By Dr Heba El-Fiqi

Book Chapters

Campbell B; El-Fiqi H; Hunjet R; Abbass H, 2021, 'Distributed Multi-agent Shepherding with Consensus', in Advances in Swarm Intelligence, pp. 168 - 181, http://dx.doi.org/10.1007/978-3-030-78811-7_17

El-Fiqi H; Kasmarik K; Abbass H, 2021, 'Logical Shepherd Assisting Air Traffic Controllers for Swarm UAV Traffic Control Systems', in Abbass H; Robert H (ed.), Shepherding UxVs for Human-Swarm Teaming: An Artificial Intelligence Approach to Unmanned X Vehicles, Springer International Publishing, pp. 245 - 263, http://dx.doi.org/10.1007/978-3-030-60898-9_11

El-Fiqi H; Slay J, 2016, 'Literature Review on Cloud Authentication and Forensics', in Choo K-KR; Slay J (ed.), Cloud Authentication and Forensics, The National Drug Law Enforcement Research Fund (NDLERF), Canberra, Australian Capital Territory 2601, pp. 2 - 8, http://www.ndlerf.gov.au/sites/default/files/publication-documents/monographs/monograph-69.pdf

Sobh TS; El-Fiqi HZ, 2010, 'Early worm detection for minimizing damage in e-service networks', in Handbook of Research on E-Services in the Public Sector: E-Government Strategies and Advancements, pp. 336 - 358, http://dx.doi.org/10.4018/978-1-61520-789-3.ch027

Journal articles

Debie E; El-Fiqi H; Fidock J; Barlow M; Kasmarik K; Anavatti S; Garratt M; Abbass H, 2021, 'Autonomous recommender system for reconnaissance tasks using a swarm of UAVs and asynchronous shepherding', Human-Intelligent Systems Integration, 3, pp. 175 - 186, http://dx.doi.org/10.1007/s42454-020-00024-w

El-Fiqi H; Wang M; Kasmarik K; Bezerianos A; TAN KC; Abbass H, 2021, 'Weighted Gate Layer Autoencoders', IEEE Transactions on Cybernetics, 52, pp. 7242 - 7253, http://dx.doi.org/10.1109/TCYB.2021.3049583

El-Fiqi H; Campbell B; Elsayed S; Perry A; Singh HK; Hunjet R; Abbass HA, 2020, 'The Limits of Reactive Shepherding Approaches for Swarm Guidance', IEEE Access, 8, pp. 214658 - 214671, http://dx.doi.org/10.1109/ACCESS.2020.3037325

El-Amir S; El-Fiqi H, 2019, 'Classification Imbalanced Data Sets: A Survey', International Journal of Computer Applications, 177, pp. 20 - 23, http://dx.doi.org/10.5120/ijca2019919682

Wang M; El-Fiqi H; Hu J; Abbass HA, 2019, 'Convolutional Neural Networks Using Dynamic Functional Connectivity for EEG-Based Person Identification in Diverse Human States', IEEE Transactions on Information Forensics and Security, 14, pp. 3359 - 3372, http://dx.doi.org/10.1109/TIFS.2019.2916403

El-Fiqi H; Petraki E; Abbass HA, 2019, 'Network motifs for translator stylometry identification', PLoS ONE, 14, pp. e0211809, http://dx.doi.org/10.1371/journal.pone.0211809

Razek SA; El-Fiqi H; Mahmoud I, 2017, 'Cloud Storage Forensics: Survey', International Journal of Engineering Trends and Technology, 52, pp. 22 - 35, http://dx.doi.org/10.14445/22315381/ijett-v52p205

El-Fiqi H; Petraki E; Abbass HA, 2016, 'Pairwise Comparative Classification for Translator Stylometric Analysis', ACM Transactions on Asian and Low-Resource Language Information Processing, 16, pp. 1 - 26, http://dx.doi.org/10.1145/2898997

Pham TD; El fiqi H; Knecht S; Wersching H; Baune BT; Berger K, 2010, 'Structural simplexity of the brain', Journal of Neuroscience Methods, 1, pp. 113 - 126, http://dx.doi.org/10.1016/j.jneumeth.2010.01.029

Farag IA; Shouman MA; Sobh TS; El-Fiqi H, 2009, 'Intelligent System for Worm Detection', International Arab Journal of e-Technology, 1, pp. 58 - 67, https://www.researchgate.net/publication/220610534_Intelligent_System_for_Worm_Detection

Conference Papers

Le V-H; Plested J; El-Fiqi H, 2022, 'Deep learning based detection of high similarity objects on limited hardware robots', in Ishibuchi H; Kwoh C-K (ed.), Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence (IEEE SSCI) December 4 – 7, 2022, Singapore, IEEE SSCI, Singapore, pp. 1770 - 1771, presented at 2022 IEEE Symposium Series on Computational Intelligence (IEEE SSCI) December 4 – 7, 2022, Singapore, Singapore, 04 December 2022 - 07 December 2022, https://rpsonline.com.sg/rps2prod/ieee-ssci2022/pdf/IEEE-SSCI22-341.pdf

El-Fiqi H; Campbell B; Elsayed S; Perry A; Singh HK; Hunjet R; Abbass H, 2020, 'A preliminary study towards an improved shepherding model', in GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, pp. 75 - 76, http://dx.doi.org/10.1145/3377929.3390067

El-Fiqi H; Kasmarik K; Bezerianos A; Tan KC; Abbass H, 2019, 'Gate-Layer Autoencoders with Application to Incomplete EEG Signal Recovery', in Proceedings of the International Joint Conference on Neural Networks, Institute of Electrical and Electronics Engineers Inc., Budapest, Hungary, Hungary, pp. 1 - 8, presented at 2019 International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, Hungary, 14 July 2019 - 19 July 2019, http://dx.doi.org/10.1109/IJCNN.2019.8852101

El-Fiqi H; Wang M; Salimi N; Kasmarik KE; Barlow M; Abbass H, 2018, 'Convolution Neural Networks for Person Identification and Verification Using Steady State Visual Evoked Potential', in Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018, Institute of Electrical and Electronics Engineers (IEEE), Miyazaki, Japan, pp. 1062 - 1069, presented at IEEE International Conference on Systems, Man, and Cybernetics, Miyazaki, Japan, 07 October 2018 - 10 October 2018, http://dx.doi.org/10.1109/SMC.2018.00188

El-Fiqi H; Petraki E; Abbass HA, 2011, 'A computational linguistic approach for the identification of translator stylometry using Arabic-English text', in IEEE International Conference on Fuzzy Systems, Institute of Electrical and Electronics Engineers Inc.,, Piscataway, NJ, USA, pp. 2039 - 2045, presented at 2011 IEEE International Conference on Fuzzy Systems, FUZZ 2011, Taipei, Taiwan, 27 June 2011 - 30 June 2011, http://dx.doi.org/10.1109/FUZZY.2011.6007535

El fiqi H; Pham TD; Hattori HT; Crane DI, 2009, 'Measuring complexity of mouse brain morphological changes using geoentropy', in 2009 INTERNATIONAL CONFERENCE ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-09), American Institute of Physics, Sofia, Bulgaria, presented at 2009 INTERNATIONAL CONFERNECE ON COMPUTATIONAL MODELS FOR LIFE SCIENCES (CMLS-09), Sofia, Bulgaria, 28 July 2009 - 29 July 2009, http://scitation.aip.org/proceedings/confproceed/1210.jsp

Farag I; Shouman MA; Sobh TS; El-Fiqi HZ, 2007, 'Worm detection based on local victim information using ANN', in 37th International Conference on Computers and Industrial Engineering 2007, pp. 763 - 771

Conference Abstracts

Delaney J; Keane J; El-Fiqi H; Joiner K, 2021, 'Prospects for machine learning in dynamic recovery of underwater vehicles', in Australasian Simulation Congress 2021 Congress Proceedings Simulation – Navigating Uncertain Futures, Sydney, Australia, presented at Australasian Simulation Congress (ASC 2021), Sydney, Australia, 09 November 2021 - 11 November 2021

Preprints

Wise C; Hussein A; El-Fiqi H, 2022, Developing Decentralised Resilience to Malicious Influence in Collective Perception Problem, , http://arxiv.org/abs/2211.03063v1

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