Ait Lahcen, Didier Parigot. "A Lightweight Middleware for developing P2P Applications with Component and Service-Based Principles". The 15th IEEE International Computational Science and Engineering. December 2012, Paphos, Cyprus. (Indexed in Scopus)

[17] Ayoub Ait Lahcen, Didier Parigot, Salma Mouline. "Defining and Analyzing P2P Applications with a Data-Dependency Formalism". The 13th International Conference on Parallel and Distributed Computing, Applications and Technologies. December 2012, Beijing, China. (Indexed in Scopus)

 [16] Ayoub Ait Lahcen, Didier Parigot, Salma Mouline. "Toward Data-Centric View on Service-Based Component Systems: Formalism, Analysis and Execution". Work in Progress Session of the 20th EUROMICRO International Conference on Parallel, Distributed and Network-based Processing. February 2012, Munich, Germany.

 [15] Pascal Degenne, Ayoub Ait Lahcen, Olivier Curé, Remi Forax, Didier Parigot, Danny Lo Seen. “Modelling with behavioural graphs. Do you speak Ocelet?” International Congress on Environmental Modelling and Software. July 2010, Ottawa, Ontario, Canada. (Indexed in Scopus)

 [14] Olivier Curé, Rémi Forax, Pascal Degenne, Danny Lo Seen, Didier Parigot, Ayoub Ait Lahcen. “Ocelet: An Ontology-based Domain Specific Language to Model Complex Domains”. The First Inter. Conference on Models and Ontology-based Design of Protocols, Architectures and Services. June 2010, Athens, Greece. (Indexed in Scopus)

[13] Christophe Proisy, Elodie Blanchard, Ayoub Ait Lahcen, Pascal Degenne, Danny Lo Seen, “Toward the simulation of the Amazon-influenced mangrove-fringed coasts dynamics using Ocelet”. International Conference on Integrative Landscape Modelling. February 2010, Montpellier, France. 

[12] Ayoub Ait Lahcen, Pascal Degenne, Danny Lo Seen, Didier Parigot, “Developing a service-oriented component framework for a landscape modeling language”. The 13th International Conference on Software Engineering and Applications. November 2009, Cambridge, massachusetts, USA. (Indexed in Scopus)

 [11] Ayoub Ait Lahcen, Didier Parigot, Baptiste Boussemart, francesco Bongiovanni. “A dynamic service-oriented peer-to-peer architecture for overlay networks”. The 5th International Conference on Computer Science Practice in Arabic. May 2009, Rabat, Morocco. 

 Tutoriaux Internationaux :

[10] Ayoub Ait Lahcen. "Big Data : from theory to practice". The 4th International Workshop on Advanced Information Systems for Enterprises (IWAISE'16 - Tutorial Session). Rabat, Morocco, 2016. 

 [9] Ayoub Ait Lahcen. "Big Data : nouvelle mine d’or pour les entrepreneurs". Med Lab Entrepreneurship, 2015, Casablanca, Morocco.

 [8] Ayoub Ait Lahcen, “Spécifier, analyser et exécuter des applications dans une architecture P2P”. At the University of Fribourg. December 2012, Fribourg, Switzerland.  

Conférences & Journées Nationales :

[7] Badr Ait Hammou, Ayoub Ait Lahcen, Driss Aboutajdine. "Extraction d’informations pertinentes à partir des Big Data". Actes de la journée de l'Unité de Recherche Associée au CNRST N°29, J-URAC'2015, Institut Scientifique, Rabat, Maroc

 [6] Btissam Zerhari, Ayoub Ait Lahcen, Salma Mouline. "Contribution à la classification dans le contexte du Big Data". Actes de la journée de l'Unité de Recherche Associée au CNRST N°29, J-URAC'2015, Institut Scientifique, Rabat, Maroc

 [5] Ahmed Oussous, Ayoub Ait Lahcen, Samir Belfkih. “Big Data et l’écosystème Hadoop”. 1ére édition de la journée scientifique (JS'15). 2015, Agadir, Morocco.

 [4] Ahmed Oussous, Ayoub Ait Lahcen, Samir Belfkih. "La Catégorisation de Texte Arabe". 3ème édition de la Rencontre Nationale en Informatique: Outils et Applications (RNIOA’15). 2015, Errachidia, Morocco. 

 [3] Ayoub Ait Lahcen, Didier Parigot. “Environnement d'exécution dynamique à service pour un langage de modélisation de paysages”. Journées Doctorales en Technologies de l’Information et de la Communication. 2009, Rabat, Morocco. 

Thèses & Rapports :

[2] Ayoub Ait Lahcen, “Developing Component-Based Applications with a Data-Centric Approach and within a Service-Oriented P2P Architecture: Specification, Analysis and Middleware”. PhD Thesis. Nice-Sophia Antipolis University & Mohammed VAgdal University. December 2012. 

 [1] Ayoub Ait Lahcen, “Modèles multi-échelle de contours actifs d’ordre supérieur via les champs de phase et les ondelettes”. Master Thesis. INRIA Sophia Antipolis. September 2008.