Airline reviews processing: Abstractive summarization and rating-based sentiment classification using deep transfer learning by Ayesha Ayub Syed, Ford Lumban Gaol, Alfred Boediman, Widodo Budiharto

“…Several studies in the literature empirically demonstrate that review rating has a positive correlation with sentiment valence. For the sentiment classification framework, we used the rating value as a signal to determine the review sentiment, and the model is built on top of BERT (Bidirectional Encoder Representations from Transformers) architecture. …”
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Parameter-Efficient Vehicle Trajectory Prediction Based on Attention-Enhanced Liquid Structural Neural Model by Ruochen Wang, Yue Chen, Renkai Ding, Qing Ye

“…The key contributions of our work are threefold. First, we introduce a temporal attention-enhanced LTC encoder that effectively captures both long-term temporal dependencies and dynamic behaviors from historical trajectory data. …”
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A novel C2H2 transcription factor that regulates gliA expression interdependently with GliZ in Aspergillus fumigatus. by Taylor J Schoberle, C Kim Nguyen-Coleman, Jennifer Herold, Ally Yang, Matt Weirauch, Timothy R Hughes, John S McMurray, Gregory S May

“…Not surprisingly, GliZ and GipA appear to work in an interdependent fashion to positively control gliA expression.…”
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Characterization of Flexusin A, a Novel Circular Bacteriocin Produced by Marine Bacterium <i>Bacillus flexus</i> R29-2 by Xiaoni Qiao, Xiaowen Sun, Shuting Wang, Chen Zhai, Wei Tang, Tao Tang, Jun Zhang, Zengguo He

“…Taken together, a novel circular bacteriocin flexusin A was identified in this work. The characterization of flexusin A has extended circular bacteriocins family to 26 members. …”
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Development of a Small CNC Machining Center for Physical Implementation and a Digital Twin by Claudiu-Damian Petru, Fineas Morariu, Radu-Eugen Breaz, Mihai Crenganiș, Sever-Gabriel Racz, Claudia-Emilia Gîrjob, Alexandru Bârsan, Cristina-Maria Biriș

“…This work aimed to develop both a real implementation and a digital twin for a small CNC machining center. …”
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MiR-155 induction by F. novicida but not the virulent F. tularensis results in SHIP down-regulation and enhanced pro-inflammatory cytokine response. by Thomas J Cremer, David H Ravneberg, Corey D Clay, Melissa G Piper-Hunter, Clay B Marsh, Terry S Elton, John S Gunn, Amal Amer, Thirumala-Devi Kanneganti, Larry S Schlesinger, Jonathan P Butchar, Susheela Tridandapani

“…The intracellular gram-negative bacterium Francisella tularensis causes the disease tularemia and is known for its ability to subvert host immune responses. Previous work from our laboratory identified the PI3K/Akt pathway and SHIP as critical modulators of host resistance to Francisella. …”
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LLM-Based Cyberattack Detection Using Network Flow Statistics by Leopoldo Gutiérrez-Galeano, Juan-José Domínguez-Jiménez, Jörg Schäfer, Inmaculada Medina-Bulo

“…In this paper, we present a novel approach for cyberattack detection using an encoder–decoder pre-trained Large Language Model (T5), fine-tuned to adapt its classification scheme for the detection of cyberattacks. …”
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The Role of the Charged Residues in the C-Gate of the Yeast Mitochondrial NAD⁺ Transporter Ndt1p by Daniela Valeria Miniero, Magnus Monné, Maria Antonietta Di Noia, Luigi Palmieri, Ferdinando Palmieri

“…The mitochondrial carrier family (MCF) consists of nuclear-encoded proteins which catalyze the transport of a wide variety of compounds across the mitochondrial inner membrane. …”
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In Silico Identification of Banana High-Confidence MicroRNA Binding Sites Targeting Banana Streak GF Virus by Muhammad Aleem Ashraf, Babar Ali, Maryam Fareed, Ahsan Sardar, Eisha Saeed, Samaa Islam, Shaher Bano, Naitong Yu

“…Among the 32 targeted mature locus-derived mac-miRNAs investigated, two banana mac-miRNA homologs (mac-miR162a and mac-miR172b) were identified as promising naturally occurring biomolecules to have binding affinity at nucleotide positions 5502 and 9 of the BSGFV genome. The in silico banana-genome-encoded mac-miRNA/mbg-miRNA-regulatory network was developed with the BSGFV—ORFs using Circos software (version 0.69-9) to identify potential therapeutic target proteins. …”
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Viroporins beyond pathogenesis: Ion channel properties as the key to unlocking a neglected antiviral target by Suya Peng, Yi Wang, Zhaobing Gao, Bingqing Xia

“…A class of proteins encoded by viral genomes, referred to as viroporins, is composed of small hydrophobic proteins that form pores or ion channels in host membranes. …”
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Methionine-driven methylation modification overcomes plasmid-mediated high-level tigecycline resistance by Dan Fang, Tianqi Xu, Fulei Li, Yue Sun, Jingyi Sun, Yanqing Yin, Haijie Zhang, Zhiqiang Wang, Yuan Liu

“…In particular, the cysteine and methionine metabolism pathway is remarkably downregulated in tet(X)-positive bacteria. More importantly, we find that the addition of exogenous L-methionine (Met) effectively resensitizes tet(X)-positive pathogens to tigecycline. …”
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Understanding the Engagement and Interaction of Superusers and Regular Users in UK Respiratory Online Health Communities: Deep Learning–Based Sentiment Analysis by Xiancheng Li, Emanuela Vaghi, Gabriella Pasi, Neil S Coulson, Anna De Simoni, Marco Viviani

“…Furthermore, there was a tendency for sentiment to become more positive over time. Overall, superusers tended to write shorter posts characterized by positive sentiment (63% and 67% of all posts in AUK and BLF, respectively). …”
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Klotho Protein: A Multifaceted Guardian of Healthy Aging and Its Therapeutic Potential by Shen J, Bin W, Lin X, Lai Y, Lin X, Guan T, Liu H

“…Jianlin Shen,1,2,&amp;ast; Wenying Bin,3,&amp;ast; Xiaoning Lin,2,&amp;ast; Yue Lai,4 Xuan Lin,5 Taiyuan Guan,6,7 Huan Liu6,7 1Central Laboratory, Affiliated Hospital of Putian University, Putian, Fujian, 351100, People’s Republic of China; 2Department of Orthopedics, Affiliated Hospital of Putian University, Putian, Fujian, 351100, People’s Republic of China; 3Collage of Integrated Traditional Chinese and Western Medicine, Southwest Medical University, Luzhou, Sichuan, 646000, People’s Republic of China; 4The First Clinical Medical School, Guangdong Medical University, Zhanjiang, Guangdong, 524002, People’s Republic of China; 5Department of Environmental and Biological Engineering, Putian University, Putian, Fujian, 351100, People’s Republic of China; 6Department of Orthopedics, The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, Sichuan, 646000, People’s Republic of China; 7Orthopaedic Research Center and Key Laboratory, The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, Sichuan, 646000, People’s Republic of China&amp;ast;These authors contributed equally to this workCorrespondence: Taiyuan Guan, Email guanty@swmu.edu.cn Huan Liu, Email 20016040@163.comAbstract: The Klotho protein, encoded by the KL gene, has garnered significant attention as a pivotal biomolecule in the field of aging research. …”
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Identification and characterization of mRNAs of receptor-like kinases MhyGSO1 and MhyGSO2 in flowering parasitic plant Monotropa hypopitys by A. V. Shchennikova, E. Z. Kochieva, A. V. Beletsky, M. A. Filyushin, O. A. Shulga, N. V. Ravin, K. G. Skryabin

“…Plant organ formation is based on the balance of the programmed cell division and positional differentiation maintained by intercellular communication mediated by signaling molecules and receptors. …”
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Enhancing Sentiment-Driven Recommender Systems With LLM-Based Feature Engineering: A Case Study in Drug Review Analysis by Samuel Matia Kangoni, Obed Tshimanga Tshipata, Pierre Sedi Nzakuna, Vincenzo Paciello, Jean-Gilbert Mbula Mboma, Jean-Robert Makulo, Kyandoghere Kyamakya

“…The Random Forest model with LLM2Vec achieves the best performance, with 0.93 accuracy, F1-scores of 0.95 (positive) and 0.88 (negative), and precision scores of 0.93 (positive) and 0.94 (negative). …”
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Formation of CSE-YAP complex drives FOXD3-mediated transition of neurotoxic astrocytes in Parkinson’s disease by Rong-Xin Zhu, Yue-Han Chen, Xian Xia, Ting Liu, Cong Wang, Lei Cao, Yang Liu, Ming Lu

“…Single-cell sequencing data drawn from PD patients coupled with RNA sequencing data from MPP+-treated astrocytes, highlighted a marked positive association between increased expression of Cth, the gene that encodes CSE, and neurotoxic astrocyte reactivity. …”
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Characteristics and diversity of Vibrio parahaemolyticus causing acute hepatopancreatic necrosis disease in Vietnam by Tuan-Binh Huynh, Thuy-Dung Mai-Hoang, Tram-Anh Bui-Nguyen, Trinh Thi Phuong Ha, Minh-Duy Phan, Hieu Tran-Van

“…A binary toxin, PirAB, is the causative agent, which is encoded by the pirABvp genes on a virulent plasmid typically found in Vibrio parahaemolyticus. …”
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The <i>Meq</i> Genes of Nigerian Marek’s Disease Virus (MDV) Field Isolates Contain Mutations Common to Both European and US High Virulence Strains by Joseph N. Patria, Luka Jwander, Ifeoma Mbachu, Levi Parcells, Brian Ladman, Jakob Trimpert, Benedikt B. Kaufer, Phaedra Tavlarides-Hontz, Mark S. Parcells

“…The present work reports on <i>meq</i> mutations identified in MDV field strains in Nigeria, arising at farms employing different vaccination practices. …”
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Humic Substances Promote the Activity of Enzymes Related to Plant Resistance by Rakiely M. Silva, Fábio L. Olivares, Lázaro E. P. Peres, Etelvino H. Novotny, Luciano P. Canellas

“…Overall, all enzymes studied in this work, PAL, GLUC, and POX, showed an increase in activity by 133%, 181%, and 149%, respectively. …”
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Attention-Driven Emotion Recognition in EEG: A Transformer-Based Approach With Cross-Dataset Fine-Tuning by Ghulam Ghous, Shaheryar Najam, Mohammed Alshehri, Abdulmonem Alshahrani, Yahya AlQahtani, Ahmad Jalal, Hui Liu

“…Experimental results show that the proposed approach outperforms traditional methods, achieving superior accuracy and robustness in emotion recognition tasks. This work advances emotion recognition systems by addressing challenges in EEG signal processing, feature extraction, and model generalization, positioning it as a promising tool for applications in healthcare, affective computing, and emotional state analysis.…”
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