Donskoy, V. I. Complexity of families of learning algorithms and estimation of the nonrandomness of extraction of empirical regularities. (English. Russian original) Zbl 1371.68231 Cybern. Syst. Anal. 48, No. 2, 233-241 (2012); translation from Kibern. Sist. Anal. 2012, No. 2, 86-96 (2012). MSC: 68T05 68Q30 PDFBibTeX XMLCite \textit{V. I. Donskoy}, Cybern. Syst. Anal. 48, No. 2, 233--241 (2012; Zbl 1371.68231); translation from Kibern. Sist. Anal. 2012, No. 2, 86--96 (2012) Full Text: DOI
Perkins, Steven; Leslie, David S. Asynchronous stochastic approximation with differential inclusions. (English) Zbl 1311.62125 Stoch. Syst. 2, No. 2, 409-446 (2012). Reviewer: Yuliya S. Mishura (Kyïv) MSC: 62L20 60J20 93D30 60G42 PDFBibTeX XMLCite \textit{S. Perkins} and \textit{D. S. Leslie}, Stoch. Syst. 2, No. 2, 409--446 (2012; Zbl 1311.62125) Full Text: DOI arXiv
Balázs, Krisztián; Kóczy, László T. Constructing dense, sparse, and hierarchical fuzzy systems by applying evolutionary optimization techniques. (English) Zbl 1284.68489 Appl. Comput. Math. 11, No. 1, 81-101 (2012). MSC: 68T05 68T37 65D15 68T30 PDFBibTeX XMLCite \textit{K. Balázs} and \textit{L. T. Kóczy}, Appl. Comput. Math. 11, No. 1, 81--101 (2012; Zbl 1284.68489) Full Text: Link
Chifu, Adrian-Gabriel; Ionescu, Radu-Tudor Word sense disambiguation to improve precision for ambiguous queries. (English) Zbl 1284.68494 Cent. Eur. J. Comput. Sci. 2, No. 4, 398-411 (2012). MSC: 68T05 68P20 PDFBibTeX XMLCite \textit{A.-G. Chifu} and \textit{R.-T. Ionescu}, Cent. Eur. J. Comput. Sci. 2, No. 4, 398--411 (2012; Zbl 1284.68494) Full Text: DOI
Ly, Daniel L.; Lipson, Hod Learning symbolic representations of hybrid dynamical systems. (English) Zbl 1433.68363 J. Mach. Learn. Res. 13, 3585-3618 (2012). MSC: 68T05 37B10 62F10 62H30 68T20 PDFBibTeX XMLCite \textit{D. L. Ly} and \textit{H. Lipson}, J. Mach. Learn. Res. 13, 3585--3618 (2012; Zbl 1433.68363) Full Text: Link
Ben-Tal, Aharon; Bhadra, Sahely; Bhattacharyya, Chiranjib; Nemirovski, Arkadi Efficient methods for robust classification under uncertainty in kernel matrices. (English) Zbl 1433.68326 J. Mach. Learn. Res. 13, 2923-2954 (2012). MSC: 68T05 62H30 68T37 PDFBibTeX XMLCite \textit{A. Ben-Tal} et al., J. Mach. Learn. Res. 13, 2923--2954 (2012; Zbl 1433.68326) Full Text: Link
Zhang, Zhihua; Liu, Dehua; Dai, Guang; Jordan, Michael I. Coherence functions with applications in large-margin classification methods. (English) Zbl 1433.68387 J. Mach. Learn. Res. 13, 2705-2734 (2012). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Z. Zhang} et al., J. Mach. Learn. Res. 13, 2705--2734 (2012; Zbl 1433.68387) Full Text: arXiv Link
Korlyuk, O. S. Hyperplane classifier of full-text documents. (English) Zbl 1289.68181 Visn., Ser. Fiz.-Mat. Nauky, Kyïv. Univ. Im. Tarasa Shevchenka 2012, No. 4, 136-138 (2012). MSC: 68T50 68T05 PDFBibTeX XMLCite \textit{O. S. Korlyuk}, Visn., Ser. Fiz.-Mat. Nauky, Kyïv. Univ. Im. Tarasa Shevchenka 2012, No. 4, 136--138 (2012; Zbl 1289.68181)
Panella, Massimo A hierarchical procedure for the synthesis of ANFIS networks. (English) Zbl 1270.68248 Adv. Fuzzy Syst. 2012, Article ID 491237, 12 p. (2012). MSC: 68T05 65D15 PDFBibTeX XMLCite \textit{M. Panella}, Adv. Fuzzy Syst. 2012, Article ID 491237, 12 p. (2012; Zbl 1270.68248) Full Text: DOI
Ahn, Jong-Hoon; Kim, In Young Learning the dynamics of objects by optimal functional interpolation. (English) Zbl 1269.65017 Neural Comput. 24, No. 9, 2457-2472 (2012). MSC: 65D15 68T05 PDFBibTeX XMLCite \textit{J.-H. Ahn} and \textit{I. Y. Kim}, Neural Comput. 24, No. 9, 2457--2472 (2012; Zbl 1269.65017) Full Text: DOI
Zhu, Meiqiang; Cheng, Yuhu; Li, Ming; Wang, Xuesong; Feng, Huanting A hybrid transfer algorithm for reinforcement learning based on a spectral method. (Chinese. English summary) Zbl 1274.68372 Acta Autom. Sin. 38, No. 11, 1765-1776 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{M. Zhu} et al., Acta Autom. Sin. 38, No. 11, 1765--1776 (2012; Zbl 1274.68372) Full Text: DOI
Sadeghkhani, Iman; Ketabi, Abbas; Feuillet, Rene Radial basis function neural network application to measurement and control of shunt reactor overvoltages based on analytical rules. (English) Zbl 1264.94037 Math. Probl. Eng. 2012, Article ID 647305, 14 p. (2012). MSC: 94A11 94A12 68T05 PDFBibTeX XMLCite \textit{I. Sadeghkhani} et al., Math. Probl. Eng. 2012, Article ID 647305, 14 p. (2012; Zbl 1264.94037) Full Text: DOI
Sustik, Mátyás A.; Dhillon, Inderjit S. On a zero-finding problem involving the matrix exponential. (English) Zbl 1279.65055 SIAM J. Matrix Anal. Appl. 33, No. 4, 1237-1249 (2012). Reviewer: Zhen Mei (Toronto) MSC: 65H05 65F60 PDFBibTeX XMLCite \textit{M. A. Sustik} and \textit{I. S. Dhillon}, SIAM J. Matrix Anal. Appl. 33, No. 4, 1237--1249 (2012; Zbl 1279.65055) Full Text: DOI
Tossavainen, Timo; Haukkanen, Pentti Mathematics students’ concept images of monotony. (Finnish) Zbl 1266.97008 Arkhimedes 2012, No. 4-5, 23-30 (2012). MSC: 97I20 97C30 PDFBibTeX XMLCite \textit{T. Tossavainen} and \textit{P. Haukkanen}, Arkhimedes 2012, No. 4--5, 23--30 (2012; Zbl 1266.97008)
Hu, Xiaofang; Duan, Shukai; Wang, Lidan A novel chaotic neural network using memristive synapse with applications in associative memory. (English) Zbl 1257.68129 Abstr. Appl. Anal. 2012, Article ID 405739, 19 p. (2012). MSC: 68T05 94C10 PDFBibTeX XMLCite \textit{X. Hu} et al., Abstr. Appl. Anal. 2012, Article ID 405739, 19 p. (2012; Zbl 1257.68129) Full Text: DOI
Xu, Daoyun; Wei, Li; Wang, Xiaofeng Learning and testing of properties of Boolean functions. (Chinese. English summary) Zbl 1265.06040 J. Wuhan Univ., Nat. Sci. Ed. 58, No. 2, 125-134 (2012). MSC: 06E30 68T05 68T30 PDFBibTeX XMLCite \textit{D. Xu} et al., J. Wuhan Univ., Nat. Sci. Ed. 58, No. 2, 125--134 (2012; Zbl 1265.06040)
Fu, James C. On the distribution of the number of occurrences of an order-preserving pattern of length three in a random permutation. (English) Zbl 1344.05005 Methodol. Comput. Appl. Probab. 14, No. 3, 831-842 (2012). MSC: 05A05 05A15 60C05 60E05 60J20 PDFBibTeX XMLCite \textit{J. C. Fu}, Methodol. Comput. Appl. Probab. 14, No. 3, 831--842 (2012; Zbl 1344.05005) Full Text: DOI
Ko, Chia-Nan WSVR-based fuzzy neural network with annealing robust algorithm for system identification. (English) Zbl 1254.93098 J. Franklin Inst. 349, No. 5, 1758-1780 (2012). MSC: 93C42 93E12 93B20 PDFBibTeX XMLCite \textit{C.-N. Ko}, J. Franklin Inst. 349, No. 5, 1758--1780 (2012; Zbl 1254.93098) Full Text: DOI
Denœux, Thierry; Masson, Marie-Hélène Evidential reasoning in large partially ordered sets. Application to multi-label classification, ensemble clustering and preference aggregation. (English) Zbl 1251.68240 Ann. Oper. Res. 195, 135-161 (2012). MSC: 68T37 68T05 PDFBibTeX XMLCite \textit{T. Denœux} and \textit{M.-H. Masson}, Ann. Oper. Res. 195, 135--161 (2012; Zbl 1251.68240) Full Text: DOI
Makoha, Anatoly; Tyshlyar, Tatyana Construction of neural networks for determination of singular points of linear complexes of planes of category B. (English) Zbl 1262.92011 C. R. Acad. Bulg. Sci. 65, No. 6, 751- (2012). Reviewer: Angela Slavova (Sofia) MSC: 92B20 68T05 15A72 15A99 PDFBibTeX XMLCite \textit{A. Makoha} and \textit{T. Tyshlyar}, C. R. Acad. Bulg. Sci. 65, No. 6, 751- (2012; Zbl 1262.92011)
Gao, Ziyuan; Stephan, Frank Confident and consistent partial learning of recursive functions. (English) Zbl 1367.68119 Bshouty, Nader H. (ed.) et al., Algorithmic learning theory. 23rd international conference, ALT 2012, Lyon, France, October 29–31, 2012. Proceedings. Berlin: Springer (ISBN 978-3-642-34105-2/pbk). Lecture Notes in Computer Science 7568. Lecture Notes in Artificial Intelligence, 51-65 (2012). MSC: 68Q32 03D20 PDFBibTeX XMLCite \textit{Z. Gao} and \textit{F. Stephan}, Lect. Notes Comput. Sci. 7568, 51--65 (2012; Zbl 1367.68119) Full Text: DOI
Cho, Eungchun Maximal frequent sets. (English) Zbl 1253.68278 Int. J. Pure Appl. Math. 78, No. 2, 245-252 (2012). MSC: 68T05 03E20 06A06 62D05 68T10 PDFBibTeX XMLCite \textit{E. Cho}, Int. J. Pure Appl. Math. 78, No. 2, 245--252 (2012; Zbl 1253.68278) Full Text: Link
Pestov, Vladimir Indexability, concentration, and VC theory. (English) Zbl 1246.68108 J. Discrete Algorithms 13, 2-18 (2012). MSC: 68P10 62A09 68T05 PDFBibTeX XMLCite \textit{V. Pestov}, J. Discrete Algorithms 13, 2--18 (2012; Zbl 1246.68108) Full Text: DOI arXiv
Light, Gregory L. A simple economic model about the teamwork pedagogy. (English) Zbl 1247.97032 Appl. Math. Sci., Ruse 6, No. 1-4, 13-20 (2012). MSC: 97M40 97C70 91B38 53A07 97D40 97I60 PDFBibTeX XMLCite \textit{G. L. Light}, Appl. Math. Sci., Ruse 6, No. 1--4, 13--20 (2012; Zbl 1247.97032) Full Text: Link
Chistikov, Dmitry V. Checking tests for read-once functions over arbitrary bases. (English) Zbl 1360.06006 Hirsch, Edward A. (ed.) et al., Computer science – theory and applications. 7th international computer science symposium in Russia, CSR 2012, Nizhny Novgorod, Russia, July 3–7, 2012. Proceedings. Berlin: Springer (ISBN 978-3-642-30641-9/pbk). Lecture Notes in Computer Science 7353, 52-63 (2012). MSC: 06E30 68Q32 94A12 PDFBibTeX XMLCite \textit{D. V. Chistikov}, Lect. Notes Comput. Sci. 7353, 52--63 (2012; Zbl 1360.06006) Full Text: DOI arXiv
Zhong, Ping Training robust support vector regression with smooth non-convex loss function. (English) Zbl 1248.65067 Optim. Methods Softw. 27, No. 6, 1039-1058 (2012). MSC: 65K05 68T10 68Q32 90C25 PDFBibTeX XMLCite \textit{P. Zhong}, Optim. Methods Softw. 27, No. 6, 1039--1058 (2012; Zbl 1248.65067) Full Text: DOI
Longla, Martial; Peligrad, Magda Some aspects of modeling dependence in copula-based Markov chains. (English) Zbl 1301.60089 J. Multivariate Anal. 111, 234-240 (2012). MSC: 60J35 60J20 62H05 PDFBibTeX XMLCite \textit{M. Longla} and \textit{M. Peligrad}, J. Multivariate Anal. 111, 234--240 (2012; Zbl 1301.60089) Full Text: DOI arXiv
Zimmermann, Jörg; Cremers, Armin B. Making Solomonoff induction effective. Or: you can learn what you can bound. (English) Zbl 1357.68095 Cooper, S. Barry (ed.) et al., How the world computes. Turing centenary conference and 8th conference on computability in Europe, CiE 2012, Cambridge, UK, June 18–23, 2012. Proceedings. Berlin: Springer (ISBN 978-3-642-30869-7/pbk). Lecture Notes in Computer Science 7318, 745-754 (2012). MSC: 68Q32 03D20 PDFBibTeX XMLCite \textit{J. Zimmermann} and \textit{A. B. Cremers}, Lect. Notes Comput. Sci. 7318, 745--754 (2012; Zbl 1357.68095) Full Text: DOI
Dembczyński, Krzysztof; Waegeman, Willem; Cheng, Weiwei; Hüllermeier, Eyke On label dependence and loss minimization in multi-label classification. (English) Zbl 1243.68237 Mach. Learn. 88, No. 1-2, 5-45 (2012). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{K. Dembczyński} et al., Mach. Learn. 88, No. 1--2, 5--45 (2012; Zbl 1243.68237) Full Text: DOI
Baldassarre, Luca; Rosasco, Lorenzo; Barla, Annalisa; Verri, Alessandro Multi-output learning via spectral filtering. (English) Zbl 1243.68233 Mach. Learn. 87, No. 3, 259-301 (2012). MSC: 68T05 68Q32 PDFBibTeX XMLCite \textit{L. Baldassarre} et al., Mach. Learn. 87, No. 3, 259--301 (2012; Zbl 1243.68233) Full Text: DOI
Antoine, V.; Quost, B.; Masson, M.-H.; Denœux, T. CECM: constrained evidential \(C\)-means algorithm. (English) Zbl 1243.62086 Comput. Stat. Data Anal. 56, No. 4, 894-914 (2012). MSC: 62H30 68T37 65C60 92C55 PDFBibTeX XMLCite \textit{V. Antoine} et al., Comput. Stat. Data Anal. 56, No. 4, 894--914 (2012; Zbl 1243.62086) Full Text: DOI
Cai, Zemin; Lai, Jianhuang; Tan, Chaoqiang; Yan, Jingwen Learning an adaptive dictionary using a projected gradient method and its application on image de-noising. (English) Zbl 1286.68473 Int. J. Wavelets Multiresolut. Inf. Process. 10, No. 1, 1250004, 14 p. (2012). MSC: 68U10 68T05 33C90 94A08 PDFBibTeX XMLCite \textit{Z. Cai} et al., Int. J. Wavelets Multiresolut. Inf. Process. 10, No. 1, 1250004, 14 p. (2012; Zbl 1286.68473) Full Text: DOI
Anthony, Martin Generalization error bounds for the logical analysis of data. (English) Zbl 1242.68199 Discrete Appl. Math. 160, No. 10-11, 1407-1415 (2012). MSC: 68T05 68Q87 68P05 PDFBibTeX XMLCite \textit{M. Anthony}, Discrete Appl. Math. 160, No. 10--11, 1407--1415 (2012; Zbl 1242.68199) Full Text: DOI
Doumpos, Michael Learning non-monotonic additive value functions for multicriteria decision making. (English) Zbl 1238.90075 OR Spectrum 34, No. 1, 89-106 (2012). MSC: 90B50 68T05 PDFBibTeX XMLCite \textit{M. Doumpos}, OR Spectrum 34, No. 1, 89--106 (2012; Zbl 1238.90075) Full Text: DOI
Sutton, Andrew M.; Whitley, L. Darrell; Howe, Adele E. Computing the moments \(k\)-bounded pseudo-Boolean functions over Hamming spheres of arbitrary radius in polynomial time. (English) Zbl 1237.68195 Theor. Comput. Sci. 425, 58-74 (2012). MSC: 68T20 68T05 06E30 PDFBibTeX XMLCite \textit{A. M. Sutton} et al., Theor. Comput. Sci. 425, 58--74 (2012; Zbl 1237.68195) Full Text: DOI
Cohen, Albert; Daubechies, Ingrid; DeVore, Ronald; Kerkyacharian, Gerard; Picard, Dominique Capturing ridge functions in high dimensions from point queries. (English) Zbl 1318.62286 Constr. Approx. 35, No. 2, 225-243 (2012). MSC: 62M45 62G08 65D05 94A12 PDFBibTeX XMLCite \textit{A. Cohen} et al., Constr. Approx. 35, No. 2, 225--243 (2012; Zbl 1318.62286) Full Text: DOI
Guyeux, Christophe; Bahi, Jacques M. A topological study of chaotic iterations application to hash functions. (English) Zbl 1233.37064 Elizondo, David A. (ed.) et al., Computational intelligence for privacy and security. Berlin: Springer (ISBN 978-3-642-25236-5/hbk). Studies in Computational Intelligence 394, 51-73 (2012). MSC: 37N99 68T05 68W15 37D45 68P20 PDFBibTeX XMLCite \textit{C. Guyeux} and \textit{J. M. Bahi}, Stud. Comput. Intell. 394, 51--73 (2012; Zbl 1233.37064) Full Text: DOI arXiv
Simovici, Dan A. Linear algebra tools for data mining. (English) Zbl 1246.15001 Hackensack, NJ: World Scientific (ISBN 978-981-4383-49-3/hbk; 978-981-4383-50-9/ebook). xiv, 863 p. (2012). Reviewer: Costică Moroşanu (Iaşi) MSC: 15-01 65Fxx 68-01 68T05 68Q32 62H25 68T10 62H30 15A15 15A60 15A18 PDFBibTeX XMLCite \textit{D. A. Simovici}, Linear algebra tools for data mining. Hackensack, NJ: World Scientific (2012; Zbl 1246.15001) Full Text: DOI
Elder, M.; Rechnitzer, A.; van Rensburg, E. J. Janse; Wong, T. On trivial words in finitely presented groups. arXiv:1210.3425 Preprint, arXiv:1210.3425 [math.GR] (2012). MSC: 20F69 05A15 60J20 BibTeX Cite \textit{M. Elder} et al., ``On trivial words in finitely presented groups'', Preprint, arXiv:1210.3425 [math.GR] (2012) Full Text: arXiv OA License