Žukovič, Milan; Hristopulos, Dionissios T. Spatial data modeling by means of Gibbs-Markov random fields based on a generalized planar rotator model. (English) Zbl 1508.82019 Physica A 612, Article ID 128509, 23 p. (2023). MSC: 82B31 82B05 82M31 60G60 PDF BibTeX XML Cite \textit{M. Žukovič} and \textit{D. T. Hristopulos}, Physica A 612, Article ID 128509, 23 p. (2023; Zbl 1508.82019) Full Text: DOI arXiv OpenURL
Khachatryan, L. A. Description of random fields by systems of conditional distributions. (English) Zbl 07642961 Armen. J. Math. 14, Paper No. 8, 40 p. (2022). MSC: 60G60 60E05 60J99 PDF BibTeX XML Cite \textit{L. A. Khachatryan}, Armen. J. Math. 14, Paper No. 8, 40 p. (2022; Zbl 07642961) Full Text: DOI arXiv OpenURL
Li, Chaofan; Ma, Kai Entity recognition of Chinese medical text based on multi-head self-attention combined with BILSTM-CRF. (English) Zbl 1489.92068 Math. Biosci. Eng. 19, No. 3, 2206-2218 (2022). MSC: 92C50 91F20 PDF BibTeX XML Cite \textit{C. Li} and \textit{K. Ma}, Math. Biosci. Eng. 19, No. 3, 2206--2218 (2022; Zbl 1489.92068) Full Text: DOI OpenURL
Kanga, Serge-Hippolyte Arnaud; Hili, Ouagnina; Dabo-Niang, Sophie On nonparametric conditional quantile estimation for non-stationary random fields. (English. French summary) Zbl 1485.62135 Afr. Stat. 16, No. 4, 3009-3039 (2021). MSC: 62M30 62G20 62M40 PDF BibTeX XML Cite \textit{S.-H. A. Kanga} et al., Afr. Stat. 16, No. 4, 3009--3039 (2021; Zbl 1485.62135) Full Text: DOI Link OpenURL
Bourgault, Gilles Clarifications and new insights on conditional bias. (English) Zbl 1465.86010 Math. Geosci. 53, No. 4, 623-654 (2021). MSC: 86A32 62A01 62M40 PDF BibTeX XML Cite \textit{G. Bourgault}, Math. Geosci. 53, No. 4, 623--654 (2021; Zbl 1465.86010) Full Text: DOI OpenURL
Ismagilov, Niyaz S.; Lifshits, Mikhail A.; Yakovlev, Andrey A. A new type of conditioning of stationary fields and its application to the spectral simulation approach in geostatistics. (English) Zbl 1465.86014 Math. Geosci. 53, No. 4, 597-621 (2021). MSC: 86A32 60G25 62M40 PDF BibTeX XML Cite \textit{N. S. Ismagilov} et al., Math. Geosci. 53, No. 4, 597--621 (2021; Zbl 1465.86014) Full Text: DOI OpenURL
Allard, Denis; Fabbri, Paolo; Gaetan, Carlo Modeling and simulating depositional sequences using latent Gaussian random fields. (English) Zbl 1465.86009 Math. Geosci. 53, No. 4, 469-497 (2021). MSC: 86A32 62M40 PDF BibTeX XML Cite \textit{D. Allard} et al., Math. Geosci. 53, No. 4, 469--497 (2021; Zbl 1465.86009) Full Text: DOI arXiv OpenURL
El-Louh, M’hamed; Ezzaki, Fatima; Tahri, Khalid Set valued Aumann-Pettis integrable martingale representation theorem and convergence. (English) Zbl 1459.60089 Ann. Funct. Anal. 11, No. 4, 1236-1256 (2020). MSC: 60G42 28A05 46B25 60B12 PDF BibTeX XML Cite \textit{M. El-Louh} et al., Ann. Funct. Anal. 11, No. 4, 1236--1256 (2020; Zbl 1459.60089) Full Text: DOI OpenURL
Sadeghi, Kayvan On finite exchangeability and conditional independence. (English) Zbl 1446.62255 Electron. J. Stat. 14, No. 2, 2773-2797 (2020). Reviewer: Denis Sidorov (Irkutsk) MSC: 62M40 62H22 05C90 PDF BibTeX XML Cite \textit{K. Sadeghi}, Electron. J. Stat. 14, No. 2, 2773--2797 (2020; Zbl 1446.62255) Full Text: DOI arXiv Euclid OpenURL
Forde, Martin; Smith, Benjamin The conditional law of the Bacry-Muzy and Riemann-Liouville log correlated Gaussian fields and their GMC, via Gaussian Hilbert and fractional Sobolev spaces. (English) Zbl 1434.60131 Stat. Probab. Lett. 161, Article ID 108732, 11 p. (2020). MSC: 60G57 60G15 28A80 PDF BibTeX XML Cite \textit{M. Forde} and \textit{B. Smith}, Stat. Probab. Lett. 161, Article ID 108732, 11 p. (2020; Zbl 1434.60131) Full Text: DOI OpenURL
Ma, Wei; Jafarpour, Behnam Assessing multiple-point statistical facies simulation behavior for effective conditioning on probabilistic data. (English) Zbl 1428.86026 Math. Geosci. 51, No. 8, 975-998 (2019). MSC: 86A32 62M40 PDF BibTeX XML Cite \textit{W. Ma} and \textit{B. Jafarpour}, Math. Geosci. 51, No. 8, 975--998 (2019; Zbl 1428.86026) Full Text: DOI OpenURL
Li, Weidong; Zhang, Chuanrong Markov chain random fields in the perspective of spatial Bayesian networks and optimal neighborhoods for simulation of categorical fields. (English) Zbl 1428.62427 Comput. Geosci. 23, No. 5, 1087-1106 (2019). MSC: 62M40 60J20 62F15 90B15 PDF BibTeX XML Cite \textit{W. Li} and \textit{C. Zhang}, Comput. Geosci. 23, No. 5, 1087--1106 (2019; Zbl 1428.62427) Full Text: DOI arXiv OpenURL
Mondal, Debashis; Wang, Chunxiao A matrix-free method for spatial-temporal Gaussian state-space models. (English) Zbl 1442.62203 Stat. Sin. 29, No. 4, 2205-2227 (2019). Reviewer: Mikhail P. Moklyachuk (Kyïv) MSC: 62M10 62M30 62M40 62H35 62J12 62P12 PDF BibTeX XML Cite \textit{D. Mondal} and \textit{C. Wang}, Stat. Sin. 29, No. 4, 2205--2227 (2019; Zbl 1442.62203) Full Text: DOI OpenURL
Ma, Wei; Jafarpour, Behnam Integration of soft data into multiple-point statistical simulation: re-assessing the probability conditioning method for facies model calibration. (English) Zbl 1421.86027 Comput. Geosci. 23, No. 4, 683-703 (2019). MSC: 86A32 62M40 PDF BibTeX XML Cite \textit{W. Ma} and \textit{B. Jafarpour}, Comput. Geosci. 23, No. 4, 683--703 (2019; Zbl 1421.86027) Full Text: DOI OpenURL
Lee, Ji Hyung; Song, Kyungchul Stable limit theorems for empirical processes under conditional neighborhood dependence. (English) Zbl 1447.60053 Bernoulli 25, No. 2, 1189-1224 (2019). Reviewer: Fraser Daly (Edinburgh) MSC: 60F05 62E17 PDF BibTeX XML Cite \textit{J. H. Lee} and \textit{K. Song}, Bernoulli 25, No. 2, 1189--1224 (2019; Zbl 1447.60053) Full Text: DOI arXiv Euclid OpenURL
Larsson, Måns; Arnab, Anurag; Zheng, Shuai; Torr, Philip; Kahl, Fredrik Revisiting deep structured models for pixel-level labeling with gradient-based inference. (English) Zbl 1448.68442 SIAM J. Imaging Sci. 11, No. 4, 2610-2628 (2018). MSC: 68T45 68T07 68U10 94A08 PDF BibTeX XML Cite \textit{M. Larsson} et al., SIAM J. Imaging Sci. 11, No. 4, 2610--2628 (2018; Zbl 1448.68442) Full Text: DOI OpenURL
MacNab, Ying C. Some recent work on multivariate Gaussian Markov random fields. (English) Zbl 1417.62276 Test 27, No. 3, 497-541 (2018). MSC: 62M40 62H11 62H12 62F15 62M30 62M10 62P10 PDF BibTeX XML Cite \textit{Y. C. MacNab}, Test 27, No. 3, 497--541 (2018; Zbl 1417.62276) Full Text: DOI OpenURL
Ippoliti, L.; Martin, R. J.; Romagnoli, L. Efficient likelihood computations for some multivariate Gaussian Markov random fields. (English) Zbl 1401.62188 J. Multivariate Anal. 168, 185-200 (2018). MSC: 62M40 62M10 62H12 PDF BibTeX XML Cite \textit{L. Ippoliti} et al., J. Multivariate Anal. 168, 185--200 (2018; Zbl 1401.62188) Full Text: DOI OpenURL
Zammit-Mangion, Andrew; Rougier, Jonathan A sparse linear algebra algorithm for fast computation of prediction variances with Gaussian Markov random fields. (English) Zbl 1469.62174 Comput. Stat. Data Anal. 123, 116-130 (2018). MSC: 62-08 62M40 PDF BibTeX XML Cite \textit{A. Zammit-Mangion} and \textit{J. Rougier}, Comput. Stat. Data Anal. 123, 116--130 (2018; Zbl 1469.62174) Full Text: DOI arXiv OpenURL
Liu, Xiao; Gopal, Vikneswaran; Kalagnanam, Jayant A spatio-temporal modeling framework for weather radar image data in tropical southeast Asia. (English) Zbl 1393.62125 Ann. Appl. Stat. 12, No. 1, 378-407 (2018). MSC: 62P12 62M30 62M40 PDF BibTeX XML Cite \textit{X. Liu} et al., Ann. Appl. Stat. 12, No. 1, 378--407 (2018; Zbl 1393.62125) Full Text: DOI Euclid OpenURL
Lindqvist, Bo H.; Taraldsen, Gunnar On the proper treatment of improper distributions. (English) Zbl 1383.62016 J. Stat. Plann. Inference 195, 93-104 (2018). MSC: 62A01 62F15 62D05 60A05 PDF BibTeX XML Cite \textit{B. H. Lindqvist} and \textit{G. Taraldsen}, J. Stat. Plann. Inference 195, 93--104 (2018; Zbl 1383.62016) Full Text: DOI arXiv Link OpenURL
Singh, Abhiram Kumar; Chandra Sekhar, C. A two-stage conditional random field model based framework for multi-label classification. (English) Zbl 1498.68265 Shankar, B. Uma (ed.) et al., Pattern recognition and machine intelligence. 7th international conference, PReMI 2017, Kolkata, India, December 5–8, 2017. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 10597, 69-76 (2017). MSC: 68T05 62H30 62M40 PDF BibTeX XML Cite \textit{A. K. Singh} and \textit{C. Chandra Sekhar}, Lect. Notes Comput. Sci. 10597, 69--76 (2017; Zbl 1498.68265) Full Text: DOI OpenURL
Ye, Qi Generalizations of simple kriging methods in spatial data analysis. (English) Zbl 1403.62174 Griebel, Michael (ed.) et al., Meshfree methods for partial differential equations VIII. Selected contributions based on the presentations at the 8th international workshop, Bonn, Germany, September 7–9, 2015. Cham: Springer (ISBN 978-3-319-51953-1/hbk; 978-3-319-51954-8/ebook). Lecture Notes in Computational Science and Engineering 115, 145-166 (2017). MSC: 62M30 62G05 60G15 60G60 PDF BibTeX XML Cite \textit{Q. Ye}, Lect. Notes Comput. Sci. Eng. 115, 145--166 (2017; Zbl 1403.62174) Full Text: DOI OpenURL
Jiang, Wanwei; Liu, Juan Title word structure analysis based on conditional random fields. (Chinese. English summary) Zbl 1399.68284 J. Wuhan Univ., Nat. Sci. Ed. 63, No. 3, 251-258 (2017). MSC: 68T50 PDF BibTeX XML Cite \textit{W. Jiang} and \textit{J. Liu}, J. Wuhan Univ., Nat. Sci. Ed. 63, No. 3, 251--258 (2017; Zbl 1399.68284) Full Text: DOI OpenURL
Casleton, Emily; Nordman, Daniel; Kaiser, Mark A local structure model for network analysis. (English) Zbl 1387.90055 Stat. Interface 10, No. 2, 355-367 (2017). MSC: 90B15 PDF BibTeX XML Cite \textit{E. Casleton} et al., Stat. Interface 10, No. 2, 355--367 (2017; Zbl 1387.90055) Full Text: DOI OpenURL
Vujicic, Tijana; Glass, Jesse; Zhou, Fang; Obradovic, Zoran Gaussian conditional random fields extended for directed graphs. (English) Zbl 1460.62084 Mach. Learn. 106, No. 9-10, 1271-1288 (2017). MSC: 62H12 62H22 62J02 62M40 60G60 05C90 PDF BibTeX XML Cite \textit{T. Vujicic} et al., Mach. Learn. 106, No. 9--10, 1271--1288 (2017; Zbl 1460.62084) Full Text: DOI OpenURL
Galerne, Bruno; Leclaire, Arthur Texture inpainting using efficient Gaussian conditional simulation. (English) Zbl 06830225 SIAM J. Imaging Sci. 10, No. 3, 1446-1474 (2017). MSC: 62M40 68U10 60G15 PDF BibTeX XML Cite \textit{B. Galerne} and \textit{A. Leclaire}, SIAM J. Imaging Sci. 10, No. 3, 1446--1474 (2017; Zbl 06830225) Full Text: DOI OpenURL
Chang, Lo-Bin; Borenstein, Eran; Zhang, Wei; Geman, Stuart Maximum likelihood features for generative image models. (English) Zbl 1380.62238 Ann. Appl. Stat. 11, No. 3, 1275-1308 (2017). MSC: 62M40 62H35 62F15 PDF BibTeX XML Cite \textit{L.-B. Chang} et al., Ann. Appl. Stat. 11, No. 3, 1275--1308 (2017; Zbl 1380.62238) Full Text: DOI OpenURL
Tran, Truyen; Phung, Dinh; Bui, Hung; Venkatesh, Svetha Hierarchical semi-Markov conditional random fields for deep recursive sequential data. (English) Zbl 1427.60095 Artif. Intell. 246, 53-85 (2017). MSC: 60G60 60J20 68T27 PDF BibTeX XML Cite \textit{T. Tran} et al., Artif. Intell. 246, 53--85 (2017; Zbl 1427.60095) Full Text: DOI arXiv OpenURL
Dreassi, Emanuela; Rigo, Pietro A note on compatibility of conditional autoregressive models. (English) Zbl 1376.62032 Stat. Probab. Lett. 125, 9-16 (2017). MSC: 62H05 62F15 62M10 PDF BibTeX XML Cite \textit{E. Dreassi} and \textit{P. Rigo}, Stat. Probab. Lett. 125, 9--16 (2017; Zbl 1376.62032) Full Text: DOI OpenURL
Ruiz-Sarmiento, Jose-Raul; Galindo, Cipriano; Gonzalez-Jimenez, Javier A survey on learning approaches for undirected graphical models. Application to scene object recognition. (English) Zbl 1404.68116 Int. J. Approx. Reasoning 83, 434-451 (2017). MSC: 68T05 62M40 68T40 68T45 PDF BibTeX XML Cite \textit{J.-R. Ruiz-Sarmiento} et al., Int. J. Approx. Reasoning 83, 434--451 (2017; Zbl 1404.68116) Full Text: DOI OpenURL
Schulam, Peter; Saria, Suchi Integrative analysis using coupled latent variable models for individualizing prognoses. (English) Zbl 1404.68117 J. Mach. Learn. Res. 17, Paper No. 234, 35 p. (2016). MSC: 68T05 62M40 62P10 92C50 PDF BibTeX XML Cite \textit{P. Schulam} and \textit{S. Saria}, J. Mach. Learn. Res. 17, Paper No. 234, 35 p. (2016; Zbl 1404.68117) Full Text: Link OpenURL
Ginsbourger, David; Roustant, Olivier; Schuhmacher, Dominic; Durrande, Nicolas; Lenz, Nicolas On ANOVA decompositions of kernels and Gaussian random field paths. (English) Zbl 1356.65027 Cools, Ronald (ed.) et al., Monte Carlo and quasi-Monte Carlo methods. MCQMC. Proceedings of the 11th international conference on ‘Monte Carlo and quasi-Monte Carlo methods in scientific computing’, Leuven, Belgium, April 6–11, 2014. Cham: Springer (ISBN 978-3-319-33505-6/hbk; 978-3-319-33507-0/ebook). Springer Proceedings in Mathematics & Statistics 163, 315-330 (2016). MSC: 65C50 60G60 60G15 PDF BibTeX XML Cite \textit{D. Ginsbourger} et al., Springer Proc. Math. Stat. 163, 315--330 (2016; Zbl 1356.65027) Full Text: DOI arXiv OpenURL
Rabhi, Abbes; Soltani, Sara Exact asymptotic errors of the hazard conditional rate kernel for functional random fields. (English) Zbl 1359.62408 Appl. Appl. Math. 11, No. 2, 527-558 (2016). MSC: 62M40 62G05 62G07 62G20 62N02 PDF BibTeX XML Cite \textit{A. Rabhi} and \textit{S. Soltani}, Appl. Appl. Math. 11, No. 2, 527--558 (2016; Zbl 1359.62408) Full Text: Link OpenURL
Buhl, Sven; Klüppelberg, Claudia Anisotropic Brown-Resnick space-time processes: estimation and model assessment. (English) Zbl 1357.62279 Extremes 19, No. 4, 627-660 (2016). MSC: 62M40 62G32 62P12 62F05 62F12 60G70 PDF BibTeX XML Cite \textit{S. Buhl} and \textit{C. Klüppelberg}, Extremes 19, No. 4, 627--660 (2016; Zbl 1357.62279) Full Text: DOI arXiv OpenURL
Kolmogorov, Vladimir; Takhanov, Rustem Inference algorithms for pattern-based CRFs on sequence data. (English) Zbl 1353.68237 Algorithmica 76, No. 1, 17-46 (2016). MSC: 68T05 62M40 68W32 PDF BibTeX XML Cite \textit{V. Kolmogorov} and \textit{R. Takhanov}, Algorithmica 76, No. 1, 17--46 (2016; Zbl 1353.68237) Full Text: DOI arXiv Link OpenURL
Ahmadi, Ehsan; Azimifar, Zohreh Margin losses for training conditional random fields. (English) Zbl 1386.68124 J. Math. Imaging Vis. 56, No. 3, 499-510 (2016). MSC: 68T05 62M40 68T45 68U10 PDF BibTeX XML Cite \textit{E. Ahmadi} and \textit{Z. Azimifar}, J. Math. Imaging Vis. 56, No. 3, 499--510 (2016; Zbl 1386.68124) Full Text: DOI OpenURL
Pistonesi, Silvina; Martinez, Jorge; Ojeda, Silvia M. A sensibility study of the autobinomial model estimation methods based on a feature similarity index. (English) Zbl 1348.65040 Comput. Stat. 31, No. 4, 1327-1357 (2016). MSC: 62-08 62M40 PDF BibTeX XML Cite \textit{S. Pistonesi} et al., Comput. Stat. 31, No. 4, 1327--1357 (2016; Zbl 1348.65040) Full Text: DOI OpenURL
Han, Yanzhao; Qiao, Yanan; Fan, Yaping; Li, Mengchao; Wan, Difang Part-of-speech tagging of microblog unknown words based on conditional random fields and error correction. (Chinese. English summary) Zbl 1363.68145 J. Nanjing Univ., Nat. Sci. 52, No. 2, 353-360 (2016). MSC: 68T10 68T50 PDF BibTeX XML Cite \textit{Y. Han} et al., J. Nanjing Univ., Nat. Sci. 52, No. 2, 353--360 (2016; Zbl 1363.68145) Full Text: DOI OpenURL
Menafoglio, Alessandra; Petris, Giovanni Kriging for Hilbert-space valued random fields: the operatorial point of view. (English) Zbl 1337.60103 J. Multivariate Anal. 146, 84-94 (2016). MSC: 60G60 60G25 60G15 62M20 62M30 62M40 62F10 62H11 62H20 86A32 PDF BibTeX XML Cite \textit{A. Menafoglio} and \textit{G. Petris}, J. Multivariate Anal. 146, 84--94 (2016; Zbl 1337.60103) Full Text: DOI OpenURL
Burr, Tom; Skurikhin, Alexei Conditional random fields for pattern recognition applied to structured data. (English) Zbl 1461.62170 Algorithms (Basel) 8, No. 3, 466-483 (2015). MSC: 62M40 62H30 PDF BibTeX XML Cite \textit{T. Burr} and \textit{A. Skurikhin}, Algorithms (Basel) 8, No. 3, 466--483 (2015; Zbl 1461.62170) Full Text: DOI OpenURL
Arroyo, Daisy; Emery, Xavier Simulation of intrinsic random fields of order \(k\) with Gaussian generalized increments by Gibbs sampling. (English) Zbl 1397.68215 Math. Geosci. 47, No. 8, 955-974 (2015). MSC: 68U20 60G60 65F10 PDF BibTeX XML Cite \textit{D. Arroyo} and \textit{X. Emery}, Math. Geosci. 47, No. 8, 955--974 (2015; Zbl 1397.68215) Full Text: DOI OpenURL
Christiansen, Marcus C.; Spodarev, Evgeny; Unseld, Verena Differences in European mortality rates: a geometric approach on the age-period plane. (English) Zbl 1390.91173 ASTIN Bull. 45, No. 3, 477-502 (2015). MSC: 91B30 62P05 86A32 PDF BibTeX XML Cite \textit{M. C. Christiansen} et al., ASTIN Bull. 45, No. 3, 477--502 (2015; Zbl 1390.91173) Full Text: DOI OpenURL
Raychev, Veselin; Vechev, Martin; Krause, Andreas Predicting program properties from “big code”. (English) Zbl 1346.68063 Proceedings of the 42nd ACM SIGPLAN-SIGACT symposium on principles of programming languages, POPL ’15, Mumbai, India, January 12–18, 2015. New York, NY: Association for Computing Machinery (ACM) (ISBN 978-1-4503-3300-9). 111-124 (2015). MSC: 68N30 68N15 68T05 PDF BibTeX XML Cite \textit{V. Raychev} et al., in: Proceedings of the 42nd ACM SIGPLAN-SIGACT symposium on principles of programming languages, POPL '15, Mumbai, India, January 12--18, 2015. New York, NY: Association for Computing Machinery (ACM). 111--124 (2015; Zbl 1346.68063) Full Text: DOI OpenURL
Arzumanian, Victor; Nahapetian, Boris Consistent systems of finite dimensional distributions. (English) Zbl 1337.60101 Armen. J. Math. 7, No. 2, 146-163 (2015). MSC: 60G60 60E05 60K35 PDF BibTeX XML Cite \textit{V. Arzumanian} and \textit{B. Nahapetian}, Armen. J. Math. 7, No. 2, 146--163 (2015; Zbl 1337.60101) OpenURL
Dabo-Niang, Sophie; Ould-Abdi, Sidi Ali; Ould-Abdi, Ahmedoune; Diop, Aliou Consistency of a nonparametric conditional mode estimator for random fields. (English) Zbl 1332.62155 Stat. Methods Appl. 23, No. 1, 1-39 (2014). MSC: 62G20 62G05 62G07 62M30 62M40 PDF BibTeX XML Cite \textit{S. Dabo-Niang} et al., Stat. Methods Appl. 23, No. 1, 1--39 (2014; Zbl 1332.62155) Full Text: DOI OpenURL
Schaeben, Helmut A mathematical view of weights-of-evidence, conditional independence, and logistic regression in terms of Markov random fields. (English) Zbl 1323.60073 Math. Geosci. 46, No. 6, 691-709 (2014). MSC: 60G60 62P12 62M40 PDF BibTeX XML Cite \textit{H. Schaeben}, Math. Geosci. 46, No. 6, 691--709 (2014; Zbl 1323.60073) Full Text: DOI OpenURL
Litvenko, K. V.; Prigarin, S. M. Numerical stochastic models of sea surface undulation and extreme ocean waves. (Russian, English) Zbl 1340.86001 Sib. Zh. Vychisl. Mat. 17, No. 4, 349-361 (2014); translation in Numer. Analysis Appl. 7, No. 4, 293-303 (2014). MSC: 86A05 62P12 65C20 PDF BibTeX XML Cite \textit{K. V. Litvenko} and \textit{S. M. Prigarin}, Sib. Zh. Vychisl. Mat. 17, No. 4, 349--361 (2014; Zbl 1340.86001); translation in Numer. Analysis Appl. 7, No. 4, 293--303 (2014) Full Text: DOI OpenURL
Huang, Huilin Strong law of large numbers for hidden Markov chains indexed by an infinite tree with uniformly bounded degrees. (English) Zbl 1322.60022 Int. J. Stoch. Anal. 2014, Article ID 628321, 6 p. (2014). MSC: 60F15 60J10 60G60 PDF BibTeX XML Cite \textit{H. Huang}, Int. J. Stoch. Anal. 2014, Article ID 628321, 6 p. (2014; Zbl 1322.60022) Full Text: DOI OpenURL
Müller, Andreas C.; Behnke, Sven Pystruct-learning structured prediction in Python. (English) Zbl 1318.68150 J. Mach. Learn. Res. 15, 2055-2060 (2014). MSC: 68T05 62-04 62F10 PDF BibTeX XML Cite \textit{A. C. Müller} and \textit{S. Behnke}, J. Mach. Learn. Res. 15, 2055--2060 (2014; Zbl 1318.68150) Full Text: Link OpenURL
Pan, Qingqing; Zhou, Feng; Yu, Zhengtao; Guo, Jianyi; Xian, Yantuan A recognition method of Vietnamese named entity based on conditional random fields. (Chinese. English summary) Zbl 1313.68175 J. Shandong Univ., Nat. Sci. 49, No. 1, 76-79 (2014). MSC: 68T10 68T05 68T50 PDF BibTeX XML Cite \textit{Q. Pan} et al., J. Shandong Univ., Nat. Sci. 49, No. 1, 76--79 (2014; Zbl 1313.68175) Full Text: DOI OpenURL
Li, Xinde; Zhang, Xiulong A route instruction method using natural language processing for indoor intelligent robot navigation. (Chinese. English summary) Zbl 1313.68267 Acta Autom. Sin. 40, No. 2, 289-305 (2014). MSC: 68T50 68T40 PDF BibTeX XML Cite \textit{X. Li} and \textit{X. Zhang}, Acta Autom. Sin. 40, No. 2, 289--305 (2014; Zbl 1313.68267) OpenURL
Schuhmacher, Dominic; Stucki, Kaspar Gibbs point process approximation: total variation bounds using Stein’s method. (English) Zbl 1322.60060 Ann. Probab. 42, No. 5, 1911-1951 (2014). Reviewer: B. P. Harlamov (St. Peterburg) MSC: 60G55 60G60 60J80 60K35 PDF BibTeX XML Cite \textit{D. Schuhmacher} and \textit{K. Stucki}, Ann. Probab. 42, No. 5, 1911--1951 (2014; Zbl 1322.60060) Full Text: DOI arXiv Euclid OpenURL
Ge, Tian; Müller-Lenke, Nicole; Bendfeldt, Kerstin; Nichols, Thomas E.; Johnson, Timothy D. Analysis of multiple sclerosis lesions via spatially varying coefficients. (English) Zbl 1454.62334 Ann. Appl. Stat. 8, No. 2, 1095-1118 (2014). MSC: 62P10 92C55 PDF BibTeX XML Cite \textit{T. Ge} et al., Ann. Appl. Stat. 8, No. 2, 1095--1118 (2014; Zbl 1454.62334) Full Text: DOI arXiv OpenURL
Rodrigues, Filipe; Pereira, Francisco; Ribeiro, Bernardete Sequence labeling with multiple annotators. (English) Zbl 1320.62149 Mach. Learn. 95, No. 2, 165-181 (2014). MSC: 62H30 62F10 68T05 PDF BibTeX XML Cite \textit{F. Rodrigues} et al., Mach. Learn. 95, No. 2, 165--181 (2014; Zbl 1320.62149) Full Text: DOI OpenURL
Chan, Kung-Sik; Li, Dong; Ling, Shiqing; Tong, Howell On conditionally heteroscedastic AR models with thresholds. (English) Zbl 1285.62103 Stat. Sin. 24, No. 2, 625-652 (2014). MSC: 62M10 62G05 62M09 65C60 PDF BibTeX XML Cite \textit{K.-S. Chan} et al., Stat. Sin. 24, No. 2, 625--652 (2014; Zbl 1285.62103) Full Text: DOI Link OpenURL
Karaman, Svebor; Lisanti, Giuseppe; Bagdanov, Andrew D.; Del Bimbo, Alberto From re-identification to identity inference: labeling consistency by local similarity constraints. (English) Zbl 1283.68316 Gong, Shaogang (ed.) et al., Person re-identification. Selected papers based on the presentations at the 1st international workshop, Florence, Italy, October 2012. London: Springer (ISBN 978-1-4471-6295-7/hbk; 978-1-4471-6296-4/ebook). Advances in Computer Vision and Pattern Recognition, 287-307 (2014). MSC: 68T10 68T45 PDF BibTeX XML Cite \textit{S. Karaman} et al., in: Person re-identification. Selected papers based on the presentations at the 1st international workshop, Florence, Italy, October 2012. London: Springer. 287--307 (2014; Zbl 1283.68316) Full Text: DOI Link OpenURL
Kim, Minyoung Conditional ordinal random fields for structured ordinal-valued label prediction. (English) Zbl 1281.68185 Data Min. Knowl. Discov. 28, No. 2, 378-401 (2014). MSC: 68T05 68U10 68T10 PDF BibTeX XML Cite \textit{M. Kim}, Data Min. Knowl. Discov. 28, No. 2, 378--401 (2014; Zbl 1281.68185) Full Text: DOI OpenURL
Berti, Patrizia; Dreassi, Emanuela; Rigo, Pietro Compatibility results for conditional distributions. (English) Zbl 1280.62060 J. Multivariate Anal. 125, 190-203 (2014). MSC: 62H05 62F15 62A99 PDF BibTeX XML Cite \textit{P. Berti} et al., J. Multivariate Anal. 125, 190--203 (2014; Zbl 1280.62060) Full Text: DOI OpenURL
Stover, Jason H.; Ulm, Matthew C. Hyperparameter estimation and plug-in kernel density estimates for maximum a posteriori land-cover classification with multiband satellite data. (English) Zbl 1365.62249 Comput. Stat. Data Anal. 57, No. 1, 82-94 (2013). MSC: 62H30 62M40 62G07 PDF BibTeX XML Cite \textit{J. H. Stover} and \textit{M. C. Ulm}, Comput. Stat. Data Anal. 57, No. 1, 82--94 (2013; Zbl 1365.62249) Full Text: DOI OpenURL
Green, Peter J.; Thomas, Alun Sampling decomposable graphs using a Markov chain on junction trees. (English) Zbl 1284.62172 Biometrika 100, No. 1, 91-110 (2013). MSC: 62F15 05C90 65C40 65C60 PDF BibTeX XML Cite \textit{P. J. Green} and \textit{A. Thomas}, Biometrika 100, No. 1, 91--110 (2013; Zbl 1284.62172) Full Text: DOI arXiv OpenURL
Ladický, L’ubor; Russell, Chris; Kohli, Pushmeet; Torr, Philip H. S. Inference methods for CRFs with co-occurrence statistics. (English) Zbl 1270.68350 Int. J. Comput. Vis. 103, No. 2, 213-225 (2013). MSC: 68T45 62M40 94A08 PDF BibTeX XML Cite \textit{L. Ladický} et al., Int. J. Comput. Vis. 103, No. 2, 213--225 (2013; Zbl 1270.68350) Full Text: DOI OpenURL
Chatzis, Sotirios P.; Kosmopoulos, Dimitrios I.; Doliotis, Paul A conditional random field-based model for joint sequence segmentation and classification. (English) Zbl 1264.68126 Pattern Recognition 46, No. 6, 1569-1578 (2013). MSC: 68T05 62M40 PDF BibTeX XML Cite \textit{S. P. Chatzis} et al., Pattern Recognition 46, No. 6, 1569--1578 (2013; Zbl 1264.68126) Full Text: DOI OpenURL
Paciorek, Christopher J. Spatial models for point and areal data using Markov random fields on a fine grid. (English) Zbl 1337.62302 Electron. J. Stat. 7, 946-972 (2013). MSC: 62M30 62M40 60G15 62M10 62P12 PDF BibTeX XML Cite \textit{C. J. Paciorek}, Electron. J. Stat. 7, 946--972 (2013; Zbl 1337.62302) Full Text: DOI arXiv Euclid OpenURL
Hanks, Ephraim M.; Hooten, Mevin B. Circuit theory and model-based inference for landscape connectivity. (English) Zbl 1379.62090 J. Am. Stat. Assoc. 108, No. 501, 22-33 (2013). MSC: 62P12 62M40 PDF BibTeX XML Cite \textit{E. M. Hanks} and \textit{M. B. Hooten}, J. Am. Stat. Assoc. 108, No. 501, 22--33 (2013; Zbl 1379.62090) Full Text: DOI OpenURL
Lavine, Michael L.; Hodges, James S. On rigorous specification of ICAR models. (English) Zbl 07648997 Am. Stat. 66, No. 1, 42-49 (2012). MSC: 62-XX PDF BibTeX XML Cite \textit{M. L. Lavine} and \textit{J. S. Hodges}, Am. Stat. 66, No. 1, 42--49 (2012; Zbl 07648997) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{S. Subpaiboonkit} et al., Chiang Mai J. Sci. 39, No. 1, 1--7 (2012; Zbl 1310.92042) OpenURL
Feng, Dai; Tierney, Luke; Magnotta, Vincent MRI tissue classification using high-resolution Bayesian hidden Markov normal mixture models. (English) Zbl 1261.62089 J. Am. Stat. Assoc. 107, No. 497, 102-119 (2012). MSC: 62M40 92C55 62F15 65C40 PDF BibTeX XML Cite \textit{D. Feng} et al., J. Am. Stat. Assoc. 107, No. 497, 102--119 (2012; Zbl 1261.62089) Full Text: DOI OpenURL
Yang, Hee-Deok; Suk, Heung-Il; Lee, Seong-Whan Accelerating generalized iterative scaling based on staggered Aitken method for on-line conditional random fields. (English) Zbl 1261.65064 Int. J. Wavelets Multiresolut. Inf. Process. 10, No. 6, Paper No. 1250059, 16 p. (2012). MSC: 65K05 90C15 60G60 PDF BibTeX XML Cite \textit{H.-D. Yang} et al., Int. J. Wavelets Multiresolut. Inf. Process. 10, No. 6, Paper No. 1250059, 16 p. (2012; Zbl 1261.65064) Full Text: DOI OpenURL
Matúš, František On conditional independence and log-convexity. (English. French summary) Zbl 1253.62036 Ann. Inst. Henri Poincaré, Probab. Stat. 48, No. 4, 1137-1147 (2012). MSC: 62H05 62M40 05C50 62H17 62J10 PDF BibTeX XML Cite \textit{F. Matúš}, Ann. Inst. Henri Poincaré, Probab. Stat. 48, No. 4, 1137--1147 (2012; Zbl 1253.62036) Full Text: DOI Euclid OpenURL
Teuber, T.; Lang, A. A new similarity measure for nonlocal filtering in the presence of multiplicative noise. (English) Zbl 1254.94010 Comput. Stat. Data Anal. 56, No. 12, 3821-3842 (2012). MSC: 94A08 94A12 62H35 62M40 PDF BibTeX XML Cite \textit{T. Teuber} and \textit{A. Lang}, Comput. Stat. Data Anal. 56, No. 12, 3821--3842 (2012; Zbl 1254.94010) Full Text: DOI Link OpenURL
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 PDF BibTeX XML Cite \textit{J. Wang} et al., Front. Comput. Sci. 6, No. 5, 513--526 (2012; Zbl 1251.68273) Full Text: DOI OpenURL
Dalang, Robert C.; Khoshnevisan, Davar; Nualart, Eulalia; Wu, Dongsheng; Xiao, Yimin Critical Brownian sheet does not have double points. (English) Zbl 1269.60053 Ann. Probab. 40, No. 4, 1829-1859 (2012). Reviewer: Ion Cuculescu (Bucureşti) MSC: 60G60 60G15 60J45 PDF BibTeX XML Cite \textit{R. C. Dalang} et al., Ann. Probab. 40, No. 4, 1829--1859 (2012; Zbl 1269.60053) Full Text: DOI arXiv Euclid OpenURL
Boix, Xavier; Gonfaus, Josep M.; Van De Weijer, Joost; Bagdanov, Andrew D.; Serrat, Joan Harmony potentials fusing global and local scale for semantic image segmentation. (English) Zbl 1235.68246 Int. J. Comput. Vis. 96, No. 1, 83-102 (2012). MSC: 68T45 68U10 PDF BibTeX XML Cite \textit{X. Boix} et al., Int. J. Comput. Vis. 96, No. 1, 83--102 (2012; Zbl 1235.68246) Full Text: DOI OpenURL
Dalalyan, A. S.; Nahapetian, B. S. Description of random fields by means of one-point finite-conditional distributions. (English) Zbl 1302.60084 J. Contemp. Math. Anal., Armen. Acad. Sci. 46, No. 2, 113-119 (2011) and Izv. Nats. Akad. Nauk Armen., Mat. 46, No. 2, 27-37 (2011). MSC: 60G60 PDF BibTeX XML Cite \textit{A. S. Dalalyan} and \textit{B. S. Nahapetian}, J. Contemp. Math. Anal., Armen. Acad. Sci. 46, No. 2, 113--119 (2011; Zbl 1302.60084) Full Text: DOI OpenURL
Sutton, Charles; McCallum, Andrew An introduction to conditional random fields. (English) Zbl 1253.68001 Found. Trends Mach. Learn. 4, No. 4, 267-373 (2011). MSC: 68-02 62A09 68T05 62H30 62H12 PDF BibTeX XML Cite \textit{C. Sutton} and \textit{A. McCallum}, Found. Trends Mach. Learn. 4, No. 4, 267--373 (2011; Zbl 1253.68001) Full Text: DOI arXiv OpenURL
Crivelli, Tomás; Bouthemy, Patrick; Cernuschi-Frías, Bruno; Yao, Jian-Feng Simultaneous motion detection and background reconstruction with a conditional mixed-state Markov random field. (English) Zbl 1235.68253 Int. J. Comput. Vis. 94, No. 3, 295-316 (2011). MSC: 68T45 PDF BibTeX XML Cite \textit{T. Crivelli} et al., Int. J. Comput. Vis. 94, No. 3, 295--316 (2011; Zbl 1235.68253) Full Text: DOI Link OpenURL
Reichartz, Frank Johann Extraction of semantic relations from text with tree kernel methods. (English) Zbl 1235.68019 Bonn: Univ. Bonn, Mathematisch-Naturwissenschaftliche Fakultät (Diss.). vi, 146 p. (2011). MSC: 68-02 68T50 PDF BibTeX XML Cite \textit{F. J. Reichartz}, Extraction of semantic relations from text with tree kernel methods. Bonn: Univ. Bonn, Mathematisch-Naturwissenschaftliche Fakultät (Diss.) (2011; Zbl 1235.68019) OpenURL
He, Ming; Du, Yong-Ping \(P\)-top-\(k\) queries in a probabilistic framework from information extraction models. (English) Zbl 1231.68117 Comput. Math. Appl. 62, No. 7, 2755-2769 (2011). MSC: 68P10 PDF BibTeX XML Cite \textit{M. He} and \textit{Y.-P. Du}, Comput. Math. Appl. 62, No. 7, 2755--2769 (2011; Zbl 1231.68117) Full Text: DOI OpenURL
Nowozin, Sebastian; Lampert, Christoph H. Structured learning and prediction in computer vision. (English) Zbl 1221.68248 Found. Trends Comput. Graph. Vis. 6(2010), No. 3-4, 185-365 (2011). MSC: 68T45 68T05 62F15 62M40 68R10 68-02 PDF BibTeX XML Cite \textit{S. Nowozin} and \textit{C. H. Lampert}, Found. Trends Comput. Graph. Vis. 6, No. 3--4, 185--365 (2011; Zbl 1221.68248) Full Text: DOI OpenURL
Sain, Stephan R.; Furrer, Reinhard; Cressie, Noel A spatial analysis of multivariate output from regional climate models. (English) Zbl 1220.62152 Ann. Appl. Stat. 5, No. 1, 150-175 (2011). MSC: 62P12 62M40 62H11 PDF BibTeX XML Cite \textit{S. R. Sain} et al., Ann. Appl. Stat. 5, No. 1, 150--175 (2011; Zbl 1220.62152) Full Text: DOI arXiv OpenURL
Ould Abdi, S. A.; Dabo-Niang, S.; Diop, A.; Ould Abdi, A. Consistency of a nonparametric conditional quantile estimator for random fields. (English) Zbl 1282.62094 Math. Methods Stat. 19, No. 1, 1-21 (2010). MSC: 62G07 62G08 62M30 62M40 PDF BibTeX XML Cite \textit{S. A. Ould Abdi} et al., Math. Methods Stat. 19, No. 1, 1--21 (2010; Zbl 1282.62094) Full Text: DOI OpenURL
Bordes, Antoine; Bottou, Léon; Gallinari, Patrick; Chang, Jonathan; Smith, S. Alex Erratum: SGDQN is less careful than expected. (English) Zbl 1242.68206 J. Mach. Learn. Res. 11, 2229-2240 (2010). MSC: 68T05 62H30 62J07 PDF BibTeX XML Cite \textit{A. Bordes} et al., J. Mach. Learn. Res. 11, 2229--2240 (2010; Zbl 1242.68206) Full Text: Link OpenURL
Mann, Gideon S.; Mccallum, Andrew Generalized expectation criteria for semi-supervised learning with weakly labeled data. (English) Zbl 1242.68236 J. Mach. Learn. Res. 11, 955-984 (2010). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{G. S. Mann} and \textit{A. Mccallum}, J. Mach. Learn. Res. 11, 955--984 (2010; Zbl 1242.68236) Full Text: Link OpenURL
Bundschus, Markus From text to knowledge: Bridging the gap with probabilistic graphical models. (English) Zbl 1213.68675 München: Univ. München, Fakultät für Mathematik, Informatik und Statistik (Diss.). viii, 156 p. (2010). MSC: 68U35 68-02 62M40 68M11 68P10 68T10 68T30 68T35 PDF BibTeX XML Cite \textit{M. Bundschus}, From text to knowledge: Bridging the gap with probabilistic graphical models. München: Univ. München, Fakultät für Mathematik, Informatik und Statistik (Diss.) (2010; Zbl 1213.68675) Full Text: Link OpenURL
Li, Jihong; Wang, Ruibo; Wang, Weilin; Li, Guochen Automatic labeling of semantic roles on Chinese FrameNet. (Chinese. English summary) Zbl 1224.68193 J. Softw. 21, No. 4, 597-611 (2010). MSC: 68T50 PDF BibTeX XML Cite \textit{J. Li} et al., J. Softw. 21, No. 4, 597--611 (2010; Zbl 1224.68193) Full Text: DOI OpenURL
Cheng, Yong; Sun, Chengjie; Lin, Lei; Liu, Yuanchao A comparison study of conditional random fields toolkits. (English) Zbl 1214.68419 Huang, De-Shuang (ed) et al., Advanced intelligent computing theories and applications. 6th international conference on intelligent computing, Changsha, China, August 18–21, 2010. Proceedings. Berlin: Springer (ISBN 978-3-642-14830-9/pbk; 978-3-642-14831-6/ebook). Communications in Computer and Information Science 93, 192-199 (2010). MSC: 68T50 PDF BibTeX XML Cite \textit{Y. Cheng} et al., Commun. Comput. Inf. Sci. 93, 192--199 (2010; Zbl 1214.68419) Full Text: DOI OpenURL
Kim, Minyoung Large margin cost-sensitive learning of conditional random fields. (English) Zbl 1209.68464 Pattern Recognition 43, No. 10, 3683-3692 (2010). MSC: 68T10 68T05 PDF BibTeX XML Cite \textit{M. Kim}, Pattern Recognition 43, No. 10, 3683--3692 (2010; Zbl 1209.68464) Full Text: DOI OpenURL
Dabo-Niang, Sophie; Thiam, Baba Robust quantile estimation and prediction for spatial processes. (English) Zbl 1193.62165 Stat. Probab. Lett. 80, No. 17-18, 1447-1458 (2010). MSC: 62M30 62G05 62G20 62M40 65C60 PDF BibTeX XML Cite \textit{S. Dabo-Niang} and \textit{B. Thiam}, Stat. Probab. Lett. 80, No. 17--18, 1447--1458 (2010; Zbl 1193.62165) Full Text: DOI arXiv OpenURL
Mao, Yi; Lebanon, Guy Generalized isotonic conditional random fields. (English) Zbl 1470.68143 Mach. Learn. 77, No. 2-3, 225-248 (2009). MSC: 68T05 62M20 62M40 PDF BibTeX XML Cite \textit{Y. Mao} and \textit{G. Lebanon}, Mach. Learn. 77, No. 2--3, 225--248 (2009; Zbl 1470.68143) Full Text: DOI OpenURL
Hsu, Chun-Nan; Huang, Han-Shen; Chang, Yu-Ming; Lee, Yuh-Jye Periodic step-size adaptation in second-order gradient descent for single-pass on-line structured learning. (English) Zbl 1470.68116 Mach. Learn. 77, No. 2-3, 195-224 (2009). MSC: 68T05 62M40 68W27 90C15 PDF BibTeX XML Cite \textit{C.-N. Hsu} et al., Mach. Learn. 77, No. 2--3, 195--224 (2009; Zbl 1470.68116) Full Text: DOI OpenURL
Sutton, Charles; McCallum, Andrew Piecewise training for structured prediction. (English) Zbl 1470.68182 Mach. Learn. 77, No. 2-3, 165-194 (2009). MSC: 68T05 62H22 62M20 62M40 PDF BibTeX XML Cite \textit{C. Sutton} and \textit{A. McCallum}, Mach. Learn. 77, No. 2--3, 165--194 (2009; Zbl 1470.68182) Full Text: DOI OpenURL
Mizel, Victor J.; Rao, M. M. Quadratic equations in Hilbertian operators and applications. (English) Zbl 1193.47024 Int. J. Math. 20, No. 11, 1431-1454 (2009). Reviewer: Michael Perelmuter (Kyïv) MSC: 47A65 60G57 46G10 PDF BibTeX XML Cite \textit{V. J. Mizel} and \textit{M. M. Rao}, Int. J. Math. 20, No. 11, 1431--1454 (2009; Zbl 1193.47024) Full Text: DOI OpenURL
Dachian, S.; Nahapetian, B. S. On Gibbsianness of random fields. (English) Zbl 1168.60348 Markov Process. Relat. Fields 15, No. 1, 81-104 (2009). MSC: 60G60 60K35 82B31 PDF BibTeX XML Cite \textit{S. Dachian} and \textit{B. S. Nahapetian}, Markov Process. Relat. Fields 15, No. 1, 81--104 (2009; Zbl 1168.60348) Full Text: arXiv OpenURL
Xiong, Ying; Zhu, Jie; Huang, Hao; Xu, Haihua Minimum tag error for discriminative training of conditional random fields. (English) Zbl 1178.68478 Inf. Sci. 179, No. 1-2, 169-179 (2009). MSC: 68T05 68T50 PDF BibTeX XML Cite \textit{Y. Xiong} et al., Inf. Sci. 179, No. 1--2, 169--179 (2009; Zbl 1178.68478) Full Text: DOI OpenURL
Li, Jiexiang; Tran, Lanh Tat Nonparametric estimation of conditional expectation. (English) Zbl 1149.62078 J. Stat. Plann. Inference 139, No. 2, 164-175 (2009). MSC: 62M40 62G05 62E20 62G08 62M10 PDF BibTeX XML Cite \textit{J. Li} and \textit{L. T. Tran}, J. Stat. Plann. Inference 139, No. 2, 164--175 (2009; Zbl 1149.62078) Full Text: DOI OpenURL
Dietterich, Thomas G.; Hao, Guohua; Ashenfelter, Adam Gradient tree boosting for training conditional random fields. (English) Zbl 1225.68173 J. Mach. Learn. Res. 9, 2113-2139 (2008). MSC: 68T05 62M40 PDF BibTeX XML Cite \textit{T. G. Dietterich} et al., J. Mach. Learn. Res. 9, 2113--2139 (2008; Zbl 1225.68173) Full Text: Link OpenURL
Collins, Michael; Globerson, Amir; Koo, Terry; Carreras, Xavier; Bartlett, Peter L. Exponentiated gradient algorithms for conditional random fields and max-margin Markov networks. (English) Zbl 1225.68167 J. Mach. Learn. Res. 9, 1775-1822 (2008). MSC: 68T05 68W25 PDF BibTeX XML Cite \textit{M. Collins} et al., J. Mach. Learn. Res. 9, 1775--1822 (2008; Zbl 1225.68167) Full Text: Link OpenURL
Zhu, Jun; Nie, Zaiqing; Zhang, Bo; Wen, Ji-Rong Dynamic hierarchical Markov random fields for integrated web data extraction. (English) Zbl 1225.68226 J. Mach. Learn. Res. 9, 1583-1614 (2008). MSC: 68T05 68U35 PDF BibTeX XML Cite \textit{J. Zhu} et al., J. Mach. Learn. Res. 9, 1583--1614 (2008; Zbl 1225.68226) Full Text: Link OpenURL
Huang, Hao; Zhu, Jie Tone modeling based on hidden conditional random fields and discriminative model weight training. (English) Zbl 1199.68285 Trans. Nanjing Univ. Aeronaut. Astronaut. 25, No. 1, 43-50 (2008). MSC: 68T10 PDF BibTeX XML Cite \textit{H. Huang} and \textit{J. Zhu}, Trans. Nanjing Univ. Aeronaut. Astronaut. 25, No. 1, 43--50 (2008; Zbl 1199.68285) OpenURL