Automatic speech recognition predicts contemporaneous earthquake fault displacement by Christopher W. Johnson, Kun Wang, Paul A. Johnson

“…The results demonstrate that earthquake faults emit seismic signatures in a similar manner to laboratory and numerical simulation faults, and artificial intelligence models developed for encoding audio of speech may have important applications in studying active fault zones.…”
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Brain-inspired multimodal motion and fine-grained action recognition by Yuening Li, Xiuhua Yang, Changkui Chen

“…FGM-CLIP leverages the powerful capabilities of Contrastive Language-Image Pretraining (CLIP), integrating a fine-grained motion encoder and a multimodal fusion layer to achieve precise end-to-end action recognition. …”
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Design of Intelligent Recognition English Translation Model Based on Deep Learning by Yuexiang Ruan

“…Moreover, it combined stemming technology and data compression algorithm Byte Pair Encoding (BPE) and proposed a different subword-based word sequence segmentation method. …”
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Facioscapulohumeral muscular dystrophy: a review of pathogenesis, clinical symptoms, and treatment by T. Mikalauskas, B. Burnytė

“…The first type is characterised by a reduction in D4Z4 repeats, while the second type is characterised by mutations in genes encoding epigenetic regulators such as SMCHD1. In recent years, significant progress has been made in understanding the pathogenesis, clinical features, and progression of the disease, but there is still no specific treatment due to the obstacles in the development of gene therapy. …”
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Composition of High Molecular Weight Glutenin Subunits in Polish Common Wheat Cultivars (Triticum aestivum L.) by Ewa Filip

“…The main goal of our study was to present research data on genes encoding high molecular weight glutenin subunits (HMW-GS) associated with high flour bread-making quality. …”
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Design of Real-Time Hardware-in-the-Loop TV Guidance System Simulation Platform by Zhongyuan Chen, Xiaoming Liu, Wanchun Chen

“…The hardware in the simulation loop is TV camera, encoders, control cabin, servomotors, and target simulator. …”
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Enterprise chart question and answer method based on multi modal cross fusion by Xinxin Wang, Liang Chen, Changhong Liu, Jinyu Liu

“…Facing the challenge of recognizing curved and irregular text in charts, we introduce Gaussian heatmap encoding technology to achieve character-level precise text annotation. …”
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Cohort and Rhyme Priming Emerge from the Multiplex Network Structure of the Mental Lexicon by Massimo Stella

“…Results provide quantitative evidence that phonological priming effects are encoded directly in the multiplex structure of the mental representation of words sharing phonemes either in their onsets (cohort priming) or at their ends (rhyme priming). …”
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Relational dynamics and Page-Wootters formalism in group field theory by Andrea Calcinari, Steffen Gielen

“…Our results not only show that the deparametrised quantisation is fully covariant and can be seen as encoding the dynamics of joint quantum matter and geometry degrees of freedom, they also appear to be the first application of the Page-Wootters formalism directly to non-perturbative quantum gravity. …”
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Performance evaluation of lightweight and secure protocol for wireless sensor networks: A protocol to enable Web services in IPv6 over low-power wireless personal area networks by Patricia E Figueroa, Jesús A Pérez, Ismael Amezcua

“…Under this scope, this article presents the design, implementation, and evaluation of a secure, lightweight, and energy-efficient application protocol based on binary encoding and a RESTful approach to enable Web services in wireless sensor networks. …”
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Ptr4BERT: Automatic Semisupervised Chinese Government Message Text Classification Method Based on Transformer-Based Pointer Generator Network by Mingxin Li, Kaiqian Yin, Minghao Wang

“…To address these problems, we propose a semisupervised text classification method based on a transformer-based pointer generator network named Ptr4BERT, which uses the pointer generator network with BERT(bidirectional encoder representation from transformers) embedding as a preprocessor for feature extraction. …”
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The Role of Type III Interferons in Hepatitis C Virus Infection and Therapy by Janina Bruening, Bettina Weigel, Gisa Gerold

“…The human interferon (IFN) response is a key innate immune mechanism to fight virus infection. IFNs are host-encoded secreted proteins, which induce IFN-stimulated genes (ISGs) with antiviral properties. …”
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Transformer-based short-term traffic forecasting model considering traffic spatiotemporal correlation by Ande Chang, Yuting Ji, Yiming Bie

“…The model first uses a multilayer perceptron to extract features from historical traffic data, then enhances spatial interactions through Transformer-based encoding. By incorporating road network topology, a spatial mask filters out noise and irrelevant interactions, improving prediction accuracy. …”
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Swin-transformer for weak feature matching by Yuan Guo, Wenpeng Li, Ping Zhai

“…To address the issue of incorrect matches in scenes with repetitive patterns, we use a cross-attention and positional encoding mechanism to learn the correct matches of repetitive patterns in two scenes, achieving higher matching precision. …”
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Red-Shifted Aequorin-Based Bioluminescent Reporters for in Vivo Imaging of Ca Signaling by Thomas Curie, Kelly L. Rogers, Cesare Colasante, Philippe BrûClet

“…Real-time visualization of calcium (Ca 2+ ) dynamics in the whole animal will enable important advances in understanding the complexities of cellular function. The genetically encoded bioluminescent Ca 2+ reporter green fluorescent protein–aequorin (GA) allows noninvasive detection of intracellular Ca 2+ signaling in freely moving mice. …”
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Harnessing advanced hybrid deep learning model for real-time detection and prevention of man-in-the-middle cyber attacks by V. Kandasamy, A. Ameelia Roseline

“…This research introduces the AEXB Model, a hybrid deep learning approach that combines the feature extraction capabilities of an AutoEncoder with the classification power of XGBoost. …”
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Teachers as Researchers: Skills and Challenges in Action Research Making by Jennifer Oestar, Crystal Marzo

“…It has been noted that teacher-researchers are weak in choosing the tools for data analysis and interpretation, encoding quantitative and qualitative data, and interpreting results from the software. …”
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Deep Learning Methods for Arabic Autoencoder Speech Recognition System for Electro-Larynx Device by Zinah J. Mohammed Ameen, Abdulkareem Abdulrahman Kadhim

“…A rigorous evaluation process indicates better performance with the use of GRU in both encoder and decoder structures. The proposed model achieved a 4.69% word error rate (WER). …”
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Multiple Factors Determine the Oncolytic or Carcinogenic Effects of TLRs Activation in Cancer by Yingxiang Yang, Chengyue Jin, Anthony Yeo, Bo Jin

“…Toll-like receptors (TLRs) belong to a germline-encoded protein family. These are pattern recognition receptors. …”
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Color code decoder with improved scaling for correcting circuit-level noise by Seok-Hyung Lee, Andrew Li, Stephen D. Bartlett

“…Two-dimensional color codes are a promising candidate for fault-tolerant quantum computing, as they have high encoding rates, transversal implementation of logical Clifford gates, and resource-efficient magic state preparation schemes. …”
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