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

Li K; El-Fiqi H; Wang M, 2025, 'Gate Control Mechanisms of Autoencoders for EEG Signal Reconstruction', Sensors, 25, http://dx.doi.org/10.3390/s25113389

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

Amin S; Petraki E; El-Fiqi H; Abbass H, 2024, 'Securing Young Minds: Analysing Primary Teachers’ Perspectives and Practices in Cyber Safety', in ACIS 2024 Proceedings, Canberra, presented at Australasian Conference on Information Systems 2024, Canberra, 04 December 2024 - 06 December 2024, https://aisel.aisnet.org/acis2024/93/

Zhou J; El-Fiqi H; Hussein A, 2024, 'Adversarial Patrolling Using a Shepherding Approach', in Conference Proceedings IEEE International Conference on Systems Man and Cybernetics, pp. 839 - 844, http://dx.doi.org/10.1109/SMC54092.2024.10832074

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://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10022077

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://dx.doi.org/10.48550/arXiv.2211.03063

Back to profile page