{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,15]],"date-time":"2025-07-15T03:30:48Z","timestamp":1752550248256,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":20,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,6,25]],"date-time":"2018-06-25T00:00:00Z","timestamp":1529884800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2018,6,25]]},"DOI":"10.1145\/3227609.3227668","type":"proceedings-article","created":{"date-parts":[[2018,7,6]],"date-time":"2018-07-06T19:30:44Z","timestamp":1530905444000},"page":"1-12","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":8,"title":["Comparison of different model's performances in task of document classification"],"prefix":"10.1145","author":[{"given":"Kristijan","family":"Spirovski","sequence":"first","affiliation":[{"name":"Ss. Cyril and Methodius, Skopje, Macedonia"}]},{"given":"Evgenija","family":"Stevanoska","sequence":"additional","affiliation":[{"name":"Ss. Cyril and Methodius, Skopje, Macedonia"}]},{"given":"Andrea","family":"Kulakov","sequence":"additional","affiliation":[{"name":"Ss. Cyril and Methodius, Skopje, Macedonia"}]},{"given":"Zaneta","family":"Popeska","sequence":"additional","affiliation":[{"name":"Ss. Cyril and Methodius, Skopje, Macedonia"}]},{"given":"Goran","family":"Velinov","sequence":"additional","affiliation":[{"name":"Ss. Cyril and Methodius, Skopje, Macedonia"}]}],"member":"320","published-online":{"date-parts":[[2018,6,25]]},"reference":[{"key":"e_1_3_2_1_1_1","first-page":"139","article-title":"One-class SVMs for document classification","author":"Larry","year":"2001","unstructured":"Manevitz, Larry M., and Malik Yousef . \" One-class SVMs for document classification .\" Journal of Machine Learning Research 2. Dec ( 2001 ): 139 -- 154 . Manevitz, Larry M., and Malik Yousef. \"One-class SVMs for document classification.\" Journal of Machine Learning Research 2.Dec (2001): 139--154.","journal-title":"Journal of Machine Learning Research 2."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2004.04.009"},{"key":"e_1_3_2_1_3_1","unstructured":"McCallum Andrew and Kamal Nigam. \"A comparison of event models for naive bayes text classification.\" AAAI-98 workshop on learning for text categorization. Vol. 752. 1998.  McCallum Andrew and Kamal Nigam. \"A comparison of event models for naive bayes text classification.\" AAAI-98 workshop on learning for text categorization. Vol. 752. 1998."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2006.162"},{"key":"e_1_3_2_1_5_1","unstructured":"https:\/\/wordnet.princeton.edu\/  https:\/\/wordnet.princeton.edu\/"},{"key":"e_1_3_2_1_6_1","unstructured":"Journal of Data Mining and Management 2017 2 2 A Neural Network Approach for Text Document Classification and Semantic Text Analytics"},{"key":"e_1_3_2_1_7_1","volume-title":"proceedings of the third international conference on.","volume":"1","author":"Kam Tin","year":"1995","unstructured":"Ho, Tin Kam . \" Random decision forests.\" Document analysis and recognition, 1995 ., proceedings of the third international conference on. Vol. 1 . IEEE, 1995 . Ho, Tin Kam. \"Random decision forests.\" Document analysis and recognition, 1995., proceedings of the third international conference on. Vol. 1. IEEE, 1995."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/130385.130401"},{"key":"e_1_3_2_1_9_1","unstructured":"Glorot Xavier Antoine Bordes and Yoshua Bengio. \"Deep sparse rectifier neural networks.\" Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics. 2011.  Glorot Xavier Antoine Bordes and Yoshua Bengio. \"Deep sparse rectifier neural networks.\" Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics. 2011."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.5555\/2627435.2670313"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015435"},{"key":"e_1_3_2_1_12_1","volume-title":"A method for stochastic optimization.\" arXiv preprint arXiv:1412.6980","author":"Adam Jimmy Ba.","year":"2014","unstructured":"Kingma, Diederik, and Jimmy Ba. \" Adam : A method for stochastic optimization.\" arXiv preprint arXiv:1412.6980 ( 2014 ). Kingma, Diederik, and Jimmy Ba. \"Adam: A method for stochastic optimization.\" arXiv preprint arXiv:1412.6980 (2014)."},{"key":"e_1_3_2_1_13_1","volume-title":"Yuan Yu and Xiaoqiang Zheng. TensorFlow: Large-scale machine learning on heterogeneous systems","author":"Abadi Mart\u00edn","year":"2015","unstructured":"Mart\u00edn Abadi , Ashish Agarwal , Paul Barham , Eugene Brevdo , Zhifeng Chen , Craig Citro , Greg S. Corrado , Andy Davis , Jeffrey Dean , Matthieu Devin , Sanjay Ghemawat , Ian Goodfellow , Andrew Harp , Geoffrey Irving , Michael Isard , Yangqing Jia , Rafal Jozefowicz , Lukasz Kaiser , Manjunath Kudlur , Josh Levenberg , Dandelion Man\u00e9 , Rajat Monga , Sherry Moore , Derek Murray , Chris Olah , Mike Schuster , Jonathon Shlens , Benoit Steiner , Ilya Sutskever , Kunal Talwar , Paul Tucker , Vincent Vanhoucke , Vijay Vasudevan , Fernanda Vi\u00e9gas , Oriol Vinyals , Pete Warden , Martin Wattenberg , Martin Wicke , Yuan Yu and Xiaoqiang Zheng. TensorFlow: Large-scale machine learning on heterogeneous systems , 2015 . Software available from tensorflow.org. Mart\u00edn Abadi, Ashish Agarwal, Paul Barham, Eugene Brevdo, Zhifeng Chen, Craig Citro, Greg S. Corrado, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Ian Goodfellow, Andrew Harp, Geoffrey Irving, Michael Isard, Yangqing Jia, Rafal Jozefowicz, Lukasz Kaiser, Manjunath Kudlur, Josh Levenberg, Dandelion Man\u00e9, Rajat Monga, Sherry Moore, Derek Murray, Chris Olah, Mike Schuster, Jonathon Shlens, Benoit Steiner, Ilya Sutskever, Kunal Talwar, Paul Tucker, Vincent Vanhoucke, Vijay Vasudevan, Fernanda Vi\u00e9gas, Oriol Vinyals, Pete Warden, Martin Wattenberg, Martin Wicke, Yuan Yu and Xiaoqiang Zheng. TensorFlow: Large-scale machine learning on heterogeneous systems, 2015. Software available from tensorflow.org."},{"key":"e_1_3_2_1_14_1","unstructured":"Pedregosa F. and Varoquaux G. and Gramfort A. and Michel V. and Thirion B. and Grisel O. and Blondel M. and Prettenhofer P. and Weiss R. and Dubourg V. and Vanderplas J. and Passos A. and Cournapeau D. and Brucher M. and Perrot M. and Duchesnay E. \"Scikit-learn: Machine Learning in Python\" Journal of Machine Learning Research Volume 12 Pages: 2825--2830 2011   Pedregosa F. and Varoquaux G. and Gramfort A. and Michel V. and Thirion B. and Grisel O. and Blondel M. and Prettenhofer P. and Weiss R. and Dubourg V. and Vanderplas J. and Passos A. and Cournapeau D. and Brucher M. and Perrot M. and Duchesnay E. \"Scikit-learn: Machine Learning in Python\" Journal of Machine Learning Research Volume 12 Pages:2825--2830 2011"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCSE.2011.37"},{"key":"e_1_3_2_1_16_1","unstructured":"Eric Jones and Travis Oliphant and Pearu Peterson. \"SciPy: Open source scientific tools for Python.\" 2011 Software available at \"http:\/\/www.scipy.org\/\".  Eric Jones and Travis Oliphant and Pearu Peterson. \"SciPy: Open source scientific tools for Python.\" 2011 Software available at \"http:\/\/www.scipy.org\/\"."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/505282.505283"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/584792.584911"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"crossref","unstructured":"Johnson Rie and Tong Zhang. \"Effective use of word order for text categorization with convolutional neural networks.\" arXiv preprint arXiv:1412.1058 (2014).  Johnson Rie and Tong Zhang. \"Effective use of word order for text categorization with convolutional neural networks.\" arXiv preprint arXiv:1412.1058 (2014).","DOI":"10.3115\/v1\/N15-1011"},{"key":"e_1_3_2_1_20_1","unstructured":"Le Quoc and Tomas Mikolov. \"Distributed representations of sentences and documents.\" International Conference on Machine Learning. 2014.   Le Quoc and Tomas Mikolov. \"Distributed representations of sentences and documents.\" International Conference on Machine Learning. 2014."}],"event":{"name":"WIMS '18: 8th International Conference on Web Intelligence, Mining and Semantics","acronym":"WIMS '18","location":"Novi Sad Serbia"},"container-title":["Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3227609.3227668","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3227609.3227668","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T02:07:28Z","timestamp":1750212448000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3227609.3227668"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,6,25]]},"references-count":20,"alternative-id":["10.1145\/3227609.3227668","10.1145\/3227609"],"URL":"https:\/\/doi.org\/10.1145\/3227609.3227668","relation":{},"subject":[],"published":{"date-parts":[[2018,6,25]]},"assertion":[{"value":"2018-06-25","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}