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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 Page: 1 2 Hits 1 – 20 of 34 1 Neuro-fuzzy network incorporating multiple lexicons for social sentiment analysis Vashishtha, Srishti; Susan, Seba In: Soft comput (2021) Abstract: We have proposed MultiLexANFIS which is an adaptive neuro-fuzzy inference system (ANFIS) that incorporates inputs from multiple lexicons to perform sentiment analysis of social media posts. We classify tweets into two classes: neutral and non-neutral; the latter class includes both positive and negative polarity. This type of classification will be considered for applications that aim to test the neutrality of content posted by the users in social media platforms. In our proposed model, features are extracted by integrating natural language processing with fuzzy logic; hence, it is able to deal with the fuzziness of natural language in a very efficient and automatic manner. We have proposed a novel set of 64 rules for the proposed neuro-fuzzy network that can classify tweets correctly by working on fuzzy features fetched from VADER, AFINN and SentiWordNet lexicons. The proposed novel rules are domain independent, i.e., we can extend these rules for any textual data that employs lexicons. The antecedent and consequent parameters of the ANFIS are optimized by gradient descent and least squares estimate algorithms, respectively, in an iterative manner. The key contributions of this paper are: (1) a novel neuro-fuzzy system: MultiLexANFIS that takes as its input the positive and negative sentiment scores of tweets computed from multiple lexicons—VADER, AFINN and SentiWordNet, in order to classify the tweets into neutral and non-neutral content, (2) a novel set of 64 rules for the Sugeno-type fuzzy inference system—MultiLexANFIS, (3) single-lexicon-based ANFIS variants to classify tweets when multiple lexicons are not available and (4) comparison of MultiLexANFIS with different fuzzy, non-fuzzy and deep learning state of the art on various benchmark datasets revealing the superiority of our proposed neuro-fuzzy system for social sentiment analysis. Keyword: Application of Soft Computing URL: https://doi.org/10.1007/s00500-021-06528-0 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8628494/ BASE Hide details 2 Identificación Craneofacial: Cuantificación y Comparación Morfológica Martos Fernández, Rubén. - : Universidad de Granada, 2021 BASE Show details 3 A preliminary study of a citizen participation system based on consensus for Decision-making Processes Mata, Francisco; Verdejo, Angeles; Pérez, Luis. - 2021 BASE Show details 4 Natural Language Processing based Soft Computing Techniques ... Yousif, Jabar H.. - : Zenodo, 2020 BASE Show details 5 Natural Language Processing based Soft Computing Techniques ... Yousif, Jabar H.. - : Zenodo, 2020 BASE Show details 6 Determining Project Contingency Reserve Using a Fuzzy Arithmetic-Based Risk Analysis Method Fateminia, Seyed Hamed; Siraj, Nasir Bedewi; Fayek, Aminah Robinson. - 2020 BASE Show details 7 Fuzzy logic: An instrument for the evaluation of project status Doskéocil, Radek. - : Sevilla: Universidad Pablo de Olavide, 2015 BASE Show details 8 Semantics for the Semantic Web: The Implicit, the Formal and the Powerful Sheth, Amit P.; Ramakrishnan, Cartic; Thomas, Christopher In: Amit P. Sheth (2014) BASE Show details 9 Recent Trends in Applied Artificial Intelligence : 26th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2013, Amsterdam, The Netherlands, June 17-21, 2013, Proceedings Ali, Moonis; Bosse, Tibor; Hindriks, Koen V. - Berlin, Heidelberg : Springer Berlin Heidelberg, 2013 UB Frankfurt Linguistik Show details 10 Recent trends in applied artificial intelligence : proceedings Ali, Moonis (Hrsg.); Bosse, Tibor (Hrsg.); Hindriks, Koen V. (Hrsg.). - Berlin [u.a.] : Springer, 2013 UB Frankfurt Linguistik Show details 11 A HYBRID FUZZY/GENETIC ALGORITHM FOR INTRUSION DETECTION IN RFID SYSTEMS Geta, Gemechu. - 2012 BASE Show details 12 A HYBRID FUZZY/GENETIC ALGORITHM FOR INTRUSION DETECTION IN RFID SYSTEMS Geta, Gemechu. - 2012 BASE Show details 13 Temporal fuzzy association rule mining with 2-tuple linguistic representation Matthews, Stephen G.; Gongora, Mario Augusto; Hopgood, Adrian A.. - : IEEE, 2012 BASE Show details 14 Automatic Titling of Electronic Documents with Noun Phrase Extraction Violaine Prince; Mathieu Roche; Hal Id Lirmm In: http://hal-lirmm.ccsd.cnrs.fr/file/index/docid/563903/filename/4_pages.pdf (2011) BASE Show details 15 Intelligent text categorization and clustering Nedjah, Nadia (Hrsg.). - Berlin [u.a.] : Springer, 2009 UB Frankfurt Linguistik Show details 16 Cognitive Systems : Joint Chinese-German Workshop, Shanghai, China, March 7-11, 2005, Revised Selected Papers Lu, Ruqian; Siekmann, Jörg; Ullrich, Carsten. - Berlin, Heidelberg : Springer Berlin Heidelberg, 2007 UB Frankfurt Linguistik Show details 17 Cognitive systems : joint Chinese-German workshop, Shanghai, China, March 7 - 11, 2005 ; revised selected papers Lu, Ruqian (Hrsg.). - Berlin [u.a.] : Springer, 2007 UB Frankfurt Linguistik Show details 18 Improving the COCOMO Model Using a Neuro-Fuzzy Approach huang, Xishi; Ho, Danny; Ren, Jing... In: Electrical and Computer Engineering Publications (2007) BASE Show details 19 Classification and Modeling with Linguistic Information Granules : Advanced Approaches to Linguistic Data Mining Ishibuchi, Hisao; Nakashima, Tomoharu; Nii, Manabu. - Berlin, Heidelberg : Springer Berlin Heidelberg, 2005 UB Frankfurt Linguistik Show details 20 Classification and modeling with linguistic information granules : advanced approaches to linguistic data mining ; with 72 tables Ishibuchi, Hisao; Nakashima, Tomoharu; Nii, Manabu. - Berlin [u.a.] : Springer, 2005 BLLDB UB Frankfurt Linguistik Show details Page: 1 2

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