Found 36 Documents (Results 1–36)
Automatic classification of protein structure using the maximum contact map overlap metric. (English) Zbl 1461.92070
Distance metric learning for data classification. (English) Zbl 1377.68215
Aggarwal, Charu C. (ed.), Data classification. Algorithms and applications. Boca Raton, FL: CRC Press (ISBN 978-1-4665-8674-1/hbk; 978-1-4665-8675-8/ebook). Chapman & Hall/CRC Data Mining and Knowledge Discovery Series, 469-482 (2015).
Fast parallel fixed-parameter algorithms via color coding. (English) Zbl 1378.68189
Husfeldt, Thore (ed.) et al., 10th international symposium on parameterized and exact computation, IPEC 2015, Patras, Greece, September 16–18, 2015. Proceedings. Wadern: Schloss Dagstuhl – Leibniz Zentrum für Informatik (ISBN 978-3-939897-92-7). LIPIcs – Leibniz International Proceedings in Informatics 43, 224-235 (2015).
Robust hierarchical \(k\)-center clustering. (English) Zbl 1365.62240
Proceedings of the 6th conference on innovations in theoretical computer science, ITCS’15, Rehovot, Israel, January 11–13, 2015. New York, NY: Association for Computing Machinery (ACM) (ISBN 978-1-4503-3333-7). 211-218 (2015).
Pipelined decision tree classification accelerator implementation in FPGA (DT-CAIF). (English) Zbl 1360.62013
Feature selection for support vector machines using generalized Benders decomposition. (English) Zbl 1347.62105
An efficient optimization method for solving unsupervised data classification problems. (English) Zbl 1343.62038
Programming method of dimensional array types and high performance FFT implementation. (Chinese. English summary) Zbl 1349.65734
Two new decomposition algorithms for training bound-constrained support vector machines. (English) Zbl 1335.62105
Distributed algorithms for finding local clusters using heat kernel PageRank. (English) Zbl 1342.05159
Gleich, F. (ed.) et al., Algorithms and models for the web graph. 12th international workshop, WAW 2015, Eindhoven, The Netherlands, December 10–11, 2015. Proceedings. Cham: Springer (ISBN 978-3-319-26783-8/pbk; 978-3-319-26784-5/ebook). Lecture Notes in Computer Science 9479, 177-189 (2015).
Improved analysis of complete-linkage clustering. (English) Zbl 1369.68352
Bansal, Nikhil (ed.) et al., Algorithms – ESA 2015. 23rd annual European symposium, Patras, Greece, September 14–16, 2015. Proceedings. Berlin: Springer (ISBN 978-3-662-48349-7/pbk; 978-3-662-48350-3/ebook). Lecture Notes in Computer Science 9294, 656-667 (2015).
Committee polyhedral separability: complexity and polynomial approximation. (English) Zbl 1343.68198
An approximation polynomial-time algorithm for a sequence bi-clustering problem. (English. Russian original) Zbl 1337.68293
Comput. Math. Math. Phys. 55, No. 6, 1068-1076 (2015); translation from Zh. Vychisl. Mat. Mat. Fiz. 55, No. 6, 1076-1085 (2015).
Complexity of the cluster deletion problem on subclasses of chordal graphs. (English) Zbl 1330.05122
A faster algorithm for the cluster editing problem on proper interval graphs. (English) Zbl 1338.68113
A generalized online mirror descent with applications to classification and regression. (English) Zbl 1359.62215
Parameterized algorithms for the 2-clustering problem with minimum sum and minimum sum of squares objective functions. (English) Zbl 1328.68098
Tree-width and the computational complexity of MAP approximations in Bayesian networks. (English) Zbl 1336.68136
A randomized algorithm for two-cluster partition of a set of vectors. (English. Russian original) Zbl 1331.68288
Comput. Math. Math. Phys. 55, No. 2, 330-339 (2015); translation from Zh. Vychisl. Mat. Mat. Fiz. 55, No. 2, 335-344 (2015).
An ensemble of \(k\)-nearest neighbours algorithm for detection of Parkinson’s disease. (English) Zbl 1362.92029
A one-to-one correspondence between potential solutions of the cluster deletion problem and the minimum sum coloring problem, and its application to \(P_4\)-sparse graphs. (English) Zbl 1328.68144
A flexible cluster-oriented alternative clustering algorithm for choosing from the Pareto front of solutions. (English) Zbl 1321.68412
Exact algorithms for 2-clustering with size constraints in the Euclidean plane. (English) Zbl 1432.68378
Italiano, Giuseppe F. (ed.) et al., SOFSEM 2015: theory and practice of computer science. 41st international conference on current trends in theory and practice of computer science, Pec pod Sněžkou, Czech Republic, January 24–29, 2015. Proceedings. Berlin: Springer. Lect. Notes Comput. Sci. 8939, 128-139 (2015).
Improved analysis of \(D^2\)-sampling based PTAS for \(k\)-means and other clustering problems. (English) Zbl 1302.68341
Sparse random graphs: regularization and concentration of the Laplacian. arXiv:1502.03049
Preprint, arXiv:1502.03049 [math.ST] (2015).
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