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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 8 of 8 1 A Term Association Inference Model for Single Documents: A Stepping Stone for Investigation through Information Extraction Manna, Sukanya; Gedeon, Tamas (Tom). - : Springer, 2015 Abstract: In this paper, we propose a term association model which extracts significant terms as well as the important regions from a single document. This model is a basis for a systematic form of subjective data analysis which captures the notion of relatedness of different discourse structures considered in the document, without having a predefined knowledge-base. This is a paving stone for investigation or security purposes, where possible patterns need to be figured out from a witness statement or a few witness statements. This is unlikely to be possible in predictive data mining where the system can not work efficiently in the absence of existing patterns or large amount of data. This model overcomes the basic drawback of existing language models for choosing significant terms in single documents. We used a text summarization method to validate a part of this work and compare our term significance with a modified version of Salton's [1]. Keyword: Computational linguistics; Data structures; Decision support systems; Extraction; Gain of Words; Information management; Information retrieval; Information retrieval systems; Intersymbol interference; Investigation; Keywords: Administrative data processing; Knowledge based systems; Knowledge management; Modal analysi Gain of Sentences; Summarization; Term significance URL: http://hdl.handle.net/1885/39882 BASE Hide details 2 A Term Association Inference Model for Single Documents: A Stepping Stone for Investigation through Information Extraction Manna, Sukanya; Gedeon, Tamas (Tom). - : Springer, 2015 BASE Show details 3 Tensor Term Indexing: An application of HOSVD for Document Summarization Manna, Sukanya; Petres, Zoltan; Gedeon, Tamas (Tom) In: Proceedings of the 4th International Symposium on Computational Intelligence Informatics (ISCII 2009) ; http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?asf_arn=null&asf_iid=null&asf_pun=5339523&asf_in=null&asf_rpp=null&asf_iv=null&asf_sp=null&asf_pn=1 (2015) BASE Show details 4 Enhancement of Subjective Logic for Semantic Document Analysis Using Hierarchical Document Signature Manna, Sukanya; Gedeon, Tamas (Tom); Mendis, B Sumudu In: Proceedings of the International Conference on Neural Information Processing (ICONIP 2010) (2015) BASE Show details 5 Semantic Hierarchical Document Signature For Determining Sentence Similarity Manna, Sukanya; Gedeon, Tamas (Tom) In: Proceedings of the 19th international conference on Fuzzy Systems (2015) BASE Show details 6 Semantic Hierarchical Document Signature For Determining Sentence Similarity Manna, Sukanya; Gedeon, Tamas (Tom) In: Proceedings of the 19th international conference on Fuzzy Systems (2015) BASE Show details 7 Tensor Term Indexing: An application of HOSVD for Document Summarization Manna, Sukanya; Petres, Zoltan; Gedeon, Tamas (Tom) In: Proceedings of the 4th International Symposium on Computational Intelligence Informatics (ISCII 2009) ; http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?asf_arn=null&asf_iid=null&asf_pun=5339523&asf_in=null&asf_rpp=null&asf_iv=null&asf_sp=null&asf_pn=1 (2015) BASE Show details 8 Significant term extraction by Higher Order SVD Manna, Sukanya; Petres, Zoltan; Gedeon, Tamas (Tom) In: Proceedings of the 7th International Symposium on Applied Machine Intelligence and Informatics Proceedings (2015) BASE Show details

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