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[1]
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P. Irofti, L. Romero-Ben, F. Stoican, and V. Puig,
“Learning Dictionaries from Physical-Based Interpolation for Water
Network Leak Localization,”
IEEE Transactions on Control Systems Technology, pp. 1--12,
2023.
[ bib |
DOI ]
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[2]
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A. Pătrașcu and P. Irofti,
“On finite termination of an inexact Proximal Point algorithm,”
Applied Mathematics Letters, vol. 134, pp. 108348, 2022.
[ bib |
DOI |
http ]
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[3]
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A. Pătrașcu and P. Irofti,
“Stochastic proximal splitting algorithm for composite
minimization,”
Optimization Letters, pp. 1--19, 2021.
[ bib |
DOI |
.pdf ]
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[4]
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P. Irofti, F. Stoican, and V. Puig,
“Fault Handling in Large Water Networks with Online Dictionary
Learning,”
Journal of Process Control, vol. 94, pp. 46--57, 2020.
[ bib |
DOI |
.pdf ]
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[5]
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F. Stoican and P. Irofti,
“Aiding Dictionary Learning Through Multi-Parametric Sparse
Representation,”
Algorithms, vol. 12, no. 7, pp. 131, 2019.
[ bib |
.pdf ]
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[6]
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B. Dumitrescu and P. Irofti,
“Regularized K-SVD,”
IEEE Signal Processing Letters, vol. 24, no. 3, pp. 309--313,
March 2017.
[ bib |
DOI |
.pdf ]
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[7]
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P. Irofti,
“Efficient Parallel Implementation for Single Block Orthogonal
Dictionary Learning,”
Journal of Control Engineering and Applied Informatics, vol.
18, no. 3, pp. 101--108, 2016.
[ bib |
.pdf ]
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[8]
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P. Irofti,
“Efficient Dictionary Learning Implementation on the GPU Using
OpenCL,”
U.P.B. Scientific Bulletin, Series C, vol. 78, no. 3, pp.
39--50, 2016.
[ bib |
.pdf ]
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[1]
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L. Romero-Ben, P. Irofti, F. Stoican, and V. Puig,
“Nodal Hydraulic Head Estimation through Unscented Kalman Filter for
Data-driven Leak Localization in Water Networks,”
12th IFAC Symposium on Fault Detection, Supervision and Safety
for Technical Processes SAFEPROCESS 2024 (IFAC-PapersOnLine), pp. 1--6,
2024.
[ bib |
http ]
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[2]
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P. Irofti,
“Pinky: A Modern Malware-oriented Dynamic Information Retrieval
Tool,”
in International Conference on Information Technology and
Communications Security. Springer, 2023, pp. 65--78.
[ bib |
DOI |
http ]
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[3]
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A. Stancu, P. Irofti, and I. Leuștean,
“OpenBSD formal driver verification with SeL4,”
in International Conference on Information Technology and
Communications Security. Springer, 2023, pp. 144--156.
[ bib |
DOI |
http ]
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[4]
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R. Bălucea and P. Irofti,
“Software Mitigation of RISC-V Spectre Attacks,”
in International Conference on Information Technology and
Communications Security. Springer, 2023, pp. 51--64.
[ bib |
DOI |
http ]
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[5]
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P. Irofti, A. Pătrașcu, and A.I. Hîji,
“Unsupervised Abnormal Traffic Detection through Topological Flow
Analysis,”
in 2022 14th International Conference on Communications (COMM).
2022, pp. 1--6, IEEE.
[ bib |
DOI |
http ]
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[6]
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P. Irofti, L. Romero-Ben, F. Stoican, and V. Puig,
“Data-driven Leak Localization in Water Distribution Networks via
Dictionary Learning and Graph-based Interpolation,”
in CCTA 2022 - 2022 IEEE International Conference on Control
Technology and Applications (CCTA). 2022, pp. 1265--1270, IEEE.
[ bib |
http ]
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[7]
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P. Irofti, C. Rusu, and A. Pătrașcu,
“Dictionary Learning with Uniform Sparse Representations for Anomaly
Detection,”
in ICASSP 2022 - 2022 IEEE International Conference on
Acoustics, Speech and Signal Processing (ICASSP). 2022, pp. 3378--3382,
IEEE.
[ bib |
DOI |
http ]
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[8]
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C. Rusu and P. Irofti,
“Efficient and Parallel Separable Dictionary Learning,”
in Proceedings of the IEEE 2021 27th International Conference on
Parallel and Distributed Systems (ICPADS). 2021, pp. 1--6, IEEE Computer
Society.
[ bib |
http ]
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[9]
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A. Băltoiu, A. Pătrașcu, and P. Irofti,
“Graph Anomaly Detection Using Dictionary Learning,”
The 21st World Congress of the International Federation of
Automatic Control (IFAC-PapersOnLine), vol. 53, no. 2, pp. 3551--3558, 2020.
[ bib ]
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[10]
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P. Irofti and A. Băltoiu,
“Malware Identification with Dictionary Learning,”
in 27th European Signal Processing Conference, 2019, pp. 1--5.
[ bib |
.pdf ]
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[11]
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P. Irofti and B. Dumitrescu,
“Pairwise Approximate K-SVD,”
in Acoustics Speech and Signal Processing (ICASSP), 2019 IEEE
International Conference on, 2019, pp. 3677--3681.
[ bib |
.pdf ]
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[12]
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P. Irofti and F. Stoican,
“Dictionary Learning Strategies for Sensor Placement and Leakage
Isolation in Water Networks,”
in The 20th World Congress of the International Federation of
Automatic Control, 2017, pp. 1589--1594.
[ bib |
.pdf ]
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[13]
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B. Dumitrescu and P. Irofti,
“Low Dimensional Subspace Finding via Size-Reducing Dictionary
Learning,”
in 2016 IEEE International Workshop on Machine Learning for
Signal Processing (MLSP), 2016, pp. 1--6.
[ bib |
.pdf ]
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[14]
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P. Irofti and B. Dumitrescu,
“Overcomplete Dictionary Learning with Jacobi Atom Updates,”
in 39th International Conference on Telecommunications and
Signal Processing, 2016, pp. 421--424.
[ bib |
.pdf ]
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[15]
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P. Irofti and B. Dumitrescu,
“Regularized Algorithms for Dictionary Learning,”
in 2016 International Conference on Communications (COMM),
2016, pp. 439--442.
[ bib |
.pdf ]
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[16]
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P. Irofti,
“Sparse Denoising with Learned Composite Structured Dictionaries,”
in 19th International Conference on System Theory, Control and
Computing, 2015, pp. 331--336.
[ bib |
.pdf ]
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[17]
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P. Irofti and B. Dumitrescu,
“Cosparse Dictionary Learning for the Orthogonal Case,”
in 19th International Conference on System Theory, Control and
Computing, 2015, pp. 343--347.
[ bib |
.pdf ]
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[18]
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P. Irofti and B. Dumitrescu,
“Overcomplete Dictionary Design: the Impact of the Sparse
Representation Algorithm,”
in The 20th International Conference on Control Systems and
Computer Science, 2015, pp. 901--908.
[ bib |
.pdf ]
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[19]
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P. Irofti and B. Dumitrescu,
“GPU Parallel Implementation of the Approximate K-SVD Algorithm
Using OpenCL,”
in 22nd European Signal Processing Conference, 2014, pp.
271--275.
[ bib |
.pdf ]
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[1]
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P. Irofti and A. Băltoiu,
“Unsupervised Dictionary Learning for Anomaly Detection,”
in International Traveling Workshop on Interactions Between
Sparse Models and Technology, 2020, pp. 1--3.
[ bib |
arXiv ]
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[2]
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P. Irofti and F. Stoican,
“Dictionary Learning Applications in Control Theory,”
in 1st Conference on Recent Advances in Artificial
Intelligence, 2017, pp. 1--2.
[ bib |
.pdf ]
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[3]
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P. Irofti,
“The Effect of Atom Replacement Strategies on Dictionary Learning,”
in International Traveling Workshop on Interactions Between
Sparse Models and Technology, 2016, pp. 10--11.
[ bib |
.pdf ]
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[4]
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P. Irofti,
“Making OpenBSD Useful on the Octeon Network Gear,”
in European BSD Conference, 2014.
[ bib |
.pdf ]
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[5]
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P. Irofti,
“Dynamic Analysis: Knowing When to Stop,”
in Challenges in Analysing Executables: Scalability,
Self-Modifying Code and Synergy (Dagstuhl Seminar 14241), 2014.
[ bib |
.pdf ]
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[6]
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P. Irofti,
“Porting OpenBSD on the MIPS64-based Octeon Platforms,”
in BSDCan Conference, 2014.
[ bib |
.pdf ]
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[7]
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P. Irofti,
“Emulator Design, Traps and Pitfalls,”
in Analysis of Executables: Benefits and Challenges (Dagstuhl
Seminar 12051), 2012.
[ bib |
.pdf ]
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[8]
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P. Irofti,
“OpenBSD's New Suspend and Resume Framework,”
in European BSD Conference, 2011.
[ bib |
.pdf ]
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[9]
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P. Irofti,
“On the Linux Compatibility Layer in OpenBSD 5.0,”
in Slackathon Conference, 2011.
[ bib |
.pdf ]
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[1]
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L. Romero-Ben, P. Irofti, F. Stoican, and V. Puig,
“Dual Unscented Kalman Filter Architecture for Sensor Fusion in
Water Networks Leak Localization,”
pp. 1--12, 2024.
[ bib |
arXiv ]
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[2]
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Florinel-Alin Croitoru, Andrei-Iulian Hîji, Vlad Hondru, Nicolae Cătălin
Ristea, P. Irofti, Marius Popescu, Cristian Rusu, Radu Tudor
Ionescu, Fahad Shahbaz Khan, and Mubarak Shah,
“Deepfake Media Generation and Detection in the Generative AI Era: A
Survey and Outlook,”
pp. 1--24, 2024.
[ bib |
arXiv ]
|
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[3]
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P. Irofti, A.I. Hîji, A. Pătrașcu, and N. Cleju,
“Fusing Dictionary Learning and Support Vector Machines for
Unsupervised Anomaly Detection,”
pp. 1--35, 2024.
[ bib |
arXiv ]
|
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[4]
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A. Pătrașcu, C. Rusu, and P. Irofti,
“Learning Explicitly Conditioned Sparsifying Transforms,”
pp. 1--18, 2024.
[ bib |
arXiv ]
|
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[5]
|
A. Pătrașcu and P. Irofti,
“Computational complexity of Inexact Proximal Point Algorithm for
Convex Optimization under Holderian Growth,”
pp. 1--42, 2021.
[ bib |
arXiv ]
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