Exploring replay by Georgy Antonov, Peter Dayan

“…Here, we extend an influential theory of hippocampal replay and examine its potential role in approximately optimal exploration, deriving testable predictions for the patterns of exploratory replay choices in a paradigmatic spatial navigation task. Our modelling provides a normative interpretation of the available experimental data suggestive of exploratory replay. …”
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A Medical Image Semantics Segmentation Method Based on Image Pre-processing and Image Transformer by Li Zhaopeng

“…Existing models in this field pay more attention to editing U-Net’s structure and convolutional layers. …”
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Once More on Russian Dialect <i>tyukha-matyukha</i> (<i>tyukha-pantyukha</i>) by L. A. Feoktistova

“…It is emphasized that in structural terms, tyukha-matyukha and tyukha-pantyukha are paired words (names). …”
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Hsp90 selectively modulates phenotype in vertebrate development. by Patricia L Yeyati, Ruth M Bancewicz, John Maule, Veronica van Heyningen

“…These observations were interpreted to suggest that this molecular stress-response chaperone has a capacity to buffer underlying genetic variation. …”
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Multimodal Medical Image Fusion in NSST Domain in Coupled Neural Systems by Vella Satyanarayana, P. Mohanaiah

“…The proposed method proves superior in merging MRI and PET brain image pairs through experimental testing of 48 pairs when evaluated against seven mainstream fusion methods including CNN-based and neuro-fuzzy models. The proposed methodology grants improvements of 19.2% on Structural Similarity Index (SSIM) as well as 17.8% additional entropy while delivering improved standard deviation values to provide the best possible contrast and texture preservation and information maintenance. …”
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Proverbs of the Eastern Slavs in a Comparative Lexicographic Representation by Daria V. Andrianova, Natalia D. Ignatieva, Tatiana G. Nikitina

“…It is emphasized that the developed lexicographic concept will make it possible to present the East Slavic paremiological space in the unity and diversity of structural and semantic models, linguistic images, axiological vectors and will contribute to the improvement of the system of comparative paremiography.…”
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Elemental Symbolism and Character Relationships in Elemental Forces of Nature: A Semiotic Approach by Erina Tri Oktaviana, Abdillah Nugroho

“…Data analysis techniques are related to the structural semiotic model which includes identifying signs, determining meaning, and interpreting symbolic relationships in a historical context. …”
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LLMs in Action: Robust Metrics for Evaluating Automated Ontology Annotation Systems by Ali Noori, Pratik Devkota, Somya D. Mohanty, Prashanti Manda

“…Combining embeddings generated via Node2Vec and large language models (LLMs) with traditional semantic similarity metrics, we demonstrate that hybrid approaches effectively capture both structural and semantic relationships within ontologies. …”
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PRELIMINARY ESTIMATION OF IGNEOUS ROCK RESERVE OF QUARRY MATERIALS USING GEOELECTRIC METHOD IN BIYUKU VILLAGE, BANGKO DISTRICT, JAMBI PROVINCE by Rizky Ramadhan Dwiyantoro, Fauzi Daffa Hanatha, Febry Anugrah

“…Interpretation of resistivity values ​​is divided into 2 groups, namely values ​​<350 Ωm interpreted as weathered igneous rocks due to structure and groundwater, then values> 350 Ωm interpreted as fresh igneous rocks of quarry mining materials (rhyolite). …”
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The Lexicon of Youth Subcultures in the Linguocultural Lexicographic Description (Based on Online Media for Gamers) by Irina S. Kochelaeva

“…The development of parametric models of dictionary entries representing the lexicon and phraseology of gamers was preceded by a structural-semantic, etymological and linguocultural analysis of the material. …”
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The art of deception: The trade-off between the information distortion and perception of FDI location attractiveness by Katarzyna Mroczek-Dąbrowska, Dawid Cherubin, Aleksandra Kania

“…Research Design & Methods: To this means, we applied the total interpretive structural modelling (TISM method) based on expert knowledge. …”
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Mapping the barrier of halal food industry performance and the policy insight: combination of ISM-DEMATEL approach by Susanty Aries, Puspitasari Nia Budi, Mariana Shinta Devi, Fekete-Farkas Mária, Gyenge Balázs, Nazaruddin La Ode

“…The study aims to understand interlinkages and the relative importance of barriers to maximising the performance of the halal industry in Indonesia using Integrated Interpretive Structural Modelling (ISM) and the Decision-Making Trial and Evaluation Laboratory (DEMATEL) methodology. …”
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A Unified Framework for Alzheimer’s Disease Knowledge Graphs: Architectures, Principles, and Clinical Translation by Jovana Dobreva, Monika Simjanoska Misheva, Kostadin Mishev, Dimitar Trajanov, Igor Mishkovski

“…The framework accommodates a variety of applications, including drug repurposing, patient stratification for precision medicine, disease progression modeling, and clinical decision support. Our system, with a decision tree structured and pipeline layered architecture, offers research precise directions on how to use knowledge graphs in AD research by aligning methodological choice decisions with respective data availability and application goals. …”
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Effects of Ion Beam Irradiation on Nanoscale InOx Cooper-Pair Insulators by Srdjan Milosavljević, Djordje Lazarević, Koviljka Stanković, Milić Pejović, Miloš Vujisić

“…Results of numerical experiments are interpreted within the theoretical model of a Cooper-pair insulator. …”
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The Process of Meaning Transfer in Translation from the Perspective of Paul Ricœur by Vahid Nejad-Mohammad, Mohammad Mohammadi-Aghdash, Abolfazl Abavisani

“…In this article, we intend to examine the linguistic, cultural and ethical dimensions of translation by relying on Ricoeur's opinions and show how the translation process can become a model for interpretation and help to create solidarity between people.…”
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Intelligent Waste Management Using WasteIQNet With Hierarchical Learning and Meta-Optimization by Sakshi Tiwari, Snigdha Bisht, Kanchan Sharma

“…The model integrates MobileNetV3 for semantic feature extraction with GraphSAGE to capture structural relationships among image representations. …”
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The role of flexibility and conformational selection in the binding promiscuity of PDZ domains. by Márton Münz, Jotun Hein, Philip C Biggin

“…We show that despite their high structural similarity, the PDZ binding sites have significantly different dynamics. …”
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Vibrational Fingerprint of Erlotinib: FTIR, RS, and DFT Studies by Natalia Piergies, Czesława Paluszkiewicz, Wojciech M. Kwiatek

“…Additionally, the performed DFT theoretical calculations in vacuum and PCM models support the interpretation of vibrational spectra and give insight into an optimized spatial configuration of the investigated drug. …”
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Towards surface wave tomography with 3D resolution and uncertainty by Franck Latallerie, Christophe Zaroli, Sophie Lambotte, Alessia Maggi, Andrew Walker, Paula Koelemeijer

“…However, data sparsity and errors lead to tomographic models with complex resolution and uncertainty, which can impede meaningful physical interpretations. …”
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Mineral prospectivity mapping using geological map semantic knowledge graph embedding: a case study of gold prospecting in Ankang, Shaanxi Province, China by Qun Yan, Linfu Xue, Yongsheng Li, Rui Wang, Ke Ding, Zhenglin Xu

“…Given the spatial variability of geological features, we use a window sampling method for data collection to ensure the completeness of geospatial structural features. To improve the model’s ability to learn the complex variations in geospatial features, we employ the Conformer deep learning model for gold prospectivity prediction. …”
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