Wang, Yongcui; Ren, Xianwen; Zhang, Chunhua; Deng, Naiyang; Zhang, Xiangsun Interrogating noise in protein sequences from the perspective of protein-protein interactions prediction. (English) Zbl 1397.92544 J. Theor. Biol. 315, 64-70 (2012). MSC: 92D20 92C40 PDFBibTeX XMLCite \textit{Y. Wang} et al., J. Theor. Biol. 315, 64--70 (2012; Zbl 1397.92544) Full Text: DOI
Tang, Jinhui; Zha, Zheng-Jun; Tao, Dacheng; Chua, Tat-Seng Semantic-gap-oriented active learning for multilabel image annotation. (English) Zbl 1373.68419 IEEE Trans. Image Process. 21, No. 4, 2354-2360 (2012). MSC: 68T45 62H30 68T05 PDFBibTeX XMLCite \textit{J. Tang} et al., IEEE Trans. Image Process. 21, No. 4, 2354--2360 (2012; Zbl 1373.68419) Full Text: DOI
Wu, Yu-Bin; Wang, Xiao-Yuan; Ji, Ping A note on “Single-machine scheduling problems with both deteriorating jobs and learning effects”. (English) Zbl 1349.90419 Appl. Math. Modelling 36, No. 12, 6341-6344 (2012). MSC: 90B35 PDFBibTeX XMLCite \textit{Y.-B. Wu} et al., Appl. Math. Modelling 36, No. 12, 6341--6344 (2012; Zbl 1349.90419) Full Text: DOI
Ahmadizar, Fardin; Hosseini, Leila Bi-criteria single machine scheduling with a time-dependent learning effect and release times. (English) Zbl 1349.90303 Appl. Math. Modelling 36, No. 12, 6203-6214 (2012). MSC: 90B35 90C59 PDFBibTeX XMLCite \textit{F. Ahmadizar} and \textit{L. Hosseini}, Appl. Math. Modelling 36, No. 12, 6203--6214 (2012; Zbl 1349.90303) Full Text: DOI
Vanneschi, Leonardo; Mauri, Giancarlo A study on learning robustness using asynchronous 1D cellular automata rules. (English) Zbl 1339.68180 Nat. Comput. 11, No. 2, 289-302 (2012). MSC: 68Q80 68T05 68T20 PDFBibTeX XMLCite \textit{L. Vanneschi} and \textit{G. Mauri}, Nat. Comput. 11, No. 2, 289--302 (2012; Zbl 1339.68180) Full Text: DOI
Eckstein, Jonathan; Goldberg, Noam An improved branch-and-bound method for maximum monomial agreement. (English) Zbl 1462.90104 INFORMS J. Comput. 24, No. 2, 328-341 (2012). MSC: 90C27 90C57 68T05 PDFBibTeX XMLCite \textit{J. Eckstein} and \textit{N. Goldberg}, INFORMS J. Comput. 24, No. 2, 328--341 (2012; Zbl 1462.90104) Full Text: DOI
Schultheiß, Sebastian J. Persistence and scientific reproducibility in genome informatics: theory and application. (English) Zbl 1346.92007 Tübingen: Univ. Tübingen, Mathematisch-Naturwissenschaftliche Fakultät (Diss.). xi, 112 p. (2012). MSC: 92-02 92D10 68T05 92C40 PDFBibTeX XMLCite \textit{S. J. Schultheiß}, Persistence and scientific reproducibility in genome informatics: theory and application. Tübingen: Univ. Tübingen, Mathematisch-Naturwissenschaftliche Fakultät (Diss.) (2012; Zbl 1346.92007)
Hooker, Giles; Rosset, Saharon Prediction-based regularization using data augmented regression. (English) Zbl 1322.62188 Stat. Comput. 22, No. 1, 237-249 (2012). MSC: 62J07 62J05 62F15 62G08 PDFBibTeX XMLCite \textit{G. Hooker} and \textit{S. Rosset}, Stat. Comput. 22, No. 1, 237--249 (2012; Zbl 1322.62188) Full Text: DOI
Zhou, Anwa; Zhu, Zhibin; Fan, Hao A new semi-supervised PSVM classifier. (English) Zbl 1311.68145 Appl. Math. Comput. 219, No. 8, 4006-4012 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{A. Zhou} et al., Appl. Math. Comput. 219, No. 8, 4006--4012 (2012; Zbl 1311.68145) Full Text: DOI
Wang, Ji-Bo; Wang, Ming-Zheng; Ji, Ping Single machine total completion time minimization scheduling with a time-dependent learning effect and deteriorating jobs. (English) Zbl 1305.90206 Int. J. Syst. Sci. 43, No. 5, 861-868 (2012). MSC: 90B35 PDFBibTeX XMLCite \textit{J.-B. Wang} et al., Int. J. Syst. Sci. 43, No. 5, 861--868 (2012; Zbl 1305.90206) Full Text: DOI
Sindhu, Siva S. Sivatha; Geetha, S.; Kannan, A. Evolving optimised decision rules for intrusion detection using particle swarm paradigm. (English) Zbl 1314.68297 Int. J. Syst. Sci. 43, No. 12, 2334-2350 (2012). MSC: 68T20 68T05 68T10 PDFBibTeX XMLCite \textit{S. S. S. Sindhu} et al., Int. J. Syst. Sci. 43, No. 12, 2334--2350 (2012; Zbl 1314.68297) Full Text: DOI
Giesen, Joachim; Jaggi, Martin; Laue, Sören Approximating parameterized convex optimization problems. (English) Zbl 1301.90070 ACM Trans. Algorithms 9, No. 1, Article No. 10, 17 p. (2012). MSC: 90C25 68W25 90C90 68T05 68U05 PDFBibTeX XMLCite \textit{J. Giesen} et al., ACM Trans. Algorithms 9, No. 1, Article No. 10, 17 p. (2012; Zbl 1301.90070) Full Text: DOI Link
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
Chen, Badong; Principe, Jose C. On the smoothed minimum error entropy criterion. (English) Zbl 1306.62039 Entropy 14, No. 11, 2311-2323 (2012). MSC: 62B10 PDFBibTeX XMLCite \textit{B. Chen} and \textit{J. C. Principe}, Entropy 14, No. 11, 2311--2323 (2012; Zbl 1306.62039) Full Text: DOI
Chen, Zhen-Yu; Fan, Zhi-Ping; Sun, Minghe A hierarchical multiple kernel support vector machine for customer churn prediction using longitudinal behavioral data. (English) Zbl 1292.68131 Eur. J. Oper. Res. 223, No. 2, 461-472 (2012). MSC: 68T05 62H30 90C90 PDFBibTeX XMLCite \textit{Z.-Y. Chen} et al., Eur. J. Oper. Res. 223, No. 2, 461--472 (2012; Zbl 1292.68131) Full Text: DOI
Parrado-Hernández, Emilio; Ambroladze, Amiran; Shawe-Taylor, John; Sun, Shiliang PAC-Bayes bounds with data dependent priors. (English) Zbl 1433.68373 J. Mach. Learn. Res. 13, 3507-3531 (2012). MSC: 68T05 62C10 62H30 PDFBibTeX XMLCite \textit{E. Parrado-Hernández} et al., J. Mach. Learn. Res. 13, 3507--3531 (2012; Zbl 1433.68373) Full Text: Link
Lui, Yui Man Human gesture recognition on product manifolds. (English) Zbl 1433.68402 J. Mach. Learn. Res. 13, 3297-3321 (2012). MSC: 68T10 15A69 58E50 62H11 62H30 68T45 PDFBibTeX XMLCite \textit{Y. M. Lui}, J. Mach. Learn. Res. 13, 3297--3321 (2012; Zbl 1433.68402) Full Text: Link
Wang, Yang; Tran, Duan; Liao, Zicheng; Forsyth, David Discriminative hierarchical part-based models for human parsing and action recognition. (English) Zbl 1433.68403 J. Mach. Learn. Res. 13, 3075-3102 (2012). MSC: 68T10 68T05 68T45 PDFBibTeX XMLCite \textit{Y. Wang} et al., J. Mach. Learn. Res. 13, 3075--3102 (2012; Zbl 1433.68403) Full Text: Link
Rejchel, Wojciech On ranking and generalization bounds. (English) Zbl 1303.62026 J. Mach. Learn. Res. 13, 1373-1392 (2012). MSC: 62F07 62G05 68T05 PDFBibTeX XMLCite \textit{W. Rejchel}, J. Mach. Learn. Res. 13, 1373--1392 (2012; Zbl 1303.62026) Full Text: Link
Chiang, David Hope and fear for discriminative training of statistical translation models. (English) Zbl 1283.68285 J. Mach. Learn. Res. 13, 1159-1187 (2012). MSC: 68T05 62H30 68T50 PDFBibTeX XMLCite \textit{D. Chiang}, J. Mach. Learn. Res. 13, 1159--1187 (2012; Zbl 1283.68285) Full Text: Link
Larochelle, Hugo; Mandel, Michael; Pascanu, Razvan; Bengio, Yoshua Learning algorithms for the classification restricted Boltzmann machine. (English) Zbl 1283.68293 J. Mach. Learn. Res. 13, 643-669 (2012). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{H. Larochelle} et al., J. Mach. Learn. Res. 13, 643--669 (2012; Zbl 1283.68293) Full Text: Link
Nowicki, Adam; Grochowski, Michał; Duzinkiewicz, Kazimierz Data-driven models for fault detection using kernel PCA: a water distribution system case study. (English) Zbl 1283.93330 Int. J. Appl. Math. Comput. Sci. 22, No. 4, 939-949 (2012). MSC: 93E35 68T05 93E25 93B60 93C10 PDFBibTeX XMLCite \textit{A. Nowicki} et al., Int. J. Appl. Math. Comput. Sci. 22, No. 4, 939--949 (2012; Zbl 1283.93330) Full Text: DOI
Trawiński, Bogdan; Smȩtek, Magdalena; Telec, Zbigniew; Lasota, Tadeusz Nonparametric statistical analysis for multiple comparison of machine learning regression algorithms. (English) Zbl 1283.93331 Int. J. Appl. Math. Comput. Sci. 22, No. 4, 867-881 (2012). MSC: 93E35 68T05 92B20 PDFBibTeX XMLCite \textit{B. Trawiński} et al., Int. J. Appl. Math. Comput. Sci. 22, No. 4, 867--881 (2012; Zbl 1283.93331) Full Text: DOI
Sumi, S. Monira; Zaman, M. Faisal; Hirose, Hideo A rainfall forecasting method using machine learning models and its application to the Fukuoka city case. (English) Zbl 1283.68305 Int. J. Appl. Math. Comput. Sci. 22, No. 4, 841-854 (2012). MSC: 68T05 86A10 PDFBibTeX XMLCite \textit{S. M. Sumi} et al., Int. J. Appl. Math. Comput. Sci. 22, No. 4, 841--854 (2012; Zbl 1283.68305) Full Text: DOI
Jiang, Jianguo; Zhang, Jingzhong A review and prospect of readable machine proofs for geometry theorems. (English) Zbl 1291.68351 J. Syst. Sci. Complex. 25, No. 4, 802-820 (2012). MSC: 68T15 68T05 PDFBibTeX XMLCite \textit{J. Jiang} and \textit{J. Zhang}, J. Syst. Sci. Complex. 25, No. 4, 802--820 (2012; Zbl 1291.68351) Full Text: DOI
Wu, Wei; Li, Hang; Hu, Yun-Hua; Jin, Rong A kernel approach to multi-task learning with task-specific kernels. (English) Zbl 1280.68217 J. Comput. Sci. Technol. 27, No. 6, 1289-1301 (2012). MSC: 68T05 68Q32 62G08 PDFBibTeX XMLCite \textit{W. Wu} et al., J. Comput. Sci. Technol. 27, No. 6, 1289--1301 (2012; Zbl 1280.68217) Full Text: DOI
Kulesza, Alex; Taskar, Ben Determinantal point processes for machine learning. (English) Zbl 1278.68240 Found. Trends Mach. Learn. 5, No. 2-3, 123-286 (2012). MSC: 68T05 60G55 68-02 PDFBibTeX XMLCite \textit{A. Kulesza} and \textit{B. Taskar}, Found. Trends Mach. Learn. 5, No. 2--3, 123--286 (2012; Zbl 1278.68240) Full Text: DOI arXiv
Phoungphol, Piyaphol; Zhang, Yanqing; Zhao, Yichuan Robust multiclass classification for learning from imbalanced biomedical data. (English) Zbl 1289.68094 Tsinghua Sci. Technol. 17, No. 6, 619-628 (2012). MSC: 68T05 92C55 PDFBibTeX XMLCite \textit{P. Phoungphol} et al., Tsinghua Sci. Technol. 17, No. 6, 619--628 (2012; Zbl 1289.68094) Full Text: DOI
Yang, Le; Zhang, Rui An efficient stock forecasting method based on online sequential extreme learning machine. (Chinese. English summary) Zbl 1289.91197 Pure Appl. Math. 28, No. 6, 834-838 (2012). MSC: 91G70 62M10 62M20 91B84 62P05 68T05 PDFBibTeX XMLCite \textit{L. Yang} and \textit{R. Zhang}, Pure Appl. Math. 28, No. 6, 834--838 (2012; Zbl 1289.91197)
Yang, Le; Zhang, Rui An online sequential ELM algorithm and its improvement. (Chinese. English summary) Zbl 1289.68106 J. Northwest Univ., Nat. Sci. Ed. 42, No. 6, 885-889, 896 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{L. Yang} and \textit{R. Zhang}, J. Northwest Univ., Nat. Sci. Ed. 42, No. 6, 885--889, 896 (2012; Zbl 1289.68106)
Zhang, Hongxiang; Mao, Zhizhong A kernel Fisher discriminant analysis order regression machine multi-class classification modeling method based on time point partition. (Chinese. English summary) Zbl 1289.68110 Control Theory Appl. 29, No. 11, 1440-1445 (2012). MSC: 68T05 68T10 62H30 62M10 PDFBibTeX XMLCite \textit{H. Zhang} and \textit{Z. Mao}, Control Theory Appl. 29, No. 11, 1440--1445 (2012; Zbl 1289.68110)
Shen, Jindong Smooth support vector machine based on Padé approximants. (Chinese. English summary) Zbl 1289.68095 Numer. Math., Nanjing 34, No. 4, 375-384 (2012). MSC: 68T05 41A21 PDFBibTeX XMLCite \textit{J. Shen}, Numer. Math., Nanjing 34, No. 4, 375--384 (2012; Zbl 1289.68095)
Cheng, Dongyang; Jiang, Xinghao; Sun, Tanfeng Image classification using multiple kernel learning and sparse coding. (Chinese. English summary) Zbl 1289.68067 J. Shanghai Jiaotong Univ. (Chin. Ed.) 46, No. 11, 1789-1793 (2012). MSC: 68T05 68T45 PDFBibTeX XMLCite \textit{D. Cheng} et al., J. Shanghai Jiaotong Univ. (Chin. Ed.) 46, No. 11, 1789--1793 (2012; Zbl 1289.68067)
Li, Yan; Xin, Changping; Wu, Jianliang; Guo, Lei A study of attribute weighted SVM based on a genetic algorithm. (Chinese. English summary) Zbl 1289.68089 J. Hebei Univ. Technol. 41, No. 5, 103-106 (2012). MSC: 68T05 68T20 90C59 PDFBibTeX XMLCite \textit{Y. Li} et al., J. Hebei Univ. Technol. 41, No. 5, 103--106 (2012; Zbl 1289.68089)
Mohri, Mehryar; Rostamizadeh, Afshin; Talwalkar, Ameet Foundations of machine learning. (English) Zbl 1318.68003 Adaptive Computation and Machine Learning. Cambridge, MA: MIT Press (ISBN 978-0-262-01825-8/hbk). xii, 412 p. (2012). Reviewer: Jerzy W. Grzymala-Busse (Lawrence) MSC: 68-01 68T05 PDFBibTeX XMLCite \textit{M. Mohri} et al., Foundations of machine learning. Cambridge, MA: MIT Press (2012; Zbl 1318.68003)
Murphy, Kevin P. Machine learning. A probabilistic perspective. (English) Zbl 1295.68003 Cambridge, MA: MIT Press (ISBN 978-0-262-01802-9/hbk; 978-0-262-30616-4/ebook). xxix, 1067 p. (2012). Reviewer: Laurens van der Maaten (Delft) MSC: 68-01 68T05 68T10 68T01 PDFBibTeX XMLCite \textit{K. P. Murphy}, Machine learning. A probabilistic perspective. Cambridge, MA: MIT Press (2012; Zbl 1295.68003)
Savoy, Jacques; Zubaryeva, Olena Simple and efficient classification scheme based on specific vocabulary. (English) Zbl 1273.91414 Comput. Manag. Sci. 9, No. 3, 401-415 (2012). MSC: 91F20 68T05 62H30 PDFBibTeX XMLCite \textit{J. Savoy} and \textit{O. Zubaryeva}, Comput. Manag. Sci. 9, No. 3, 401--415 (2012; Zbl 1273.91414) Full Text: DOI Link
Galkin, O. A. The automatic tuning of scaling coefficients in feature selection problem for SVMs. (English) Zbl 1289.68075 Visn., Ser. Fiz.-Mat. Nauky, Kyïv. Univ. Im. Tarasa Shevchenka 2012, No. 4, 93-98 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{O. A. Galkin}, Visn., Ser. Fiz.-Mat. Nauky, Kyïv. Univ. Im. Tarasa Shevchenka 2012, No. 4, 93--98 (2012; Zbl 1289.68075)
Galkin, O. A. Span estimate of SVM. (Ukrainian. English summary) Zbl 1289.68074 Visn., Ser. Fiz.-Mat. Nauky, Kyïv. Univ. Im. Tarasa Shevchenka 2012, No. 3, 117-122 (2012). MSC: 68T05 62J12 PDFBibTeX XMLCite \textit{O. A. Galkin}, Visn., Ser. Fiz.-Mat. Nauky, Kyïv. Univ. Im. Tarasa Shevchenka 2012, No. 3, 117--122 (2012; Zbl 1289.68074)
Galkin, O. A. Application of support vector machines to data mining. (Ukrainian. English summary) Zbl 1289.68073 Visn., Ser. Fiz.-Mat. Nauky, Kyïv. Univ. Im. Tarasa Shevchenka 2012, No. 2, 95-98 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{O. A. Galkin}, Visn., Ser. Fiz.-Mat. Nauky, Kyïv. Univ. Im. Tarasa Shevchenka 2012, No. 2, 95--98 (2012; Zbl 1289.68073)
Tao, Jianwen; Chung, Fulai; Wang, Shitong A kernel learning framework for domain adaptation learning. (English) Zbl 1270.68254 Sci. China, Inf. Sci. 55, No. 9, 1983-2007 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Tao} et al., Sci. China, Inf. Sci. 55, No. 9, 1983--2007 (2012; Zbl 1270.68254) Full Text: DOI Link
Bickel, David R. A frequentist framework of inductive reasoning. (English) Zbl 1281.62027 Sankhyā, Ser. A 74, No. 2, 141-169 (2012). MSC: 62A01 62C10 62F15 PDFBibTeX XMLCite \textit{D. R. Bickel}, Sankhyā, Ser. A 74, No. 2, 141--169 (2012; Zbl 1281.62027) Full Text: DOI arXiv
Wojtusiak, Janusz; Warden, Tobias; Herzog, Otthein Machine learning in agent-based stochastic simulation: inferential theory and evaluation in transportation logistics. (English) Zbl 1268.68142 Comput. Math. Appl. 64, No. 12, 3658-3665 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Wojtusiak} et al., Comput. Math. Appl. 64, No. 12, 3658--3665 (2012; Zbl 1268.68142) Full Text: DOI
Dalfard, Vahid Majazi; Mohammadi, Ghorbanali Two meta-heuristic algorithms for solving multi-objective flexible job-shop scheduling with parallel machine and maintenance constraints. (English) Zbl 1268.90018 Comput. Math. Appl. 64, No. 6, 2111-2117 (2012). MSC: 90B35 68T05 90C29 PDFBibTeX XMLCite \textit{V. M. Dalfard} and \textit{G. Mohammadi}, Comput. Math. Appl. 64, No. 6, 2111--2117 (2012; Zbl 1268.90018) Full Text: DOI
Becheru, Alexandru P.; Stoean, Cătălin Optimization of gear changing using simulated annealing. (English) Zbl 1274.68288 An. Univ. Craiova, Ser. Mat. Inf. 39, No. 2, 309-321 (2012). MSC: 68T05 68T20 PDFBibTeX XMLCite \textit{A. P. Becheru} and \textit{C. Stoean}, An. Univ. Craiova, Ser. Mat. Inf. 39, No. 2, 309--321 (2012; Zbl 1274.68288)
Subpaiboonkit, Sitthichoke; Thammarongtham, Chinae; Chaijaruwanich, Jeerayut RNA family classification using the conditional random fields model. (English) Zbl 1310.92042 Chiang Mai J. Sci. 39, No. 1, 1-7 (2012). MSC: 92D20 PDFBibTeX XMLCite \textit{S. Subpaiboonkit} et al., Chiang Mai J. Sci. 39, No. 1, 1--7 (2012; Zbl 1310.92042)
Zhao, Jinwei; Feng, Boqin; Yan, Guirong Generalized uniform Chebyshev polynomial kernel. (Chinese. English summary) Zbl 1274.68369 J. Xi’an Jiaotong Univ. 46, No. 8, 43-48 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Zhao} et al., J. Xi'an Jiaotong Univ. 46, No. 8, 43--48 (2012; Zbl 1274.68369)
Zhou, Shaolei; Qin, Liang; Shi, Xianjun; Xiao, Zhicai A hyper-sphere SVM based on fuzzy chance constraint. (Chinese. English summary) Zbl 1274.68371 J. Huazhong Univ. Sci. Technol. 40, No. 7, 29-33 (2012). MSC: 68T05 03E72 PDFBibTeX XMLCite \textit{S. Zhou} et al., J. Huazhong Univ. Sci. Technol. 40, No. 7, 29--33 (2012; Zbl 1274.68371)
Tao, Jianwen; Wang, Shitong A local learning based support vector machine. (Chinese. English summary) Zbl 1274.68355 Control Decis. 27, No. 10, 1510-1515 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Tao} and \textit{S. Wang}, Control Decis. 27, No. 10, 1510--1515 (2012; Zbl 1274.68355)
Gu, Bin; Wang, Jiandong An effective \(\nu\)-path algorithm for \(\nu\)-support vector regression. (Chinese. English summary) Zbl 1274.68315 J. Softw. 23, No. 10, 2643-2654 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{B. Gu} and \textit{J. Wang}, J. Softw. 23, No. 10, 2643--2654 (2012; Zbl 1274.68315) Full Text: DOI
Tao, Jianwen; Wang, Shitong Kernel support vector machine for domain adaptation. (Chinese. English summary) Zbl 1274.68354 Acta Autom. Sin. 38, No. 5, 797-811 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Tao} and \textit{S. Wang}, Acta Autom. Sin. 38, No. 5, 797--811 (2012; Zbl 1274.68354) Full Text: DOI
Xu, Xin; Shen, Dong; Gao, Yanqing; Wang, Kai Learning control of dynamical systems based on Markov decision processes: research frontiers and outlooks. (Chinese. English summary) Zbl 1274.68363 Acta Autom. Sin. 38, No. 5, 673-687 (2012). MSC: 68T05 93C40 PDFBibTeX XMLCite \textit{X. Xu} et al., Acta Autom. Sin. 38, No. 5, 673--687 (2012; Zbl 1274.68363) Full Text: DOI
Chong, Yanwen; Kuang, Hulin; Li, Qingquan Two-stage pedestrian detection based on multiple features and machine learning. (Chinese. English summary) Zbl 1274.68300 Acta Autom. Sin. 38, No. 3, 375-381 (2012). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{Y. Chong} et al., Acta Autom. Sin. 38, No. 3, 375--381 (2012; Zbl 1274.68300) Full Text: DOI
Hu, Wenjun; Wang, Shitong; Wang, Juan; Ying, Wenhao Fast learning of generalized minimum enclosing ball for large datasets. (Chinese. English summary) Zbl 1274.68317 Acta Autom. Sin. 38, No. 11, 1831-1840 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{W. Hu} et al., Acta Autom. Sin. 38, No. 11, 1831--1840 (2012; Zbl 1274.68317) Full Text: DOI
Wang, Xinying; Han, Min Multivariate chaotic time series prediction based on an extreme learning machine. (Chinese. English summary) Zbl 1274.62435 Acta Phys. Sin. 61, No. 8, 080507 (2012). MSC: 62H99 62M10 62M20 68T05 PDFBibTeX XMLCite \textit{X. Wang} and \textit{M. Han}, Acta Phys. Sin. 61, No. 8, 080507 (2012; Zbl 1274.62435)
Liu, Biao; Chen, Chunping; Feng, Huamin; Li, Yang An SVM parameter selection algorithm based on the Fisher criterion. (Chinese. English summary) Zbl 1274.68334 J. Shandong Univ., Nat. Sci. 47, No. 7, 50-54, 69 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{B. Liu} et al., J. Shandong Univ., Nat. Sci. 47, No. 7, 50--54, 69 (2012; Zbl 1274.68334)
Wang, Yan; Zhu, Qidan; Liu, Zhilin; Yang, Zhen An improved sparse twin support vector regression algorithm. (Chinese. English summary) Zbl 1274.68360 Syst. Eng. Electron. 34, No. 9, 1940-1945 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{Y. Wang} et al., Syst. Eng. Electron. 34, No. 9, 1940--1945 (2012; Zbl 1274.68360) Full Text: DOI
Shaby, Benjamin A.; Fink, Daniel Embedding black-box regression techniques into hierarchical Bayesian models. (English) Zbl 1431.62170 J. Stat. Comput. Simulation 82, No. 12, 1753-1766 (2012). MSC: 62G08 62F15 62P10 68T05 62-08 PDFBibTeX XMLCite \textit{B. A. Shaby} and \textit{D. Fink}, J. Stat. Comput. Simulation 82, No. 12, 1753--1766 (2012; Zbl 1431.62170) 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
Nock, Richard; Piro, Paolo; Nielsen, Frank; Ali, Wafa Bel Haj; Barlaud, Michel Boosting \(k\)-NN for categorization of natural scenes. (English) Zbl 1259.68203 Int. J. Comput. Vis. 100, No. 3, 294-314 (2012). MSC: 68T45 68T05 PDFBibTeX XMLCite \textit{R. Nock} et al., Int. J. Comput. Vis. 100, No. 3, 294--314 (2012; Zbl 1259.68203) Full Text: DOI
Yasuda, Muneki Pseudo temperature of observed data. (English) Zbl 1258.68126 Interdiscip. Inf. Sci. 18, No. 2, 185-188 (2012). MSC: 68T05 62M40 PDFBibTeX XMLCite \textit{M. Yasuda}, Interdiscip. Inf. Sci. 18, No. 2, 185--188 (2012; Zbl 1258.68126) Full Text: DOI
Yasuda, Muneki; Tannai, Junya; Tanaka, Kazuyuki Learning algorithm for Boltzmann machines using max-product algorithm and pseudo-likelihood. (English) Zbl 1258.68127 Interdiscip. Inf. Sci. 18, No. 1, 55-63 (2012). MSC: 68T05 68W05 62M40 PDFBibTeX XMLCite \textit{M. Yasuda} et al., Interdiscip. Inf. Sci. 18, No. 1, 55--63 (2012; Zbl 1258.68127) Full Text: DOI
Hu, Wenjun; Chung, Fu-Lai; Wang, Shitong; Ying, Wenhao Scaling up minimum enclosing ball with total soft margin for training on large datasets. (English) Zbl 1258.68114 Neural Netw. 36, 120-128 (2012). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{W. Hu} et al., Neural Netw. 36, 120--128 (2012; Zbl 1258.68114) Full Text: DOI
Qi, Zhiquan; Tian, Yingjie; Shi, Yong Twin support vector machine with Universum data. (English) Zbl 1258.68122 Neural Netw. 36, 112-119 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{Z. Qi} et al., Neural Netw. 36, 112--119 (2012; Zbl 1258.68122) Full Text: DOI
Zhang, Zhancheng; Choi, Kup-Sze; Luo, Xiaoqing; Wang, Shitong Generalized locality preserving maxi-min margin machine. (English) Zbl 1258.68131 Neural Netw. 36, 18-24 (2012). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{Z. Zhang} et al., Neural Netw. 36, 18--24 (2012; Zbl 1258.68131) Full Text: DOI
Qi, Zhiquan; Tian, Yingjie; Shi, Yong Laplacian twin support vector machine for semi-supervised classification. (English) Zbl 1258.68121 Neural Netw. 35, 46-53 (2012). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{Z. Qi} et al., Neural Netw. 35, 46--53 (2012; Zbl 1258.68121) Full Text: DOI
Low, Chinyao; Lin, Wen-Yi Single machine group scheduling with learning effects and past-sequence-dependent setup times. (English) Zbl 1401.90079 Int. J. Syst. Sci. 43, No. 1, 1-8 (2012). MSC: 90B35 68T05 PDFBibTeX XMLCite \textit{C. Low} and \textit{W.-Y. Lin}, Int. J. Syst. Sci. 43, No. 1, 1--8 (2012; Zbl 1401.90079) Full Text: DOI
Zhao, Jianwei; Park, Dong Sun; Lee, Joonwhoan; Cao, Feilong Generalized extreme learning machine acting on a metric space. (English) Zbl 1255.68131 Soft Comput. 16, No. 9, 1503-1514 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Zhao} et al., Soft Comput. 16, No. 9, 1503--1514 (2012; Zbl 1255.68131) Full Text: DOI
Bai, Longfei; Wang, Wenjian; Guo, Husheng A novel support vector machine active learning strategy. (Chinese. English summary) Zbl 1265.68125 J. Nanjing Univ., Nat. Sci. 48, No. 2, 182-189 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{L. Bai} et al., J. Nanjing Univ., Nat. Sci. 48, No. 2, 182--189 (2012; Zbl 1265.68125)
Xie, Xiaomin; Li, Yun A partitioning method for training data based on clusters in min-max modular networks. (Chinese. English summary) Zbl 1265.68170 J. Nanjing Univ., Nat. Sci. 48, No. 2, 133-139 (2012). MSC: 68T05 68T10 68P15 PDFBibTeX XMLCite \textit{X. Xie} and \textit{Y. Li}, J. Nanjing Univ., Nat. Sci. 48, No. 2, 133--139 (2012; Zbl 1265.68170)
Shen, Juhong; Huang, Yongdong A fuzzy support vector machine based on possibility measure. (Chinese. English summary) Zbl 1265.68161 J. Nat. Sci. Heilongjiang Univ. 29, No. 2, 204-208 (2012). MSC: 68T05 68T37 PDFBibTeX XMLCite \textit{J. Shen} and \textit{Y. Huang}, J. Nat. Sci. Heilongjiang Univ. 29, No. 2, 204--208 (2012; Zbl 1265.68161)
Ren, Huimin Group scheduling on a single machine with due date assignment and learning effects. (Chinese. English summary) Zbl 1265.90124 J. Qufu Norm. Univ., Nat. Sci. 38, No. 1, 5-12 (2012). MSC: 90B35 68T05 PDFBibTeX XMLCite \textit{H. Ren}, J. Qufu Norm. Univ., Nat. Sci. 38, No. 1, 5--12 (2012; Zbl 1265.90124)
Shang, Zhigen; Yan, Hongsen Forecasting product design time based on fuzzy support vector machine. (Chinese. English summary) Zbl 1265.68160 Control Decis. 27, No. 4, 531-534, 541 (2012). MSC: 68T05 68T37 PDFBibTeX XMLCite \textit{Z. Shang} and \textit{H. Yan}, Control Decis. 27, No. 4, 531--534, 541 (2012; Zbl 1265.68160)
Duan, Fei; Zhang, Yujin A max-margin dictionary learning algorithm for sparse representation. (Chinese. English summary) Zbl 1265.68135 J. Tsinghua Univ., Sci. Technol. 52, No. 4, 566-570 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{F. Duan} and \textit{Y. Zhang}, J. Tsinghua Univ., Sci. Technol. 52, No. 4, 566--570 (2012; Zbl 1265.68135)
Tao, Jianwen; Wang, Shitong Locality-preserving maximum information variance \(v\)-support vector machines. (Chinese. English summary) Zbl 1265.68163 Acta Autom. Sin. 38, No. 1, 97-108 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Tao} and \textit{S. Wang}, Acta Autom. Sin. 38, No. 1, 97--108 (2012; Zbl 1265.68163) Full Text: DOI
Liu, Jianwei; Li, Shuangcheng; Luo, Xionglin Classification algorithms for support vector machines via \(p\)-norm regularization. (Chinese. English summary) Zbl 1265.68150 Acta Autom. Sin. 38, No. 1, 76-87 (2012). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Liu} et al., Acta Autom. Sin. 38, No. 1, 76--87 (2012; Zbl 1265.68150) Full Text: DOI
Chung, Julianne; Chung, Matthias; O’leary, Dianne P. Optimal filters from calibration data for image deconvolution with data acquisition error. (English) Zbl 1255.94011 J. Math. Imaging Vis. 44, No. 3, 366-374 (2012). MSC: 94A08 94A12 PDFBibTeX XMLCite \textit{J. Chung} et al., J. Math. Imaging Vis. 44, No. 3, 366--374 (2012; Zbl 1255.94011) Full Text: DOI
Zimmer, G. Beate; Hush, Don; Porter, Reid Ordered hypothesis machines. (English) Zbl 1255.68280 J. Math. Imaging Vis. 43, No. 2, 121-134 (2012). MSC: 68U10 68T45 68T05 94A12 PDFBibTeX XMLCite \textit{G. B. Zimmer} et al., J. Math. Imaging Vis. 43, No. 2, 121--134 (2012; Zbl 1255.68280) Full Text: DOI
Cyganek, Bogusław One-class support vector ensembles for image segmentation and classification. (English) Zbl 1255.68223 J. Math. Imaging Vis. 42, No. 2-3, 103-117 (2012). MSC: 68U10 68T05 PDFBibTeX XMLCite \textit{B. Cyganek}, J. Math. Imaging Vis. 42, No. 2--3, 103--117 (2012; Zbl 1255.68223) Full Text: DOI
Pal, Christopher J.; Weinman, Jerod J.; Tran, Lam C.; Scharstein, Daniel On learning conditional random fields for stereo. (English) Zbl 1254.68280 Int. J. Comput. Vis. 99, No. 3, 319-337 (2012). MSC: 68T45 68T05 PDFBibTeX XMLCite \textit{C. J. Pal} et al., Int. J. Comput. Vis. 99, No. 3, 319--337 (2012; Zbl 1254.68280) Full Text: DOI
Miao, Xu; Rao, Rajesh P. N. Fast structured prediction using large margin sigmoid belief networks. (English) Zbl 1254.68213 Int. J. Comput. Vis. 99, No. 3, 302-318 (2012). MSC: 68T05 68T45 68T30 62A09 PDFBibTeX XMLCite \textit{X. Miao} and \textit{R. P. N. Rao}, Int. J. Comput. Vis. 99, No. 3, 302--318 (2012; Zbl 1254.68213) Full Text: DOI
Hospedales, Timothy; Gong, Shaogang; Xiang, Tao Video behaviour mining using a dynamic topic model. (English) Zbl 1254.68208 Int. J. Comput. Vis. 98, No. 3, 303-323 (2012). MSC: 68T05 68T45 PDFBibTeX XMLCite \textit{T. Hospedales} et al., Int. J. Comput. Vis. 98, No. 3, 303--323 (2012; Zbl 1254.68208) Full Text: DOI
Lu, Yuan-Yuan; Wei, Cai-Min; Wang, Ji-Bo Several single-machine scheduling problems with general learning effects. (English) Zbl 1254.90073 Appl. Math. Modelling 36, No. 11, 5650-5656 (2012). MSC: 90B35 68M20 68T05 PDFBibTeX XMLCite \textit{Y.-Y. Lu} et al., Appl. Math. Modelling 36, No. 11, 5650--5656 (2012; Zbl 1254.90073) Full Text: DOI
Panella, Massimo; Barcellona, Francesco; D’Ecclesia, Rita L. Forecasting energy commodity prices using neural networks. (English) Zbl 1254.91683 Adv. Decis. Sci. 2012, Article ID 289810, 26 p. (2012). MSC: 91B84 62P20 68T05 62M10 PDFBibTeX XMLCite \textit{M. Panella} et al., Adv. Decis. Sci. 2012, Article ID 289810, 26 p. (2012; Zbl 1254.91683) Full Text: DOI
Costa-Jussà, Marta R.; Henríquez Q., Carlos A.; Banchs, Rafael E. Evaluating indirect strategies for Chinese-Spanish statistical machine translation. (English) Zbl 1253.68322 J. Artif. Intell. Res. (JAIR) 45, 761-780 (2012). MSC: 68T50 68T05 PDFBibTeX XMLCite \textit{M. R. Costa-Jussà} et al., J. Artif. Intell. Res. (JAIR) 45, 761--780 (2012; Zbl 1253.68322) Full Text: DOI arXiv
Radinsky, Kira; Davidovich, Sagie; Markovitch, Shaul Learning to predict from textual data. (English) Zbl 1253.68284 J. Artif. Intell. Res. (JAIR) 45, 641-684 (2012). MSC: 68T05 68T50 68U15 PDFBibTeX XMLCite \textit{K. Radinsky} et al., J. Artif. Intell. Res. (JAIR) 45, 641--684 (2012; Zbl 1253.68284) Full Text: DOI arXiv
Wu, Chin-Chia; Wu, Wen-Hung; Hsu, Peng-Hsiang; Lai, Kunjung A two-machine flowshop scheduling problem with a truncated sum of processing-times-based learning function. (English) Zbl 1252.90028 Appl. Math. Modelling 36, No. 10, 5001-5014 (2012). MSC: 90B35 90C59 PDFBibTeX XMLCite \textit{C.-C. Wu} et al., Appl. Math. Modelling 36, No. 10, 5001--5014 (2012; Zbl 1252.90028) Full Text: DOI
Paquet, Ulrich; Thomson, Blaise; Winther, Ole A hierarchical model for ordinal matrix factorization. (English) Zbl 1252.62068 Stat. Comput. 22, No. 4, 945-957 (2012). MSC: 62H99 15A23 62P15 62F15 68T05 65C60 PDFBibTeX XMLCite \textit{U. Paquet} et al., Stat. Comput. 22, No. 4, 945--957 (2012; Zbl 1252.62068) Full Text: DOI
Zhang, Haizhang; Zhang, Jun Regularized learning in Banach spaces as an optimization problem: representer theorems. (English) Zbl 1281.90088 J. Glob. Optim. 54, No. 2, 235-250 (2012). MSC: 90C48 46E22 46N10 68T05 PDFBibTeX XMLCite \textit{H. Zhang} and \textit{J. Zhang}, J. Glob. Optim. 54, No. 2, 235--250 (2012; Zbl 1281.90088) Full Text: DOI
Wu, Songtao; Zhu, Yuesheng; Zhang, Qing A new robust visual tracking algorithm based on transfer adaptive boosting. (English) Zbl 1252.68323 Math. Methods Appl. Sci. 35, No. 17, 2133-2140 (2012). MSC: 68T45 68T05 PDFBibTeX XMLCite \textit{S. Wu} et al., Math. Methods Appl. Sci. 35, No. 17, 2133--2140 (2012; Zbl 1252.68323) Full Text: DOI
Franek, Remigius Lucas Ensemble algorithms with applications to clustering and image segmentation. (English) Zbl 1260.68002 Münster: Univ. Münster, Mathematisch-Naturwischaftliche Fakultät, Fachbereich Mathematik und Informatik (Diss.). viii, 255 p. (2012). MSC: 68-02 68T05 68W05 68T10 68T45 68U10 PDFBibTeX XMLCite \textit{R. L. Franek}, Ensemble algorithms with applications to clustering and image segmentation. Münster: Univ. Münster, Mathematisch-Naturwischaftliche Fakultät, Fachbereich Mathematik und Informatik (Diss.) (2012; Zbl 1260.68002)
Arkin, Esther M.; Garijo, Delia; Márquez, Alberto; Mitchell, Joseph S. B.; Seara, Carlos Separability of point sets by \(k\)-level linear classification trees. (English) Zbl 1251.68279 Int. J. Comput. Geom. Appl. 22, No. 2, 143-166 (2012). MSC: 68U05 68T05 52B55 PDFBibTeX XMLCite \textit{E. M. Arkin} et al., Int. J. Comput. Geom. Appl. 22, No. 2, 143--166 (2012; Zbl 1251.68279) Full Text: DOI
Wang, Jing; Liu, Zhijing; Zhao, Hui A probabilistic model with multi-dimensional features for object extraction. (English) Zbl 1251.68273 Front. Comput. Sci. 6, No. 5, 513-526 (2012). MSC: 68T45 68T05 PDFBibTeX XMLCite \textit{J. Wang} et al., Front. Comput. Sci. 6, No. 5, 513--526 (2012; Zbl 1251.68273) Full Text: DOI
Li, Der-Chiang; Hsu, Peng-Hsiang Solving a two-agent single-machine scheduling problem considering learning effect. (English) Zbl 1251.90165 Comput. Oper. Res. 39, No. 7, 1644-1651 (2012). MSC: 90B35 90C59 68T05 PDFBibTeX XMLCite \textit{D.-C. Li} and \textit{P.-H. Hsu}, Comput. Oper. Res. 39, No. 7, 1644--1651 (2012; Zbl 1251.90165) Full Text: DOI
Keskinturk, Timur; Yildirim, Mehmet B.; Barut, Mehmet An ant colony optimization algorithm for load balancing in parallel machines with sequence-dependent setup times. (English) Zbl 1251.90155 Comput. Oper. Res. 39, No. 6, 1225-1235 (2012). MSC: 90B35 90C59 68T05 PDFBibTeX XMLCite \textit{T. Keskinturk} et al., Comput. Oper. Res. 39, No. 6, 1225--1235 (2012; Zbl 1251.90155) Full Text: DOI Link
Yin, Yunqiang; Wu, Chin-Chia; Wu, Wen-Hsiang; Cheng, Shuenn-Ren The single-machine total weighted tardiness scheduling problem with position-based learning effects. (English) Zbl 1251.90206 Comput. Oper. Res. 39, No. 5, 1109-1116 (2012). MSC: 90B35 90C57 90C27 90C59 PDFBibTeX XMLCite \textit{Y. Yin} et al., Comput. Oper. Res. 39, No. 5, 1109--1116 (2012; Zbl 1251.90206) Full Text: DOI
Tsai, Po-Chien; Huang, Jia-Yen Two-stage replenishment policies for deteriorating items at Taiwanese convenience stores. (English) Zbl 1251.90024 Comput. Oper. Res. 39, No. 2, 328-338 (2012). MSC: 90-08 90B05 68T05 PDFBibTeX XMLCite \textit{P.-C. Tsai} and \textit{J.-Y. Huang}, Comput. Oper. Res. 39, No. 2, 328--338 (2012; Zbl 1251.90024) Full Text: DOI
Wang, Ji-Bo; Wang, Ming-Zheng; Ji, Ping Scheduling jobs with processing times dependent on position, starting time, and allotted resource. (English) Zbl 1251.90198 Asia-Pac. J. Oper. Res. 29, No. 5, Article ID 1250030, 15 p. (2012). MSC: 90B35 PDFBibTeX XMLCite \textit{J.-B. Wang} et al., Asia-Pac. J. Oper. Res. 29, No. 5, Article ID 1250030, 15 p. (2012; Zbl 1251.90198) Full Text: DOI
Liu, Hongyu; Milios, Evangelos Probabilistic models for focused web crawling. (English) Zbl 1251.68097 Comput. Intell. 28, No. 3, 289-328 (2012). MSC: 68P20 68T20 68U35 PDFBibTeX XMLCite \textit{H. Liu} and \textit{E. Milios}, Comput. Intell. 28, No. 3, 289--328 (2012; Zbl 1251.68097) Full Text: DOI Link
Zhao, Yingqi; Zeng, Donglin; Rush, A. John; Kosorok, Michael R. Estimating individualized treatment rules using outcome weighted learning. (English) Zbl 1443.62396 J. Am. Stat. Assoc. 107, No. 499, 1106-1118 (2012). MSC: 62P10 62H30 68T05 PDFBibTeX XMLCite \textit{Y. Zhao} et al., J. Am. Stat. Assoc. 107, No. 499, 1106--1118 (2012; Zbl 1443.62396) Full Text: DOI Link