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Bayesian data analysis in the phonetic sciences: A tutorial introduction ...
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Recognition of the Mental Workloads of Pilots in the Cockpit Using EEG Signals
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In: Applied Sciences; Volume 12; Issue 5; Pages: 2298 (2022)
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Connecting Text Classification with Image Classification: A New Preprocessing Method for Implicit Sentiment Text Classification
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In: Sensors; Volume 22; Issue 5; Pages: 1899 (2022)
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eHealth Engagement on Facebook during COVID-19: Simplistic Computational Data Analysis
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In: International Journal of Environmental Research and Public Health; Volume 19; Issue 8; Pages: 4615 (2022)
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Knowledge Discovery from Large Amounts of Social Media Data
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In: Applied Sciences; Volume 12; Issue 3; Pages: 1209 (2022)
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Data-Driven Analysis of European Portuguese Nasal Vowel Dynamics in Bilabial Contexts
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In: Applied Sciences; Volume 12; Issue 9; Pages: 4601 (2022)
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A Novel Method of Generating Geospatial Intelligence from Social Media Posts of Political Leaders
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In: Information; Volume 13; Issue 3; Pages: 120 (2022)
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Illusion of Truth: Analysing and Classifying COVID-19 Fake News in Brazilian Portuguese Language
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In: Big Data and Cognitive Computing; Volume 6; Issue 2; Pages: 36 (2022)
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Extending and Using a Sentiment Lexicon for Latin in a Linked Data Framework ...
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Extending and Using a Sentiment Lexicon for Latin in a Linked Data Framework ...
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Optimal alphabet for single text compression ...
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Abstract:
A text can be viewed via different representations, i.e. as a sequence of letters, n-grams of letters, syllables, words, and phrases. Here we study the optimal noiseless compression of texts using the Huffman code, where the alphabet of encoding coincides with one of those representations. We show that it is necessary to account for the codebook when compressing a single text. Hence, the total compression comprises of the optimally compressed text -- characterized by the entropy of the alphabet elements -- and the codebook which is text-specific and therefore has to be included for noiseless (de)compression. For texts of Project Gutenberg the best compression is provided by syllables, i.e. the minimal meaning-expressing element of the language. If only sufficiently short texts are retained, the optimal alphabet is that of letters or 2-grams of letters depending on the retained length. ... : 11 pages, 12 figures, 1 table ...
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Keyword:
Computation and Language cs.CL; Data Analysis, Statistics and Probability physics.data-an; FOS Computer and information sciences; FOS Physical sciences; Information Theory cs.IT
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URL: https://arxiv.org/abs/2201.05234 https://dx.doi.org/10.48550/arxiv.2201.05234
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Translate Wisely! An Evaluation of Close and Adaptive Translation Procedures in an Experiment Involving Questionnaire Translation
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In: International journal of sociology ; 51 ; 2 ; 135-162 (2022)
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What Constitutes a Local Public Sphere? Building a Monitoring Framework for Comparative Analysis
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In: Media and Communication ; 9 ; 3 ; 85-96 ; Spaces, Places, and Geographies of Public Spheres (2022)
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Generating Samples of Diasporic Minority Populations: A Chilean Example
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In: Targeting International Audiences: Current and Future Approaches to International Broadcasting Research ; 3 ; CIBAR Proceedings ; 138-149 ; Conference of International Broadcasters' Audience Research Services (CIBAR) ; XX (2022)
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The Optimism-Pessimism Short Scale-2 (SOP2): a comprehensive validation of the English-language adaptation
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In: Measurement Instruments for the Social Sciences ; 4 ; 1-14 (2022)
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Multicultural classroom discourse dataset on teachers' and students' dialogic empathy.
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El 14F a Instagram : una proposta d'articulació de tècniques de raspat web i anàlisi de xarxes
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Exploring Optimal Response Labels for Constructing an Interval Type 5-Point Likert Scale
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In: Boise State University Theses and Dissertations (2021)
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Writing At the Horizon: How Producing Imagined Narratives Affects Mood
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In: Senior Projects Fall 2021 (2021)
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