P. Georgiev

Most-cited papers

1. Sparse component analysis and blind source separation of underdetermined mixtures

   P. Georgiev, Fabian J Theis, A. Cichocki

   2005IEEE Transactions on Neural Networks358 citations

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2. Blind Source Separation Algorithms with Matrix Constraints

   A. Cichocki, P. Georgiev

   2003IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences78 citations

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3. Sparse Component Analysis: a New Tool for Data Mining

   P. Georgiev, Fabian J Theis, A. Cichocki, H. Bakardjian

   200743 citations

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4. Robust aspects of solutions in deterministic multiple objective linear programming

   P. Georgiev, L. Dinh, P. Pardalos

   2013European Journal of Operational Research40 citations

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5. Submonotone Mappings in Banach Spaces and Applications

   P. Georgiev

   199729 citations

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6. Blind source separation via symmetric eigenvalue decomposition

   P. Georgiev, A. Cichocki

   2001Proceedings of the Sixth International Symposium on Signal Processing and its Applications (Cat.No.01EX467)25 citations

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7. Robust Independent Component Analysis via Time-Delayed Cumulant Functions

   P. Georgiev, A. Cichocki

   2003IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences24 citations

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8. Robust overcomplete matrix recovery for sparse sources using a generalized Hough transform

   Fabian J Theis, P. Georgiev, A. Cichocki

   2004The European Symposium on Artificial Neural Networks23 citations

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9. Polyhydroxy fullerenes

   A. Georgieva, Vijay Pappu, Vijay B. Krishna, P. Georgiev +7 more

   2013Journal of nanoparticle research17 citations

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10. Sparse component analysis of overcomplete mixtures by improved basis pursuit method

    P. Georgiev, A. Cichoki

    20042004 IEEE International Symposium on Circuits and Systems (IEEE Cat. No.04CH37512)17 citations

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11. On Some Extensions Of The Natural Gradient Algorithm

    P. Georgiev, A. Cichocki, S. Amari

    200114 citations

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12. Nurse Scheduling Problem: An Integer Programming Model with a Practical Application

    Neng Fan, S. Mujahid, Jicong Zhang, P. Georgiev +4 more

    201313 citations

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13. Robust Blind Source Separation Utilizing Second and Fourth Order Statistics

    P. Georgiev, A. Cichocki

    2002International Conference on Artificial Neural Networks13 citations

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14. Robust Sparse Component Analysis Based on a Generalized Hough Transform

    Fabian J Theis, P. Georgiev, A. Cichocki

    2007EURASIP Journal on Advances in Signal Processing12 citations Open access

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15. A bilinear algorithm for sparse representations

    P. Georgiev, P. Pardalos, Fabian J Theis

    2007Computational optimization and applications12 citations Open access

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16. A hierarchical approach for sparse source Blind Signal Separation problem

    M. Syed, P. Georgiev, P. Pardalos

    2014Computers & Operations Research11 citations

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17. Beyond ICA: robust sparse signal representations

    A. Chichocki, Yuanqing Li, P. Georgiev, S. Amari

    20042004 IEEE International Symposium on Circuits and Systems (IEEE Cat. No.04CH37512)11 citations

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18. Cyclic Hypomonotonicity, Cyclic Submonotonicity, and Integration

    A. Daniilidis, P. Georgiev

    200411 citations

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19. Construction of Pairs of Reproducing Kernel Banach Spaces

    P. Georgiev, L. Sánchez-González, P. Pardalos

    20149 citations

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20. Systems analysis tools for better health care delivery

    P. Pardalos, P. Georgiev, Petraq Papajorgji, B. Neugaard

    20139 citations

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21. Nonlinear analysis : stability, approximation, and inequalities : in honor of Themistocles M. Rassias on the occasion of his 60th birthday

    P. Pardalos, P. Georgiev, H. Srivastava

    20129 citations

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22. Blind Source Separation of Linear Mixtures with Singular Matrices

    P. Georgiev, Fabian J Theis

    2004International Conference on Agents9 citations

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23. THE NODE PLACEMENT OF LARGE-SCALE INDUSTRIAL WIRELESS SENSOR NETWORKS BASED ON BINARY DIFFERENTIAL EVOLUTION HARMONY SEARCH ALGORITHM

    Ling Wang, W. Ye, Yun-Fei Mao, P. Georgiev +2 more

    20128 citations

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24. Generalized Nash equilibrium problems for lower semi-continuous strategy maps

    P. Georgiev, P. Pardalos

    2011Journal of Global Optimization7 citations

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25. Optimization techniques for independent component analysis with applications to EEG data

    P. Georgiev, A. Cichocki, H. Bakardjian

    20047 citations

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26. Optimality conditions of first order for global minima of locally Lipschitz functions

    P. Georgiev, A. Chinchuluun, P. Pardalos

    20116 citations

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27. Identifiability Conditions and Subspace Clustering in Sparse BSS

    P. Georgiev, Fabian J Theis, A. Ralescu

    2007International Conference on Agents6 citations

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28. Optimization Algorithms for Sparse Representations and Applications

    P. Georgiev, Fabian J Theis, A. Cichocki

    20066 citations

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29. SPARSE COMPONENT ANALYSIS BY IMPROVED BASIS PURSUIT METHOD

    P. Georgiev, A. Cichocki

    20036 citations

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30. Multichannel blind deconvolution of colored signals via eigenvalue decomposition

    P. Georgiev, A. Cichocki

    2001Proceedings of the 11th IEEE Signal Processing Workshop on Statistical Signal Processing (Cat. No.01TH8563)6 citations

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31. Blind Signal Separation Methods in Computational Neuroscience

    M. Syed, P. Georgiev, P. Pardalos

    20135 citations

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32. Cross-cumulants measure for independence

    P. Georgiev, A. Ralescu, D. Ralescu

    20075 citations

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33. Algorithms with high order convergence speed for blind source extraction

    P. Georgiev, P. Pardalos, A. Cichocki

    2007Computational optimization and applications5 citations

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34. Multiscale Optimization Methods and Applications

    P. Georgiev, Fabian J Theis, A. Cichocki

    20065 citations

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35. BLIND SOURCE SEPARATION OF BILINEARLY MIXED SIGNALS

    P. Georgiev

    20015 citations

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36. Localization of minimax points

    P. Georgiev, P. Pardalos, A. Chinchuluun

    2008Journal of Global Optimization4 citations

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37. Clustering on subspaces and sparse representation of signals

    P. Georgiev, A. Ralescu

    2005Midwest Symposium on Circuits and Systems4 citations

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38. Sparse Deflations in Blind Signal Separation

    P. Georgiev, D. Nuzillard, A. Ralescu

    2006International Conference on Agents3 citations

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39. Fuzzy Subspace Clustering Algorithm and Applications to Blind Signal Separation

    P. Georgiev, A. Ralescu, D. Ralescu

    2006IEEE International Conference on Fuzzy Systems3 citations

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40. Relaxed submonotone mappings

    T. Donchev, P. Georgiev

    20033 citations Open access

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41. On Some New Ideas and Algorithms for Independent Component Analysis (Nonlinear Analysis and Convex Analysis)

    P. Georgiev, A. Cichocki

    20023 citations

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42. SEIZURE MANIFOLD OF THE EPILEPTIC BRAIN: A STATE SPACE RECONSTRUCTION APPROACH

    M. Syed, P. Georgiev, P. Pardalos

    20132 citations

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43. Nonlinear skeletons of data sets and applications—Methods based on subspace clustering

    P. Georgiev

    20082 citations

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44. Sparseness Theorems and Sparse Representation of Signals (Nonlinear Analysis and Convex Analysis)

    P. Georgiev, A. Cichocki

    20042 citations

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45. Blind source recovery: algorithm comparison and fusion

    Fabian J Theis, P. Georgiev, A. Cichocki

    20042 citations

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46. Modelling iterative roots of mappings in multidimensional spaces

    L. Kindermann, P. Georgiev

    2002Proceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP '02.2 citations

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47. Robust Physiological Mappings: From Non-Invasive to Invasive

    M. Syed, P. Georgiev, P. Pardalos

    20151 citations

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48. Kernel Principal Component Analysis: Applications, Implementation and Comparison

    D. Olsson, P. Georgiev, P. Pardalos

    20131 citations

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49. Iterative roots of multidimensional operators and applications to dynamical systems

    P. Georgiev, L. Kindermann, P. Pardalos

    2013Optimization Letters1 citations

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50. Parameterized variational inequalities

    P. Georgiev

    2010Journal of Global Optimization1 citations

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