"We address the task of detection and classification of references in Czech court decisions, mainly we focus on references to other court decisions and acts. We handle these references like entities in the task of Named Entity Recognition. In addition, we are interested in detection of institutions that issued documents under consideration. Attributes like the applicability of law have been studied as well. We approach the task using machine learning methods, namely HMM and Perceptron algorithm. We report F-measure over 90% for each entity. The results significantly outperform the systems published previously." . . . "Vidov\u00E1 Hladk\u00E1, Barbora" . "Kr\u00ED\u017E, Vincent" . . "RIV/00216208:11320/14:10289385!RIV15-TA0-11320___" . "decisions; court; czech; references; recognition; statistical"@en . "We address the task of detection and classification of references in Czech court decisions, mainly we focus on references to other court decisions and acts. We handle these references like entities in the task of Named Entity Recognition. In addition, we are interested in detection of institutions that issued documents under consideration. Attributes like the applicability of law have been studied as well. We approach the task using machine learning methods, namely HMM and Perceptron algorithm. We report F-measure over 90% for each entity. The results significantly outperform the systems published previously."@en . "Tuxtla Guti\u00E9rrez, Chiapas, Mexico" . "2014-11-16+01:00"^^ . . "13th Mexican International Conference on Artificial Intelligence, MICAI 2014, Tuxtla Guti\u00E9rrez, Mexico, November 16-22, 2014. Proceedings, Part I" . . . "11320" . . . "47345" . . . . . . "Statistical Recognition of References in Czech Court Decisions" . "4"^^ . "4"^^ . "RIV/00216208:11320/14:10289385" . . . "11"^^ . "D\u011Bdek, Jan" . "Springer International Publishing" . "[36A027D04F64]" . . . . "Statistical Recognition of References in Czech Court Decisions"@en . "P(TA02010182)" . "Statistical Recognition of References in Czech Court Decisions"@en . . . "Ne\u010Dask\u00FD, Martin" . . "978-3-319-13646-2" . "Statistical Recognition of References in Czech Court Decisions" . "Switzerland" . .