A new efficient genetic algorithm-Taguchi-based approach for multi-period inventory routing problem by Amin Farahbakhsh, Amir Saman Kheirkhah

“…This structure offers simplicity in encoding and decoding solutions, maintains feasibility after crossover and mutation operations, addresses both routing and inventory management in a single step, and consolidates information about each solution method comprehensively. …”
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Urban Traffic Flow Forecast Based on FastGCRNN by Ya Zhang, Mingming Lu, Haifeng Li

“…Specifically, we use FastGCN unit to efficiently capture the topological relationship between the roads and the surrounding roads in the graph with reducing the computational complexity through importance sampling, combine GRU unit to capture the temporal dependency of traffic flow, and embed the spatiotemporal features into Seq2Seq based on the Encoder-Decoder framework. Experiments on large-scale traffic data sets illustrate that the proposed method can greatly reduce computational complexity and memory consumption while maintaining relatively high accuracy.…”
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Multi-Resolution Multimedia QoE Models for IPTV Applications by Prasad Calyam, Prashanth Chandrasekaran, Gregg Trueb, Nathan Howes, Rajiv Ramnath, Delei Yu, Ying Liu, Lixia Xiong, Daoyan Yang

“…Our models are neural network based and cater to multi-resolution IPTV applications that include QCIF, QVGA, SD, and HD resolutions encoded using popular audio and video codec combinations. …”
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Deciphering the Differences Between Epstein–Barr Virus‐Associated and Negative Gastric Cancer in the Prospect of CDKN2A Genomic Alterations and Lymphoid Infiltration by Fuda Xie, Bonan Chen, Yang Lyu, Peiyao Yu, Canbin Fang, Kam Tong Leung, Shouyu Wang, Dazhi Xu, Jun Yu, Kwok Wai Lo, Ka Fai To, Wei Kang

“…Methods GC samples were stained by immunohistochemistry, fluorescent and EBV‐encoded small RNA in situ hybridization to identify CD8 expression, CDKN2A genomic alteration, and EBV existence. …”
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Identification of bapA in Strains of Salmonella enterica subsp. enterica Isolated from Wild Animals Kept in Captivity in Sinaloa, Mexico by Gabriela Silva-Hidalgo, Martin López-Valenzuela, Nora Cárcamo-Aréchiga, Silvia Cota-Guajardo, Mayra López-Salazar, Edith Montiel-Vázquez

“…bapA, previously named stm2689, encodes the BapA protein, which, along with cellulose and fimbriae, constitutes biofilms. …”
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Expression and Localization of an Hsp70 Protein in the Microsporidian Encephalitozoon cuniculi by Carrie E. Jolly, Cory A. Leonard, J. Russell Hayman

“…An endoplasmic reticulum-associated heat shock protein 70 family member (Hsp70; ECU02_0100; “C1”) was chosen for further analysis. DNA encoding the C1 hsp70 was amplified, cloned and used to heterologously express the C1 Hsp70 protein, and specific antiserum was generated. …”
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GTAT: empowering graph neural networks with cross attention by Jiahao Shen, Qura Tul Ain, Yaohua Liu, Banqing Liang, Xiaoli Qiang, Zheng Kou

“…Specifically, GTAT first extracts topology features from the graph’s structure and encodes them into topology representations. Then, the representations of node and topology are fed into cross attention GNN layers for interaction. …”
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Post-retrieval noradrenergic activation impairs subsequent memory depending on cortico-hippocampal reactivation by Hendrik Heinbockel, Gregor Leicht, Anthony D Wagner, Lars Schwabe

“…In a three-day study, we measured brain activity using fMRI during initial encoding, 24 hr-delayed memory cueing followed by pharmacological elevations of glucocorticoid or noradrenergic activity, and final recall. …”
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Possible Involvement of a Mitochondrial Translation Initiation Factor 3 Variant Causing Decreased mRNA Levels in Parkinson's Disease by Anna Anvret, Caroline Ran, Marie Westerlund, Ann-Christin Thelander, Olof Sydow, Charlotta Lind, Anna Håkansson, Hans Nissbrandt, Dagmar Galter, Andrea Carmine Belin

“…Mitochondrial translation initiation factor 3 (MTIF3) is a nuclear encoded protein required for the initiation of complex formation on mitochondrial ribosomes. …”
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Adaptive Multihypothesis Prediction Algorithm for Distributed Compressive Video Sensing by Jinxiu Zhu, Ning Cao, Yu Meng

“…In the proposed framework, consistent block-based random measurement for each video frame is adopted at the encoder independently. Meanwhile, a mode decision algorithm is applied in CS-blocks via block-based correlation measurements at the decoder. …”
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Role of the Forkhead box family protein FOXF2 in the progression of solid tumor: systematic review by Yuzhen Zheng, Liusheng Wu, Zhenyu Hu, Hongying Liao, Xiaoqiang Li

“…Conclusion FOXF2 is a gene encoding a forkhead transcription factor belonging to the Forkhead Box family. …”
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Vertical flow immunoassay for multiplex mycotoxins based on photonic nitrocellulose and SERS nanotags by Ruipeng Chen, Jingfang Hu, Hui Wang, Cheng Li, Haiqi Kang, Yuxuan Chen, Liang Yang, Xiangfang Tang, Benhai Xiong, Xiangwei Zhao

“…In parallel, three kinds of Raman dyes encoding Au@NBAAg, Au@4-MBAAg and Au@DNTBAg SERS nanotags were synthesized for the detection of OTA, AFB1 and ZON. …”
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MSEANet: Multi-Scale Selective Edge Aware Network for Polyp Segmentation by Botao Liu, Changqi Shi, Ming Zhao

“…The model consists of three key components: (1) an Edge Feature Extractor (EFE) that captures polyp edge features with precision during the initial encoding phase, (2) the Cross-layer Context Fusion (CCF) block designed to extract and integrate multi-scale contextual information from diverse receptive fields, and (3) the Selective Edge Aware (SEA) module that enhances sensitivity to high-frequency edge details during the decoding phase, thereby improving edge preservation and segmentation accuracy. …”
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Symplectic quantization and general constraint structure of a prototypical second-class system by Ignacio S. Gomez, Vipul Kumar Pandey, Ronaldo Thibes

“…We follow with the Faddeev–Jackiw–Barcelos–Wotzasek approach in which the geometric character of the mentioned submanifold is emphasized by means of an internal metric function encoding its symplectic properties. We consider two straightforward examples, applying our general results to constrained motion along a toroidal geometry and to a Lorentz violating toy model in field theory. …”
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Oriental Hydrocyphon (Coleoptera: Scirtidae: Scirtinae): Seven New Species from Indonesia, Thailand, Malaysia, and India by Hiroyuki Yoshitomi

“…The approach has been validated against two different case studies, a filtering kernel and an M-JPEG encoding kernel. Moreover, the presented emulation toolchain couples FPGA emulation with activity-based physical modeling to extract area and power/energy consumption figures. …”
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Role of the TGF-β cytokine and its gene polymorphisms in asthma etiopathogenesis by Jacek Plichta, Michał Panek

“…The expression of all TGF-β isoforms is affected by a number of single nucleotide polymorphisms found in the genes encoding these cytokines. Some of the SNPs that alter the level of TGF-β expression may be associated with the occurrence and severity of symptoms of asthma and other diseases. …”
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Rupture in long-term vocal recognition of past social partners in bonobos by Sumir Keenan, Nicolas Mathevon, Jeroen Stevens, Jean-Pascal Guéry, Klaus Zuberbühler, Florence Levréro

“…To this end, individual signatures should be reliably encoded in vocal interactions and memorised by recipients over long periods. …”
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Enhancement of Neocortical-Medial Temporal EEG Correlations during Non-REM Sleep by Nikolai Axmacher, Christoph Helmstaedter, Christian E. Elger, Juergen Fell

“…We found that the amplitudes of oscillations within the medial temporal lobe and the neocortex were more closely correlated during sleep, in particular during non-REM sleep, than during waking state. Possibly, the encoding of novel sensory inputs, which mainly occurs during waking state, requires that medial temporal dynamics are rather independent from neocortical dynamics, while the consolidation of memories during sleep may demand closer interactions between MTL and neocortex.…”
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Joint embedding–classifier learning for interpretable collaborative filtering by Clémence Réda, Jill-Jênn Vie, Olaf Wolkenhauer

“…Moreover, JELI instantiates a generic approach to training recommender systems by encoding generic graph-regularization constraints. …”
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Cryptanalysis of an Image Encryption Algorithm Using DNA Coding and Chaos by Yuzhuo Zhao, Qiqin Shi, Qun Ding

“…We broke an image encryption scheme using chaos and DNA encoding. Through our comprehensive security analysis, we found a security vulnerability in the mechanism of the association between the key and plaintext and proposed a breaking scheme. …”
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