my-pubs-journal.bib

@article{BioDeep24_survey,
  title = {Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook},
  author = {Croitoru, F.A. and Hîji, A. and Hondru, V.
	      and Ristea, N.C. and \textbf{P. Irofti} and Popescu, M. and Rusu, C. and Ionescu, R.T. and Khan,F.S. and Shah, M.},
  journal = {ACM Computing Surveys},
  pages = {1--33},
  publisher = {Association for Computing Machinery},
  year = {2026},
  issn = {0360-0300},
  doi = {10.1145/3833867},
  url = {https://arxiv.org/pdf/2411.19537}
}

@article{AGHCPRI25_ddos,
  title = {Detecting and Mitigating DDoS Attacks with AI: A Survey},
  author = {Apostu, A. and Gheorghe, S.F and Hîji, A. and Cleju, N. and
	      Pătraşcu, A. and Rusu, C. and Ionescu, R.T. and \textbf{P. Irofti}},
  journal = {Artificial Intelligence Review},
  pages = {1--63},
  publisher = {Springer},
  year = {2026},
  issn = {0269-2821},
  doi = {10.1007/s10462-026-11639-x},
  url = {https://arxiv.org/pdf/2503.17867}
}

@article{IHPC24,
  title = {Fusing Dictionary Learning and Support Vector Machines for
	   Unsupervised Anomaly Detection},
  author = {\textbf{P. Irofti} and Hîji, A.I. and Pătrașcu, A. and Cleju, N.},
  journal = {Digital Signal Processing},
  volume = {183},
  pages = {106389},
  publisher = {Elsevier},
  year = {2026},
  issn = {1051-2004},
  doi = {10.1016/j.dsp.2026.106389},
  url = {https://arxiv.org/pdf/2404.04064}
}

@article{IRSP25_waterfgo,
  title = {Factor Graph Optimization for Leak Localization in Water Distribution Networks},
  author = {\textbf{P. Irofti} and Romero-Ben, L. and Stoican, F. and Puig, V.},
  journal = {IEEE Transactions on Control Systems Technology},
  pages = {1--13},
  publisher = {IEEE},
  year = {2026},
  issn = {1063-6536},
  doi = {10.1109/TCST.2026.3702286},
  url = {https://arxiv.org/pdf/2509.10982}
}

@article{PI26_Holder,
  title = {Complexity of inexact proximal point algorithm for minimizing convex functions with Holderian growth},
  author = {Pătrașcu, A. and \textbf{P. Irofti}},
  journal = {Optimization},
  pages = {1-23},
  year = {2026},
  publisher = {Taylor \& Francis},
  doi = {10.1080/02331934.2026.2663349},
  url = {https://arxiv.org/pdf/2108.04482}
}

@article{RISP24_D-UKF-AWGSI,
  title = {Dual Unscented Kalman Filter Architecture for Sensor Fusion in Water Networks Leak Localization},
  author = {Romero-Ben, L. and \textbf{P. Irofti} and Stoican, F. and Puig, V.},
  journal = {IEEE Transactions on Control Systems Technology},
  volume = {34},
  number = {1},
  pages = {343--354},
  publisher = {IEEE},
  year = {2025},
  issn = {1063-6536},
  doi = {10.1109/TCST.2025.3610975},
  url = {https://arxiv.org/pdf/2412.11687}
}

@article{IRSP23_awgsidl,
  title = {Learning Dictionaries from Physical-Based Interpolation for Water Network Leak Localization},
  author = {\textbf{P. Irofti} and Romero-Ben, L. and Stoican, F. and Puig, V.},
  journal = {IEEE Transactions on Control Systems Technology},
  volume = {32},
  number = {3},
  pages = {755-766},
  publisher = {IEEE},
  year = {2023},
  issn = {1063-6536},
  doi = {10.1109/TCST.2023.3329696},
  url = {https://arxiv.org/pdf/2304.10932}
}

@article{PI22_FinitePPA,
  title = {On finite termination of an inexact Proximal Point algorithm},
  author = {Pătrașcu, A. and \textbf{P. Irofti}},
  journal = {Applied Mathematics Letters},
  volume = {134},
  pages = {108348},
  publisher = {Elsevier},
  year = {2022},
  issn = {0893-9659},
  doi = {https://doi.org/10.1016/j.aml.2022.108348},
  url = {https://www.sciencedirect.com/science/article/pii/S0893965922002464}
}

@article{PI21,
  title = {Stochastic proximal splitting algorithm for composite minimization},
  author = {Pătrașcu, A. and \textbf{P. Irofti}},
  journal = {Optimization Letters},
  volume = {15},
  pages = {2255–-2273},
  year = {2021},
  publisher = {Springer},
  doi = {10.1007/s11590-021-01702-7},
  url = {http://cs.unibuc.ro/~pirofti/papers/PatrascuIrofti21_SSPG.pdf}
}

@article{ISP20,
  title = {Fault Handling in Large Water Networks
	   with Online Dictionary Learning},
  author = {\textbf{P. Irofti} and Stoican, F. and Puig, V.},
  journal = {Journal of Process Control},
  volume = {94},
  pages = {46--57},
  year = {2020},
  publisher = {Elsevier},
  issn = {0959-1524},
  doi = {10.1016/j.jprocont.2020.08.003},
  url = {http://cs.unibuc.ro/~pirofti/papers/IroftiStoicanPuig20_LargeNetworks.pdf}
}

@article{SI19_mpdl,
  author = {Stoican, F. and \textbf{P. Irofti}},
  title = {Aiding Dictionary Learning Through Multi-Parametric
         Sparse Representation},
  journal = {Algorithms},
  volume = {12},
  number = {7},
  pages = {131},
  year = {2019},
  publisher = {Multidisciplinary Digital Publishing Institute},
  doi = {10.3390/a12070131},
  url = {http://cs.unibuc.ro/~pirofti/papers/StoicanIrofti19_SpMP.pdf}
}

@article{DI17_ksvdreg,
  author = {Dumitrescu, B. and \textbf{P. Irofti}},
  journal = {IEEE Signal Processing Letters},
  title = {Regularized K-SVD},
  year = {2017},
  volume = {24},
  number = {3},
  pages = {309-313},
  doi = {10.1109/LSP.2017.2657605},
  issn = {1070-9908},
  month = {March},
  url = {http://cs.unibuc.ro/~pirofti/papers/DumitrescuIrofti17_RegKSVD.pdf}
}

@article{Irofti15_SBO,
  author = {\textbf{P. Irofti}},
  journal = {Journal of Control Engineering and Applied Informatics},
  title = {Efficient Parallel Implementation for Single Block Orthogonal
	Dictionary Learning},
  year = {2016},
  volume = {18},
  number = {3},
  pages = {101-108},
  issn = {1454-8658},
  url = {http://cs.unibuc.ro/~pirofti/papers/Irofti16_ParallelSBO.pdf}
}

@article{Irofti15_dlgpu,
  author = {\textbf{P. Irofti}},
  journal = {U.P.B. Scientific Bulletin, Series C},
  title = {Efficient Dictionary Learning Implementation on the {GPU} Using
	  {OpenCL}},
  year = {2016},
  volume = {78},
  number = {3},
  pages = {39-50},
  issn = {2286-3540},
  url = {http://cs.unibuc.ro/~pirofti/papers/Irofti16_ParallelDL.pdf}
}