Publications

Chapitre Ouvrage :

1. Bouhouch Adil, Loqman Chakir, El Qadi Abderrahim. eBook: Bioinspired Heuristics for Optimization. ISBN 978-3-319-95104-1

2. Jihad Zahir and Abderrahim El Qadi, and Ladjel Bellatreche. Identifying SQL Queries Similarity Using SVM. Springer International Publishing Switzerland, eBook: Neural Information Processing, ISBN=978-3-319-26555-1 Part IV, LNCS 9492, pp. 657-666, 2015.

3. B. El Ghali, A. El Qadi, M. Ouaddou, D. Aboutajdine: Context-based query expansion method for short queries using Latent Semantic Analyses. Springer International Publishing Switzerland, eBook: Networked Systems, ISBN=978-3-319-26850-7, LNCS 9466, pp. 468–473, 2015.

4. A. El Qadi, B. El Ghali, D. Aboutajddine: Improving Information Retrieval by Query Expansion Using Formal Concept Analysis and Related Queries, Artificial Intelligence and Hybrid Systems. iConcept Press. ISBN: 978-1-477554-73-9.

Revues indexées :

1. Dahir Sarah, Abderrahim El Qadi, Hamid Bennis. Query Expansion based on modified Concept2vec using RDF Knowledge Graphs, accepted in International Journal of Artificial Intelligence (IJ-AI), 2022

2. Dahir Sarah, Abderrahim El Qadi. A Query Expansion based on Topic Modeling and DBpedia Features. International Journal of Information Management Data Insights, Volume 1, Issue 2, November 2021. https://doi.org/10.1016/j.jjimei.2021.100043, pp : 1-9

3. Sarah Dahir, Abderrahim El Qadi, Hamid Bennis. Query Expansion based on Term Distribution and DBpedia Features. Expert Systems With Applications 176 (2021) 114909. https://doi.org/10.1016/j.eswa.2021.114909

4. El Midaoui, O., El Ghali, B., El Qadi, A. and Rahmani, M.D. (2021), "Geographical query reformulation using a geographical adjacency taxonomy builder and word senses", Journal of Systems and Information Technology, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/JSIT-02-2018-0022

5. Omar El Midaoui, Btihal El Ghali and Abderrahim El Qadi (2021). Geographical Queries Reformulation Using a Parallel Association Rules Generator to Build Spatial Taxonomies. International Journal of Electrical and Computer Engineering.

6. Hamid Khalifi, Sarah Dahir, Abderrahim El Qadi, Youssef Ghanou. Enhancing information retrieval performance by using social analysis. Social Network Analysis and Mining (2020) 10:24. https://doi.org/10.1007/s13278-020-00635-w

7. Jalil ElHassouni, Abderrahim El Qadi, Yasser El Madani El Alami, Mohamed El Haziti. The implementation of credit risk scorecard using ODPs and BCBS 239. Cybernetics and Information Technologies, Volume 20, No 2, pp. 93-104.

8. Jalil El Hassouni , Abderrahim El Qadi , Mehdi Bazzi , Mohamed El Haziti. Modeling with ontologies design patterns: credit risk scorecard as a case study. Indonesian Journal of Electrical Engineering and Computer Science Vol. 17, No. 1, January 2020, pp. 429~439 ISSN: 2502-4752, DOI: 10.11591/ijeecs.v17.i1.

9. Hamid Khalifi, Walid Cherif, Abderrahim El Qadi & Youssef Ghanou. Query expansion based on clustering and personalized information retrieval. Progress in Artificial Intelligence, https://doi.org/10.1007/s13748-019-00178-y. Springer-Verlag GmbH Germany, part of Springer Nature 2019.

10. S. Lahrache, R. El Ouazzani, A. El Qadi. Rules of phtography for image memorability analysis". IET Image Processing, Volume: 12, Issue:7, 2018.

11. Bouhouch Adil, Hamid Bennis, Loqman Chakir, El Qadi Abderrahim. Neural Netowrk and Local search to solve Binary. Indonesian Journal of Electrical Engineering and Computer Science (ijeecs.v10.i3.pp1319-1230). 2018

12. Btihal El Ghali, Abderrahim El Qadi. Context-aware query expansion method using Language Models and Latent Semantic Analyses. Knowl. Inf. Syst. 50(3): 751-762 (2017)

13. Bouhouch Adil, Loqman Chakir, El Qadi Abderrahim. CHN and Swap Heuristic to Solve the Maximum Independent Set Problem. International Journal of Electrical and Computer Engineering (IJECE), Vol 7, N° 7, pp. 3583-3592 (2017)

14. Ben-Hdech Adil, Ghanou Youssef, El Qadi Abderrahim. Hybrid Method HVS-MRMR for Variable Selection in Multilayer Artificial Neural Network Classifier. International Journal of Electrical and Computer Engineering (IJECE), Vol. 7, N° 5, (2017)

15. Jalil ElHassouni, Abderrahim El Qadi, Mehdi Bazzi, Mohamed El Haziti, Applying ontologies to data integration systems for bank credit risk management, Journal of Data Mining and Digital Humanities, ISSN 2416-5999, pp. 1-9, 2017

16. Jihad Zahir, Abderrahim El Qadi. A Recommendation System for Execution Plans Using Machine Learning. Mathematical and Computational Applications, Multidisciplinary Digital Publishing Institute (MDPI) Switzerland, 2016, pp. 1-13.

17. S. Lahrache, R. El Ouazzani, A. El Qadi. Bag of features for image memorability evaluation. IET Computer vision (http://digital-library.theiet.org/content/journals/10.1049/iet-cvi.2015.0383), 2016

18. Souad Lahrache, Rajae El Ouazzani, Abderrahim El Qadi. Multi-level approaches for image memorability assessment. Int. J. Mult. disc. scie. 2016.1(3): 8-13

19. BEN-HDECH Adil, GHANOU Youssef, EL QADI Abderrahim. Robust Multi-combination of Feature Selection for Gene Expresionn data. Int.J.Mult.disc.scie. 2016.1(3): 34-38

20. B. El Ghali, A. El Qadi, O. El Midaoui, M. Ouaddou. Query Recommendation based terms and relevant documents using Language Models. WSEAS Transactions on Information Science and Applications, ISSN / E-ISSN: 1790-0832 / 2224-3402, Volume 12, 2015, Art. #10, pp. 112-119.

21. Jihad Zahir, Abderrahim El Qadi, Driss Aboutajdine: Access Plan Recommendation Using SQL Queries Similarity. WSEAS Transactions on Computers, ISSN / E-ISSN: 1109-2750 / 2224-2880, Volume 14, 2015, Art. #65, pp. 638-645.

22. BEN-HDECH Adil, GHANOU Youssef, EL QADI Abderrahim. A New Algorithm For Optimizing The Selforganizing Map. Journal of Theoretical and Applied Information Technology, 31st August 2015. Vol.78. No.3, pp. 415-420.

23. B. El Ghali, A. El Qadi, Omar El Midaoui, M. Ouaddou, D. Aboutajddine. Probabilistic Query Expansion Method Based on Query Recommendation Algorithm. International Journal of Web Applications, Vol. 5, Number 1, March 2013, pp. 1-12.

24. Abderrahim El Qadi, Driss Aboutajdine, Yassine Ennouary: Formal Concept Analysis for Information Retrieval, International Journal of Computer Science and Information Security, (IJCSIS), Vol. 7, No. 2, 2010, pp. 119-125 (http://arxiv.org/abs/1003.1494).

25. Ziyati Elhoussaine, El Qadi Abderrahim, Driss Aboutajdine: Genetic optimization to data warehouse Design, International Journal of Computational Science (IJCS), 2010, Vol. 4, No. 1, pp. 70-79, (http://www.gip.hk/ijcs/accept.htm).

26. H. Ziyati, A. El Qadi, D. Aboutajddine, Approche hybride de fragmentation dans les entrepôts de données relationnels, Journal AMADEIA, juin 2010.

27. Fadoua Ataa-Allah, Siham Boulaknadel, Abderrahim El Qadi, Driss Aboutajdine: Evaluation de l’analyse sémantique latente et du modèle vectoriel standard appliqués à la langue Arabe. Revue des Sciences et Technologies de l’Information (RSTI), vol 27/7- 2008 - pp. 851-877.

28. Ziyati Elhoussaine, Driss Aboutajdine, El Qadi Abderrahim, Algorithms for data warehouse design to enhance decision-making, WSEAS TRANSACTIONS on COMPUTER RESEARCH (TCS), ISSN: 1991-8755 Issue 3, vol. 3, March 2008, pp: 111-120.

29. Fadoua Ataa-Allah, Abderrahim El Qadi, Siham Boulaknadel, Driss Aboutajdine: Amélioration de la performance de l'analyse de la sémantique latente pour des corpus de petite taille. Revue des Nouvelles Technologies de l’Information (RNTI-E-3), 317.

30. Franco Vaccari, B. Tadili, Abderrahim El Qadi, M Ramdani, L. AIT Brahim, M Limouri. Deterministic seismic hazard assessment for North Morocco, Journal of Seismology and Earthquake Engineering 01/2001; 3(1):1-12.

31. L. Aït Brahim, B. Tadili, C. Nakhcha, I. Mouayn, M. Ramdani, M. Limouri, A. El Qadi, F. Sossey Alaoui, M. Benhalima. Using Active Faults and Seismicity for the Strong Motion Modeling in the Eastern Rif (Northern Morocco), Pure and Applied Geophysics 02/2004; 161(5):1081-1091. DOI: 10.1007/s00024-003-2487-9 · 1.85 Impact Factor.

Conférences internationales indexées :

32. Dahir, S., ElHassouni, J., El Qadi, A., Bennis, H. Medical query expansion using semantic sources dbpedia and wikidata. CEUR Workshop Proceedings, 2021, 2786, pp. 195–201

33. Jalil Elhassouni and Abderrahim El Qadi. Ontology Engineering Methodologies: State of the art. The 5th edition of International Conference on Big Data and Internet of Things (BDIoT'21).

34. El Midaoui, O.; El Ghali, B. and El Qadi, A. (2020). Geographical Queries Reformulation using Parallel FP-Growth for Spatial Taxonomies Building.In Proceedings of the 5th International Conference on Internet of Things, Big Data and Security - Volume 1: IoTBDS, ISBN 978-989-758-426-8, pages 375-381. DOI: 10.5220/0009446603750381

35. Omar El Midaouia, Btihal El Ghali, Abderrahim El Qadi, Moulay Driss Rahmani. A Spatial Taxonomies Builder Based on the Parallel FP-Growth Algorithm with Spark. International Conference on Advanced Technologies and Humanitarian Sciences 2019.

36. Sarah Dahir, Halid Khalifi, Abderrahim El Qadi. Query Expansion Using DBpedia and WordNet. ARABWIC2019, ACM

37. Sarah Dahir, Abderrahim El Qadi, Hamid Bennis. Query expansion using Wikidata attributes’ values, ICCWCS2019, IEEEXplorer

38. Bouhouch Adil, Hamid Bennis, Loqman Chakir, El Qadi Abderrahim. A comparative study of CHN-MNC, GA and PSO for solving constraints satisfaction problems. accepted in ICCWCS2019

39. Sarah Dahir, Abderrahim El Qadi, Hamid Bennis. An Association Based Query Expansion Approach Using Linked Data. ISIVC'2018 (IEEE,DBLP)

40. Sarah Dahir, Abderrahim El Qadi, Hamid Bennis. Enriching User Queries Using DBpedia Features and Relevance Feedback. ICDS'17, Procedia Computer Science 127 (2018) 499–504 (Elsevier, Scopus)

41. Souad Lahrache, Rajae El Ouazzani, Abderrahim El Qadi. Visualizations memorability through visual attention and image features. ICDS'17, Procedia Computer Science 127 (2018) 328–335. (Elsevier, Scopus)

42. Omar El Midaouia, Btihal El Ghali, Abderrahim El Qadi, Moulay Driss RAHMANI. Geographical Query reformulation using a Geographical Taxonomy and WordNet. ICDS'17, Procedia Computer Science 127 (2018) 489–498 (Elsevier, Scopus)

43. Hamid Khalifi, Abderrahim ELQADI, Youssef GHANOU. Support Vector Machines for a new Hybrid Information Retrieval System. ICDS'17, Procedia Computer Science 127 (2018) 139–145. (Elsevier, Scopus)

44. Souad Lahrache, Rajae El Ouazzani and Abderrahim El Qadi. Visual Content Learning for Visualizations Memorability Classification, ISCV’2017, April 17-19 Fès Morocco (IEEE, Scopus)

45. Adil Ben-Hdech, Youssef Ghanou and Abderrahim El Qadi. HVS-MRMR Wrapper method for Variables, ISCV’2017, April 17-19 Fès Morocco (IEEE, Scopus)

46. Mohammed Reda Guedira, Abderrahim Elqadi, Mohammed Rziza and Mohammed El Hassouni, "A novel method for image categorization based on histogram oriented gradient and support vector machine" (ID122), ICEIT'2017 (IEEE Scopus)

47. Sarah Dahir, Abderrahim EL Qadi “A Hybrid Approach based on Dbpedia and WordNet to Improve the Information Retrieval”, ICALP’17'Fes (Springer). Poster

48. A.Bouhouch, C.Loqman, A. El Qadi. Scheduling Meeting by Neural Network and Min-Conflict Heuristic. Accepted in 4th Edition of the international Colloquium on Information Science and Technology, (OMCS IEEE CIST'16), October 24-26, 2016 Morocco (IEEE, Scopus, DBLP).

49. Omar El Midaoui, Abderrahim El Qadi, Geographical Query Reformulation Based on a Spatial Taxonomy Constructed Using the Apriori Algorithm, (Poster) The International Conference On Networked Systems, Springer International Publishing Switzerland 2015, NETYS 2015, LNCS 9466, (Springer, Scopus, DBLP)

50. Omar El Midaoui, Abderrahim El Qadi, Moulay Driss Rahmani and Driss Aboutajdine: New Approach to built a Geographical Taxonomy of Adjacency Automatically Using the Latent Semantic Indexing Method. ISCV'2015, First International Conference on Intelligent Systems and Computer Vision, (IEEE, Scopus).

51. Btihal El Ghali, Abderrahim El Qadi, Mohamed Ouaddou and Driss Aboutajdine: he Latent Semantic Analyses for Query Expansion Using the Context extracted from Query Logs by Language Models.. ISCV'2015 (Poster), First International Conference on Intelligent Systems and Computer Vision, (IEEE, Scopus).

52. Jihad Zahir, Abderrahim El Qadi, Salma Mouline, Access Plan Recommendation: A Clustering Based Approach Using Queries Similarity, 2nd World Conference on Complex Systems (WCCS'14), November 10-14 2014 Agadir Morocco. DOI: 10.1109/ICoCS.2014.7060936, Page(s): 55 - 60, (IEEE, Scopus).

53. B. El Ghali, A. El Qadi, M. Ouaddou, D. Aboutajddine. Probabilistic Query Expansion Method Using Recommanded Past User Queries, Second International Conference on Innovative Computing Technology (INTECH'2012), pp. 441-446, 18-20 September 2012, Casablanca Maroc, (IEEE, Scopus)

54. Ziyati Elhoussaine, El Qadi Abderrahim, Driss Aboutajdine: Toward a complete data warehouse design, World Congress on Science, Engineering and Technology, Venice, Italy October 28-30, 2009.

55. Ziyati Elhoussaine, Driss Aboutajdine, El Qadi Abderrahim: Complete Algorithm for fragmentation in Data warehouse, WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED'08), University of Cambridge, UK, February 20-22 2008, ISBN: 978-960-6766-41-1, ISSN: 1790-5109, pp: 537-540.

56. Ziyati Elhoussaine, Driss Aboutajdine and Abderrahim El Qadi, Hybrid method for partitioning relational data warehouse, International Conference on Information Resources Management, Conf-IRM 2008 Canada, May 18-20, 2008.

57. Jamal JAIT, Abderrahim El Qadi, Driss Aboutajdine, Extraction des formes dérivées des mots arabes par des automates déterministes, 3rd International Conférence on Arabic Language Processing (CITALA’09), May 4-5, 2009, Rabat, pp. 103-110.

58. Ataa-Allah F., Boulaknadel S., El Qadi A. et Aboutajdine D., Arabic Information Retrieval System Based on Noun Phrases, ICTTA’06, Information and Communication Technologies, nº 24-28, vol. 1, Avril 2006, Damas, Syrie, pp : 1720-1725, (IEEE, Scopus)

Conférences internationales et nationales :

59. Jalil Elhassouni, Mehdi Bazzi, Abderrahim El Qadi and Mohamed El Haziti, Applying ontologies to data integration systems for bank credit risk management. VSST’16 IEEE 2016 Morocco.

60. A.BEN-HDECH, Y.GHANOU, A. EL QADI; Robust Multi-combination Feature Selection for Microarray Data. International Colloquium on Information Technology Theory and Application ICITA'16, 18 Février.

61. Souad Lahrache, Rajae El Ouazzani et Abderrahim El Qadi. Local and Global Features for Image Memorability Analysis. International Colloquium on Information Technology Theory and Application ICITA'16, 18 Février.

62. A.Bouhouch, C.Loqman, A.El Qadi. Improving CHN by Min-Conflict algorithm to solve constraint satisfaction problems. International Colloquim on Information Technology Theory and Application ICITA'16, 18 Février.

63. .Jalil ElHassouni, Abderrahim El Qadi. Towards a data integration system based on ontologies for bank credit risk management. Advanced Information Technology, Services and Systems (AIT2S) 2015.

64. B. El Ghali, A. El Qadi. Expansion Sémantique de requêtes basée sur la similarité Cosinus et les Modèles de Langue. ASD 2015, 9ème édition de la Conférence sur les Avancées des Systèmes décisionnels, 10-12 Septembre 2015.

65. Omar El Midaoui, Abderrahim El Qadi. Geographical Taxonomy Construction using Association Rules. ASD 2015, 9ème édition de la Conférence sur les Avancées des Systèmes décisionnels, 10-12 Septembre 2015.

66. B. El Ghali, A. El Qadi, M. Ouaddou, D. Aboutajdine: The Latent Semantic Analyses for Query Expansion Using the Context extracted from Query Logs by Language Models. (Poster) in ISCV'2015, First International Conference on Intelligent Systems and Computer Vision.

67. Bouhouch Adil, Chakir Loqman, Abderrahim El Qadi, N-ary vs Binary Filtering with MAC Algorithm In Dual Encogding, International Conference on Intelligent Information and Network Technology, November 13-14 2013, Settat Morocco.

68. A. BEN-HDECH, Y.GHANOU, A. EL QADI. A new Algorithm for optimizing the Self-Organizing Map. MAROC'13 Workshop, 16 Novembre 2013 (http://maroc.imag.fr/).

69. Omar El Midaoui, Abderrahim El Qadi, Moulay Driss Rahmani and Driss Aboutajdine. A query reformulation technique in the Geographical Information Retrieval field. INTIS'2013 28-29 November, Tanger.

70. Jihad Zahir, Abderrahim El Qadi. Utilisation du noyau SVM pour la Sélection du plan d'exécution des requêtes SQL, IC2INT, November 13-14 2013, Settat Morocco.

71. Btihal El Ghali, Abderrahim El Qadi, Une approche probabiliste d’expansion de requêtes basée sur les requêtes recommandées. 1er Workshop FDO’2012, Meknès, 22-23 Novembre 2012.

72. Jihad Zahir, Abderrahim El Qadi. Adaptation de modèles de datamining pour la recommandation des requêtes sur le web. 1er Workshop FDO’2012, Meknès, 22-23 Novembre 2012.

73. A. El Qadi, B. El Ghali, D. Aboutajddine. Query Expansion Based Past User Queries, EGC’2011, pp. 249-258, 23-25 Novembre ENSA Tanger.

74. B. El Ghali A. El Qadi, D. Aboutajddine. Query Recommendation Using Past User Queries, EGC’2011, pp. 328, 23-25 Novembre ENSA Tanger.

75. A. El Qadi, B. El Ghali, D. Aboutajddine, Query Expansion in Information Retrieval Using Associated Queries, 27èmes journées Bases de données avancées, 24-28 octobre 2011, Rabat, Maroc.

76. A. El Qadi, N. Bendahman, and D. Aboutajddine, Formal Concept Analysis for Query Expansion in Web Information Retrieval, 4th International Conference – Information Systems & Economic Intelligence, SIIE’2011, February 17th-19th, pp. 54-59. Marrakech 2011.

77. El Houssaine Ziyati, Abderrahim El Qadi, Driss Aboutajdine, L’amélioration du processus de fragmentation mixte dans un entrepôt de données. 1ère Conférence Internationale sur les “Systèmes d’Information et Intelligence Economique”, 14-16 Février 2008 à Hammamet – Tunisie.

78. E. ZIYATI, D. ABOUTAJDINE, A. EL QADI, Mixed fragmentation enhancement in data warehouse design, GEI′2008, Tunisie.

Journées nationales :

79. Sarah Dahir, Abderrahim El Qadi, Hamid Bennis. Expansion Sémantique de Requêtes en RI. 2ème Colloque national sur les Techniques Economiques Décisionnelles, FSJES Meknès, May 2018.

80. Hamid Khalifi, Abderrahim El Qadi. Survol des approches de la recherche d’informations sociales. JASTI'2017.

81. Jalil El Hassouni, Abderrahim El Qadi, Mohamed El Haziti. Benchmarking d’intégration des données hétérogènes et réparties. BIG Data, Tanger, 22-23 Mai 2014.

82. Souad Lahrache, Rajae El Ouazzani, Abderrahim El Qadi. Etude comparative des approches de la mémorabilité des images. JDTIC, 19-20 Juin Rabat 2014.

83. ouhouch Adil, Loqman Chakir and Elqadi Abderrahim. Solving Non binary Max-CSPs by Continuous Hopfield Neural Network. JDTIC, 19-20 Juin Rabat 2014.

84. Btihal El Ghali, Abderrahim El Qadi, Ouadou Mohamed and Aboutajdine Driss. « Expansion de Requête basée sur la Recommandation de Requêtes et la Recherche d’Information Contextuelle”, JDTIC Kénetra 29-30 Novembre 2013.

85. Jihad Zahir and Abderrahim El Qadi. « Utilisation du noyau SVM pour la Sélection du plan d'exécution des requêtes SQL”, JDTIC Kénetra 29-30 Novembre 2013.

86. El Midaoui Omar, Abderrahim El Qadi, Moulay Driss Rahmani, Aboutajdine Driss. « Extraction et Recherche d’Information géo-spatiale dans les documents Web”, JDTIC Kénetra 29-30 Novembre 2013.

87. Btihal EL Ghali, Abderrahim El Qadi, Mohamed Ouadou, Driss Aboutajdine. Query Recommendation Based on Terms and Relevant Documents Using Past User Queries, JDTIC’2012, ENSEM, Casa.

88. Nada Bendahman, Abderrahim El Qadi et Salma Mouline, L’analyse formelle de concepts pour l’expansion de requête en recherche d’information, JDTIC’11, 7, 8 & 9 juillet, Ensa Tanger.

89. Z. Elhoussaine, E. Abderrahim, Vers une nouvelle approche de fragmentation complète dans les entrepôts de données, 1ères Journées Doctorales en Technologies de l'Information et de la communication (JDTIC’09), 16, 17, 18 Juillet 2009, Rabat.

90. Y. Ennouary, A. El Qadi, D. Aboutajedine, Treillis de Galois pour la classification de documents web et la recherche d'Information, article envoyée aux 1ères Journées Doctorales en Technologies de l'Information et de la communication (JDTIC’09), 16, 17, 18 Juillet 2009, Rabat.

91. Fadoua Ataa Allah, Siham Boulaknadel, Abderrahim El Qadi, Driss Aboutajdine “Arabic Information Retrieval System Based on Noun Phrases”, Humain Language Technologies in Africa : Status and Prospects, ENIM Rabat, Morocco June 3-5, 2008.

92. S. Boulaknadel, F. Ataa Allah, A. El Qadi, D. Aboutajdine “Arabic Text Retrieval”, US-Morocco Workshop Language Technology Research and Education Program Project Startup and Team-Building, ENIM Rabat, Morocco May 30 - June 1, 2006.

93. Fadoua Ataa Allah, Siham Boulaknadel, Abderrahim El Qadi, Driss Aboutajdine, « L’apport des termes génériques sur la recherche d’information en langue Arabe » Journées d’Etudes sur le Traitement Automatique de la Langue Arabe (JETALA), 5 - 6 juin 2006, Rabat, pp:21.