RT4 Publications: AI Driven Edge Data and Model Guard

@article{nokey,

title = {The Current State and Future Trajectory of the Sharing Economy: A Multi-Stakeholder Perspective},

author = {D. Davlembayeva and R. Abbas and D. Laffey and K. Michael and S. Papagiannidis},

url = {https://www.business-and-management.org/download.php?file=2024/19_1–1-29-Davlembayeva,Abbas,Laffey,Michael,Papagiannidis.pdf},

doi = {10.69864/ijbsam.19-1.180},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

journal = {International Journal of Business Science and Applied Management},

volume = {19},

number = {1},

pages = {1–29},

publisher = {International Journal of Business Science and Applied Management},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Pravin2024,

title = {Fragility, robustness and antifragility in deep learning},

author = {C. Pravin and I. Martino and G. Nicosia and V. Ojha},

doi = {10.1016/j.artint.2023.104060},

year  = {2024},

date = {2024-01-01},

journal = {Artificial Intelligence},

volume = {327},

pages = {104060},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Suganthan2024,

title = {Euclidean and Poincaré space ensemble Xgboost},

author = {P. N. Suganthan and L. Kong and V. Snášel and V. Ojha and H. A. H. Z. Aly},

doi = {10.1016/j.inffus.2024.102746},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

journal = {Information Fusion},

pages = {102746},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Snasel2024,

title = {Large-scale data classification based on the integrated fusion of fuzzy learning and graph neural network},

author = {V. Snášel and M. Štěpnička and V. Ojha and P. N. Suganthan and R. Gao and L. Kong},

doi = {10.1016/j.inffus.2023.102067},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

journal = {Information Fusion},

volume = {102},

pages = {102067},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Alqattan2024b,

title = {Modular neural network for Edge-based Detection of early-stage IoT Botnet},

author = {D. Alqattan and V. Ojha and F. Habib and A. Noor and G. Morgan and R. Ranjan},

doi = {10.1016/j.hcc.2024.100230},

year  = {2024},

date = {2024-01-01},

journal = {High-Confidence Computing},

pages = {100230},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Duan2024b,

title = {Wearable-based behaviour interpolation for semi-supervised human activity recognition},

author = {H. Duan and S. Wang and V. Ojha and S. Wang and Y. Huang and Y. Long and R. Ranjan and Y. Zheng},

doi = {10.1016/j.ins.2024.120393},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

journal = {Information Sciences},

volume = {665},

pages = {120393},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Kong2023,

title = {Low-rank and global-representation-key-based attention for graph transformer},

author = {L. Kong and V. Ojha and R. Gao and P. N. Suganthan and V. Snášel},

doi = {10.1016/j.ins.2023.119108},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

journal = {Information Sciences},

volume = {642},

pages = {119108},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Ayers2023,

title = {Supervised machine learning to estimate instabilities in chaotic systems: Estimation of local Lyapunov exponents},

author = {D. Ayers and J. Lau and J. Amezcua and A. Carrassi and V. Ojha},

doi = {10.1002/qj.4450},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

journal = {Quarterly Journal of the Royal Meteorological Society},

volume = {149},

number = {753},

pages = {1236-1262},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Ojha2022,

title = {Backpropagation neural tree},

author = {V. Ojha and G. Nicosia},

doi = {10.1016/j.neunet.2022.02.003},

year  = {2022},

date = {2022-01-01},

journal = {Neural Networks},

volume = {149},

pages = {66-83},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Ojha2022b,

title = {Assessing ranking and effectiveness of evolutionary algorithm hyperparameters using global sensitivity analysis methodologies},

author = {V. Ojha and J. Timmis and G. Nicosia},

doi = {10.1016/j.swevo.2022.101130},

year  = {2022},

date = {2022-01-01},

journal = {Swarm and Evolutionary Computation},

volume = {74},

pages = {101130},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Vandaele2021,

title = {Deep learning for automated river-level monitoring through river-camera images: an approach based on water segmentation and transfer learning},

author = {R. Vandaele and S. L. Dance and V. Ojha},

doi = {10.5194/hess-25-4435-2021},

year  = {2021},

date = {2021-01-01},

journal = {Hydrology and Earth System Sciences},

volume = {25},

number = {8},

pages = {4435-4453},

keywords = {},

pubstate = {published},

tppubtype = {article}

}