Sample of publications of Marianna Bolla, PhD, CSc

---

• Book:
  Bolla, M., Spectral Clustering and Biclustering. Learning Large Graphs and Contingency Tables. Wiley, 2013. (more information)
• SVD, discrepancy, and regular structure of contingency tables , Discrete Applied Mathematics (2014) published online, DOI: 10.1016/j.dam.2014.03.022
• Modularity spectra, eigen-subspaces, and structure of weighted graphs , European Journal of Combinatorics 35 (2014) 105-116.
• General latent variable models of PLS enhanced with spectral techniques and representations in Hilbert spaces , In Book of Abstracts of the 8th International PLS conference, Paris (2014) 37-38.
• When the largest eigenvalue of the modularity and the normalized modularity matrix is zero.
  M. Bolla, B. Bullins, S. Chaturapruek, S. Chen, K. Friedl (more information)
• SVD, discrepancy, and regular structure of contingency tables
  Marianna Bolla(more information)
• Penalized versions of the Newman-Girvan modularity and their relation to normalized cuts and k-means clustering , Physical Review E, Vol 84, 016108 (2011)
• Testability of minimum balanced multiway cut densities (Bolla, M., K\'oi, T., Kr\'amli, A.) , Discrete Applied Mathematics 160 (2012) 1019-1027
• Spectra and structure of weighted graphs , Electronic Notes in Discrete Mathematics 38 (2011) 149-154
• Beyond the expanders , International Journal of Combinatorics, Paper 787596 (2011)
• Singular value decomposition of large random matrices (for two-way classification of microarrays), Journal of Multivariate Analysis 101 (2010) 434-446 (with Katalin Friedl and András Krámli)
• Dynamic factors of macroeconomic data, Annals of Univ. Craiova 37 (4) (2010) 18-28 (with Anna Kurdyukova)
• Statistical inference on large contingency tables: convergence, testability, stability, Proc. of the COMPSTAT'2010: 19th International Conference on Computational Statistics, Paris. Physica-Verlag, Springer (2010), 817-824
• Noisy random graphs and their Laplacians, Discrete Mathematics 308 (2008) 4221-4230
• Recognizing linear structure in noisy matrices, Lin. Alg. Appl. 402 (2005) 228-244
• Distribution of the eigenvalues of random block-matrices, Lin. Alg. Appl. 377 (2004) 219-240
• Isoperimetric properties of weighted graphs related to the Laplacian spectrum and canonical correlation, Studia Sci. Math. Hun. 39 (2002) 425-441 (with Gábor Molnár--Sáska)
• Extrema of sums of heterogeneous quadratic forms, Lin. Alg. Appl. 269 (1998) 331-365 (with Gy. Michaletzky, G. Tusnády, and M. Ziermann)
• Spectra and optimal partitions of weighted graphs, Discrete Mathematics 128 (1994) 1-20 (with G. Tusnády)
• Spectra, Euclidean representations and clusterings of hypergraphs, Discrete Mathematics 117 (1993) 19-39
• Hipergráfok összefüggöségének vizsgálata a spektrumon keresztül, Mat. Lapok 95/1-2 (2000) 1-27 (with Gábor Tusnády, in Hungarian)
• Theory of statistical inference. Textbook in Hungarian for math. students
  Bolla Marianna, Krámli András: Statisztikai következtetések elmélete, Typotex, Budapest, 2005 (more information)