Carbin, Michael; Misailovic, Sasa Programming unreliable hardware. (English) Zbl 07311055 Barthe, Gilles (ed.) et al., Foundations of probabilistic programming. Cambridge: Cambridge University Press (ISBN 978-1-108-48851-8/hbk; 978-1-108-77075-0/ebook). 533-568 (2021). MSC: 68N01 PDF BibTeX XML Cite \textit{M. Carbin} and \textit{S. Misailovic}, in: Foundations of probabilistic programming. Cambridge: Cambridge University Press. 533--568 (2021; Zbl 07311055) Full Text: DOI
Gordon, Andrew D.; Russo, Claudio; Szymczak, Marcin; Borgström, Johannes; Rolland, Nicolas; Graepel, Thore; Tarlow, Daniel Tabular: probabilistic inference from the spreadsheet. (English) Zbl 07311054 Barthe, Gilles (ed.) et al., Foundations of probabilistic programming. Cambridge: Cambridge University Press (ISBN 978-1-108-48851-8/hbk; 978-1-108-77075-0/ebook). 489-532 (2021). MSC: 68N01 PDF BibTeX XML Cite \textit{A. D. Gordon} et al., in: Foundations of probabilistic programming. Cambridge: Cambridge University Press. 489--532 (2021; Zbl 07311054) Full Text: DOI
Lampropoulos, Leonidas; Pierce, Benjamin C.; Xia, Li-yao; Gallois-Wong, Diane; Hriţcu, Cătălin; Hughes, John Luck: a probabilistic language for testing. (English) Zbl 07311053 Barthe, Gilles (ed.) et al., Foundations of probabilistic programming. Cambridge: Cambridge University Press (ISBN 978-1-108-48851-8/hbk; 978-1-108-77075-0/ebook). 449-488 (2021). MSC: 68N01 PDF BibTeX XML Cite \textit{L. Lampropoulos} et al., in: Foundations of probabilistic programming. Cambridge: Cambridge University Press. 449--488 (2021; Zbl 07311053) Full Text: DOI
Gibbons, Jeremy; McIver, Annabelle; Morgan, Carroll; Schrijvers, Tom Quantitative information flow with monads in Haskell. (English) Zbl 07311052 Barthe, Gilles (ed.) et al., Foundations of probabilistic programming. Cambridge: Cambridge University Press (ISBN 978-1-108-48851-8/hbk; 978-1-108-77075-0/ebook). 391-448 (2021). MSC: 68N01 PDF BibTeX XML Cite \textit{J. Gibbons} et al., in: Foundations of probabilistic programming. Cambridge: Cambridge University Press. 391--448 (2021; Zbl 07311052) Full Text: DOI
Trilla, José Manuel Calderón; Hicks, Michael; Magill, Stephen; Mardziel, Piotr; Sweet, Ian Probabilistic abstract interpretation: sound inference and application to privacy. (English) Zbl 07311051 Barthe, Gilles (ed.) et al., Foundations of probabilistic programming. Cambridge: Cambridge University Press (ISBN 978-1-108-48851-8/hbk; 978-1-108-77075-0/ebook). 361-390 (2021). MSC: 68N01 PDF BibTeX XML Cite \textit{J. M. C. Trilla} et al., in: Foundations of probabilistic programming. Cambridge: Cambridge University Press. 361--390 (2021; Zbl 07311051) Full Text: DOI
Bacci, Giorgio; Mardare, Radu; Panangaden, Prakash; Plotkin, Gordon Quantitative equational reasoning. (English) Zbl 07311050 Barthe, Gilles (ed.) et al., Foundations of probabilistic programming. Cambridge: Cambridge University Press (ISBN 978-1-108-48851-8/hbk; 978-1-108-77075-0/ebook). 333-360 (2021). MSC: 68N01 PDF BibTeX XML Cite \textit{G. Bacci} et al., in: Foundations of probabilistic programming. Cambridge: Cambridge University Press. 333--360 (2021; Zbl 07311050) Full Text: DOI
Jacobs, Bart; Zanasi, Fabio The logical essentials of Bayesian reasoning. (English) Zbl 07311049 Barthe, Gilles (ed.) et al., Foundations of probabilistic programming. Cambridge: Cambridge University Press (ISBN 978-1-108-48851-8/hbk; 978-1-108-77075-0/ebook). 295-332 (2021). MSC: 68N01 PDF BibTeX XML Cite \textit{B. Jacobs} and \textit{F. Zanasi}, in: Foundations of probabilistic programming. Cambridge: Cambridge University Press. 295--332 (2021; Zbl 07311049) Full Text: DOI
Sankaranarayanan, Sriram Quantitative analysis of programs with probabilities and concentration of measure inequalities. (English) Zbl 07311048 Barthe, Gilles (ed.) et al., Foundations of probabilistic programming. Cambridge: Cambridge University Press (ISBN 978-1-108-48851-8/hbk; 978-1-108-77075-0/ebook). 259-294 (2021). MSC: 68N01 PDF BibTeX XML Cite \textit{S. Sankaranarayanan}, in: Foundations of probabilistic programming. Cambridge: Cambridge University Press. 259--294 (2021; Zbl 07311048) Full Text: DOI
Chatterjee, Krishnendu; Fu, Hongfei; Novotný, Petr Termination analysis of probabilistic programs with martingales. (English) Zbl 07311047 Barthe, Gilles (ed.) et al., Foundations of probabilistic programming. Cambridge: Cambridge University Press (ISBN 978-1-108-48851-8/hbk; 978-1-108-77075-0/ebook). 221-258 (2021). MSC: 68N01 PDF BibTeX XML Cite \textit{K. Chatterjee} et al., in: Foundations of probabilistic programming. Cambridge: Cambridge University Press. 221--258 (2021; Zbl 07311047) Full Text: DOI
Kaminski, Benjamin Lucien; Katoen, Joost-Pieter; Matheja, Christoph Expected runtime analyis by program verification. (English) Zbl 07311046 Barthe, Gilles (ed.) et al., Foundations of probabilistic programming. Cambridge: Cambridge University Press (ISBN 978-1-108-48851-8/hbk; 978-1-108-77075-0/ebook). 185-220 (2021). MSC: 68N01 PDF BibTeX XML Cite \textit{B. L. Kaminski} et al., in: Foundations of probabilistic programming. Cambridge: Cambridge University Press. 185--220 (2021; Zbl 07311046) Full Text: DOI
Barthe, Gilles; Hsu, Justin Probabilistic couplings from program logics. (English) Zbl 07311045 Barthe, Gilles (ed.) et al., Foundations of probabilistic programming. Cambridge: Cambridge University Press (ISBN 978-1-108-48851-8/hbk; 978-1-108-77075-0/ebook). 145-184 (2021). MSC: 68N01 PDF BibTeX XML Cite \textit{G. Barthe} and \textit{J. Hsu}, in: Foundations of probabilistic programming. Cambridge: Cambridge University Press. 145--184 (2021; Zbl 07311045) Full Text: DOI
Dal Lago, Ugo On probabilistic \(\lambda\)-calculi. (English) Zbl 07311044 Barthe, Gilles (ed.) et al., Foundations of probabilistic programming. Cambridge: Cambridge University Press (ISBN 978-1-108-48851-8/hbk; 978-1-108-77075-0/ebook). 121-144 (2021). MSC: 68N01 PDF BibTeX XML Cite \textit{U. Dal Lago}, in: Foundations of probabilistic programming. Cambridge: Cambridge University Press. 121--144 (2021; Zbl 07311044) Full Text: DOI
Huang, Daniel; Morrisett, Greg; Spitters, Bas An application of computable distributions to the semantics of probabilistic programs. (English) Zbl 07311043 Barthe, Gilles (ed.) et al., Foundations of probabilistic programming. Cambridge: Cambridge University Press (ISBN 978-1-108-48851-8/hbk; 978-1-108-77075-0/ebook). 75-120 (2021). MSC: 68N01 PDF BibTeX XML Cite \textit{D. Huang} et al., in: Foundations of probabilistic programming. Cambridge: Cambridge University Press. 75--120 (2021; Zbl 07311043) Full Text: DOI
Staton, Sam Probabilistic programs as measures. (English) Zbl 07311042 Barthe, Gilles (ed.) et al., Foundations of probabilistic programming. Cambridge: Cambridge University Press (ISBN 978-1-108-48851-8/hbk; 978-1-108-77075-0/ebook). 43-74 (2021). MSC: 68N01 PDF BibTeX XML Cite \textit{S. Staton}, in: Foundations of probabilistic programming. Cambridge: Cambridge University Press. 43--74 (2021; Zbl 07311042) Full Text: DOI
Dahlqvist, Fredrik; Silva, Alexandra; Kozen, Dexter Semantics of probabilistic programming: a gentle introduction. (English) Zbl 07311041 Barthe, Gilles (ed.) et al., Foundations of probabilistic programming. Cambridge: Cambridge University Press (ISBN 978-1-108-48851-8/hbk; 978-1-108-77075-0/ebook). 1-42 (2021). MSC: 68N01 PDF BibTeX XML Cite \textit{F. Dahlqvist} et al., in: Foundations of probabilistic programming. Cambridge: Cambridge University Press. 1--42 (2021; Zbl 07311041) Full Text: DOI
Barthe, Gilles (ed.); Katoen, Joost-Pieter (ed.); Silva, Alexandra (ed.) Preface. (English) Zbl 07311040 Barthe, Gilles (ed.) et al., Foundations of probabilistic programming. Cambridge: Cambridge University Press (ISBN 978-1-108-48851-8/hbk; 978-1-108-77075-0/ebook). xi-xiv (2021). MSC: 68N01 PDF BibTeX XML Cite \textit{G. Barthe} (ed.) et al., in: Foundations of probabilistic programming. Cambridge: Cambridge University Press. xi-xiv (2021; Zbl 07311040) Full Text: DOI
Kotwal, Adit; Bharti, Rishika; Pandya, Mansi; Jhaveri, Harshil; Mangrulkar, Ramchandra Application of BAT algorithm for detecting malignant brain tumors. (English) Zbl 07310495 Dey, Nilanjan (ed.) et al., Applications of bat algorithm and its variants. Singapore: Springer (ISBN 978-981-15-5096-6/hbk; 978-981-15-5097-3/ebook). Springer Tracts in Nature-Inspired Computing, 119-132 (2021). MSC: 92C55 90C59 PDF BibTeX XML Cite \textit{A. Kotwal} et al., in: Applications of bat algorithm and its variants. Singapore: Springer. 119--132 (2021; Zbl 07310495) Full Text: DOI
Cochrane, Courtney; Ba, Demba; Klerman, Elizabeth B.; St. Hilaire, Melissa A. An ensemble mixed effects model of sleep loss and performance. (English) Zbl 07309204 J. Theor. Biol. 509, Article ID 110497, 12 p. (2021). MSC: 91E45 91E10 92B25 PDF BibTeX XML Cite \textit{C. Cochrane} et al., J. Theor. Biol. 509, Article ID 110497, 12 p. (2021; Zbl 07309204) Full Text: DOI
Lu, Lu; Meng, Xuhui; Mao, Zhiping; Karniadakis, George Em DeepXDE: a deep learning library for solving differential equations. (English) Zbl 07308564 SIAM Rev. 63, No. 1, 208-228 (2021). MSC: 65-01 65-04 65L99 65M99 65N99 PDF BibTeX XML Cite \textit{L. Lu} et al., SIAM Rev. 63, No. 1, 208--228 (2021; Zbl 07308564) Full Text: DOI
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
Limbeck, Jan; Bisdom, Kevin; Lanz, Fabian; Park, Timothy; Barbaro, Eduardo; Bourne, Stephen; Kiraly, Franz; Bierman, Stijn; Harris, Chris; Nevenzeel, Keimpe; den Bezemer, Taco; van Elk, Jan Using machine learning for model benchmarking and forecasting of depletion-induced seismicity in the Groningen gas field. (English) Zbl 07307224 Comput. Geosci. 25, No. 1, 529-551 (2021). MSC: 86A15 86A32 68T05 PDF BibTeX XML Cite \textit{J. Limbeck} et al., Comput. Geosci. 25, No. 1, 529--551 (2021; Zbl 07307224) Full Text: DOI
Bai, Tao; Tahmasebi, Pejman Efficient and data-driven prediction of water breakthrough in subsurface systems using deep long short-term memory machine learning. (English) Zbl 07307211 Comput. Geosci. 25, No. 1, 285-297 (2021). MSC: 86-08 86A20 68T05 PDF BibTeX XML Cite \textit{T. Bai} and \textit{P. Tahmasebi}, Comput. Geosci. 25, No. 1, 285--297 (2021; Zbl 07307211) Full Text: DOI
Burkart, Nadia; Huber, Marco F. A survey on the explainability of supervised machine learning. (English) Zbl 07299933 J. Artif. Intell. Res. (JAIR) 70, 245-317 (2021). MSC: 68T PDF BibTeX XML Cite \textit{N. Burkart} and \textit{M. F. Huber}, J. Artif. Intell. Res. (JAIR) 70, 245--317 (2021; Zbl 07299933) Full Text: DOI
Sun, Ting; Vasarhalyi, Miklos A. Predicting credit card delinquencies: an application of deep neural networks. (English) Zbl 07283339 Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific (ISBN 978-981-12-0244-5/hbk; 978-981-12-0238-4/set; 978-981-12-0240-7/ebook). 4349-4381 (2021). MSC: 91G40 68T07 PDF BibTeX XML Cite \textit{T. Sun} and \textit{M. A. Vasarhalyi}, in: Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific. 4349--4381 (2021; Zbl 07283339) Full Text: DOI
Hong, Ted; Lee, Daniel; Wang, Wenching Algorithmic analyst (ALAN) – an application for artificial intelligence content as a service. (English) Zbl 07283331 Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific (ISBN 978-981-12-0244-5/hbk; 978-981-12-0238-4/set; 978-981-12-0240-7/ebook). 4075-4086 (2021). MSC: 91G15 91G80 62P05 68T07 PDF BibTeX XML Cite \textit{T. Hong} et al., in: Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific. 4075--4086 (2021; Zbl 07283331) Full Text: DOI
Yu, T. Robert; Song, Xuehu Big data and artificial intelligence in the banking industry. (English) Zbl 07283329 Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific (ISBN 978-981-12-0244-5/hbk; 978-981-12-0238-4/set; 978-981-12-0240-7/ebook). 4025-4041 (2021). MSC: 91G45 62P05 62R07 68T05 PDF BibTeX XML Cite \textit{T. R. Yu} and \textit{X. Song}, in: Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific. 4025--4041 (2021; Zbl 07283329) Full Text: DOI
Teng, Huei-Wen; Lee, Michael Estimation procedures of using five alternative machine learning methods for predicting credit card default. (English) Zbl 07283313 Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific (ISBN 978-981-12-0244-5/hbk; 978-981-12-0238-4/set; 978-981-12-0240-7/ebook). 3545-3572 (2021). MSC: 91G40 91G80 68T05 PDF BibTeX XML Cite \textit{H.-W. Teng} and \textit{M. Lee}, in: Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific. 3545--3572 (2021; Zbl 07283313) Full Text: DOI
Li, Jianping; Li, Gang; Sun, Dongxia; Lee, Cheng Few Evolution strategy-based adaptive \(L_q\) penalty support vector machines with Gauss kernel for credit risk analysis. (English) Zbl 07283256 Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 2. Hackensack, NJ: World Scientific (ISBN 978-981-12-0242-1/hbk; 978-981-12-0238-4/set; 978-981-12-0240-7/ebook). 1675-1693 (2021). MSC: 91G40 62P05 68T05 PDF BibTeX XML Cite \textit{J. Li} et al., in: Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 2. Hackensack, NJ: World Scientific. 1675--1693 (2021; Zbl 07283256) Full Text: DOI
Sergeyev, Yaroslav D.; Nasso, Maria Chiara; Mukhametzhanov, Marat S.; Kvasov, Dmitri E. Novel local tuning techniques for speeding up one-dimensional algorithms in expensive global optimization using Lipschitz derivatives. (English) Zbl 1450.90036 J. Comput. Appl. Math. 383, Article ID 113134, 14 p. (2021). MSC: 90C26 PDF BibTeX XML Cite \textit{Y. D. Sergeyev} et al., J. Comput. Appl. Math. 383, Article ID 113134, 14 p. (2021; Zbl 1450.90036) Full Text: DOI
Usilin, S. A.; Arlazarov, V. V.; Rokhlin, N. S.; Rudyka, S. A.; Matveev, S. A.; Zatsarinnyy, A. A. Training Viola-Jones detectors for 3D objects based on fully synthetic data for use in rescue missions with UAV. (English) Zbl 07312384 Vestn. Yuzhno-Ural. Gos. Univ., Ser. Mat. Model. Program. 13, No. 4, 94-106 (2020). MSC: 68T10 PDF BibTeX XML Cite \textit{S. A. Usilin} et al., Vestn. Yuzhno-Ural. Gos. Univ., Ser. Mat. Model. Program. 13, No. 4, 94--106 (2020; Zbl 07312384) Full Text: DOI MNR
Perov, A. A.; Pestunov, A. I. On possibility of using convolutional neural networks for creating universal attacks on iterative block ciphers. (Russian. English summary) Zbl 07312024 Prikl. Diskretn. Mat. 2020, No. 49, 46-56 (2020). MSC: 94 68 PDF BibTeX XML Cite \textit{A. A. Perov} and \textit{A. I. Pestunov}, Prikl. Diskretn. Mat. 2020, No. 49, 46--56 (2020; Zbl 07312024) Full Text: DOI MNR
Savin, G. I.; Shabanov, B. M.; Nikolaev, D. S.; Baranov, A. V.; Telegin, P. N. Jobs runtime forecast for JSCC RAS supercomputers using machine learning methods. (English) Zbl 07309058 Lobachevskii J. Math. 41, No. 12, 2593-2602 (2020). MSC: 68 62 PDF BibTeX XML Cite \textit{G. I. Savin} et al., Lobachevskii J. Math. 41, No. 12, 2593--2602 (2020; Zbl 07309058) Full Text: DOI
Morzhin, O. V.; Pechen, A. N. Machine learning for finding suboptimal final times and coherent and incoherent controls for an open two-level quantum system. (English) Zbl 07309036 Lobachevskii J. Math. 41, No. 12, 2353-2368 (2020). MSC: 68 81 PDF BibTeX XML Cite \textit{O. V. Morzhin} and \textit{A. N. Pechen}, Lobachevskii J. Math. 41, No. 12, 2353--2368 (2020; Zbl 07309036) Full Text: DOI
Schnürch, Simon; Wagner, Andreas Electricity price forecasting with neural networks on EPEX order books. (English) Zbl 07307492 Appl. Math. Finance 27, No. 3, 189-206 (2020). MSC: 91G15 62P05 PDF BibTeX XML Cite \textit{S. Schnürch} and \textit{A. Wagner}, Appl. Math. Finance 27, No. 3, 189--206 (2020; Zbl 07307492) Full Text: DOI
Stich, Sebastian U.; Karimireddy, Sai Praneeth The error-feedback framework: SGD with delayed gradients. (English) Zbl 07307490 J. Mach. Learn. Res. 21, Paper No. 237, 36 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{S. U. Stich} and \textit{S. P. Karimireddy}, J. Mach. Learn. Res. 21, Paper No. 237, 36 p. (2020; Zbl 07307490) Full Text: Link
Heber, Frederik; Trst’anová, Žofia; Leimkuhler, Benedict Posterior sampling strategies based on discretized stochastic differential equations for machine learning applications. (English) Zbl 07307488 J. Mach. Learn. Res. 21, Paper No. 228, 33 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{F. Heber} et al., J. Mach. Learn. Res. 21, Paper No. 228, 33 p. (2020; Zbl 07307488) Full Text: Link
Miolane, Nina; Guigui, Nicolas; Le Brigant, Alice; Mathe, Johan; Hou, Benjamin; Thanwerdas, Yann; Heyder, Stefan; Peltre, Olivier; Koep, Niklas; Zaatiti, Hadi; Hajri, Hatem; Cabanes, Yann; Gerald, Thomas; Chauchat, Paul; Shewmake, Christian; Brooks, Daniel; Kainz, Bernhard; Donnat, Claire; Holmes, Susan; Pennec, Xavier Geomstats: a Python package for Riemannian geometry in machine learning. (English) Zbl 07307485 J. Mach. Learn. Res. 21, Paper No. 223, 9 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{N. Miolane} et al., J. Mach. Learn. Res. 21, Paper No. 223, 9 p. (2020; Zbl 07307485) Full Text: Link
Schreiber, Jacob; Bilmes, Jeffrey; Noble, William Stafford apricot: submodular selection for data summarization in Python. (English) Zbl 07307466 J. Mach. Learn. Res. 21, Paper No. 161, 6 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{J. Schreiber} et al., J. Mach. Learn. Res. 21, Paper No. 161, 6 p. (2020; Zbl 07307466) Full Text: Link
Plečko, Drago; Meinshausen, Nicolai Fair data adaptation with quantile preservation. (English) Zbl 07306921 J. Mach. Learn. Res. 21, Paper No. 242, 44 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{D. Plečko} and \textit{N. Meinshausen}, J. Mach. Learn. Res. 21, Paper No. 242, 44 p. (2020; Zbl 07306921) Full Text: Link
Hämäläinen, Joonas; Alencar, Alisson S. C.; Kärkkäinen, Tommi; Mattos, César L. C.; Souza Júnior, Amauri H.; Gomes, João P. P. Minimal learning machine: theoretical results and clustering-based reference point selection. (English) Zbl 07306918 J. Mach. Learn. Res. 21, Paper No. 239, 29 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{J. Hämäläinen} et al., J. Mach. Learn. Res. 21, Paper No. 239, 29 p. (2020; Zbl 07306918) Full Text: Link
Tuo, Rui; Wang, Wenjia Kriging prediction with isotropic matern correlations: robustness and experimental designs. (English) Zbl 07306883 J. Mach. Learn. Res. 21, Paper No. 187, 38 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{R. Tuo} and \textit{W. Wang}, J. Mach. Learn. Res. 21, Paper No. 187, 38 p. (2020; Zbl 07306883) Full Text: Link
Kallus, Nathan; Uehara, Masatoshi Double reinforcement learning for efficient off-policy evaluation in Markov decision processes. (English) Zbl 07306868 J. Mach. Learn. Res. 21, Paper No. 167, 63 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{N. Kallus} and \textit{M. Uehara}, J. Mach. Learn. Res. 21, Paper No. 167, 63 p. (2020; Zbl 07306868) Full Text: Link
Pei, Yan Ru; Manukian, Haik; Di Ventra, Massimiliano Generating weighted MAX-2-SAT instances with frustrated loops: an RBM case study. (English) Zbl 07306863 J. Mach. Learn. Res. 21, Paper No. 159, 55 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{Y. R. Pei} et al., J. Mach. Learn. Res. 21, Paper No. 159, 55 p. (2020; Zbl 07306863) Full Text: Link
Derbentsev, Vasily; Matviychuk, Andriy; Soloviev, Vladimir N. Forecasting of cryptocurrency prices using machine learning. (English) Zbl 07306698 Pichl, Lukáš (ed.) et al., Advanced studies of financial technologies and cryptocurrency markets. Springer: Singapore (ISBN 978-981-15-4497-2/hbk; 978-981-15-4498-9/ebook). 211-231 (2020). MSC: 91G99 62P05 68T05 PDF BibTeX XML Cite \textit{V. Derbentsev} et al., in: Advanced studies of financial technologies and cryptocurrency markets. Springer: Singapore. 211--231 (2020; Zbl 07306698) Full Text: DOI
Linka, Kevin; Rahman, Proton; Goriely, Alain; Kuhl, Ellen Is it safe to lift COVID-19 travel bans? The Newfoundland story. (English) Zbl 07304578 Comput. Mech. 66, No. 5, 1081-1092 (2020). MSC: 74 PDF BibTeX XML Cite \textit{K. Linka} et al., Comput. Mech. 66, No. 5, 1081--1092 (2020; Zbl 07304578) Full Text: DOI
Linka, Kevin; Peirlinck, Mathias; Kuhl, Ellen The reproduction number of COVID-19 and its correlation with public health interventions. (English) Zbl 07304573 Comput. Mech. 66, No. 4, 1035-1050 (2020). MSC: 74 PDF BibTeX XML Cite \textit{K. Linka} et al., Comput. Mech. 66, No. 4, 1035--1050 (2020; Zbl 07304573) Full Text: DOI
Rafael-Patino, Jonathan; Yu, Thomas; Delvigne, Victor; Barakovic, Muhamed; Pizzolato, Marco; Girard, Gabriel; Jones, Derek K.; Canales-Rodríguez, Erick J.; Thiran, Jean-Philippe DWI simulation-assisted machine learning models for microstructure estimation. (English) Zbl 07304442 Bonet-Carne, Elisenda (ed.) et al., Computational diffusion MRI. MICCAI workshop, Shenzhen, China, October 17, 2019. Cham: Springer (ISBN 978-3-030-52892-8/hbk; 978-3-030-52893-5/ebook). Mathematics and Visualization, 125-134 (2020). MSC: 92C55 92B20 68T05 PDF BibTeX XML Cite \textit{J. Rafael-Patino} et al., in: Computational diffusion MRI. MICCAI workshop, Shenzhen, China, October 17, 2019. Cham: Springer. 125--134 (2020; Zbl 07304442) Full Text: DOI
Schilling, Kurt G.; Rogers, Baxter; Anderson, Adam W.; Landman, Bennett A. Current challenges and future directions in diffusion MRI: from model- to data-driven analysis. (English) Zbl 07304437 Bonet-Carne, Elisenda (ed.) et al., Computational diffusion MRI. MICCAI workshop, Shenzhen, China, October 17, 2019. Cham: Springer (ISBN 978-3-030-52892-8/hbk; 978-3-030-52893-5/ebook). Mathematics and Visualization, 63-78 (2020). MSC: 92C55 92B20 92-08 PDF BibTeX XML Cite \textit{K. G. Schilling} et al., in: Computational diffusion MRI. MICCAI workshop, Shenzhen, China, October 17, 2019. Cham: Springer. 63--78 (2020; Zbl 07304437) Full Text: DOI
Boccia, Maurizio; Sforza, Antonio; Sterle, Claudio Simple pattern minimality problems: integer linear programming formulations and covering-based heuristic solving approaches. (English) Zbl 07303822 INFORMS J. Comput. 32, No. 4, 1049-1060 (2020). MSC: 90C PDF BibTeX XML Cite \textit{M. Boccia} et al., INFORMS J. Comput. 32, No. 4, 1049--1060 (2020; Zbl 07303822) Full Text: DOI
Barnes, Sean L.; Myers, Miranda; Rock, Clare; Morgan, Daniel J.; Pineles, Lisa; Thom, Kerri A.; Harris, Anthony D. Evaluating a prediction-driven targeting strategy for reducing the transmission of multidrug-resistant organisms. (English) Zbl 07303814 INFORMS J. Comput. 32, No. 4, 912-929 (2020). MSC: 90C PDF BibTeX XML Cite \textit{S. L. Barnes} et al., INFORMS J. Comput. 32, No. 4, 912--929 (2020; Zbl 07303814) Full Text: DOI
Wu, Jin-Long; Kashinath, Karthik; Albert, Adrian; Chirila, Dragos; Prabhat; Xiao, Heng Enforcing statistical constraints in generative adversarial networks for modeling chaotic dynamical systems. (English) Zbl 07303169 J. Comput. Phys. 406, Article ID 109209, 20 p. (2020). MSC: 76-10 68T07 76M28 76R10 PDF BibTeX XML Cite \textit{J.-L. Wu} et al., J. Comput. Phys. 406, Article ID 109209, 20 p. (2020; Zbl 07303169) Full Text: DOI
Geng, Zhenglin; Johnson, Daniel; Fedkiw, Ronald Coercing machine learning to output physically accurate results. (English) Zbl 07303148 J. Comput. Phys. 406, Article ID 109099, 17 p. (2020). MSC: 68T07 00A79 65D18 68U05 PDF BibTeX XML Cite \textit{Z. Geng} et al., J. Comput. Phys. 406, Article ID 109099, 17 p. (2020; Zbl 07303148) Full Text: DOI
Jagtap, Ameya D.; Kawaguchi, Kenji; Karniadakis, George Em Adaptive activation functions accelerate convergence in deep and physics-informed neural networks. (English) Zbl 07302803 J. Comput. Phys. 404, Article ID 109136, 23 p. (2020). MSC: 68T07 65D15 65M32 PDF BibTeX XML Cite \textit{A. D. Jagtap} et al., J. Comput. Phys. 404, Article ID 109136, 23 p. (2020; Zbl 07302803) Full Text: DOI
Lee, Kookjin; Carlberg, Kevin T. Model reduction of dynamical systems on nonlinear manifolds using deep convolutional autoencoders. (English) Zbl 07302777 J. Comput. Phys. 404, Article ID 108973, 32 p. (2020). MSC: 65P99 37M99 68T07 PDF BibTeX XML Cite \textit{K. Lee} and \textit{K. T. Carlberg}, J. Comput. Phys. 404, Article ID 108973, 32 p. (2020; Zbl 07302777) Full Text: DOI
Geneva, Nicholas; Zabaras, Nicholas Modeling the dynamics of PDE systems with physics-constrained deep auto-regressive networks. (English) Zbl 07302755 J. Comput. Phys. 403, Article ID 109056, 32 p. (2020). MSC: 65 65M75 65K10 65M70 68T07 PDF BibTeX XML Cite \textit{N. Geneva} and \textit{N. Zabaras}, J. Comput. Phys. 403, Article ID 109056, 32 p. (2020; Zbl 07302755) Full Text: DOI
Katsoulakis, Markos A.; Vilanova, Pedro Data-driven, variational model reduction of high-dimensional reaction networks. (English) Zbl 07302293 J. Comput. Phys. 401, Article ID 108997, 39 p. (2020). MSC: 62M10 37M10 60H10 92E20 68T05 PDF BibTeX XML Cite \textit{M. A. Katsoulakis} and \textit{P. Vilanova}, J. Comput. Phys. 401, Article ID 108997, 39 p. (2020; Zbl 07302293) Full Text: DOI
Wang, Yating; Lin, Guang Efficient deep learning techniques for multiphase flow simulation in heterogeneous porousc media. (English) Zbl 07302287 J. Comput. Phys. 401, Article ID 108968, 18 p. (2020). MSC: 76-10 68T07 76S05 76T06 76M10 76M12 PDF BibTeX XML Cite \textit{Y. Wang} and \textit{G. Lin}, J. Comput. Phys. 401, Article ID 108968, 18 p. (2020; Zbl 07302287) Full Text: DOI
Ashok, Pranav; Jackermeier, Mathias; Jagtap, Pushpak; Křetínský, Jan; Weininger, Maximilian; Zamani, Majid dtControl: decision tree learning algorithms for controller representation. (English) Zbl 07300871 Proceedings of the 23rd ACM international conference on hybrid systems: computation and control, HSCC 2020, Sydney, Australia and virtual, April 21–24, 2020. New York, NY: Association for Computing Machinery (ACM) (ISBN 978-1-4503-7018-9). Article No. 30, 2 p. (2020). MSC: 68Q45 68Q60 93C30 PDF BibTeX XML Cite \textit{P. Ashok} et al., in: Proceedings of the 23rd ACM international conference on hybrid systems: computation and control, HSCC 2020, Sydney, Australia and virtual, April 21--24, 2020. New York, NY: Association for Computing Machinery (ACM). Article No. 30, 2 p. (2020; Zbl 07300871) Full Text: DOI
Ashok, Pranav; Jackermeier, Mathias; Jagtap, Pushpak; Křetínský, Jan; Weininger, Maximilian; Zamani, Majid dtControl: decision tree learning algorithms for controller representation. (English) Zbl 07300858 Proceedings of the 23rd ACM international conference on hybrid systems: computation and control, HSCC 2020, Sydney, Australia and virtual, April 21–24, 2020. New York, NY: Association for Computing Machinery (ACM) (ISBN 978-1-4503-7018-9). Article No. 17, 7 p. (2020). MSC: 68Q45 68Q60 93C30 PDF BibTeX XML Cite \textit{P. Ashok} et al., in: Proceedings of the 23rd ACM international conference on hybrid systems: computation and control, HSCC 2020, Sydney, Australia and virtual, April 21--24, 2020. New York, NY: Association for Computing Machinery (ACM). Article No. 17, 7 p. (2020; Zbl 07300858) Full Text: DOI
Mohammadinejad, Sara; Deshmukh, Jyotirmoy V.; Puranic, Aniruddh G.; Vazquez-Chanlatte, Marcell; Donzé, Alexandre Interpretable classification of time-series data using efficient enumerative techniques. (English) Zbl 07300850 Proceedings of the 23rd ACM international conference on hybrid systems: computation and control, HSCC 2020, Sydney, Australia and virtual, April 21–24, 2020. New York, NY: Association for Computing Machinery (ACM) (ISBN 978-1-4503-7018-9). Article No. 9, 10 p. (2020). MSC: 68Q45 68Q60 93C30 PDF BibTeX XML Cite \textit{S. Mohammadinejad} et al., in: Proceedings of the 23rd ACM international conference on hybrid systems: computation and control, HSCC 2020, Sydney, Australia and virtual, April 21--24, 2020. New York, NY: Association for Computing Machinery (ACM). Article No. 9, 10 p. (2020; Zbl 07300850) Full Text: DOI
Benkeser, David; Petersen, Maya; van der Laan, Mark J. Improved small-sample estimation of nonlinear cross-validated prediction metrics. (English) Zbl 1452.62246 J. Am. Stat. Assoc. 115, No. 532, 1917-1932 (2020). MSC: 62G05 62G20 PDF BibTeX XML Cite \textit{D. Benkeser} et al., J. Am. Stat. Assoc. 115, No. 532, 1917--1932 (2020; Zbl 1452.62246) Full Text: DOI
Rotovei, Doru Opportunity activity sequence investigations in B2B CRM systems. (English) Zbl 07300110 Acta Univ. Sapientiae, Inform. 12, No. 1, 70-83 (2020). MSC: 68R15 PDF BibTeX XML Cite \textit{D. Rotovei}, Acta Univ. Sapientiae, Inform. 12, No. 1, 70--83 (2020; Zbl 07300110) Full Text: DOI
England, Matthew Real quantifier elimination by cylindrical algebraic decomposition, and improvements by machine learning. (English) Zbl 07300047 Mantzaflaris, Angelos (ed.), Proceedings of the 45th international symposium on symbolic and algebraic computation, ISSAC ’20, Kalamata, Greece, July 20–23, 2020. New York, NY: Association for Computing Machinery (ACM) (ISBN 978-1-4503-7100-1). 13 (2020). MSC: 68W30 PDF BibTeX XML Cite \textit{M. England}, in: Proceedings of the 45th international symposium on symbolic and algebraic computation, ISSAC '20, Kalamata, Greece, July 20--23, 2020. New York, NY: Association for Computing Machinery (ACM). 13 (2020; Zbl 07300047) Full Text: DOI
Fish, Benjamin; Reyzin, Lev On the complexity of learning a class ratio from unlabeled data. (English) Zbl 07299922 J. Artif. Intell. Res. (JAIR) 69, 1333-1349 (2020). MSC: 68T PDF BibTeX XML Cite \textit{B. Fish} and \textit{L. Reyzin}, J. Artif. Intell. Res. (JAIR) 69, 1333--1349 (2020; Zbl 07299922) Full Text: DOI
Cardoso Pereira, Ricardo; Seoane Santos, Miriam; Pereira Rodrigues, Pedro; Henriques Abreu, Pedro Reviewing autoencoders for missing data imputation: technical trends, applications and outcomes. (English) Zbl 07299920 J. Artif. Intell. Res. (JAIR) 69, 1255-1285 (2020). MSC: 68T PDF BibTeX XML Cite \textit{R. Cardoso Pereira} et al., J. Artif. Intell. Res. (JAIR) 69, 1255--1285 (2020; Zbl 07299920) Full Text: DOI
Horenko, Illia; Marchenko, Ganna; Gagliardini, Patrick On a computationally scalable sparse formulation of the multidimensional and nonstationary maximum entropy principle. (English) Zbl 07299368 Commun. Appl. Math. Comput. Sci. 15, No. 2, 129-146 (2020). MSC: 37M10 37M25 91B84 PDF BibTeX XML Cite \textit{I. Horenko} et al., Commun. Appl. Math. Comput. Sci. 15, No. 2, 129--146 (2020; Zbl 07299368) Full Text: DOI
Tygert, Mark; Zbontar, Jure Simulating single-coil MRI from the responses of multiple coils. (English) Zbl 07299367 Commun. Appl. Math. Comput. Sci. 15, No. 2, 115-127 (2020). MSC: 68U10 78A50 78M50 92C55 65K10 78A55 94A08 PDF BibTeX XML Cite \textit{M. Tygert} and \textit{J. Zbontar}, Commun. Appl. Math. Comput. Sci. 15, No. 2, 115--127 (2020; Zbl 07299367) Full Text: DOI
Hounmenou, Castro Gbêmêmali; Tohoun, Roméo Jésukpégo; Gneyou, Kossi Essona; Glèlè Kakaï, Romain Empirical determination of optimal configuration for characteristics of a multilayer perceptron neural network in nonlinear regression. (English. French summary) Zbl 07298608 Afr. Stat. 15, No. 3, 2413-2429 (2020). MSC: 62M45 62R07 62J02 65C05 68T05 PDF BibTeX XML Cite \textit{C. G. Hounmenou} et al., Afr. Stat. 15, No. 3, 2413--2429 (2020; Zbl 07298608) Full Text: DOI Euclid
Schubotz, Moritz; Scharpf, Philipp; Teschke, Olaf; Kühnemund, Andreas; Breitinger, Corinna; Gipp, Bela AutoMSC: automatic assignment of Mathematics Subject Classification labels. (English) Zbl 07298567 Benzmüller, Christoph (ed.) et al., Intelligent computer mathematics. 13th international conference, CICM 2020, Bertinoro, Italy, July 26–31, 2020. Proceedings. Cham: Springer (ISBN 978-3-030-53517-9/pbk; 978-3-030-53518-6/ebook). Lecture Notes in Computer Science 12236. Lecture Notes in Artificial Intelligence, 237-250 (2020). MSC: 68Vxx PDF BibTeX XML Cite \textit{M. Schubotz} et al., Lect. Notes Comput. Sci. 12236, 237--250 (2020; Zbl 07298567) Full Text: DOI
Ren, Pengfei; Dai, Hao; Chen, Weisheng Distributed cooperative learning over time-varying random networks using a gossip-based communication protocol. (English) Zbl 1452.68157 Fuzzy Sets Syst. 394, 124-145 (2020). MSC: 68T05 68M12 68T37 PDF BibTeX XML Cite \textit{P. Ren} et al., Fuzzy Sets Syst. 394, 124--145 (2020; Zbl 1452.68157) Full Text: DOI
Wang, Tinghua; Qiu, Yunzhi; Hua, Jialin Centered kernel alignment inspired fuzzy support vector machine. (English) Zbl 1452.68161 Fuzzy Sets Syst. 394, 110-123 (2020). MSC: 68T05 68T37 PDF BibTeX XML Cite \textit{T. Wang} et al., Fuzzy Sets Syst. 394, 110--123 (2020; Zbl 1452.68161) Full Text: DOI
Chia, Nai-Hui; Gilyén, András; Li, Tongyang; Lin, Han-Hsuan; Tang, Ewin; Wang, Chunhao Sampling-based sublinear low-rank matrix arithmetic framework for dequantizing quantum machine learning. (English) Zbl 07298256 Makarychev, Konstantin (ed.) et al., Proceedings of the 52nd annual ACM SIGACT symposium on theory of computing, STOC ’20, Chicago, IL, USA, June 22–26, 2020. New York, NY: Association for Computing Machinery (ACM) (ISBN 978-1-4503-6979-4). 387-400 (2020). MSC: 68Qxx PDF BibTeX XML Cite \textit{N.-H. Chia} et al., in: Proceedings of the 52nd annual ACM SIGACT symposium on theory of computing, STOC '20, Chicago, IL, USA, June 22--26, 2020. New York, NY: Association for Computing Machinery (ACM). 387--400 (2020; Zbl 07298256) Full Text: DOI
Hazimeh, Hussein; Mazumder, Rahul Fast best subset selection: coordinate descent and local combinatorial optimization algorithms. (English) Zbl 07298132 Oper. Res. 68, No. 5, 1517-1537 (2020). MSC: 90C30 90C27 90C11 PDF BibTeX XML Cite \textit{H. Hazimeh} and \textit{R. Mazumder}, Oper. Res. 68, No. 5, 1517--1537 (2020; Zbl 07298132) Full Text: DOI
Boutilier, Justin J.; Chan, Timothy C. Y. Ambulance emergency response optimization in developing countries. (English) Zbl 07298121 Oper. Res. 68, No. 5, 1315-1334 (2020). MSC: 90B06 90B80 62M20 90C17 PDF BibTeX XML Cite \textit{J. J. Boutilier} and \textit{T. C. Y. Chan}, Oper. Res. 68, No. 5, 1315--1334 (2020; Zbl 07298121) Full Text: DOI
Ma, Long; Liao, Junlin; Peng, Jianwen An improved general twin support vector machine with pinball loss. (English) Zbl 07296032 Math. Pract. Theory 50, No. 12, 102-110 (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{L. Ma} et al., Math. Pract. Theory 50, No. 12, 102--110 (2020; Zbl 07296032)
Yu, Zhiqiang; Gao, Minghu; Chen, Yuxing Chinese-Vietnamese parallel sentence pair extraction based on syntactic differences. (English) Zbl 07295928 J. Yunnan Minzu Univ., Nat. Sci. 29, No. 4, 366-370 (2020). MSC: 68T50 68T05 PDF BibTeX XML Cite \textit{Z. Yu} et al., J. Yunnan Minzu Univ., Nat. Sci. 29, No. 4, 366--370 (2020; Zbl 07295928) Full Text: DOI
Han, Wenxuan; Alifu, Kuerban; Huang, Zitong Small-object fast detection in optical remote sensing images based on a modified SSD. (Chinese. English summary) Zbl 07295920 J. Xinjiang Univ., Nat. Sci. 37, No. 2, 163-169 (2020). MSC: 68T45 PDF BibTeX XML Cite \textit{W. Han} et al., J. Xinjiang Univ., Nat. Sci. 37, No. 2, 163--169 (2020; Zbl 07295920) Full Text: DOI
Wang, Zhong; Shi, Peibei; Liu, Guiquan A self-learning framework for pedestrian detection. (Chinese. English summary) Zbl 07295902 J. Univ. Sci. Technol. China 50, No. 1, 79-85 (2020). MSC: 68T05 68T45 PDF BibTeX XML Cite \textit{Z. Wang} et al., J. Univ. Sci. Technol. China 50, No. 1, 79--85 (2020; Zbl 07295902) Full Text: DOI
Wang, Zhicheng; Yu, Zhaohui; Wei, Gang; Sun, Yu Point cloud instance segmentation method based on superpoint graph. (Chinese. English summary) Zbl 07295867 J. Tongji Univ., Nat. Sci. 48, No. 9, 1377-1384 (2020). MSC: 68T10 68T45 68T05 PDF BibTeX XML Cite \textit{Z. Wang} et al., J. Tongji Univ., Nat. Sci. 48, No. 9, 1377--1384 (2020; Zbl 07295867) Full Text: DOI
Mu, Weiyan; Wang, Chunling; Zhao, Xin A space filling-based cross-validation method and its applications. (Chinese. English summary) Zbl 07295803 J. Syst. Sci. Math. Sci. 40, No. 2, 382-388 (2020). MSC: 62H30 62M20 62P10 68T05 PDF BibTeX XML Cite \textit{W. Mu} et al., J. Syst. Sci. Math. Sci. 40, No. 2, 382--388 (2020; Zbl 07295803)
Hu, Fuyuan; Li, Linyan; Shang, Xinru; Shen, Junyu; Dai, Yongliang A review of object detection algorithms based on convolutional neural networks. (Chinese. English summary) Zbl 07295765 J. Suzhou Univ. Sci. Technol., Nat. Sci. 37, No. 2, 1-10, 25 (2020). MSC: 68T45 68T05 PDF BibTeX XML Cite \textit{F. Hu} et al., J. Suzhou Univ. Sci. Technol., Nat. Sci. 37, No. 2, 1--10, 25 (2020; Zbl 07295765) Full Text: DOI
Tan, Zuowen; Zhang, Lianfu Survey on privacy preserving techniques for machine learning. (Chinese. English summary) Zbl 07295739 J. Softw. 31, No. 7, 2127-2156 (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{Z. Tan} and \textit{L. Zhang}, J. Softw. 31, No. 7, 2127--2156 (2020; Zbl 07295739) Full Text: DOI
Zhang, Xue; Sun, Hongyu; Xin, Dongxing; Li, Cuiping; Chen, Hong Survey on automatic term extraction research. (Chinese. English summary) Zbl 07295737 J. Softw. 31, No. 7, 2062-2094 (2020). MSC: 68T05 68T50 PDF BibTeX XML Cite \textit{X. Zhang} et al., J. Softw. 31, No. 7, 2062--2094 (2020; Zbl 07295737) Full Text: DOI
Li, Yun; Huang, Chenlin; Wang, Zhongfeng; Yuan, Lu; Wang, Xiaochuan Survey of software vulnerability mining methods based on machine learning. (Chinese. English summary) Zbl 07295736 J. Softw. 31, No. 7, 2040-2061 (2020). MSC: 68M15 68T35 68T05 PDF BibTeX XML Cite \textit{Y. Li} et al., J. Softw. 31, No. 7, 2040--2061 (2020; Zbl 07295736) Full Text: DOI
Yue, Qin; Wei, Wei; Feng, Kai; Cui, Junbiao Adaptive sparse representation guided unsupervised dimensionality reduction. (Chinese. English summary) Zbl 07295678 J. Shenzhen Univ., Sci. Eng. 37, No. 4, 425-432 (2020). MSC: 68T05 68P15 PDF BibTeX XML Cite \textit{Q. Yue} et al., J. Shenzhen Univ., Sci. Eng. 37, No. 4, 425--432 (2020; Zbl 07295678) Full Text: DOI
Shi, Henglin; Zhao, Guoying Human centered action analysis in artificial intelligence. (Chinese. English summary) Zbl 07295588 J. Northwest Univ., Nat. Sci. Ed. 50, No. 3, 328-337 (2020). MSC: 68T10 68T05 68T45 PDF BibTeX XML Cite \textit{H. Shi} and \textit{G. Zhao}, J. Northwest Univ., Nat. Sci. Ed. 50, No. 3, 328--337 (2020; Zbl 07295588) Full Text: DOI
Peng, Jinye; Cao, Yu; Zhang, Yongqin; Peng, Xianlin; Li, Zhan; Wang, Jun; Zhang, Qunxi; Yang, Rui MeGAN: multi-task enhanced generative adversarial network for image synthesis. (Chinese. English summary) Zbl 07295586 J. Northwest Univ., Nat. Sci. Ed. 50, No. 3, 311-318 (2020). MSC: 68U10 68T05 68T45 PDF BibTeX XML Cite \textit{J. Peng} et al., J. Northwest Univ., Nat. Sci. Ed. 50, No. 3, 311--318 (2020; Zbl 07295586) Full Text: DOI
Tang, Can; Tang, Lianggui; Liu, Bo A survey of image feature detection and matching methods. (English) Zbl 07295500 J. Nanjing Univ. Inf. Sci. Technol., Nat. Sci. 12, No. 3, 261-273 (2020). MSC: 68T10 68T45 68U10 PDF BibTeX XML Cite \textit{C. Tang} et al., J. Nanjing Univ. Inf. Sci. Technol., Nat. Sci. 12, No. 3, 261--273 (2020; Zbl 07295500) Full Text: DOI
Wang, Mingli; Wang, Gang; Guo, Xiaoxin; Wang, Xianchang Remote sensing image fusion based on cross-layer copy connection convolutional neural network. (Chinese. English summary) Zbl 07295418 J. Jilin Univ., Sci. 58, No. 4, 913-922 (2020). MSC: 68U10 68T05 PDF BibTeX XML Cite \textit{M. Wang} et al., J. Jilin Univ., Sci. 58, No. 4, 913--922 (2020; Zbl 07295418) Full Text: DOI
Wang, Liguo; Shang, Hui; Shi, Yao Hyperspectral imagery classification based on active learning and label propagation. (Chinese. English summary) Zbl 07295302 J. Harbin Eng. Univ. 41, No. 5, 731-737 (2020). MSC: 62H30 62M15 68T10 68T05 PDF BibTeX XML Cite \textit{L. Wang} et al., J. Harbin Eng. Univ. 41, No. 5, 731--737 (2020; Zbl 07295302) Full Text: DOI
Luo, Fucai; Wu, Fei; Chen, Qian; He, Jindong; Kou, Liang Machine learning-based intrusion detection technology for wireless sensor networks. (Chinese. English summary) Zbl 07295295 J. Harbin Eng. Univ. 41, No. 3, 433-440 (2020). MSC: 94C12 68T05 PDF BibTeX XML Cite \textit{F. Luo} et al., J. Harbin Eng. Univ. 41, No. 3, 433--440 (2020; Zbl 07295295) Full Text: DOI
Lin, Shiping; Chen, Lu; Chen, Kaizhi; Wu, Yunbing; Liao, Xiangwen Machine read comprehension based on temporal convolutional network. (Chinese. English summary) Zbl 07295245 J. Fuzhou Univ., Nat. Sci. 48, No. 3, 276-282 (2020). MSC: 68T50 68T05 PDF BibTeX XML Cite \textit{S. Lin} et al., J. Fuzhou Univ., Nat. Sci. 48, No. 3, 276--282 (2020; Zbl 07295245) Full Text: DOI
Shi, Lei; Jing, Ming’e; Fan, Yibo; Zeng, Xiaoyang Segmentation detection algorithm based on R-CNN algorithm. (Chinese. English summary) Zbl 07295239 J. Fudan Univ., Nat. Sci. 59, No. 4, 412-418 (2020). MSC: 68T45 68T05 68U10 PDF BibTeX XML Cite \textit{L. Shi} et al., J. Fudan Univ., Nat. Sci. 59, No. 4, 412--418 (2020; Zbl 07295239)
Chen, Haotian; Zhang, Biao; Sun, Fengchi; Huang, Yalou; Yuan, Jing Incremental scene detection in outdoor environment based on hierarchical bag-of-words model. (Chinese. English summary) Zbl 07295089 Control Theory Appl. 37, No. 7, 1471-1480 (2020). MSC: 68T45 68T40 PDF BibTeX XML Cite \textit{H. Chen} et al., Control Theory Appl. 37, No. 7, 1471--1480 (2020; Zbl 07295089) Full Text: DOI
Xu, Cong; Li, Qing; Zhang, Dezheng; Chen, Peng; Cui, Jiarui Research progress of deep reinforcement learning applied to text generation. (Chinese. English summary) Zbl 07295036 Chin. J. Eng. 42, No. 4, 399-411 (2020). MSC: 68T05 68T50 PDF BibTeX XML Cite \textit{C. Xu} et al., Chin. J. Eng. 42, No. 4, 399--411 (2020; Zbl 07295036) Full Text: DOI
Hai, Xiaodong; Liu, Yunshu; Zhao, Pengjun; Zhang, Hui Using mobile phone data to estimate the temporal-spatial distribution and socioeconomic attributes of population in megacities: a case study of Beijing. (Chinese. English summary) Zbl 07294951 Acta Sci. Nat. Univ. Pekin. 56, No. 3, 518-530 (2020). MSC: 91D25 91D20 PDF BibTeX XML Cite \textit{X. Hai} et al., Acta Sci. Nat. Univ. Pekin. 56, No. 3, 518--530 (2020; Zbl 07294951) Full Text: DOI
Rémond, Jean; Rémond, Yves A new virus-centric epidemic modeling approach. I: General theory and machine learning simulation of 2020 SARS CoV 2 (COVID-19) for Belgium, France, Italy, and Spain. (English) Zbl 07294478 Math. Mech. Complex Syst. 8, No. 3, 233-247 (2020). MSC: 92D30 68T20 PDF BibTeX XML Cite \textit{J. Rémond} and \textit{Y. Rémond}, Math. Mech. Complex Syst. 8, No. 3, 233--247 (2020; Zbl 07294478) Full Text: DOI
Zenkov, V. V. Applying an approximation of the Anderson discriminant function and support vector machines for solving some classification tasks. (English. Russian original) Zbl 07294353 Autom. Remote Control 81, No. 1, 118-129 (2020); translation from Avtom. Telemekh. 2020, No. 1, 159-172 (2020). MSC: 62H30 68T05 PDF BibTeX XML Cite \textit{V. V. Zenkov}, Autom. Remote Control 81, No. 1, 118--129 (2020; Zbl 07294353); translation from Avtom. Telemekh. 2020, No. 1, 159--172 (2020) Full Text: DOI
Lin, Zhou-Chen How can machine learning and optimization help each other better? (English) Zbl 07292559 J. Oper. Res. Soc. China 8, No. 2, 341-351 (2020). MSC: 49M37 65K05 65K10 90C06 90C15 90C26 90C30 90C35 90C90 PDF BibTeX XML Cite \textit{Z.-C. Lin}, J. Oper. Res. Soc. China 8, No. 2, 341--351 (2020; Zbl 07292559) Full Text: DOI
Sim, Byeongsu; Oh, Gyutaek; Kim, Jeongsol; Jung, Chanyong; Ye, Jong Chul Optimal transport driven CycleGAN for unsupervised learning in inverse problems. (English) Zbl 07292256 SIAM J. Imaging Sci. 13, No. 4, 2281-2306 (2020). MSC: 68Q32 68T05 68T45 65L09 68U10 PDF BibTeX XML Cite \textit{B. Sim} et al., SIAM J. Imaging Sci. 13, No. 4, 2281--2306 (2020; Zbl 07292256) Full Text: DOI