Publications and research outputs
Book Section 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.
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.
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
Article 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
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
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.
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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
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
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
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
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
Conference or Workshop Item 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.
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.
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.
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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.
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.
Alharbi, F ; Ouarbya, L and Ward, J A . 2020. 'Synthetic Sensor Data for Human Activity Recognition '. In: International Joint Conference on Neural Networks (IJCNN). Glasgow, United Kingdom 19-24 July 2020.
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.
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.
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.
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.
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.
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.