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2020 – today
- 2024
[j50]Andra Baltoiu
, Denis C. Ilie-Ablachim, Bogdan Dumitrescu:
Dictionary learning with cone atoms and application to anomaly detection. Signal Process. 219: 109398 (2024)- [c59]Theodor-Adrian Badea, Bogdan Dumitrescu:
DualGCN: A Convolutional Network for Anomaly Detection in Directed Graphs Based on Symmetrized and Skew-Symmetrized Laplacians. MLSP 2024: 1-6 - [i8]Andra Baltoiu, Denis C. Ilie-Ablachim, Bogdan Dumitrescu:
Atom dimension adaptation for infinite set dictionary learning. CoRR abs/2409.06831 (2024) - 2023
- [j49]Alexandru-Razvan Manescu, Bogdan Dumitrescu:
HyperDE: An Adaptive Hyper-Heuristic for Global Optimization. Algorithms 16(9): 451 (2023) - [j48]Denis C. Ilie-Ablachim, Bogdan Dumitrescu:
Incoherent frames design and dictionary learning using a distance barrier. Signal Process. 209: 109019 (2023) - [c58]Theodor-Adrian Badea, Bogdan Dumitrescu:
Community-Augmented Local-Link Intensity: A Score for Anomaly Detection in Graphs. CoDIT 2023: 1936-1941 - [c57]Alexandru Manescu, Bogdan Dumitrescu:
Evolutionary hyper-heuristics for improving global optimization algorithms. CSCS 2023: 1-5 - [c56]Denis C. Ilie-Ablachim, Andra Baltoiu, Bogdan Dumitrescu:
Sparse Representations with Cone Atoms. ICASSP 2023: 1-5 - [c55]Denis C. Ilie-Ablachim, Bogdan Dumitrescu:
Classification With Dictionary Learning and A Distance Barrier Promoting Incoherence. MLSP 2023: 1-6 - [c54]Cristian-Enache Zica, Bogdan Dumitrescu:
Online Computation of Reduced Egonet Features for Anomaly Detection in Bank Transactions Graphs. MLSP 2023: 1-6 - [i7]Denis C. Ilie-Ablachim, Bogdan Dumitrescu, Cristian Rusu:
Kernel t-distributed stochastic neighbor embedding. CoRR abs/2307.07081 (2023) - [i6]Denis C. Ilie-Ablachim, Bogdan Dumitrescu:
Classification with Incoherent Kernel Dictionary Learning. CoRR abs/2307.08796 (2023) - [i5]Denis C. Ilie-Ablachim, Bogdan Dumitrescu:
Reduced Kernel Dictionary Learning. CoRR abs/2307.08798 (2023) - [i4]Denis C. Ilie-Ablachim, Bogdan Dumitrescu:
Anomaly Detection with Selective Dictionary Learning. CoRR abs/2307.08807 (2023) - 2022
- [j47]Bogdan Dumitrescu, Andra Baltoiu, Stefania Budulan:
Anomaly Detection in Graphs of Bank Transactions for Anti Money Laundering Applications. IEEE Access 10: 47699-47714 (2022) - [j46]Xiaomeng Zheng, Bogdan Dumitrescu, Jiamou Liu, Ciprian Doru Giurcaneanu:
Multivariate Time Series Imputation: An Approach Based on Dictionary Learning. Entropy 24(8): 1057 (2022) - [j45]Xiaomeng Zheng, Bogdan Dumitrescu, Jiamou Liu, Ciprian Doru Giurcaneanu:
Dictionary learning for signals in additive noise with generalized Gaussian distribution. Signal Process. 195: 108488 (2022) - [c53]Denis C. Ilie-Ablachim, Bogdan Dumitrescu:
Anomaly Detection with Selective Dictionary Learning. CoDIT 2022: 255-260 - [c52]Denis C. Ilie-Ablachim, Bogdan Dumitrescu:
Reduced Kernel Dictionary Learning. EUSIPCO 2022: 2006-2010 - 2021
- [j44]Fateme Shafiee, Alimorad Mahmoudi, Bogdan Dumitrescu:
Linear Prediction-Based DOA Estimator in Non-Uniform Noise. Circuits Syst. Signal Process. 40(5): 2494-2506 (2021) - [j43]Kimia Hamouleh Kheirollahpour, Alimorad Mahmoudi, Bogdan Dumitrescu:
DOA estimation in the autocorrelation domain for coprime array. Digit. Signal Process. 110: 102940 (2021) - [j42]Andra Baltoiu, Bogdan Dumitrescu:
Sparse Bayesian learning algorithm for separable dictionaries. Digit. Signal Process. 111: 102990 (2021) - [c51]Denis C. Ilie-Ablachim, Bogdan Dumitrescu:
Classification with Incoherent Kernel Dictionary Learning. CSCS 2021: 106-111 - [c50]Florin Ilarion Miertoiu, Bogdan Dumitrescu:
Shape Parameter and Sparse Representation Recovery under Generalized Gaussian Noise. EUSIPCO 2021: 2139-2143 - 2020
- [j41]Florin Ilarion Miertoiu, Bogdan Dumitrescu:
Feasibility Pump Algorithm for Sparse Representation under Gaussian Noise. Algorithms 13(4): 88 (2020) - [c49]Xiaomeng Zheng, Bogdan Dumitrescu, Jiamou Liu, Ciprian Doru Giurcaneanu:
On the Use of Dictionary Learning in Time Series Imputation. EUSIPCO 2020: 2016-2020
2010 – 2019
- 2019
- [j40]Bogdan Dumitrescu, Ciprian Doru Giurcaneanu:
Adaptive-Size Dictionary Learning Using Information Theoretic Criteria. Algorithms 12(9): 178 (2019) - [j39]Fangyao Li, Christopher M. Triggs, Bogdan Dumitrescu, Ciprian Doru Giurcaneanu:
The matching pursuit algorithm revisited: A variant for big data and new stopping rules. Signal Process. 155: 170-181 (2019) - [c48]Andra Baltoiu, Bogdan Dumitrescu:
Size Adaptation of Separable Dictionary Learning with Information-Theoretic Criteria. CSCS 2019: 7-11 - [c47]Bogdan Dumitrescu, Ciprian Doru Giurcaneanu, Yixia Ding:
Identification of Vector Autoregressive Models with Granger and Stability Constraints. EUSIPCO 2019: 1-5 - [c46]Paul Irofti, Bogdan Dumitrescu:
Pairwise Approximate K-SVD. ICASSP 2019: 3677-3681 - [i3]Laurentiu Piciu, Andrei Ionut Damian, Nicolae Tapus, Andrei Simion-Constantinescu, Bogdan Dumitrescu:
Deep recommender engine based on efficient product embeddings neural pipeline. CoRR abs/1903.09942 (2019) - 2018
- [j38]Said Maanan, Bogdan Dumitrescu, Ciprian Doru Giurcaneanu:
Maximum Entropy Expectation-Maximization Algorithm for Fitting Latent-Variable Graphical Models to Multivariate Time Series. Entropy 20(1): 76 (2018) - [c45]Laurentiu Piciu, Andrei Ionut Damian, Nicolae Tapus, Andrei Simion-Constantinescu, Bogdan Dumitrescu:
Deep recommender engine based on efficient product embeddings neural pipeline. RoEduNet 2018: 1-6 - [c44]Andrei Simion-Constantinescu, Andrei Ionut Damian, Nicolae Tapus, Laurentiu-Gheorghe Piciu, Alexandru Purdila, Bogdan Dumitrescu:
Deep Neural Pipeline for Churn Prediction. RoEduNet 2018: 1-7 - 2017
- [j37]Said Maanan, Bogdan Dumitrescu, Ciprian Doru Giurcaneanu:
Conditional independence graphs for multivariate autoregressive models by convex optimization: Efficient algorithms. Signal Process. 133: 122-134 (2017) - [j36]Bogdan Dumitrescu, Paul Irofti:
Regularized K-SVD. IEEE Signal Process. Lett. 24(3): 309-313 (2017) - [j35]Bogdan Dumitrescu:
Designing Incoherent Frames With Only Matrix-Vector Multiplications. IEEE Signal Process. Lett. 24(9): 1265-1269 (2017) - [c43]Fangyao Li, Christopher M. Triggs, Bogdan Dumitrescu, Ciprian Doru Giurcaneanu:
On the number of iterations for the matching pursuit algorithm. EUSIPCO 2017: 181-185 - [c42]Teodor Cioaca, Bogdan Dumitrescu, Mihai-Sorin Stupariu:
Riemannian Filters for Multi-variate Mesh Signals. VISIGRAPP (1: GRAPP) 2017: 228-235 - 2016
- [j34]Teodor Cioaca, Bogdan Dumitrescu, Mihai-Sorin Stupariu:
Graph-Based Wavelet Representation of Multi-Variate Terrain Data. Comput. Graph. Forum 35(1): 44-58 (2016) - [j33]Bogdan Dumitrescu, Bogdan C. Sicleru, Florin Avram:
Modeling probability densities with sums of exponentials via polynomial approximation. J. Comput. Appl. Math. 292: 513-525 (2016) - [c41]Said Maanan, Bogdan Dumitrescu, Ciprian Doru Giurcaneanu:
Renormalized maximum likelihood for multivariate autoregressive models. EUSIPCO 2016: 150-154 - [c40]Paul Irofti, Bogdan Dumitrescu:
Regularized algorithms for dictionary learning. COMM 2016: 439-442 - [c39]Bogdan Dumitrescu, Paul Irofti:
Low dimensional subspace finding via size-reducing dictionary learning. MLSP 2016: 1-6 - [c38]Paul Irofti, Bogdan Dumitrescu:
Overcomplete dictionary learning with Jacobi atom updates. TSP 2016: 421-424 - 2015
- [j32]Alexandru Onose, Bogdan Dumitrescu:
Adaptive Randomized Coordinate Descent for Sparse Systems: Lasso and Greedy Algorithms. IEEE Trans. Signal Process. 63(15): 4091-4101 (2015) - [c37]Paul Irofti, Bogdan Dumitrescu:
Overcomplete Dictionary Design: The Impact of the Sparse Representation Algorithm. CSCS 2015: 901-908 - [c36]Alexandru Onose, Bogdan Dumitrescu:
Adaptive cyclic and randomized coordinate descent for the sparse total least squares problem. EUSIPCO 2015: 1696-1700 - [c35]Bogdan Dumitrescu, Cristian Rusu, Ioan Tabus, Jaakko Astola:
Low-complexity robust DOA estimation. ICASSP 2015: 2794-2798 - [i2]Paul Irofti, Bogdan Dumitrescu:
Overcomplete Dictionary Learning with Jacobi Atom Updates. CoRR abs/1509.05054 (2015) - 2014
- [c34]Paul Irofti, Bogdan Dumitrescu:
GPU parallel implementation of the approximate K-SVD algorithm using OpenCL. EUSIPCO 2014: 271-275 - [c33]Alexandru Onose, Bogdan Dumitrescu:
Adaptive randomized coordinate descent for solving sparse systems. EUSIPCO 2014: 721-725 - [c32]Bogdan Dumitrescu, Bogdan C. Sicleru:
Optimization with sums of exponentials and applications. ICASSP 2014: 370-374 - [c31]Cristian Rusu, Bogdan Dumitrescu:
An initialization strategy for the dictionary learning problem. ICASSP 2014: 6731-6735 - [i1]Bogdan Dumitrescu:
Faster Alternatives to the Randomized Extended Kaczmarz Algorithm. CoRR abs/1405.6920 (2014) - 2013
- [j31]Alexandru Onose, Bogdan Dumitrescu:
Adaptive matching pursuit using coordinate descent and double residual minimization. Signal Process. 93(11): 3143-3150 (2013) - [c30]Alexandru Onose, Bogdan Dumitrescu:
Group Greedy RLS Sparsity Estimation via Information Theoretic Criteria. CSCS 2013: 359-364 - [c29]Cristian Rusu, Bogdan Dumitrescu:
Block orthonormal overcomplete dictionary learning. EUSIPCO 2013: 1-5 - [c28]Bogdan C. Sicleru, Bogdan Dumitrescu:
Greedy sparse spectral factorization using reduced-size Gram matrix parameterization. EUSIPCO 2013: 1-5 - [c27]Petri Helin, Bogdan Dumitrescu, Jaakko Astola, Ioan Tabus:
Likelihood based combining of subband estimates for wideband DOA. ISPA 2013: 320-325 - [c26]Alexandru Onose, Bogdan Dumitrescu:
Distributed coordinate descent using adaptive matching pursuit. ISPACS 2013: 513-518 - 2012
- [j30]Cristian Rusu, Bogdan Dumitrescu:
Iterative reweighted l1 design of sparse FIR filters. Signal Process. 92(4): 905-911 (2012) - [j29]Cristian Rusu, Bogdan Dumitrescu:
Stagewise K-SVD to Design Efficient Dictionaries for Sparse Representations. IEEE Signal Process. Lett. 19(10): 631-634 (2012) - [j28]Bogdan Dumitrescu, Alexandru Onose, Petri Helin, Ioan Tabus:
Greedy Sparse RLS. IEEE Trans. Signal Process. 60(5): 2194-2207 (2012) - [c25]Bogdan C. Sicleru, Bogdan Dumitrescu:
Least-squares design of 2-D sparse nonseparable filter banks using transformation of variables: A greedy approach. EUSIPCO 2012: 76-80 - [c24]Alexandru Onose, Bogdan Dumitrescu:
Low complexity approximate cyclic adaptive matching pursuit. EUSIPCO 2012: 2629-2633 - [c23]Alexandru Onose, Bogdan Dumitrescu:
Cyclic adaptive matching pursuit. ICASSP 2012: 3745-3748 - 2011
- [c22]Bogdan C. Sicleru, Bogdan Dumitrescu:
FIR filter optimization with POS3POLY in CVX. EUSIPCO 2011: 1405-1409 - [c21]Alexandru Onose, Bogdan Dumitrescu, Ioan Tabus:
Sliding window greedy RLS for sparse filters. ICASSP 2011: 3916-3919 - 2010
- [j27]Bogdan Dumitrescu, Bogdan C. Sicleru, Radu Stefan:
Positive Hybrid Real-Trigonometric Polynomials and Applications to Adjustable Filter Design and Absolute Stability Analysis. Circuits Syst. Signal Process. 29(5): 881-899 (2010) - [j26]Bogdan Dumitrescu:
A Moulding Technique for the Design of 2-D Nearly Orthogonal Filter Banks. IEEE Signal Process. Lett. 17(3): 261-264 (2010) - [j25]Bogdan Dumitrescu:
Optimization of the higher density discrete wavelet transform and of its dual tree. IEEE Trans. Signal Process. 58(2): 583-590 (2010) - [c20]Bogdan Dumitrescu, Ioan Tabus:
Greedy RLS for sparse filters. EUSIPCO 2010: 1484-1488 - [c19]Bogdan C. Sicleru, Bogdan Dumitrescu:
Least squares design of three-dimensional filter banks using transformation of variables. ICASSP 2010: 3682-3685
2000 – 2009
- 2009
- [c18]Bogdan Dumitrescu:
Bounded Real Lemma for multivariate trigonometric matrix polynomials and FIR filter design applications. EUSIPCO 2009: 676-680 - [c17]Bogdan Dumitrescu, Bogdan C. Sicleru, Radu Stefan:
Minimax design of adjustable FIR filters using 2D polynomial methods. ICASSP 2009: 3181-3184 - 2008
- [j24]Bogdan Dumitrescu, Robert Bregovic, Tapio Saramäki:
Design of low-delay nonuniform oversampled filterbanks. Signal Process. 88(10): 2518-2525 (2008) - [j23]Bogdan Dumitrescu:
Comments on "design of an optimal two-channel orthogonal filterbank using semidefinite programming". IEEE Signal Process. Lett. 15: 111 (2008) - [j22]Bogdan Dumitrescu, Ilker Bayram, Ivan W. Selesnick:
Optimization of Symmetric Self-Hilbertian Filters for the Dual-Tree Complex Wavelet Transform. IEEE Signal Process. Lett. 15: 146-149 (2008) - [j21]Bogdan Dumitrescu:
LMI Stability Tests for the Fornasini-Marchesini Model. IEEE Trans. Signal Process. 56(8-2): 4091-4095 (2008) - [j20]Bogdan Dumitrescu:
SDP Approximation of a Fractional Delay and the Design of Dual-Tree Complex Wavelet Transform. IEEE Trans. Signal Process. 56(9): 4255-4262 (2008) - [c16]Bogdan Dumitrescu, Hamid R. Dadkhahi:
Design of higher density dual-tree discrete wavelet transform with few degrees of freedom. EUSIPCO 2008: 1-5 - 2007
- [j19]Tae Roh, Bogdan Dumitrescu, Lieven Vandenberghe:
Multidimensional FIR Filter Design Via Trigonometric Sum-of-Squares Optimization. J. Sel. Topics Signal Processing 1(4): 641-650 (2007) - [j18]Bogdan Dumitrescu:
Positivstellensatz for Trigonometric Polynomials and Multidimensional Stability Tests. IEEE Trans. Circuits Syst. II Express Briefs 54-II(4): 353-356 (2007) - [c15]Bogdan Dumitrescu:
2-D FIR filter design: What shape is the best ? EUSIPCO 2007: 1024-1027 - [c14]Tae Roh, Bogdan Dumitrescu, Lieven Vandenberghe:
Interior-Point Algorithms for Sum-Of-Squares Optimization of Multidimensional Trigonometric Polynomials. ICASSP (3) 2007: 905-908 - 2006
- [j17]Bogdan Dumitrescu, Robert Bregovic, Tapio Saramäki:
Simplified Design of Low-Delay Oversampled NPR GDFT Filterbanks. EURASIP J. Adv. Signal Process. 2006 (2006) - [j16]Bogdan Dumitrescu:
Stability test of multidimensional discrete-time systems via sum-of-squares decomposition. IEEE Trans. Circuits Syst. I Regul. Pap. 53-I(4): 928-936 (2006) - [j15]Bogdan Dumitrescu, Bor-Chin Chang:
Robust schur stability with polynomial parameters. IEEE Trans. Circuits Syst. II Express Briefs 53-II(7): 535-537 (2006) - [j14]Bogdan Dumitrescu:
Trigonometric Polynomials Positive on Frequency Domains and Applications to 2-D FIR Filter Design. IEEE Trans. Signal Process. 54(11): 4282-4292 (2006) - [c13]Bogdan Dumitrescu:
Gram pair parameterization of multivariate sum-of-squares trigonometric polynomials. EUSIPCO 2006: 1-5 - [c12]Bogdan Dumitrescu, Robert Bregovic, Tapio Saramäki, Riitta Niemistö:
Low-delay nonuniform oversampled filterbanks for acoustic echo control. EUSIPCO 2006: 1-4 - [c11]Bogdan Dumitrescu:
Design of 2-D Fir Filters Using Positive Trigonometric Polynomials. ICASSP (3) 2006: 512-515 - 2005
- [j13]Bogdan Dumitrescu:
Bounded real lemma for FIR MIMO systems. IEEE Signal Process. Lett. 12(7): 496-499 (2005) - [j12]Bogdan Dumitrescu:
Optimization of two-dimensional IIR filters with nonseparable and separable denominator. IEEE Trans. Signal Process. 53(5): 1768-1777 (2005) - [c10]Bogdan Dumitrescu, Robert Bregovic, Tapio Saramäki:
Simplified design of low-delay oversampled NPR GDFT filterbanks. ICASSP (4) 2005: 525-528 - 2004
- [j11]Riitta Niemistö, Bogdan Dumitrescu:
Simplified procedures for quasi-equiripple IIR filter design. IEEE Signal Process. Lett. 11(3): 308-311 (2004) - [j10]Bogdan Dumitrescu, Riitta Niemistö:
Multistage IIR filter design using convex stability domains defined by positive realness. IEEE Trans. Signal Process. 52(4): 962-974 (2004) - [c9]Bogdan Dumitrescu, Riitta Niemistö:
An iterative reweighted least-squares algorithm for the design of 2D IIR filters. EUSIPCO 2004: 133-136 - [c8]Bogdan Dumitrescu:
Multidimensional stability test using sum-of-squares decomposition. ISCAS (3) 2004: 545-548 - 2003
- [j9]Corneliu Popeea, Bogdan Dumitrescu, Boris Jora:
Efficient state-space approach for FIR filter bank completion. Signal Process. 83(9): 1973-1983 (2003) - 2002
- [j8]Adriana Vasilache, Bogdan Dumitrescu, Ioan Tabus:
Multiple-scale leader-lattice VQ with application to LSF quantization. Signal Process. 82(4): 563-586 (2002) - [j7]Riitta Niemistö, Bogdan Dumitrescu, Ioan Tabus:
SDP design procedures for near-optimum IIR compaction filters. Signal Process. 82(6): 911-924 (2002) - [j6]Bogdan Dumitrescu, Corneliu Popeea:
Accurate computation of compaction filters with high regularity. IEEE Signal Process. Lett. 9(9): 278-281 (2002) - [c7]Bogdan Dumitrescu:
On convex stability domain and optimization of IIR filters. EUSIPCO 2002: 1-4 - 2001
- [j5]Corneliu Popeea, Bogdan Dumitrescu:
Optimal compaction gain by eigenvalue minimization. Signal Process. 81(5): 1113-1116 (2001) - [j4]Bogdan Dumitrescu, Ioan Tabus:
Predictive LSF computation. Signal Process. 81(10): 2019-2031 (2001) - [j3]Bogdan Dumitrescu, Ioan Tabus, Petre Stoica:
On the parameterization of positive real sequences and MA parameter estimation. IEEE Trans. Signal Process. 49(11): 2630-2639 (2001) - [c6]Corneliu Popeea, Bogdan Dumitrescu, Boris Jora:
An efficient algorithm for FIR filter bank completion. ICASSP 2001: 3629-3632 - [c5]Riitta Niemistö, Bogdan Dumitrescu, Ioan Tabus:
SDP design procedure for energy compaction IIR filters. ICASSP 2001: 3825-3828 - [c4]Bogdan Dumitrescu, Ioan Tabus, Sari Peltonen, Jaakko Astola, Edward R. Dougherty:
Efficient design of minmax ODIF robust stack filters. ISSPA 2001: 44-47 - 2000
- [c3]Bogdan Dumitrescu, Ioan Tabus:
Predictive LSF computation. EUSIPCO 2000: 1-4 - [c2]Bogdan Dumitrescu, Corneliu Popeea:
A low complexity SDP method for designing optimum compaction filters. ICASSP 2000: 516-519
1990 – 1999
- 1999
- [c1]Ioan Tabus, Bogdan Dumitrescu:
A new fast method for training stack filters. NSIP 1999: 511-515 - 1997
- [j2]Bogdan Dumitrescu, Mathias Doreille, Jean-Louis Roch, Denis Trystram:
Two-dimensional block partitionings for the parallel sparse Cholesky factorization. Numer. Algorithms 16(1): 17-38 (1997) - 1994
- [j1]Bogdan Dumitrescu, Jean-Louis Roch, Denis Trystram:
Fast Matrix Multiplication Algorithms on Mimd Architectures. Parallel Algorithms Appl. 4(1-2): 53-70 (1994)
Coauthor Index
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