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Salah Bouktif

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  Publications Quality

QualityPub

Sample of Journal publications

[J1].  K Sellami, A Ouni, MA Saied, S Bouktif, MW Mkaouer Improving microservices extraction using evolutionary search Elsevier Information and Software Technology 151, 106996, 2022, IF: 3.862, SJR 1.44, Q1 (top10% 2021)

 [J2].  S Bouktif, A Ouni, S Lazarova-Molnar Towards a rigorous consideration of occupant behaviours of residential households for effective electrical energy savings: An overview Energies 15 (5), 1741 2022, IF: 3.004, SJR: 0.653, (top 25%, Q1, 2021)

[J3].     S Bouktif, A Cheniki, A Ouni Traffic signal control using hybrid action space deep reinforcement learning Sensors 21 (7), 2302, 2021, IF 3.275, SJR: 0.83, (top 25%, Q1)

[J4].     Marwa Daagi, Ali Aouni, Mohamed Gammoudi, Salah Bouktif, and Mohamed Wiem Mkaouer, “Multi-criteria Web Services Selection : Balancing the Quality of Design and Quality of Service in  ACM Transactions on Internet                  Technology (TOIT 2021), IF 3.135, SJR:1.18, (top 25%, Q1)

[J5].     S Bouktif, A Fiaz, A Ouni, MA Serhani Multi-Sequence LSTM-RNN Deep Learning and Metaheuristics for Electric Load Forecasting MDPI Energies 13 (2), 391(2020), IF:2.707/SJR: 0.598 (top 25%, Q1)

[J6].     H El-Sayed, H Alexander, MA Khan, P Kulkarni, S Bouktif Machine learning based trust management framework for vehicular networks Elsevier Vehicular Communications, 100256 (2020) IF: 4.706, SJR:1.298, (top 10%, Q1)

[J7].    H El-Sayed, HA Ignatious, P Kulkarni, S Bouktif  DyReT: A Dynamic Rule Framing Engine Equipped with Trust Management for Vehicular Networks IEEE Access 8, 72757-72767 (2020), IF: 4.098, SJR: 0.587, (top 25%, Q1)

[J8].     S Bouktif, A Fiaz, M Awad Augmented Textual Features-Based Stock Market Prediction IEEE Access 8, 40269-40282 (2020), IF: 4.098, SJR: 0.587, (top 25%, Q1)

[J9].     N Almarimi, A Ouni, S Bouktif, MW Mkaouer, RG Kula, MA Saied Web service API recommendation for automated mashup creation using multi-objective evolutionary search Elsevier Applied Soft Computing 85, 105830(2019), IF:4.873, SJR: 1.29, (top 10%, Q1)

[J10].  S Bouktif, A Fiaz, A Ouni, MA Serhani Single and multi-sequence deep learning models for short- and medium-term electric load forecasting MDPI Energies 12 (1), 149 (2019), IF:2.707, SJR: 0.635 (Q2)

[J11].  S Boukharata, A Ouni, M Kessentini, S Bouktif, H Wang, Improving web service interfaces modularity using multi-objective optimization Springer Nature Automated Software Engineering 26 (2), 275-312 (2019), IF:2.2, SJR: 0.59, (Q2)

[J12].  A Ouni, H Wang, M Kessentini, S Bouktif, K Inoue “A hybrid approach for improving the design quality of web service interfaces” ACM Transactions on Internet Technology (TOIT) 19 (1), 1-24 (2019), IF:2.382, SJR: 0.675, (top 25%, Q1).

[J13].  Salah Bouktif, Ali Fiaz, Ali Ouni, and M. Adel Serhani (2018) Optimal Deep Learning LSTM Model for Electric Load Forecasting using Feature Selection and Genetic Algorithm: Comparison with Machine Learning Approaches, MDPI Energies 2018, 11(7), (IF 2.67, SJR: 0.612, Q1),

[J14]. Salah Bouktif and Waleed K. Ahmed “Monitoring System for Residential Energy 15” Journal of New Computer Architectures and their Applications 5(4): 156-164, 2016

.[J15]  Ahmed, F.; Capretz, L.F.; Bouktif, S. & Campbell, P.  “Soft Skills and Software Development: A reflection from Software Industry”, International Journal of Information Processing and Management 14(3) 2015.vol14. issue3.17 (SJR 0.111) Class B,

[J16]. Salah Bouktif, Eileen Marie Hanna, Nazar Zaki and Eman Abu Khoussa “Ant Colony Optimization Algorithm for Interpreting a Combination of Bayesian Classifiers: Application to Heart Disease Prediction in the PLOS ONE 2014 (IF: 4.411, SJR 1.559, Class A*, Q1, top 10%).

[J17].  Bouktif, Salah, Houari Sahraoui, and Faheem Ahmed. "Predicting stability of open-source software systems using combination of Bayesian classifiers." ACM Transactions on Management Information Systems (TMIS) 5.1 (2014) (SJR: 0.89, Q1)

 Sample of Conference Papers 

[C1].          R Alexandre, A Ouni, MA Saied, S Bouktif, MW Mkaouer, On the identification of third-party library usage patterns for android applications, The International Conference on Evaluation and Assessment in Software Engineering, Gothenburg, Sweden, June 13 - 15, 2022 (Scopus indexed, Class A)

[C2].          S Bouktif, A Cheniki, A Ouni, H El-Sayed Traffic signal control based on deep reinforcement learning with simplified state and reward definitions 2021 International Conference on Artificial Intelligence and Big Data, China, May 2021 (Scopus indexed)

[C3].          Salah Bouktif, Ali Fiaz, Ali Ouni, Badreyya Alnaqbi and Fatmah Alsereidi “Bayesian Optimized XGBoost Model for Traffic Speed Prediction Incorporating Weather Effects” Alsereidi 2020 International Conference on Intelligent Computing in Data Sciences (ICDS) Fez, Morocco October 21-23 (Scopus indexed)

[C4].          H El-Kassabi, M. A Serhani, S Bouktif, A Benharref Multi-Model Deep Learning for Cloud Resources Prediction to Support Proactive Workflow Adaptation 2019 IEEE Cloud Summit, 78-85 IEEE Washington DC, USA (2019) (Scopus indexed)

[C5].          S Bouktif, A Fiaz, M Awad Stock Market Movement Prediction using Disparate Text Features with Machine Learning 2019 International Conference on Intelligent Computing in Data Sciences Oct 2019 Marrakech, Morocco (2019) (Scopus indexed)

[C6].          Salah Bouktif and Ali Fiaz, “Deep learning with LSTM networks for Medium to Long Range Demand Forecasting” ECOS 2018 - 31st International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy system, 17-22, June 2018, Guimaraes, Portugal, (31st edition)

[C7].          Marwa Daagi, Ali Ouni , Marouane Kessentini, Mohamed Mohsen Gammoudi, Salah Bouktif “Web Service Interface Decomposition Using Formal Concept Analysis” 24th IEEE International Conference on Web Services June, 2017, Hawaii, USA (Scopus Indexed, Class A)

[C8].          Ali Ouni, Marwa Daagi, Marouane Kessentini, Salah Bouktif, Mohamed Mohsen Gammoudi “A Machine Learning-Based Approach to Detect Web Service Design Defects” 24th IEEE International Conference on Web Services June 2017, Hawaii, USA (Scopus Indexed, Class A)

[C9].          Najah A. Abu Ali, Mervat Abu-Elkheir, and Salah Bouktif (2016) “Utilizing VIN for Improved Vehicular Sensing”, in the 2016 IEEE Wireless Communications and Networking Conference, 3-6 April 2016, Doha, Qatar (Scopus Indexed, Class B)

[C10]    Bouktif S. and Adel Awad M. (2015). “Predicting Stock Market Movement: An Evolutionary Approach”. In Proceedings of the 7th International Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, pages 159-167, Lisbon Portugal, 11-15 Nov 2015. A top conference with 6 reviewers and a rebuttal letter (Scopus Indexed, Class C)