A Data-Synthesis-Driven Approach to Recognize Urban Functional Zones by Integrating Dynamic Semantic Features by Xingyu Liu, Yehua Sheng, Lei Yu

“…To solve these problems, we proposed a data-synthesis-driven approach to quantify and analyze the distribution and mixing of urban functional zones. Firstly, representation learning is used to mine the spatial semantic features, activity temporal features, and activity semantic features that are embedded in POI data and social media check-in data from spatial, temporal, and semantic aspects. …”
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Interaction of Title and Text in Functional-Semantic Aspect (by Example of Poem in Prose “Snow” by S. N. Sergeyev-Tsensky) by V. N. Levina, Y. Liu

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The somonym component baş ‘head’ in the phraseology and proverbs of the Dobrujan Tatars and the Volga Tatars (functional-semantic analysis) by Fyaridya I. Tagirova, Ilgamiya I. Sabitova

“…The article analyzes the functional and semantic features of the existence of the component-somonym "baş" (head) in the phraseology and proverbs of the Dobrudzha Tatars and the Volga Tatars in a comparative aspect. …”
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Combination ‘v lyubom sluchaye’ (any way): Functioning in Text and Pragmatic Potential by N. Yu. Pilyugina

“…It is shown that at a certain position in the text on the border of the utterance, the combination performs the function of a text clip, forms standard text blocks. …”
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Migratory group of the ordinal relative words. Situation in system-structural space of a modern language (based on the Spanish and Portuguese) by N. V. Zenenko, M. A. Zenenko

Subjects: “…functional and semantic analysis…”
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Functioning of Verbs <i>yavlyat’sya - yavit’sya</i> in Language of XXI Century by E. A. Kudryavtseva

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Beyond Green’s Functions: Inverse Helmholtz and “Om” <inline-formula><math display="inline"><semantics><mrow><mi mathvariant="normal">ॐ</mi></mrow></semantics></math></inline-formula>-Potential Methods for Macroscopic Electromagnetism in Isotropy-Broken Media by Maxim Durach

“…This explains the difficulty of both finding the Green’s functions and applying the superposition principle in complex isotropy-broken media, which are very different from microscopic environments. …”
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Cross-Architecture Vulnerability Detection Combining Semantic and Attribute Feature by LI Kun, LI Bin, ZHU Wenjing, ZHOU Qinglei

“…A cross-architecture vulnerability detection method combining semantic and attribute feature is proposed. The assembly code and attribute control flow diagram of binary function are used as input to extract the semantic information of all assembly code in basic block, and the basic block-level semantic information and attribute feature information are fused to generate a 139-dimensional basic block-level vector representation, in order to represent the semantic and attribute information of the function more comprehensively. …”
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Mathematical features of semantic projections and word embeddings for automatic linguistic analysis by Pedro Fernández de Córdoba, Carlos A. Reyes Pérez, Enrique A. Sánchez Pérez

Subjects: “…lipschitz function…”
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Semantics and Functioning of Color Terminology in Autobiographies of Artists from Late 19th to Early 20th Century by M. M. Sandalova, L. V. Kalinina

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Atypical Brain Connectivity During Pragmatic and Semantic Language Processing in Children with Autism by Amparo V. Márquez-García, Vasily A. Vakorin, Nataliia Kozhemiako, Grace Iarocci, Sylvain Moreno, Sam M. Doesburg

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The functional architecture of the semantic hub: left and right anterior temporal lobes differently contribute to verbal and nonverbal processing by Tomoki Uno, Marc Teichmann, Kouji Takano, Kimihiro Nakamura

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Methods for semantic analysis of the state of the process of functioning of a system for detecting, preventing and eliminating the consequences of computer attacks by V. O. Shablya, S. A. Konovalenko, E. O. Orlov

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Linear and nonlinear multidimensional functional connectivity methods reveal similar networks for semantic processing in EEG/MEG data by Setareh Rahimi, Rebecca L. Jackson, Rebecca L. Jackson, Olaf Hauk

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A context aware multiclass loss function for semantic segmentation with a focus on intricate areas and class imbalances by Zahra Ghanaei, Modjtaba Rouhani

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The function of the present participles in Arabic: An Applied study of the first quarter of the Quran by Malek Yahya

Subjects: “…genitive function…”
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Discursive Particles <i>kak ras </i>and Its Functions in Utterances by E. M. Katsman

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Functions and specificity of metaphorical complexes in D. Kehlmann’s novel «Tyll» by V. S. Sudareva

“…The article is devoted to the analysis of the linguistic representation and functional features of the metaphorical complexes death and movement in the German-language novel discourse. …”
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Hypergeometric Functions as Activation Functions: The Particular Case of Bessel-Type Functions by Nelson Vieira, Felipe Freitas, Roberto Figueiredo, Petia Georgieva

“…To the best of our knowledge, this work is the first attempt to consider hypergeometric functions as activation functions in NNs. Special attention is given to the Bessel functions of the first kind <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msub><mi>J</mi><mi>ν</mi></msub></semantics></math></inline-formula>, which is a sub-family of the general family of hypergeometric functions. …”
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A Comparative Analysis of Functions of Accidental Binary Oppositions from Different Semantic Levels: Functions of the Word Pairs chrześcijanin/muzułmanin and katolik/protestant in Sentences from the National Corpus of Polish by Nawoja Mikołajczak-Matyja

“…The analysis sought to identify the functions performed by pairs of words connected by the relation of semantic opposition, co-occurring within a sentence. …”
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