Publications

I. International journal articles:

  1. A. Bouhadja, A. Bouramoul . “Beyond Cocaine and Heroin Use: A Stacking Ensemble-Based Framework for Predicting the Likelihood of Subsequent Substance Use Disorder Using Demographics and Personality Traits”, in International Journal of Computers and Applications (TJCA), ISSN 1925-7074 (vol. xx, pp. xxx), Taylor & Francis Publisher. 2023.
  2. I. Zenbout, A. Bouramoul, S. Meshoul, M. Amrane. “Efficient Bioinspired Feature Selection and Machine Learning Based Framework Using Omics Data and Biological Knowledge Data Bases in Cancer Clinical Endpoint Prediction”,  in IEEE Access, ISSN :2169-3536 (Vol. 11, pp. 2674-2699) IEEE Publisher. 2023.
  3. M-R Kanfoud, A. Bouramoul. “Tackling the multilingual and heterogeneous documents with the pre-trained language identifiers”, in International Journal of Computers and Applications (JCIA), ISSN 1925-7074 (vol. xx, pp. xxx), Taylor & Francis Publisher. 2023.
  4. S-A Hadri, A. Bouramoul. “Towards a deep learning based contextual chat bot for preventing depression in young children with autistic spectrum disorder”,  in Smart Health Journal, ISSN 2352-6483 (vol. 27, pp. 100371), Elsevier Publisher. 2023.
  5. M-S. Kahil, A. Bouramoul and M. Derdour. “Big Data Visual Exploration as a Recommendation Problem”,  In International Journal of Data Mining, Modelling and Management (IJDMMM) – ISSN : 1759-1163, (Vol. 15, No.2, pp. 133-153), Inderscience Publishers Ltd. 2023.
  6. S-A Hadri, A. Bouramoul. “Friendy: A Deep Learning based Framework for Assisting in Young Autistic Children Psychotherapy Interventions”, in Journal Of Communications Software And Systems (JCOMS), ISSN 1845-6421 (Vol. 19, No. 1, pp. 30-38), CCIS & University of Split Publisher. 2023.
  7. A. Abdelkrim, A. Bouramoul, I. Zenbout. “A Systematic Literature Review of Current Status and Future Prospects of Machine Learning Methods and Techniques Applied to Novel Drug Discovery”,  In International Journal of Organizational and Collective Intelligence (IJOCI) – ISSN : 1947-9344, (Vol. 12, No. 4, pp. 01-25), IGI Global Publishers. 2022.
  8. M-R Kanfoud and A. Bouramoul. “SentiCode: A new paradigm for one-time training and global prediction in multilingual sentiment analysis”,  In Journal of Intelligent Information Systems (JIIS) – ISSN : 0925-9902,  (Vol. 59, No.02, pp. 501-522), Springer. 2022.
  9. M-S. Kahil, A. Bouramoul and M. Derdour. “GreedyBigVis – A greedy approach for preparing large datasets to multidimensional visualization”,  In International Journal of Computers and Applications.  (IJCA) ISSN : 1206212, Vol. 44, Issue 08, pp. 60-69, Taylor & Francis Group. 2021.
  10. S. Menaceur, M. Derdour, A. Bouramoul, “Using Query Expansion Techniques and Content-Based Filtering for Personalizing Analysis in Big Data”. In International Journal of Information Technology and Web Engineering (IJITWE) ISSN : 1554-1045, Vol.15, Issue 2, pp. 77-101, IGI Global Publishers. 2020.
  11. S-A Hadri, A. Bouramoul. “Recent Virtual Reality Advances In Psychotherapy: A Highly Selective Review”,  In International Journal of Informatics and Applied Mathematics (IJIAM) – E-ISSN : 2667-6990, (Vol. 03, No. 03, pp. 23-24), DerdiPark AKADEMIK Publisher. 2020.
  12. S. Menaceur, M. Derdour, A. Bouramoul, “Personalized Online Analytical Processing in Big Data Context Using User Profile and Search Context”. In International Journal of Strategic Information Technology and Applications (IJSITA) ISSN : 1947-3095, Vol.8, Issue 4, pp. 37-52, IGI Global Publishers. 2017.
  13. A. Bouramoul, “Gravizor, A Graphical tool for the visualization of web search engines results with multi-agent based modeling”. In International Journal of Intelligent Information Technologies (IJIIT) – ISSN : 1548-3657, Vol.13, No.3, pp. 37-52, IGI Global Publishers. 2017.
  14. H. Cheribi, A. Bouramoul, M-K Kholladi , “A multi-agent based security policy for web related applications: a hybrid approach using context and ontology”. In International Journal of Web Engineering and Technology (IJWET) – ISSN : 1476-1289, Vol.12, No.4, pp. 373-397, Inderscience Publishers Ltd, 2017.
  15.  A. Aggoune, A. Bouramoul, M-K Kholladi, “Mediation system for dealing with semantic problems in databases”. In International Journal of Data Mining, Modelling and Management (IJDMMM) – ISSN : 1759-1163, Vol. 9, No.2, pp. 99-121, Inderscience Publishers Ltd. 2017.
  16. A. Bouramoul, “Contextualisation of information retrieval process and document ranking task in web search tools”. In International Journal of Space-Based and Situated Computing (IJSSC) – ISSN : 2044-4893, Vol. 6, No. 2, pp.74–89, Inderscience Publishers Ltd. 2016.
  17.  A. Bouramoul, “The Semantic Dimension in Information Retrieval, from Document Indexing to Query Reformulation”. In Knowledge Organization journal (KO) – ISSN: 0943 – 7444, Vol.38, No.5: 425-438, Septembre 2011. Ergon-Verlag – würzburg Germany, 2011.
  18. A. Bouramoul, M-K. Kholladi et B-L. Doan “How Ontology Can be Used to Improve Semantic Information Retrieval: The AnimSe Finder Tool”. In International Journal of Computer Applications (IJCA) – ISSN : 0975 – 8887, Vol.21, No.9 : 48-54, Mai 2011. FCS – United States, 2011.
  19. A. Bouramoul, M-K. Kholladi et B-L. Doan “Using Context to Improve the Evaluation of Information Retrieval Systems”. In International Journal of Database Management Systems (IJDMS) – ISSN : 0975-5985, Vol.3, No.2 : 22-39, May 2011. AIRCC – United States, 2011.
  20. A. Bouramoul, M-K. Kholladi et B-L. Doan “RESY: A Context Based Query Reformulation Tool for Information Retrieval on the Web”. In Journal of Computer Science (JCS) – ISSN: 15493636, Vol.6, No.4 : 470-477, April 2010. Science Publications New York – United States, 2010.

II. Inernational conferences

  1. F. Adjailia, S-A. Hadri and A. Bouramoul. “Understanding the Interplay of Clinical Features and Cognitive Behavior in Schizophrenia: A Machine Learning Study”, In World Symposium on Digital Intelligence for Systems and Machines (DISA2023). Indexed in IEEE,   Košice, Slovaquie, 2023.
  2. A. Abdelkrim, A. Bouramoul, I. Zenbout and S. Brahimi “Evaluating the effectiveness of machine learning models for classifying chemical inhibitors : A case study of aromatase inhibitors and Pubchem’s molecular fingerprint descriptors”, In 6th International Conference on Networking and Advanced Systems (ICNAS’23). indexed in IEEE,  Algiers, Algeria, 2023.
  3. S-A. Hadri, A. Bouramoul and J-M Mota Macias “A Lossless Virtual Reality Based Alternative To Eye-tracking for Attention Quantification ”, In International Conference On Decision Aid Sciences And Applications (DASA’23). Indexed in IEEE, Skikda, Algeria, 2023.
  4. S-A. Hadri and A. Bouramoul. “Towards a Novel Machine Learning and Hybrid Questionnaire Based Approach for Early Autism Detection”, In Key Digital Trends in Artificial Intelligence and Robotics : 4th International Conference on Deep Learning, Artificial Intelligence and Robotics,(ICDLAIR). Lecture Notes in Networks and Systems, vol 670. Salerno, Italy, 2023.
  5. W. Abada, A. Bouramoul . “Using Machine Learning Techniques To Predict People At-Risk for Drug Addiction: A Naive Bayesian-based model”, In the 4th International Conference on Pattern Analysis and Intelligent Systems PAIS’22. Indexed in IEEE,  Oum El Bouaghi, Algeria, 2022.
  6. C. Toumi, A. Bouramoul . “Ensemble learning-based model for fake news detection”, In the 4th International Conference on Pattern Analysis and Intelligent Systems PAIS’22. Indexed in IEEE,  Oum El Bouaghi, Algeria, 2022.
  7. A. Bouhadja, A. Bouramoul . “A Review on Recent Machine Learning Applications for Addiction Disorders”, In the 4th International Conference on Pattern Analysis and Intelligent Systems PAIS’22. Indexed in IEEE,  Oum El Bouaghi, Algeria, 2022.
  8. A. Abdelkrim, A. Bouramoul, I. Zenbout. “Machine Learning Methods In Drug Discovery: A Selective Review ”, In International Conference on Theoretical and Applicative Aspects of Computer Science ICTAACS’21. indexed in IEEE,  Skikda, Algeria, 2021.
  9. I. Zenbout, A. Bouramoul, S. Meshoul. “Prediction of Cancer Clinical Endpoints Using Deep Learning and RPPA Data”, In Artificial Intelligence and its Applications AIAP’21. Lecture Notes in Networks and Systems, vol 413. Springer, 2021.
  10. M-R Kanfoud and A. Bouramoul. “Linking the Linguistic Resources Using Graph Structure for Multilingual Sentiment Analysis”, In 7th International Congress on Information and Communication Technology ICICT’21.  London, United Kingdom 2021.
  11. M-S. Kahil, A. Bouramoul and M. Derdour and. “Multi Criteria-Based Community Detection and Visualization in Large-scale Networks Using Label Propagation Algorithm”, In International Conference on Recent Advances in Mathematics and Informatics, ICRAMI’2021 – . Indexed in IEEE, Tebassa, Algeria, 2021.
  12. S-A. Hadri and A. Bouramoul. “Recent Viertual Reality Advances In Psychotherapy:  A Highly Selective Review”, In 3rd Conference on Informatics and Applied Mathematics, Guelma, Algeria, 2020.
  13. I. Zenbout, A. Bouramoul, S. Meshoul. “Targeted unsupervised features learning for gene expression data analysis to predict cancer stage”, In 10th International Conference on Computational Systems-Biology and Bioinformatics, CSBio’19, Nice, France, 2019.
  14. I. Zenbout, A. Bouramoul, S. Meshoul. “Stacked Sparse autoencoder for unsupervised features learning in PanCancer miRNA cancer classification”, In 1st International Conference on Innovative Trends in Computer Sciencen CITCS’19, Guelma, Algeria, 2019.
  15. M-S. Kahil, A. Bouramoul and M. Derdour and. “Big Data and Interactive Visualization: Overview on Challenges, Techniques and Tools”, In 2nd International Conference on Advanced Intelligent Systems for Sustainable Development, AI2SD’2019 – published by Springer, Marrakech, Morocco, 2019.
  16. M-S. Kahil, A. Bouramoul and M. Derdour and. “Towards a New Architecture for Data Multilevels Interactive Visualization in Big Data Domains”, In 4th International Conference on Networking and Advanced Systems, ICNAS’2019 indexed in IEEE,  Annaba, Algeria, 2019.
  17. M-S. Kahil, A. Bouramoul and M. Derdour and. “Mutual Progress of Big Data and Interactive Visualization”, In 2nd International Conference on Informatics and Applied Mathematics, IAM’2019,  Guelma, Algeria, 2019.
  18. H. Cheribi, N. Amraoui; A. Bouramoul et M-K Kholladi, “Context-awareness security model based on multi-agents system operating in complex environment”. In Proceedings of the Second International Conference on Internet of things and Cloud Computing. ICC’2017. Cambridge, United Kingdom. 2017
  19. S. Menaceur , M. Derdour and A. Bouramoul. “OLAPing and Big Data Mining : A Survey”, In The 2nd International Conference on Pattern Analysis and Intelligent Systems, PAIS’2016,  Khenchela, Algeria, 2016.
  20. A. Aggoune, A.Bouramoul, M-K. Kholladi : “Big data integration: A semantic mediation architecture using summary”. In Special Session on Big Data Processing & Internet of Things Processing – Co-located with IEEE International conference on Advanced Technologies for Signal& Image Processing.  Monastir-Tunisia, 2016.
  21.  عبد الكريم بورامول، نبيل عكنوش” : ‘نظم استرجاع المعلومات الرقمية باللغة العربية في بيئة الويب باستخدام الأنطولوجيات: عرض نموذج عملي مطور“، الملتقـى الدولـي حـول : الذاكرة ورقمنه التراث الثقافي : بين تحديات الحفظ وفرص الإتاحة. معهد علم المكتبات والتوثيق – جامعة قسنطينة 2 عبدالحميد مهري ـ الجزائر– يومي 15/14 ديسمبر 2015
  22.  A. Aggoune, A. Bouramoul, M-K. Kholladi.  “Extended Sémanticiens Indexing Modèle for Heterogenous Corpus: Case Study in Scientificité Documents”, In International Workshop on Système Conjoint de Compression et d’Indexation Basé Objet pour la Vidéo – Tassili SCCIBOV’2015, Sidi Bel Abbes, Algérie, 2015.
  23.  A. Aggoune, A. Bouramoul, M-K. Kholladi, B-L. Doan. “A New semantic proximity measure for fuzzy query optimization in relational databases”, In International Conference on Pattern Analysis and Intelligence Systems, PAIS’2015, Tebessa, Algérie, 2015. (Best Paper Award).
  24.  A. Aggoune, A. Bouramoul, M-K. Kholladi : “Personnalisation d’accès aux sources de données hétérogènes pour l’organisation des grands systèmes d’information d’entreprise”. In International Conference on Information Technology for Organization Development, IT4OD’2014, Tebessa, Algérie, 2014.
  25.  A. Aggoune, A. Bouramoul, M-K. Kholladi. “Indexation personnalisée des données multimédia hétérogènes”. In 4th International Symposium ISKO-Maghreb’2014 Concepts and Tools for Knowledge Management (KM), CERIST, Alger, Algérie, 2014.
  26.  A. Aggoune, A. Bouramoul, M-K. Kholladi et B-L. Doan : “Geometric Transformation of User Queries in Information Retrieval on the Web”. In International Arab Conference on Information Technology. ACIT’2013 – Soudan, 2013.
  27.  A. Aggoune, A. Bouramoul, M-K. Kholladi, “Approximate Flexible Queries Using Hausdorff Distance”. In 2nd International Symposium on Modelling and Implementation of Complex Systems, Misc’12, Constantine, Algérie, 2012.
  28.  A. Bouramoul, M-K. Kholladi et B-L. Doan : “An ontology-based approach for semantics ranking of the web search engines results”. In The 3rd IEEE International Conference on Multimedia Computing and Systems, IEEE. Tanger, Morocco, 2012.
  29.  A. Bouramoul, M-K. Kholladi “Une approche basée ontologie pour l’évaluation sémantique des systèmes de recherche d’information”. In Conférence Internationale sur le traitement de l’information multimédia. Mascara, Algérie, 2012.
  30.  A. Bouramoul, M-K. Kholladi et B-L. Doan “A new three levels context based approach for web search engines evaluation”. In Sixth International Conference on Dependability and Computer Systems, DepCos’11, Poland. Published in Springer’s “Advances in Intelligent and Soft Computing”, Springer-Verlag Berlin. Germany, 2011.
  31. A. Bouramoul, M-K. Kholladi et B-L. Doan “Evaluation of Information Retrieval Systems Towards a New Context-Based Approach”. In 4th. International Conference on Information Systems and Economic Intelligence, IEEE. Marrakech, Morocco, 2011.
  32. A. Bouramoul, M-K. Kholladi et B-L. Doan “Une architecture à base des profils pour la reformulation contextuelle des requêtes utilisateur”. In Fourth Workshop on Decisional Systems. ASD’09, ISNB : 978–9961–9913–0–5. Jijel, Algérie, 2009.
  33.  Argougne, A. Bouramoul, A. Khababa,  “Modélisation des Interfaces Homme-Machine Adaptatives – Une Approche Basée Patrons de Conception ”. In International Conference on Applied Informatics. ICA’09, Bordj Bou Arréridj, Algérie, 2009.