Anitha, K.; Dhanalakshmi, R.; Naresh, K.; Rukmani Devi, D. Hyperbolic Hopfield neural networks for image classification in content-based image retrieval. (English) Zbl 07308347 Int. J. Wavelets Multiresolut. Inf. Process. 19, No. 1, Article ID 2050059, 39 p. (2021). MSC: 62H35 62H30 62M45 68T05 PDF BibTeX XML Cite \textit{K. Anitha} et al., Int. J. Wavelets Multiresolut. Inf. Process. 19, No. 1, Article ID 2050059, 39 p. (2021; Zbl 07308347) Full Text: DOI
Ahfock, Daniel; McLachlan, Geoffrey J. An apparent paradox: a classifier based on a partially classified sample may have smaller expected error rate than that if the sample were completely classified. (English) Zbl 1452.62429 Stat. Comput. 30, No. 6, 1779-1790 (2020). MSC: 62H30 62A01 68T05 PDF BibTeX XML Cite \textit{D. Ahfock} and \textit{G. J. McLachlan}, Stat. Comput. 30, No. 6, 1779--1790 (2020; Zbl 1452.62429) Full Text: DOI
Cruz, Rafael M. O.; Hafemann, Luiz G.; Sabourin, Robert; Cavalcanti, George D. C. DESlib: a dynamic ensemble selection library in Python. (English) Zbl 07255039 J. Mach. Learn. Res. 21, Paper No. 8, 5 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{R. M. O. Cruz} et al., J. Mach. Learn. Res. 21, Paper No. 8, 5 p. (2020; Zbl 07255039) Full Text: Link
Halbersberg, Dan; Wienreb, Maydan; Lerner, Boaz Joint maximization of accuracy and information for learning the structure of a Bayesian network classifier. (English) Zbl 07224991 Mach. Learn. 109, No. 5, 1039-1099 (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{D. Halbersberg} et al., Mach. Learn. 109, No. 5, 1039--1099 (2020; Zbl 07224991) Full Text: DOI
Bereg, Sergey; Haghpanah, Mohammadreza Algorithms for Radon partitions with tolerance. (English) Zbl 1453.68200 Changat, Manoj (ed.) et al., Algorithms and discrete applied mathematics. 6th international conference, CALDAM 2020, Hyderabad, India, February 13–15, 2020. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12016, 476-487 (2020). MSC: 68U05 52A35 52B55 68W05 PDF BibTeX XML Cite \textit{S. Bereg} and \textit{M. Haghpanah}, Lect. Notes Comput. Sci. 12016, 476--487 (2020; Zbl 1453.68200) Full Text: DOI
Grushko, Y. V. Hardware and software complex of augmentation communication system on the basis of eyetracking technologys. (Russian. English summary) Zbl 07314674 Vestn. KRAUNTS, Fiz.-Mat. Nauki 2019, No. 2(27), 55-73 (2019). MSC: 91B44 PDF BibTeX XML Cite \textit{Y. V. Grushko}, Vestn. KRAUNTS, Fiz.-Mat. Nauki 2019, No. 2(27), 55--73 (2019; Zbl 07314674) Full Text: DOI MNR
Nguyen, Thi Thu Thuy; Nguyen, Tien Thanh; Sharma, Rabi; Liew, Alan Wee-Chung A lossless online Bayesian classifier. (English) Zbl 1448.62100 Inf. Sci. 489, 1-17 (2019). MSC: 62H30 68T05 68W27 PDF BibTeX XML Cite \textit{T. T. T. Nguyen} et al., Inf. Sci. 489, 1--17 (2019; Zbl 1448.62100) Full Text: DOI
Viola, Marco; Sangiovanni, Mara; Toraldo, Gerardo; Guarracino, Mario R. Semi-supervised generalized eigenvalues classification. (English) Zbl 1435.65080 Ann. Oper. Res. 276, No. 1-2, 249-266 (2019). MSC: 65H17 65F15 PDF BibTeX XML Cite \textit{M. Viola} et al., Ann. Oper. Res. 276, No. 1--2, 249--266 (2019; Zbl 1435.65080) Full Text: DOI
Nowicka, Melania; Siebert, Heike Designing distributed cell classifier circuits using a genetic algorithm. (English) Zbl 1422.92039 Bortolussi, Luca (ed.) et al., Computational methods in systems biology. 17th international conference, CMSB 2019, Trieste, Italy, September 18–20, 2019. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 11773, 96-119 (2019). MSC: 92C37 90C59 PDF BibTeX XML Cite \textit{M. Nowicka} and \textit{H. Siebert}, Lect. Notes Comput. Sci. 11773, 96--119 (2019; Zbl 1422.92039) Full Text: DOI
Lv, Xiaoyan; Chen, Lichao A support vector machine integration method based on nearest neighbor classification accuracy. (Chinese. English summary) Zbl 1438.68105 J. North Univ. China, Nat. Sci. 40, No. 2, 131-136 (2019). MSC: 68T05 PDF BibTeX XML Cite \textit{X. Lv} and \textit{L. Chen}, J. North Univ. China, Nat. Sci. 40, No. 2, 131--136 (2019; Zbl 1438.68105) Full Text: DOI
Lahmiri, Salim; Bekiros, Stelios Can machine learning approaches predict corporate bankruptcy? Evidence from a qualitative experimental design. (English) Zbl 1420.91492 Quant. Finance 19, No. 9, 1569-1577 (2019). MSC: 91G40 91-08 PDF BibTeX XML Cite \textit{S. Lahmiri} and \textit{S. Bekiros}, Quant. Finance 19, No. 9, 1569--1577 (2019; Zbl 1420.91492) Full Text: DOI
Livieris, Ioannis E.; Kanavos, Andreas; Tampakas, Vassilis; Pintelas, Panagiotis A weighted voting ensemble self-labeled algorithm for the detection of lung abnormalities from X-rays. (English) Zbl 07077439 Algorithms (Basel) 12, No. 3, Paper No. 64, 15 p. (2019). MSC: 68 94 PDF BibTeX XML Cite \textit{I. E. Livieris} et al., Algorithms (Basel) 12, No. 3, Paper No. 64, 15 p. (2019; Zbl 07077439) Full Text: DOI
Qian, Chengde; Tran-Dinh, Quoc; Fu, Sheng; Zou, Changliang; Liu, Yufeng Robust multicategory support matrix machines. (English) Zbl 1415.90080 Math. Program. 176, No. 1-2 (B), 429-463 (2019). MSC: 90C25 90C26 62H30 PDF BibTeX XML Cite \textit{C. Qian} et al., Math. Program. 176, No. 1--2 (B), 429--463 (2019; Zbl 1415.90080) Full Text: DOI
Zafar, Muhammad Bilal; Valera, Isabel; Gomez-Rodriguez, Manuel; Gummadi, Krishna P. Fairness constraints: a flexible approach for fair classification. (English) Zbl 07064055 J. Mach. Learn. Res. 20, Paper No. 75, 42 p. (2019). MSC: 68T05 PDF BibTeX XML Cite \textit{M. B. Zafar} et al., J. Mach. Learn. Res. 20, Paper No. 75, 42 p. (2019; Zbl 07064055) Full Text: Link
Bazan, Jan G.; Szczur, Adam; Skowron, Andrzej; Rzepko, Marian; Król, Paweł; Bajorek, Wojciech; Czarny, Wojciech A classifier based on a decision tree with temporal cuts. (English) Zbl 1412.68276 Fundam. Inform. 165, No. 3-4, 263-281 (2019). MSC: 68T37 68T05 68T20 PDF BibTeX XML Cite \textit{J. G. Bazan} et al., Fundam. Inform. 165, No. 3--4, 263--281 (2019; Zbl 1412.68276) Full Text: DOI
Pirš, Gregor; Štrumbelj, Erik Bayesian combination of probabilistic classifiers using multivariate normal mixtures. (English) Zbl 07049770 J. Mach. Learn. Res. 20, Paper No. 51, 18 p. (2019). MSC: 68T05 PDF BibTeX XML Cite \textit{G. Pirš} and \textit{E. Štrumbelj}, J. Mach. Learn. Res. 20, Paper No. 51, 18 p. (2019; Zbl 07049770) Full Text: Link
Shen, Jiajun; Amit, Yali Deformable classifiers. (English) Zbl 1414.62294 Q. Appl. Math. 77, No. 2, 207-226 (2019). MSC: 62H35 62H30 62P30 PDF BibTeX XML Cite \textit{J. Shen} and \textit{Y. Amit}, Q. Appl. Math. 77, No. 2, 207--226 (2019; Zbl 1414.62294) Full Text: DOI
Pan, Yi; Wang, Shiyuan; Zhang, Qi; Lu, Qianzi; Su, Dongqing; Zuo, Yongchun; Yang, Lei Analysis and prediction of animal toxins by various Chou’s pseudo components and reduced amino acid compositions. (English) Zbl 1406.92205 J. Theor. Biol. 462, 221-229 (2019). MSC: 92C40 68T05 PDF BibTeX XML Cite \textit{Y. Pan} et al., J. Theor. Biol. 462, 221--229 (2019; Zbl 1406.92205) Full Text: DOI
Amorim, Willian P.; Falcão, Alexandre X.; Papa, João P. Multi-label semi-supervised classification through optimum-path forest. (English) Zbl 1441.68202 Inf. Sci. 465, 86-104 (2018). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{W. P. Amorim} et al., Inf. Sci. 465, 86--104 (2018; Zbl 1441.68202) Full Text: DOI
Sardinha, Roosevelt; Paes, Aline; Zaverucha, Gerson Revising the structure of Bayesian network classifiers in the presence of missing data. (English) Zbl 1440.68237 Inf. Sci. 439-440, 108-124 (2018). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{R. Sardinha} et al., Inf. Sci. 439--440, 108--124 (2018; Zbl 1440.68237) Full Text: DOI
Wojciechowski, Szymon A comparison of classification strategies in rule-based classifiers. (English) Zbl 07072096 Log. J. IGPL 26, No. 1, 29-46 (2018). MSC: 03 68 PDF BibTeX XML Cite \textit{S. Wojciechowski}, Log. J. IGPL 26, No. 1, 29--46 (2018; Zbl 07072096) Full Text: DOI
Tal, Omri; Tran, Tat Dat New perspectives on multilocus ancestry informativeness. (English) Zbl 1409.92178 Math. Biosci. 306, 60-81 (2018). MSC: 92D15 92D10 PDF BibTeX XML Cite \textit{O. Tal} and \textit{T. D. Tran}, Math. Biosci. 306, 60--81 (2018; Zbl 1409.92178) Full Text: DOI
Benjumeda, Marco; Bielza, Concha; Larrañaga, Pedro Tractability of most probable explanations in multidimensional Bayesian network classifiers. (English) Zbl 1452.68146 Int. J. Approx. Reasoning 93, 74-87 (2018). MSC: 68T05 62H22 62H30 PDF BibTeX XML Cite \textit{M. Benjumeda} et al., Int. J. Approx. Reasoning 93, 74--87 (2018; Zbl 1452.68146) Full Text: DOI
Cerruela García, Gonzalo; García-Pedrajas, Nicolás; Luque Ruiz, Irene; Gómez-Nieto, Miguel Ángel An ensemble approach for in silico prediction of Ames mutagenicity. (English) Zbl 1401.92075 J. Math. Chem. 56, No. 7, 2085-2098 (2018). MSC: 92C40 62P10 PDF BibTeX XML Cite \textit{G. Cerruela García} et al., J. Math. Chem. 56, No. 7, 2085--2098 (2018; Zbl 1401.92075) Full Text: DOI
Aggarwal, Charu C. Machine learning for text. (English) Zbl 1395.68001 Cham: Springer (ISBN 978-3-319-73530-6/hbk; 978-3-319-73531-3/ebook). xxiii, 493 p. (2018). Reviewer: Irina Ioana Mohorianu (Oxford) MSC: 68-01 68-02 62H30 68P20 68T05 68T50 PDF BibTeX XML Cite \textit{C. C. Aggarwal}, Machine learning for text. Cham: Springer (2018; Zbl 1395.68001) Full Text: DOI
Maximov, Yury; Amini, Massih-Reza; Harchaoui, Zaid Rademacher complexity bounds for a penalized multi-class semi-supervised algorithm. (English) Zbl 1443.68150 J. Artif. Intell. Res. (JAIR) 61, 761-786 (2018). MSC: 68T05 62H30 68T10 PDF BibTeX XML Cite \textit{Y. Maximov} et al., J. Artif. Intell. Res. (JAIR) 61, 761--786 (2018; Zbl 1443.68150) Full Text: DOI
Kordík, Pavel; Černý, Jan; Frýda, Tomáš Discovering predictive ensembles for transfer learning and meta-learning. (English) Zbl 06855216 Mach. Learn. 107, No. 1, 177-207 (2018). MSC: 68T05 PDF BibTeX XML Cite \textit{P. Kordík} et al., Mach. Learn. 107, No. 1, 177--207 (2018; Zbl 06855216) Full Text: DOI
Mirylenka, Katsiaryna; Giannakopoulos, George; Do, Le Minh; Palpanas, Themis On classifier behavior in the presence of mislabeling noise. (English) Zbl 1411.68116 Data Min. Knowl. Discov. 31, No. 3, 661-701 (2017). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{K. Mirylenka} et al., Data Min. Knowl. Discov. 31, No. 3, 661--701 (2017; Zbl 1411.68116) Full Text: DOI
Krautenbacher, Norbert; Theis, Fabian J.; Fuchs, Christiane Correcting classifiers for sample selection bias in two-phase case-control studies. (English) Zbl 1398.92012 Comput. Math. Methods Med. 2017, Article ID 7847531, 18 p. (2017). MSC: 92B15 62P10 62D05 92D30 PDF BibTeX XML Cite \textit{N. Krautenbacher} et al., Comput. Math. Methods Med. 2017, Article ID 7847531, 18 p. (2017; Zbl 1398.92012) Full Text: DOI
Blagus, Rok; Lusa, Lara Gradient boosting for high-dimensional prediction of rare events. (English) Zbl 06917594 Comput. Stat. Data Anal. 113, 19-37 (2017). MSC: 62 PDF BibTeX XML Cite \textit{R. Blagus} and \textit{L. Lusa}, Comput. Stat. Data Anal. 113, 19--37 (2017; Zbl 06917594) Full Text: DOI
Mekh, M. A.; Hodashinsky, I. A. Comparative analysis of differential evolution methods to optimize parameters of fuzzy classifiers. (English. Russian original) Zbl 1385.93074 J. Comput. Syst. Sci. Int. 56, No. 4, 616-626 (2017); translation from Izv. Ross. Akad. Nauk, Teor. Sist. Upravl. 2017, No. 4, 65-75 (2017). MSC: 93E03 68P05 90C70 62H30 PDF BibTeX XML Cite \textit{M. A. Mekh} and \textit{I. A. Hodashinsky}, J. Comput. Syst. Sci. Int. 56, No. 4, 616--626 (2017; Zbl 1385.93074); translation from Izv. Ross. Akad. Nauk, Teor. Sist. Upravl. 2017, No. 4, 65--75 (2017) Full Text: DOI
Benavoli, Alessio; Corani, Giorgio; Demšar, Janez; Zaffalon, Marco Time for a change: a tutorial for comparing multiple classifiers through Bayesian analysis. (English) Zbl 1440.62237 J. Mach. Learn. Res. 18(2017-2018), Paper No. 77, 36 p. (2017). MSC: 62H30 62H20 62F03 62F15 PDF BibTeX XML Cite \textit{A. Benavoli} et al., J. Mach. Learn. Res. 18, Paper No. 77, 36 p. (2017; Zbl 1440.62237) Full Text: Link
Alon, Noga; Moran, Shay; Yehudayoff, Amir Sign rank versus Vapnik-Chervonenkis dimension. (English. Russian original) Zbl 06856732 Sb. Math. 208, No. 12, 1724-1757 (2017); translation from Mat. Sb. 208, No. 12, 4-41 (2017). MSC: 03D15 05A05 15A60 68T05 68Q32 PDF BibTeX XML Cite \textit{N. Alon} et al., Sb. Math. 208, No. 12, 1724--1757 (2017; Zbl 06856732); translation from Mat. Sb. 208, No. 12, 4--41 (2017) Full Text: DOI
Djukova, E. V.; Zhuravlev, Yu. I.; Prokofjev, P. A. Logical correctors in the problem of classification by precedents. (English. Russian original) Zbl 1423.68399 Comput. Math. Math. Phys. 57, No. 11, 1866-1886 (2017); translation from Zh. Vychisl. Mat. Mat. Fiz. 57, No. 11, 1906-1927 (2017). MSC: 68T10 68T05 PDF BibTeX XML Cite \textit{E. V. Djukova} et al., Comput. Math. Math. Phys. 57, No. 11, 1866--1886 (2017; Zbl 1423.68399); translation from Zh. Vychisl. Mat. Mat. Fiz. 57, No. 11, 1906--1927 (2017) Full Text: DOI
Abellán, Joaquín; Castellano, Javier G.; Mantas, Carlos J. A new robust classifier on noise domains: bagging of Credal C4.5 trees. (English) Zbl 1380.68327 Complexity 2017, Article ID 9023970, 17 p. (2017). MSC: 68T05 68T35 PDF BibTeX XML Cite \textit{J. Abellán} et al., Complexity 2017, Article ID 9023970, 17 p. (2017; Zbl 1380.68327) Full Text: DOI
Kubat, Miroslav An introduction to machine learning. 2nd edition. (English) Zbl 1375.68001 Cham: Springer (ISBN 978-3-319-63912-3/hbk; 978-3-319-63913-0/ebook). xiii, 348 p. (2017). MSC: 68-01 68T05 PDF BibTeX XML Cite \textit{M. Kubat}, An introduction to machine learning. 2nd edition. Cham: Springer (2017; Zbl 1375.68001) Full Text: DOI
Wang, Shuangcheng; Gao, Rui; Du, Ruijie Learning and optimization of dynamic naive Bayesian classifiers for small time series. (Chinese. English summary) Zbl 1389.68087 Control Decis. 32, No. 1, 163-166 (2017). MSC: 68T05 62H30 62M10 91B84 PDF BibTeX XML Cite \textit{S. Wang} et al., Control Decis. 32, No. 1, 163--166 (2017; Zbl 1389.68087) Full Text: DOI
Guermeur, Yann \(L_{p}\)-norm Sauer-Shelah lemma for margin multi-category classifiers. (English) Zbl 1372.68223 J. Comput. Syst. Sci. 89, 450-473 (2017). MSC: 68T05 62H30 68T10 PDF BibTeX XML Cite \textit{Y. Guermeur}, J. Comput. Syst. Sci. 89, 450--473 (2017; Zbl 1372.68223) Full Text: DOI
Makhalova, Tatiana; Kuznetsov, Sergei O. On overfitting of classifiers making a lattice. (English) Zbl 06764353 Bertet, Karell (ed.) et al., Formal concept analysis. 14th international conference, ICFCA 2017, Rennes, France, June 13–16, 2017. Proceedings. Cham: Springer (ISBN 978-3-319-59270-1/pbk; 978-3-319-59271-8/ebook). Lecture Notes in Computer Science 10308. Lecture Notes in Artificial Intelligence, 184-197 (2017). MSC: 68T30 PDF BibTeX XML Cite \textit{T. Makhalova} and \textit{S. O. Kuznetsov}, Lect. Notes Comput. Sci. 10308, 184--197 (2017; Zbl 06764353) Full Text: DOI
Tenne, Yoel Machine-learning in optimization of expensive black-box functions. (English) Zbl 1367.90070 Int. J. Appl. Math. Comput. Sci. 27, No. 1, 105-118 (2017). MSC: 90B99 68T05 PDF BibTeX XML Cite \textit{Y. Tenne}, Int. J. Appl. Math. Comput. Sci. 27, No. 1, 105--118 (2017; Zbl 1367.90070) Full Text: DOI
de la Rosa, Tomás; Fuentetaja, Raquel Bagging strategies for learning planning policies. (English) Zbl 1409.68269 Ann. Math. Artif. Intell. 79, No. 4, 291-305 (2017). MSC: 68T20 68T05 PDF BibTeX XML Cite \textit{T. de la Rosa} and \textit{R. Fuentetaja}, Ann. Math. Artif. Intell. 79, No. 4, 291--305 (2017; Zbl 1409.68269) Full Text: DOI
Bolt, Janneke H.; van der Gaag, Linda C. Balanced sensitivity functions for tuning multi-dimensional Bayesian network classifiers. (English) Zbl 1401.62093 Int. J. Approx. Reasoning 80, 361-376 (2017). MSC: 62H30 68T05 PDF BibTeX XML Cite \textit{J. H. Bolt} and \textit{L. C. van der Gaag}, Int. J. Approx. Reasoning 80, 361--376 (2017; Zbl 1401.62093) Full Text: DOI
Singh, Pawan Kumar; Sarkar, Ram; Nasipuri, Mita Significance of non-parametric statistical tests for comparison of classifiers over multiple datasets. (English) Zbl 1453.62473 Int. J. Comput. Sci. Math. 7, No. 5, 410-442 (2016). MSC: 62G10 62R07 PDF BibTeX XML Cite \textit{P. K. Singh} et al., Int. J. Comput. Sci. Math. 7, No. 5, 410--442 (2016; Zbl 1453.62473) Full Text: DOI
Kangin, Dmitry; Angelov, Plamen; Iglesias, José Antonio Autonomously evolving classifier TEDAClass. (English) Zbl 1427.68267 Inf. Sci. 366, 1-11 (2016). MSC: 68T05 62H30 68T10 PDF BibTeX XML Cite \textit{D. Kangin} et al., Inf. Sci. 366, 1--11 (2016; Zbl 1427.68267) Full Text: DOI
Long, Chengjiang; Hua, Gang; Kapoor, Ashish A joint Gaussian process model for active visual recognition with expertise estimation in crowdsourcing. (English) Zbl 1398.68450 Int. J. Comput. Vis. 116, No. 2, 136-160 (2016). MSC: 68T05 62H30 68T45 PDF BibTeX XML Cite \textit{C. Long} et al., Int. J. Comput. Vis. 116, No. 2, 136--160 (2016; Zbl 1398.68450) Full Text: DOI
Byczkowska-Lipinska, Liliana; Wosiak, Agnieszka Hybrid classification of high-dimensional biomedical tumour datasets. (English) Zbl 06836313 Kowalczuk, Zdzisław (ed.), Advanced and intelligent computations in diagnosis and control. Selected papers based on the presentations at the 12th international conference on diagnostics of processes and systems, DPS, Ustka, Poland, September 6–9, 2015. Cham: Springer (ISBN 978-3-319-23179-2/pbk; 978-3-319-23180-8/ebook). Advances in Intelligent Systems and Computing 386, 287-298 (2016). MSC: 62H30 PDF BibTeX XML Cite \textit{L. Byczkowska-Lipinska} and \textit{A. Wosiak}, Adv. Intell. Syst. Comput. 386, 287--298 (2016; Zbl 06836313) Full Text: DOI
Wang, Yongsheng; Zheng, Xuefeng An ensemble classifier based on attribute measurement of rough sets. (Chinese. English summary) Zbl 1374.68436 Chin. J. Eng. 38, No. 3, 425-431 (2016). MSC: 68T05 62H30 68T37 PDF BibTeX XML Cite \textit{Y. Wang} and \textit{X. Zheng}, Chin. J. Eng. 38, No. 3, 425--431 (2016; Zbl 1374.68436) Full Text: DOI
Shu, Xing; Yu, Huimin; Zheng, Weiwei; Xie, Yi; Hu, Haoji; Tang, Huiming Classifier-designing algorithm on a small dataset based on margin Fisher criterion and transfer learning. (Chinese. English summary) Zbl 1374.68423 Acta Autom. Sin. 42, No. 9, 1313-1321 (2016). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{X. Shu} et al., Acta Autom. Sin. 42, No. 9, 1313--1321 (2016; Zbl 1374.68423) Full Text: DOI
Bshouty, Nader H.; Haddad-Zaknoon, Catherine A. The maximum cosine framework for deriving perceptron based linear classifiers. (English) Zbl 06650172 Ortner, Ronald (ed.) et al., Algorithmic learning theory. 27th international conference, ALT 2016, Bari, Italy, October 19–21, 2016, Proceedings. Cham: Springer (ISBN 978-3-319-46378-0/pbk; 978-3-319-46379-7/ebook). Lecture Notes in Computer Science 9925. Lecture Notes in Artificial Intelligence, 207-222 (2016). MSC: 68Q32 PDF BibTeX XML Cite \textit{N. H. Bshouty} and \textit{C. A. Haddad-Zaknoon}, Lect. Notes Comput. Sci. 9925, 207--222 (2016; Zbl 06650172) Full Text: DOI
Zaidi, Nayyar A.; Webb, Geoffrey I.; Carman, Mark J.; Petitjean, François; Cerquides, Jesús \(\text{ALR}^n\): accelerated higher-order logistic regression. (English) Zbl 1386.68147 Mach. Learn. 104, No. 2-3, 151-194 (2016). MSC: 68T05 62H30 62J02 PDF BibTeX XML Cite \textit{N. A. Zaidi} et al., Mach. Learn. 104, No. 2--3, 151--194 (2016; Zbl 1386.68147) Full Text: DOI
Lapuschkin, Sebastian; Binder, Alexander; Montavon, Grégoire; Müller, Klaus-Robert; Samek, Wojciech The LRP toolbox for artificial neural networks. (English) Zbl 1367.68232 J. Mach. Learn. Res. 17, Paper No. 114, 5 p. (2016). MSC: 68T05 62H30 68T45 92B20 PDF BibTeX XML Cite \textit{S. Lapuschkin} et al., J. Mach. Learn. Res. 17, Paper No. 114, 5 p. (2016; Zbl 1367.68232) Full Text: Link
Makinde, Olusola Samuel On misclassification probabilities of linear and quadratic classifiers. (English. French summary) Zbl 1342.62108 Afr. Stat. 11, No. 1, 943-953 (2016). MSC: 62H30 60E05 PDF BibTeX XML Cite \textit{O. S. Makinde}, Afr. Stat. 11, No. 1, 943--953 (2016; Zbl 1342.62108) Full Text: DOI Euclid
Li, Jian-Hui; Wang, Fang; Li, Jin-Wei; Zou, Rui-Biao; Liao, Gui-Ping Multifractal methods for rapeseed nitrogen nutrition qualitative diagnosis modeling. (English) Zbl 1358.92018 Int. J. Biomath. 9, No. 4, Article ID 1650064, 13 p. (2016). MSC: 92B10 92C80 68T05 92-08 PDF BibTeX XML Cite \textit{J.-H. Li} et al., Int. J. Biomath. 9, No. 4, Article ID 1650064, 13 p. (2016; Zbl 1358.92018) Full Text: DOI
Arias, Jacinto; Gamez, Jose A.; Nielsen, Thomas D.; Puerta, Jose M. A scalable pairwise class interaction framework for multidimensional classification. (English) Zbl 1346.68152 Int. J. Approx. Reasoning 68, 194-210 (2016). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{J. Arias} et al., Int. J. Approx. Reasoning 68, 194--210 (2016; Zbl 1346.68152) Full Text: DOI
Ramírez-Corona, Mallinali; Sucar, L. Enrique; Morales, Eduardo F. Hierarchical multilabel classification based on path evaluation. (English) Zbl 1346.68163 Int. J. Approx. Reasoning 68, 179-193 (2016). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{M. Ramírez-Corona} et al., Int. J. Approx. Reasoning 68, 179--193 (2016; Zbl 1346.68163) Full Text: DOI
Górecki, T. Sequential combining in discriminant analysis. (English) Zbl 07269554 J. Appl. Stat. 42, No. 2, 398-408 (2015). MSC: 62 PDF BibTeX XML Cite \textit{T. Górecki}, J. Appl. Stat. 42, No. 2, 398--408 (2015; Zbl 07269554) Full Text: DOI
Bobrowski, Leon; Topczewska, Magdalena Linearizing layers of radial binary classifiers with movable centers. (English) Zbl 1428.62265 PAA, Pattern Anal. Appl. 18, No. 4, 771-781 (2015). MSC: 62H30 PDF BibTeX XML Cite \textit{L. Bobrowski} and \textit{M. Topczewska}, PAA, Pattern Anal. Appl. 18, No. 4, 771--781 (2015; Zbl 1428.62265) Full Text: DOI
Kercheval, Alec N.; Zhang, Yuan Modelling high-frequency limit order book dynamics with support vector machines. (English) Zbl 1406.91511 Quant. Finance 15, No. 8, 1315-1329 (2015). MSC: 91G99 68T05 93E10 93E14 60G35 60H07 PDF BibTeX XML Cite \textit{A. N. Kercheval} and \textit{Y. Zhang}, Quant. Finance 15, No. 8, 1315--1329 (2015; Zbl 1406.91511) Full Text: DOI
Hamidzadeh, Javad; Monsefi, Reza; Sadoghi Yazdi, Hadi IRAHC: instance reduction algorithm using hyperrectangle clustering. (English) Zbl 1374.68385 Pattern Recognition 48, No. 5, 1878-1889 (2015). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{J. Hamidzadeh} et al., Pattern Recognition 48, No. 5, 1878--1889 (2015; Zbl 1374.68385) Full Text: DOI
Lyubashenko, V. V. Homotopy cooperads. (English) Zbl 1437.18013 Mat. Stud. 44, No. 2, 119-160 (2015). MSC: 18M60 18C15 PDF BibTeX XML Cite \textit{V. V. Lyubashenko}, Mat. Stud. 44, No. 2, 119--160 (2015; Zbl 1437.18013) Full Text: DOI
Wang, Shuangcheng; Gao, Rui; Du, Ruijie Dependency extension of naive Bayesian classifiers based on Gaussian kernel function. (Chinese. English summary) Zbl 1349.68166 Control Decis. 30, No. 12, 2280-2284 (2015). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{S. Wang} et al., Control Decis. 30, No. 12, 2280--2284 (2015; Zbl 1349.68166) Full Text: DOI
Wang, Shuangcheng; Gao, Rui; Du, Ruijie Restricted Gaussian classification network. (Chinese. English summary) Zbl 1349.68165 Acta Autom. Sin. 41, No. 12, 2164-2176 (2015). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{S. Wang} et al., Acta Autom. Sin. 41, No. 12, 2164--2176 (2015; Zbl 1349.68165) Full Text: DOI
Kaså, Martin A logic for trial and error classifiers. (English) Zbl 1369.03107 J. Logic Lang. Inf. 24, No. 3, 307-322 (2015). MSC: 03B60 PDF BibTeX XML Cite \textit{M. Kaså}, J. Logic Lang. Inf. 24, No. 3, 307--322 (2015; Zbl 1369.03107) Full Text: DOI
Yang, Yi; Zou, Hui A fast unified algorithm for solving group-lasso penalize learning problems. (English) Zbl 1331.62343 Stat. Comput. 25, No. 6, 1129-1141 (2015). MSC: 62J05 62J07 62-04 PDF BibTeX XML Cite \textit{Y. Yang} and \textit{H. Zou}, Stat. Comput. 25, No. 6, 1129--1141 (2015; Zbl 1331.62343) Full Text: DOI
Sabato, Sivan; Shalev-Shwartz, Shai; Srebro, Nathan; Hsu, Daniel; Zhang, Tong Learning sparse low-threshold linear classifiers. (English) Zbl 1351.68231 J. Mach. Learn. Res. 16, 1275-1304 (2015). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{S. Sabato} et al., J. Mach. Learn. Res. 16, 1275--1304 (2015; Zbl 1351.68231) Full Text: Link
Jain, Brijnesh J. Generalized gradient learning on time series. (English) Zbl 1341.68157 Mach. Learn. 100, No. 2-3, 587-608 (2015). MSC: 68T05 62H12 62H30 62M10 PDF BibTeX XML Cite \textit{B. J. Jain}, Mach. Learn. 100, No. 2--3, 587--608 (2015; Zbl 1341.68157) Full Text: DOI
Corani, Giorgio; Benavoli, Alessio A Bayesian approach for comparing cross-validated algorithms on multiple data sets. (English) Zbl 1341.62088 Mach. Learn. 100, No. 2-3, 285-304 (2015). MSC: 62F15 PDF BibTeX XML Cite \textit{G. Corani} and \textit{A. Benavoli}, Mach. Learn. 100, No. 2--3, 285--304 (2015; Zbl 1341.62088) Full Text: DOI
Larsson, Staffan Formal semantics for perceptual classification. (English) Zbl 1322.03024 J. Log. Comput. 25, No. 2, 335-369 (2015). MSC: 03B65 91F20 PDF BibTeX XML Cite \textit{S. Larsson}, J. Log. Comput. 25, No. 2, 335--369 (2015; Zbl 1322.03024) Full Text: DOI
Aram, Reza Zohouri; Charkari, Nasrollah Moghadam A two-layer classification framework for protein fold recognition. (English) Zbl 1314.92116 J. Theor. Biol. 365, 32-39 (2015). MSC: 92D20 PDF BibTeX XML Cite \textit{R. Z. Aram} and \textit{N. M. Charkari}, J. Theor. Biol. 365, 32--39 (2015; Zbl 1314.92116) Full Text: DOI
Paindaveine, Davy; van Bever, Germain Nonparametrically consistent depth-based classifiers. (English) Zbl 1359.62258 Bernoulli 21, No. 1, 62-82 (2015). MSC: 62H30 62G20 PDF BibTeX XML Cite \textit{D. Paindaveine} and \textit{G. van Bever}, Bernoulli 21, No. 1, 62--82 (2015; Zbl 1359.62258) Full Text: DOI Euclid arXiv
Nanni, Loris; Lumini, Alessandra; Brahnam, Sheryl A set of descriptors for identifying the protein-drug interaction in cellular networking. (English) Zbl 1412.92099 J. Theor. Biol. 359, 120-128 (2014). MSC: 92C40 92D20 PDF BibTeX XML Cite \textit{L. Nanni} et al., J. Theor. Biol. 359, 120--128 (2014; Zbl 1412.92099) Full Text: DOI
Lorca, Pedro; Landajo, Manuel; de Andrés, Javier Nonparametric quantile regression-based classifiers for bankruptcy forecasting. (English) Zbl 1397.62554 J. Forecast. 33, No. 2, 124-133 (2014). MSC: 62P20 62F05 62G08 PDF BibTeX XML Cite \textit{P. Lorca} et al., J. Forecast. 33, No. 2, 124--133 (2014; Zbl 1397.62554) Full Text: DOI
Nanni, Loris; Brahnam, Sheryl; Lumini, Alessandra Prediction of protein structure classes by incorporating different protein descriptors into general Chou’s pseudo amino acid composition. (English) Zbl 1343.92387 J. Theor. Biol. 360, 109-116 (2014). MSC: 92D20 92-08 PDF BibTeX XML Cite \textit{L. Nanni} et al., J. Theor. Biol. 360, 109--116 (2014; Zbl 1343.92387) Full Text: DOI
Shao, Yuan-Hai; Chen, Wei-Jie; Deng, Nai-Yang Nonparallel hyperplane support vector machine for binary classification problems. (English) Zbl 1328.68173 Inf. Sci. 263, 22-35 (2014). MSC: 68T05 62H30 68T10 PDF BibTeX XML Cite \textit{Y.-H. Shao} et al., Inf. Sci. 263, 22--35 (2014; Zbl 1328.68173) Full Text: DOI
Flores, M. Julia; Gámez, José A.; Martínez, Ana M. Domains of competence of the semi-naive Bayesian network classifiers. (English) Zbl 1328.68162 Inf. Sci. 260, 120-148 (2014). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{M. J. Flores} et al., Inf. Sci. 260, 120--148 (2014; Zbl 1328.68162) Full Text: DOI
Raju, G.; Moni, Bindu S.; Nair, Madhu S. A novel handwritten character recognition system using gradient based features and run length count. (English) Zbl 1322.68171 Sādhanā 39, No. 6, 1333-1355 (2014). MSC: 68T10 PDF BibTeX XML Cite \textit{G. Raju} et al., Sādhanā 39, No. 6, 1333--1355 (2014; Zbl 1322.68171) Full Text: DOI
Tran, Hoai Linh; Pham, Van Nam; Vuong, Hoang Nam Multiple neural network integration using a binary decision tree to improve the ECG signal recognition accuracy. (English) Zbl 1322.94040 Int. J. Appl. Math. Comput. Sci. 24, No. 3, 647-655 (2014). MSC: 94A12 92C50 92C20 92B20 62H30 PDF BibTeX XML Cite \textit{H. L. Tran} et al., Int. J. Appl. Math. Comput. Sci. 24, No. 3, 647--655 (2014; Zbl 1322.94040) Full Text: DOI
Bagirov, Adil M.; Kasimbeyli, Refail; Öztürk, Gürkan; Ugon, Julien Piecewise linear classifiers based on nonsmooth optimization approaches. (English) Zbl 1327.49056 Rassias, Themistocles M. (ed.) et al., Optimization in science and engineering. In honor of the 60th birthday of Panos M. Pardalos. New York, NY: Springer (ISBN 978-1-4939-0807-3/hbk; 978-1-4939-0808-0/ebook). 1-32 (2014). MSC: 49M30 49J52 49J35 68T10 68T05 62H30 PDF BibTeX XML Cite \textit{A. M. Bagirov} et al., in: Optimization in science and engineering. In honor of the 60th birthday of Panos M. Pardalos. New York, NY: Springer. 1--32 (2014; Zbl 1327.49056) Full Text: DOI
Villa, S.; Stella, F. A continuous time Bayesian network classifier for intraday FX prediction. (English) Zbl 1402.91818 Quant. Finance 14, No. 12, 2079-2092 (2014). MSC: 91G20 62P05 62M20 62F15 PDF BibTeX XML Cite \textit{S. Villa} and \textit{F. Stella}, Quant. Finance 14, No. 12, 2079--2092 (2014; Zbl 1402.91818) Full Text: DOI
Ayerdi, Borja; Graña, Manuel Hybrid extreme rotation forest. (English) Zbl 1308.68089 Neural Netw. 52, 33-42 (2014). MSC: 68T05 68T10 PDF BibTeX XML Cite \textit{B. Ayerdi} and \textit{M. Graña}, Neural Netw. 52, 33--42 (2014; Zbl 1308.68089) Full Text: DOI
Bielza, Concha; Larrañaga, Pedro Discrete Bayesian network classifiers: a survey. (English) Zbl 1322.68147 ACM Comput. Surv. 47, No. 1, Paper No. 5, 43 p. (2014). MSC: 68T05 68T37 68-02 PDF BibTeX XML Cite \textit{C. Bielza} and \textit{P. Larrañaga}, ACM Comput. Surv. 47, No. 1, Paper No. 5, 43 p. (2014; Zbl 1322.68147) Full Text: DOI
Fernández-Delgado, Manuel; Cernadas, Eva; Barro, Senén; Amorim, Dinani Do we need hundreds of classifiers to solve real world classification problems? (English) Zbl 1319.62005 J. Mach. Learn. Res. 15, 3133-3181 (2014). MSC: 62-07 62H30 68T05 PDF BibTeX XML Cite \textit{M. Fernández-Delgado} et al., J. Mach. Learn. Res. 15, 3133--3181 (2014; Zbl 1319.62005) Full Text: Link
Xu, Zhixiang (Eddie); Kusner, Matt J.; Weinberger, Kilian Q.; Chen, Minmin; Chapelle, Olivier Classifier cascades and trees for minimizing feature evaluation cost. (English) Zbl 1318.68160 J. Mach. Learn. Res. 15, 2113-2144 (2014). MSC: 68T05 62H30 68M11 PDF BibTeX XML Cite \textit{Z. Xu} et al., J. Mach. Learn. Res. 15, 2113--2144 (2014; Zbl 1318.68160) Full Text: Link
Zhu, Jun; Chen, Ning; Perkins, Hugh; Zhang, Bo Gibbs max-margin topic models with data augmentation. (English) Zbl 1318.68161 J. Mach. Learn. Res. 15, 1073-1110 (2014). MSC: 68T05 62F15 62H30 PDF BibTeX XML Cite \textit{J. Zhu} et al., J. Mach. Learn. Res. 15, 1073--1110 (2014; Zbl 1318.68161) Full Text: Link
Jeyakumar, V.; Li, G.; Suthaharan, S. Support vector machine classifiers with uncertain knowledge sets via robust optimization. (English) Zbl 1298.65104 Optimization 63, No. 7, 1099-1116 (2014). Reviewer: Hans Benker (Merseburg) MSC: 65K10 90C25 90C20 68T30 65K05 68T45 PDF BibTeX XML Cite \textit{V. Jeyakumar} et al., Optimization 63, No. 7, 1099--1116 (2014; Zbl 1298.65104) Full Text: DOI
Dutta, Subhajit; Chaudhuri, Probal; Ghosh, Anil K. Linear discriminant analysis of character sequences using occurrences of words. (English) Zbl 06290107 Stat. Sin. 24, No. 1, 493-514 (2014). MSC: 62H30 62F15 60J99 65C60 PDF BibTeX XML Cite \textit{S. Dutta} et al., Stat. Sin. 24, No. 1, 493--514 (2014; Zbl 06290107) Full Text: DOI
López-Cruz, Pedro L.; Bielza, Concha; Larrañaga, Pedro Learning mixtures of polynomials of multidimensional probability densities from data using B-spline interpolation. (English) Zbl 1390.68544 Int. J. Approx. Reasoning 55, No. 4, 989-1010 (2014). MSC: 68T05 62H12 62H30 65D05 65D07 PDF BibTeX XML Cite \textit{P. L. López-Cruz} et al., Int. J. Approx. Reasoning 55, No. 4, 989--1010 (2014; Zbl 1390.68544) Full Text: DOI
Górecki, T. Sequential correction of linear classifiers. (English) Zbl 07265829 J. Appl. Stat. 40, No. 4, 763-776 (2013). MSC: 62 PDF BibTeX XML Cite \textit{T. Górecki}, J. Appl. Stat. 40, No. 4, 763--776 (2013; Zbl 07265829) Full Text: DOI
Carvalho, Alexandra M.; Adão, Pedro; Mateus, Paulo Efficient approximation of the conditional relative entropy with applications to discriminative learning of Bayesian network classifiers. (English) Zbl 1398.94071 Entropy 15, No. 7, 2716-2735 (2013). MSC: 94A17 68T05 62H30 PDF BibTeX XML Cite \textit{A. M. Carvalho} et al., Entropy 15, No. 7, 2716--2735 (2013; Zbl 1398.94071) Full Text: DOI
Zhai, Junhai; Xu, Hongyu; Li, Yan Fusion of extreme learning machine with fuzzy integral. (English) Zbl 1322.68164 Int. J. Uncertain. Fuzziness Knowl.-Based Syst. 21, Suppl. 2, 23-34 (2013). MSC: 68T05 28E10 PDF BibTeX XML Cite \textit{J. Zhai} et al., Int. J. Uncertain. Fuzziness Knowl.-Based Syst. 21, 23--34 (2013; Zbl 1322.68164) Full Text: DOI
Basile, F.; Cordone, R.; Piroddi, L. Integrated design of optimal supervisors for the enforcement of static and behavioral specifications in Petri net models. (English) Zbl 1315.93059 Automatica 49, No. 11, 3432-3439 (2013). MSC: 93C65 93A13 90C57 PDF BibTeX XML Cite \textit{F. Basile} et al., Automatica 49, No. 11, 3432--3439 (2013; Zbl 1315.93059) Full Text: DOI
Benecke, Scott; Jeske, Daniel R.; Reugger, Paul; Borneman, James Bayes neutral zone classifiers with applications to nonparametric unsupervised settings. (English) Zbl 1302.62243 J. Agric. Biol. Environ. Stat. 18, No. 1, 39-52 (2013). MSC: 62P12 PDF BibTeX XML Cite \textit{S. Benecke} et al., J. Agric. Biol. Environ. Stat. 18, No. 1, 39--52 (2013; Zbl 1302.62243) Full Text: DOI
Long, Philip M.; Servedio, Rocco A. Algorithms and hardness results for parallel large margin learning. (English) Zbl 1317.68172 J. Mach. Learn. Res. 14, 3105-3128 (2013). MSC: 68T05 62H25 62H30 68Q17 68W10 PDF BibTeX XML Cite \textit{P. M. Long} and \textit{R. A. Servedio}, J. Mach. Learn. Res. 14, 3105--3128 (2013; Zbl 1317.68172) Full Text: Link
Gonen, Alon; Sabato, Sivan; Shalev-Shwartz, Shai Efficient active learning of halfspaces: an aggressive approach. (English) Zbl 1317.68160 J. Mach. Learn. Res. 14, 2583-2615 (2013). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{A. Gonen} et al., J. Mach. Learn. Res. 14, 2583--2615 (2013; Zbl 1317.68160) Full Text: Link
Sabato, Sivan; Srebro, Nathan; Tishby, Naftali Distribution-dependent sample complexity of large margin learning. (English) Zbl 1317.68186 J. Mach. Learn. Res. 14, 2119-2149 (2013). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{S. Sabato} et al., J. Mach. Learn. Res. 14, 2119--2149 (2013; Zbl 1317.68186) Full Text: Link arXiv
Wang, Hui; Tan, Guoping; Wang, Shuangcheng A method of dynamic Bayesian networks for economic growth impacting analysis. (Chinese. English summary) Zbl 1313.91114 J. Northeast Norm. Univ., Nat. Sci. Ed. 45, No. 4, 50-54 (2013). MSC: 91B62 68T35 62F15 PDF BibTeX XML Cite \textit{H. Wang} et al., J. Northeast Norm. Univ., Nat. Sci. Ed. 45, No. 4, 50--54 (2013; Zbl 1313.91114) Full Text: DOI
Parvez, Mohammad Tanvir; Mahmoud, Sabri A. Offline Arabic handwritten text recognition: a survey. (English) Zbl 1293.68247 ACM Comput. Surv. 45, No. 2, Paper No. 11, 35 p. (2013). MSC: 68T10 68U15 68-02 PDF BibTeX XML Cite \textit{M. T. Parvez} and \textit{S. A. Mahmoud}, ACM Comput. Surv. 45, No. 2, Paper No. 11, 35 p. (2013; Zbl 1293.68247) Full Text: DOI
Amin, Talha; Chikalov, Igor; Moshkov, Mikhail; Zielosko, Beata Classifiers based on optimal decision rules. (English) Zbl 1275.68114 Fundam. Inform. 127, No. 1-4, 151-160 (2013). MSC: 68T05 90C39 PDF BibTeX XML Cite \textit{T. Amin} et al., Fundam. Inform. 127, No. 1--4, 151--160 (2013; Zbl 1275.68114) Full Text: DOI
Biau, Gérard; Devroye, Luc Cellular tree classifiers. (English) Zbl 1293.62067 Electron. J. Stat. 7, 1875-1912 (2013). MSC: 62G05 62G20 62H30 68T10 PDF BibTeX XML Cite \textit{G. Biau} and \textit{L. Devroye}, Electron. J. Stat. 7, 1875--1912 (2013; Zbl 1293.62067) Full Text: DOI Euclid
Bagirov, Adil M.; Ugon, Julien; Webb, Dean; Ozturk, Gurkan; Kasimbeyli, Refail A novel piecewise linear classifier based on polyhedral conic and max-min separabilities. (English) Zbl 1263.65051 Top 21, No. 1, 3-24 (2013). MSC: 65K05 90C25 PDF BibTeX XML Cite \textit{A. M. Bagirov} et al., Top 21, No. 1, 3--24 (2013; Zbl 1263.65051) Full Text: DOI