Alharbi, Fayez; Ouarbya, Lahcen and Ward, Jamie A. 2022. Comparing Sampling Strategies for Tackling Imbalanced Data in Human Activity Recognition. Sensors, 22(4), 1373. ISSN 1424-8220 [Article]

Ouarbya, Lahcen; Mirikitani, Derrick Takeshi and Martin, Eamonn. 2012. The use of sequential recurrent neural filters in forecasting the Dst index for the strong magnetic storm of autumn 2003. Applied Mathematics Letters, 25(10), pp. 1361-1366. ISSN 0893-9659 [Article]

Mirikitani, Derrick T.; Tsui, Lisa and Ouarbya, Lahcen. 2011. Evolving Recurrent Neural Models of Geomagnetic Storms. Intelligent Data Engineering and Automated Learning - IDEAL 2011, 6936, pp. 244-251. [Article]

Danicic, Sebastian; Barraclough, Richard; Binkley, David; Harman, Mark; Hierons, Robert; Kiss, Ákos; Laurence, Michael and Ouarbya, Lahcen. 2010. A trajectory-based strict semantics for program slicing. Theoretical Computer Science, 411(11-13), pp. 1372-1386. ISSN 0304-3975 [Article]

Danicic, Sebastian; Harman, Mark; Howroyd, John and Ouarbya, Lahcen. 2007. A non-standard semantics for program slicing and dependence analysis. The Journal of Logic and Algebraic Programming, 72(2), pp. 191-206. ISSN 1567-8326 [Article]

Binkley, Dave; Danicic, Sebastian; Harman, Mark; Howroyd, John and Ouarbya, Lahcen. 2006. A formal relationship between program slicing and partial evaluation. Formal Aspects of Computing, 18(2), pp. 103-119. ISSN 09345043 [Article]

Danicic, Sebastian; Daoudi, Mohammed; Fox, Chris; Harman, Mark; Hierons, Robert; Howroyd, John; Ouarbya, Lahcen and Ward, Martin. 2005. ConSUS: A lightweight program conditioner. Journal of Systems and Software, 77(3), pp. 241-262. ISSN 0164-1212 [Article]

Harman, Mark; Hu, Lin; Munro, Malcolm; Zhang, Xingyuan; Wendell Binkley, David; Danicic, Sebastian; Daoudi, Mohammed and Ouarbya, Lahcen. 2004. Syntax-directed amorphous slicing. Automated Software Engineering, 11(1), pp. 27-61. ISSN 0928-8910 [Article]

Danicic, Sebastian; Gyimóthy, Tibor; Harman, Mark; Kiss, Akos; Ouarbya, Lahcen and Binkley, Dave. 2004. Formalizing executable dynamic and forward slicing. In: , ed. 4th International Workshop on Source Code Analysis and Manipulation (SCAM 04). , Los Alamitos, California, USA: IEEE Computer Society Press, pp. 43-52. [Book Section]

Daoudi, Mohammed; Danicic, Sebastian; Howroyd, John; Harman, Mark; Fox, Chris; Ouarbya, Lahcen and Ward, Martin. 2002. ConSUS: A scalable approach to conditioned slicing. In: , ed. IEEE Working Conference on Reverse Engineering (WCRE 2002). Los Alamitos, California, USA: IEEE Computer Society Press, pp. 109-118. [Book Section]

Harman, Mark; Hu, Lin; Zhang, Xingyuan; Munro, Malcolm; Danicic, Sebastian; Daoudi, Mohammed and Ouarbya, Lahcen. 2002. An interprocedural amorphous slicer for WSL. In: , ed. IEEE International Workshop on Source Code Analysis and Manipulation (SCAM 2002). Los Alamitos, California, USA: IEEE Computer Society Press, pp. 105-114. ISBN 978-0769517940 [Book Section]

Zhang, Kai and Ouarbya, Lahcen. 2024. 'Enhanced Solar Potential Analysis: Separating Terraced House Rooftops Using Convolutional Neural Networks'. In: 9th IEEE International Conference on Computational Intelligence and Applications (ICCIA 2024). Haikou, China 9-11 August 2024. [Conference or Workshop Item] (In Press)

Musto, Henry; Stamate, Daniel; Logofatu, Doina and Ouarbya, Lahcen. 2024. 'On a Survival Gradient Boosting, Neural Network and Cox PH Based Approach to Predicting Dementia Diagnosis Risk on ADNI'. In: 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). Istanbul, Turkey 5 - 8 December 2023. [Conference or Workshop Item]

Grey, Benedict; Ouarbya, Lahcen and Blackwell, Tim. 2024. 'An investigation into computational methods for classifying fishing vessels to identify illegal, unreported and unregulated fishing activity'. In: 2023 8th International Conference on Computational Intelligence and Applications (ICCIA). Haikou, China 23-25 June 2023. [Conference or Workshop Item]

Ouarbya, Lahcen and Rahul, Mohite. 2023. 'Interpretable Anomaly Detection: A Hybrid Approach Using Rule-Based and Machine Learning Techniques'. In: 2024 IEEE 9th International conference for Convergence in Technology (I2CT). Vivanta Pune, Hinjawadi, Hinjawadi Road Hinjawadi Village, Hinjawadi, Pune, India 5 - 7 April 2024. [Conference or Workshop Item] (Forthcoming)

Rahul, Mohite and Ouarbya, Lahcen. 2023. 'Emotion Recognition Using Artificial Intelligence'. In: ICHLAI 2023: 17. International Conference on Human Learning and Artificial Intelligence. Venice, Italy 3-4 April 2023. [Conference or Workshop Item]

Alfalah, Abdlekrim; Ouarbya, Lahcen and Howroyd, John. 2021. 'Empirical Study of Partitions Similarity Measures'. In: ICCAE 2021: International Conference on Clustering Algorithms and Evaluation. Dubai, United Arab Emirates 20-21 December 2021. [Conference or Workshop Item]

Olaniyan, Rapheal; Stamate, Daniel; Ouarbya, Lahcen and Logofatu, Doina. 2015. 'Sentiment and stock market volatility predictive modelling - A hybrid approach'. In: 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA). Paris, France. [Conference or Workshop Item]

Mirikitani, Derrick T.; Ouarbya, Lahcen; Tsui, Lisa and Martin, Eamonn. 2012. 'Improving Forecasts of Geomagnetic Storms with Evolved Recurrent Neural Networks'. In: IEEE 10th International Conference on Cybernetic Intelligent Systems (CIS). London, United Kingdom 1 - 2 September 2011. [Conference or Workshop Item]

Ouarbya, Lahcen and Mirikitani, Derrick T.. 2009. 'Modeling Geomagnetospheric Disturbances with Sequential Bayesian Recurrent Neural Networks'. In: 16th International Conference on Neural Information Processing - ICONIP 2009. Bangkok, Thailand 1 - 5 December 2009. [Conference or Workshop Item]

Mirikitani, Derrick Takeshi and Ouarbya, Lahcen. 2009. 'Modeling Dst with Recurrent EM Neural Networks'. In: International Conference on Artificial Neural Networks - ICANN 2009. Limassol, Cyprus 14 - 17 September 2009. [Conference or Workshop Item]

Danicic, Sebastian; Harman, Mark; Howroyd, John and Ouarbya, Lahcen. 2004. 'A Lazy Semantics for Program Slicing'. In: 1st International Workshop on Programming Language Interference and Dependence. Verona, Italy 25 August 2004. [Conference or Workshop Item]

Ouarbya, Lahcen; Danicic, Sebastian; Daoudi, Mohammed; Harman, Mark and Fox, Chris. 2002. 'A Denotational Interprocedural Program Slicer'. In: Ninth Working Conference on Reverse Engineering, 2002 (WCRE 2002). Richmond, Virginia, United States 29 October - 1 November 2002. [Conference or Workshop Item]