Results 1 to 10 of about 300,940 (321)
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016 We propose in this paper two new models for modeling topic and word-topic dependencies between consecutive documents in document streams. The first model is a direct extension of Latent Dirichlet Allocation model (LDA) and makes use of a Dirichlet distribution to balance the influence of the LDA prior parameters wrt to topic and word-topic distribution
Hesam Amoualian +3 more
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Development of a Computer-Assisted Personal Interviewing (CAPI) Methodology to Assist the Photovoltaic Design Process [PDF]
E3S Web of Conferences, 2021 Computer-Assisted Personal Interviewing (CAPI) is a well-known methodology in the development of social surveys. In this work, CAPI is used to guide the flow of a questionnaire aiming for the acquisition of data and information fundamental to optimise a ...
Roberto Moraes Samuel +10 more
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Knowledge and Skill Sets for Big Data Professions: Analysis of Recruitment Information Based on The Latent Dirichlet Allocation Model [PDF]
Amfiteatru Economic, 2022 Universities, enterprises, and students are the key subjects in the talent training system of Big Data. This study used text mining, interviews, questionnaires, and other methods to analyze the characteristics and deficiencies of Chinese universities ...
Aiting Xu +4 more
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Mapping groundwater availability and adequacy in the Lower Zambezi River basin [PDF]
Proceedings of the International Association of Hydrological Sciences, 2018 Groundwater plays an important role as a source of water for various socio-economic uses and environmental requirements in the lower Zambezi basin in Mozambique.
B. Pérez-Lapeña +3 more
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A Novel S-LDA Features for Automatic Emotion Recognition from Speech using 1-D CNN [PDF]
International Journal of Mathematical, Engineering and Management Sciences, 2022 Emotions are explicit and serious mental activities, which find expression in speech, body gestures and facial features, etc. Speech is a fast, effective and the most convenient mode of human communication.
Pradeep Tiwari, A. D. Darji
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Systematic Mapping Study: Research Opportunities on Capacity Planning
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 2023 The central idea of the research is to improve the efficiency and sustainability of data centers by implementing accurate capacity planning, which will also improve their performance and availability.
Yuggo Afrianto +3 more
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Do unbalanced data have a negative effect on LDA? [PDF]
, 2008 For two-class discrimination, Xie and Qiu [The effect of imbalanced data sets on LDA: a theoretical and empirical analysis, Pattern Recognition 40 (2) (2007) 557–562] claimed that, when covariance matrices of the two classes were unequal, a (class ...
Anderson +12 more
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Why direct LDA is not equivalent to LDA [PDF]
Pattern Recognition, 2006 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Gao, Hui, Davis, James W.
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Algorithm for Classification of Patient Groups Based on the LDA Method
Кібернетика та комп'ютерні технології, 2023 Introduction. The article is devoted to the development of the algorithm of classification of several groups of patients using the LDA method at certain stages of its work. The algorithm allows achieve high discrimination value, to work with a variety of
Vitalii Budnyk, Mykola Budnyk
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Real Time Face Recognition in Video Using Linear Discriminate Analysis and Local Binary Patterns [PDF]
Engineering and Technology Journal, 2015 The need for robust recognition system in applications of surveillance and biometrics is increasing with the advancements in technology. The conventional method of passwords and pin numbers can be easily hacked,a so these are being rapidly replaced by ...
Yossra Hussain Ali +1 more
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