Enhancing RAG Performance by Representing Hierarchical Nodes in Headers for Tabular Data by Minchae Song

“…This improvement is attributed to the utilization of table header representations, which allow for a more precise identification of hierarchical node-based headers during the table retrieval process. Furthermore, this study confirms that vector database achieves greater accuracy when employing a distributed table collection (DTC) structure than a unified context collection (UCC). …”
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An Improved Low-Bit-Rate Image Compression Framework Based on Semantic-Aware Model and Neighborhood Attention by Chengbin Zeng, Liang Zhang

“…To further improve the information representation within the latent space Z, we design a hyper-prior encoder, which leverages neighborhood attention to perform feature enhancement and transformation. This process can minimize quantization errors and facilitate efficient vector quantization. …”
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Research on blindsight technology for object recognition and attitude determination based on tactile pressure analysis by Chen Li, Li HuiJun, Song Aiguo

“…Abstract Aiming at the existing robotic hand’s reliance on visual guidance for object recognition during the grasping process, which is limited by environmental lighting and object occlusion, this paper is committed to proposing a method for object recognition and posture determination based on contact force feedback. …”
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A correlation study on EEG signals during visual concentration test and clinical evaluation in schizophrenia patients by Min-Wei Huang, Qun-Wei Chang, Wen-Lin Chu

“…Methods Our research methodology encompasses a comprehensive system framework designed to analyze EEG signals with the Positive and Negative Syndrome Scale (PANSS) for correlation analysis. The process involves: (1) administering the PANSS test to create a database of schizophrenia patients; (2) developing a visual concentration test system that measures EEG signals in real-time; (3) processing these signals to construct an EEG feature database; (4) employing support vector machine and decision tree methods for illness severity classification; (5) conducting statistical analysis to correlate PANSS scores with EEG features, assessing the effectiveness of these correlations in clinical applications. …”
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Extravasation of Borrelia burgdorferi Across the Blood–Brain Barrier is an Extremely Rare Event by Linus Wang, Zikai Xia, Anjan Singh, Bhavna Murarka, Nicole Baumgarth, John N. Aucott, Peter C. Searson

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Detecting small seamounts in multibeam data using convolutional neural networks by Tobias Ziolkowski, Colin W. Devey, Agnes Koschmider

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Using a fuzzy logic-based apparatus for damping vibrations of a flexible load by A. V. Sinyukov, E. Yu. Abdullazyanov, T. V. Sinyukova, N. N. Zaruckiy, E. I. Gracheva

“…An asynchronous motor with a squirrel-cage rotor is installed on the mechanism under consideration; based on the research carried out, a vector system was selected to control it, into which, in order to suppress load fluctuations, it was proposed to introduce a controller operating on the basis of fuzzy logic. …”
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RU-OLD: A Comprehensive Analysis of Offensive Language Detection in Roman Urdu Using Hybrid Machine Learning, Deep Learning, and Transformer Models by Muhammad Zain, Nisar Hussain, Amna Qasim, Gull Mehak, Fiaz Ahmad, Grigori Sidorov, Alexander Gelbukh

“…Extracted features use TF-IDF and Count Vectorizer for unigrams, bigrams, and trigrams. Of all the ML models—Random Forest (RF), Logistic Regression (LR), Support Vector Machine (SVM), and Naïve Bayes (NB)—the best performance was achieved by the same SVM. …”
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Blood Source and Anesthetics Effects on the Maintenance of <i>Anopheles darlingi</i> in the Lab-Rearing Condition by José Daniel Costa Pontual, Natália Vitória Coelho, Najara Akira Costa dos Santos, Alessandra da Silva Bastos, Jéssica Evangelista Araújo, Alice Oliveira Andrade, Jansen Fernandes Medeiros, Maisa da Silva Araujo

“…Establishing an <i>An. darlingi</i> colony under laboratory conditions allows for critical studies on this vector, including insecticide resistance, vector competence, and the development of new tools for controlling vivax malaria. …”
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Implications of the <i>STAT5B</i> and <i>C1QBP</i> Genes of Grain Aphid <i>Sitobion avenae</i> in the Transmission of Barley Yellow Dwarf Virus by Chiping Liu, Manwen Zhang, Chen Luo, Zuqing Hu

“…Many plant viruses are transmitted by insect vectors, and the transmission process is regulated by key genes within the vector. …”
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Study of the axial-vector and tensor resonant contributions to the $$D \rightarrow VP\ell ^+\nu _\ell $$ D → V P ℓ + ν ℓ decays based on SU(3) flavor analysis by Yi Qiao, Yue-Xin Liu, Yuan-Guo Xu, Ru-Min Wang

“…The branching ratios of the $$D \rightarrow M \ell ^+ \nu _\ell $$ D → M ℓ + ν ℓ , $$M \rightarrow VP$$ M → V P , and $$D\rightarrow M(M\rightarrow VP)\ell ^+\nu _\ell $$ D → M ( M → V P ) ℓ + ν ℓ decays are then predicted. We find that some processes receive both tensor and axial-vector resonant contributions, while other processes receive only axial-vector resonant contributions. …”
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Effects of Donor x Inducer Interaction on the Success of Haploid Induction and Comparison of Haploid Seed Identification Methods in the In vivo Maternal Haploid Technique in Maize by Berk Vural, Umut Songur, Sezgin Kızık, Fatih Kahrıman, Abdullah Dişbudak

“…Eye separation, spectral measurements and image processing were used to identify seed classes. Data were modeled using support vector machine method and created models were evaluated over the complexity matrix. …”
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ML-Based Pain Recognition Model Using Mixup Data Augmentation by Raghu M. Shantharam, Friedhelm Schwenker

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Assessing physical activity/behavior of adolescents living in the Pacific with accelerometer data: 231 GENEActiv records in New CaledoniaZenodoZenodoZenodoZenodoZenodoZenodoZenodo by Guillaume Wattelez, Stéphane Frayon, Olivier Galy

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Test and Analysis of Eccentric Shaft based on Secondary Projection Method by Wang Yin, Luo Shanming, Wen Quan, Gao Yongxiang, Liu Min

“…The projection data is processed to obtain the coordinate values of the center line end points of the eccentric axis in the spatial coordinate system,so as to further establish the true vector of the center line of each axis segment in space. …”
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On the ambiguity of mechanical power by V. D. Pavlov

“…Mechanical vibrations are widespread in the production processes. The drives of machines and mechanisms are mainly electromechanical, so mechanical reactive power is transformed into electrical reactive power of the network, impairing the quality of electricity. …”
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FT ANALISIS PERBANDINGAN NAIVE BAYES DAN SVM DALAM KLASIFIKASI GENDER DI PLATFORM TWITTER by Ridzky Putra Dwitama, Irving Vitra Paputungan

“…Kumpulan data diperoleh dengan metode web scraping dan kemudian dipre-processing menggunakan mekanisme cleaning teks dan pengubahan singkatan bersama dengan ekstraksi fitur berbasis TF-IDF. …”
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Thermal Atoms Facilitate Intensity Clipping Between Vectorial Dual‐Beam Generated by a Single Metasurface Chip by Chen Qing, Jialong Cui, Lishuang Feng, Dengke Zhang

“…Abstract Manipulating vector beams is pivotal in fields such as particle manipulation, image processing, and quantum communication. …”
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Tennis Assistance Technology Based on Dynamic Time Warping Algorithm by Penggang Wang, Pengpeng Zhang, Guanxi Fan

“…This technology combines components such as normalization, support vector machine, joint detection, sparse matrix, and second-order stepping mode to improve algorithm performance and reduce computational complexity. …”
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Optimized Software Implementation of Keccak, Kyber, and Dilithium on RV{32,64}IM{B}{V} by Jipeng Zhang, Yuxing Yan, Junhao Huang, Çetin Kaya Koç

“…Specifically, for Keccak, we revisit a range of optimization techniques, including bit interleaving, lane complementing, in-place processing, and hybrid vector/scalar implementations. …”
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