Abstract
The problems studied in this article originate from the Graph Motif problem introduced by Lacroix et al. [17] in the context of biological networks. The problem is to decide if a vertex-colored graph has a connected subgraph whose colors equal a given multiset of colors M. Using an algebraic framework recently introduced by Koutis et al. [15,16], we obtain new FPT algorithms for Graph Motif and variants, with improved running times. We also obtain results on the counting versions of this problem, showing that the counting problem is FPT if M is a set, but becomes # W [1]-hard if M is a multiset with two colors.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Alm, E., Arkin, A.P.: Biological networks. Curr. Opin. Struct. Biol. 13(2), 193–202 (2003)
Alon, N., Yuster, R., Zwick, U.: Color-coding. J. of ACM 42(4), 844–856 (1995)
Betzler, N., Fellows, M.R., Komusiewicz, C., Niedermeier, R.: Parameterized Algorithms and Hardness Results for Some Graph Motif Problems. In: Ferragina, P., Landau, G.M. (eds.) CPM 2008. LNCS, vol. 5029, pp. 31–43. Springer, Heidelberg (2008)
Björklund, A., Husfeldt, T., Kaski, P., Koivisto, M.: Fourier meets möbius: fast subset convolution. In: STOC, pp. 67–74 (2007)
Blin, G., Sikora, F., Vialette, S.: GraMoFoNe: a Cytoscape plugin for querying motifs without topology in Protein-Protein Interactions networks. In: BICoB 2010, pp. 38–43 (2010)
Böcker, S., Rasche, F., Steijger, T.: Annotating Fragmentation Patterns. In: Salzberg, S.L., Warnow, T. (eds.) WABI 2009. LNCS (LNBI), vol. 5724, pp. 13–24. Springer, Heidelberg (2009)
Bruckner, S., Hüffner, F., Karp, R.M., Shamir, R., Sharan, R.: Topology-Free Querying of Protein Interaction Networks. In: Batzoglou, S. (ed.) RECOMB 2009. LNCS, vol. 5541, pp. 74–89. Springer, Heidelberg (2009)
Dondi, R., Fertin, G., Vialette, S.: Weak pattern matching in colored graphs: Minimizing the number of connected components. In: ICTCS, pp. 27–38 (2007)
Dondi, R., Fertin, G., Vialette, S.: Maximum Motif Problem in Vertex-Colored Graphs. In: Kucherov, G., Ukkonen, E. (eds.) CPM 2009. LNCS, vol. 5577, pp. 221–235. Springer, Heidelberg (2009)
Fellows, M.R., Fertin, G., Hermelin, D., Vialette, S.: Sharp Tractability Borderlines for Finding Connected Motifs in Vertex-Colored Graphs. In: Arge, L., Cachin, C., Jurdziński, T., Tarlecki, A. (eds.) ICALP 2007. LNCS, vol. 4596, pp. 340–351. Springer, Heidelberg (2007)
Flum, J., Grohe, M.: The Parameterized Complexity of Counting Problems. SIAM Journal on Computing 33(4), 892–922 (2004)
Flum, J., Grohe, M.: Parameterized Complexity Theory. Springer, Heidelberg (2006)
Hüffner, F., Wernicke, S., Zichner, T.: Algorithm Engineering For Color-Coding To Facilitate Signaling Pathway Detection. In: APBC 2007, pp. 277–286 (2007)
Karp, R.M.: Dynamic-programming meets the principle of inclusion and exclusion. Oper. Res. Lett. 1, 49–51 (1982)
Koutis, I.: Faster Algebraic Algorithms for Path and Packing Problems. In: Aceto, L., Damgård, I., Goldberg, L.A., Halldórsson, M.M., Ingólfsdóttir, A., Walukiewicz, I. (eds.) ICALP 2008, Part I. LNCS, vol. 5125, pp. 575–586. Springer, Heidelberg (2008)
Koutis, I., Williams, R.: Limits and Applications of Group Algebras for Parameterized Problems. In: Albers, S., et al. (eds.) ICALP 2009, Part I. LNCS, vol. 5555, pp. 653–664. Springer, Heidelberg (2009)
Lacroix, V., Fernandes, C.G., Sagot, M.-F.: Motif Search in Graphs: Application to Metabolic Networks. Trans. Comput. Biol. Bioinform. 3(4), 360–368 (2006)
Nederlof, J.: Fast Polynomial-Space Algorithms Using Möbius Inversion: Improving on Steiner Tree and Related Problems. In: Albers, S., Marchetti-Spaccamela, A., Matias, Y., Nikoletseas, S., Thomas, W. (eds.) ICALP 2009. LNCS, vol. 5555, pp. 713–725. Springer, Heidelberg (2009)
Schbath, S., Lacroix, V., Sagot, M.-F.: Assessing the exceptionality of coloured motifs in networks. In: EURASIP JBSB, pp. 1–9 (2009)
Sharan, R., Ideker, T.: Modeling cellular machinery through biological network comparison. Nature Biotechnology 24, 427–433 (2006)
Williams, R.: Finding paths of length k in O *(2k) time. IPL 109(6), 315–318 (2009)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Guillemot, S., Sikora, F. (2010). Finding and Counting Vertex-Colored Subtrees. In: Hliněný, P., Kučera, A. (eds) Mathematical Foundations of Computer Science 2010. MFCS 2010. Lecture Notes in Computer Science, vol 6281. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-15155-2_36
Download citation
DOI: https://doi.org/10.1007/978-3-642-15155-2_36
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-15154-5
Online ISBN: 978-3-642-15155-2
eBook Packages: Computer ScienceComputer Science (R0)