Publications

2021 : NECS-based Cache Management in the Information Centric Networking. Nour El Houda Fethellah, Hafida Bouziane and Abdallah Chouarfia.  International Journal of Interactive Mobile Technologies (iJIM), v. 15, n. 21, p172-187. 16p. ISSN 1865-7923.

2021 : Logistic matrix factorisation and generative adversarial neural network-based method for predicting drug-target interactions. Sarra Itidal Abbou, Hafida Bouziane & Abdallah Chouarfia. Molecular Diversity (2021). doi :https://doi.org/10.1007/s11030-021-10273-9. 

2020 : Use of Chou’s 5-Steps Rule to Predict the Subcellular Localization of Gram-Negative and Gram-Positive Bacterial Proteins by Multi-Label Learning based on Gene Ontology Annotation and Profile Alignment. Hafida Bouziane and Abdallah Chouarfia.Journal of Integrative Bioinformatics (published online ahead of print 2020), 2019-0091. doi: https://doi.org/10.1515/jib-2019-0091 

2019 : Sequence- and structure-based prediction of amyloidogenic regions in proteins. Hafida Bouziane and Abdallah Chouarfia. Soft Comput 24, 3285–3308. doi :10.1007/s00500-019-04087-z (2019).

2019: New Efficient Caching Strategy based on Clustering in Named Data Networking. FETHELLAH Nour El Houda, BOUZIANE Hafida, CHOUARFIA Abdallah International Journal of Interactive Mobile Technologies (iJIM), v. 13, n. 12, p. pp. 104-119, dec. 2019.

2015: Effect of Simple Ensemble Methods on Protein Secondary Structure Prediction.  Hafida Bouziane, Belhadri Messabih and Abdallah Chouarfia. Soft Comput 19, 1663–1678. doi:10.1007/s00500-014-1355-0 (2015). 

2013: A Voting-Based Combination System for Protein Cellular Localization Sites Prediction. Hafida Bouziane, Belhadri Messabih and Abdallah Chouarfia. International Journal of Computer Theory and Ingineering. 5(4): 585-592. doi: 10.7763/IJCTE.2013.V5.755. 

2011: Profiles and majority voting-based ensemble method for protein secondary structure prediction. Bouziane H, Messabih B, Chouarfia A.  Evol Bioinform , 7:171–189. doi:10.4137/EBO.S7931 (2011).

2011: Dynamic Maintenance and Evolution of Critical Components-Based Software Using Multi Agent System. Chouarfia Abdallah, Hafida Bouziane. Computer and Information Science, 4(5): 78-91 (2011). 

2010: A new architectural approach for dynamic adaptation of components-based software using multi agent system.Chouarfia Abdallah, Bouziane Hafida. Journal of Control Engineering And Applied Informatics, Vol.12, No.4, pp. 43-50 (2010). 

2009: Machine Learning for Protein Secondary Structure Prediction. Hafida Bouziane, Belhadri Messabih and Abdellah Chouarfia. ICGST International Journal on Bioinformatics and Medical Engineering.,9(1):1-5. ISSN: 1687-4811 (2009). 

2008: Prédiction de la structure 2D des protéines par les réseaux de neurones . Hafida Bouziane, Belhadri Messabih, Abdallah Chouarfia. Communications of the IBIMA Journal, IBIMA Publishing, 6(30):201- 207. ISSN:1943-7765 (2008). 

2005: Automatic Determination Statecharts Based on Guard of Events. A. Chouarfia, H. Bouziane and B. Messabih, Information Technology Journal, ISSN 1812-5638, 4(2) pp 197-203 (2005).

 2005: Flexible Structural DBMS Case of Chemical Study.  A. Chouarfia, B. Messabih, H. Bouziane. Journal of Applied Sciences .  5: 1062-1065. doi: 10.3923/jas.2005.1062.1065 (2005).

Conference papers

2023: In silico analysis and identification of protein amyloid aggregation inhibitors. Ichrak Chouarfia and Hafida Bouziane. The world's largest bioinformatics and computational biology conference (ISMB/ECCB 2023) in Lyon, France, July 23-27, 2023. (accepted)

2023:  A Brief overview on the ICN design. Nour El Houda Fethellah and Hafida Bouziane.  First National Conference in Computer Science Research and its Applications (RIA’23), May 10, 2023, Relizane, Algeria.

2022: Enhancing the NECS caching strategy for the Information Centric Networking. Nour El Houda Fethellah Hafida Bouziane and Abdallah Chouarfia. National Conference on Telecommunications and its Applications.  Ain Témouchent, Algeria, December 20-21, 2022. 

2021: NECS-based Cache Management in the Named Data Networking. Nour El Houda Fethellah Hafida Bouziane and Abdallah Chouarfia. The 2nd International Conference on Computer Science's Complex Systems and their Applications ICCSA. May 25-26, 2021, Oum El Bouaghi, Algeria.

2021 : Deep Convolutional Neural Network for Drug-Target Binding Affinity Prediction using Implicit and Explicit Interaction Features. Sarra Itidal Abbou, Hafida Bouziane, Abdallah Chouarfia. TOKYO SUMMIT-III 3rd international conference on innovative studies of contemporary sciences. February 19-21, 2021, Tokyo, Japan.

2019: Multi-Label Learning with Heterogeneous Label-Specific Features for Human Protein Subcellular Localization Sites Prediction.  Hafida Bouziane, Abdallah Chouarfia. Advances in Computational Biology    Conference (AdvCompbio 2019), November 28-29th 2019, Barcelona, Spain. 

2019: DLMF: Deep Logistic Matrix Factorization with multiple information integration for drug-target interaction prediction. Sarra Itidal Abbou , Hafida Bouziane, Abdallah Chouarfia. Advances in Computational Biology Conference (AdvCompbio 2019), November 28-29th 2019, Barcelona, Spain. 

2012: Meta-Learning for Escherichia Coli Bacteria Patterns Classification. Hafida Bouziane, Belhadri Messabih and Abdallah Chouarfia. Fourth International Conference in Web and Information Technologies (ICWIT 2012), 29-30 April, Sidi Bel Abbes, Algeria. 

2011: A Voting-Based Combination System for Protein Cellular Localization Sites Prediction. Hafida Bouziane, Belhadri Messabih and Abdallah Chouarfia. IEEE International Conference on Information and Computer Applications (ICICA 2011), March 18-20, Dubai , UAE.

2009: Approach based on artificial neural networks for protein secondary structure prediction. Hafida Bouziane-Chouarfia, Belhadri Messabih, Yann Guermeur and Abdallah Chouarfia. Nouvelles Techniques ImmunoCognitive dans les Réseaux Informatiques (NTICRI 2009), Ecole-ENSET Oran Algeria. 

2009: Prédiction de la Structure des Protéines par Apprentissage Automatique. H. Bouziane, B. Messabih , A. Chouarfia, Fifth International Conference: Sciences Of Electronic, Technologies Of Information And Telecommunications SETIT 2009 March 22-26, 2009 Tunisia. ISBN :978-9973-0-0123-8. 

2009: Prédiction de la structure 2D par les réseaux de neurones.  H. Bouziane, B. Messabih, A. Chouarfia, Innovation and Knowledge Management in Twin Track Economies, 11th International Business Information Management Conférence, 11th Ibima 4-6 january 2009 in Cairo, Egypt, ISBN : 978-0- 9821489-0-7.

2008: Prédiction de la structure des protéines par l’approche neuronale, H. Bouziane, B. Messabih, A. Chouarfia et G. Khensous, First International Conference on Web and Information Technologies ICWIT’2008 29-30 june 2008 Sidi Bel Abbès Algeria.

2008: Prédiction de la structure protéique par des méthodes bioinformatiques , H. Bouziane, B. Messabih et A. Chouarfia , 10th MCSEAI’08 Maghrebian Conference on Information Technologies, 28-30 April 2008 in Oran Algeria . 

2008: La gouvernance de la sécurité des systèmes d’information. Chouarfia Abdallah, Bouziane Hafida, 8émes Journées Scientifiques et Techniques JST8, 18-19 November 2008 in 4th Algeria Energy Week (SEA4) Algers Algeria. 

2008: Utilisation des réseaux de neurones pour la prédiction des structures protéiques. H. Bouziane, B. Messabih, A. Chouarfia, Journées Scientifiques en Informatique JSIO , Oran 16-17 December 2008, University of Oran Algeria. 

2000:  Intelligent structured databases management: Case of chemical structures retrieval . Chouarfia, A., B. Messabih and H. Bouziane, Scientific Research Outlook in the Arab World and the New Millennium: Science and Technology 2000, University of Sharjah, UAE.