Meta-models for transfer learning in source localization by Lawrence A. Bull, Matthew R. Jones, Elizabeth J. Cross, Andrew Duncan, Mark Girolami

“…Our key contribution is how knowledge of the experimental campaign can be encoded between tasks as well as within tasks. We present an example of AE time-of-arrival mapping for source localization, to illustrate how multilevel models naturally lend themselves to representing aggregate systems in engineering. …”
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DIRECTIVE SPEECH ACTS OF 'BASO PALEMBANG SARI-SARI' : REVIEW OF LANGUAGE POLITENESS by Ummi Nur Atika, Hastari Mayrita

“…While the community is speaking, the researcher observes the ongoing conversation, then the researcher records, encodes, and transcribes the speech of the community to determine which utterances are classified as directive speech acts. …”
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Graph-Based Node Finding in Big Complex Contextual Social Graphs by Keshou Wu, Guanfeng Liu, Junwen Lu

“…Targeting this challenging problem, we propose a recurrent neural network- (RNN-) based Monte Carlo Tree Search algorithm (RN-MCTS), which automatically balances exploring new possible matches and extending existing matches. The RNN encodes the subgraph and maps it to a policy which is used to guide the MCTS. …”
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Knockout or inhibition of DHPS suppresses ovarian tumor growth and metastasis by attenuating the TGFβ pathway by Guannan Zhao, Xinxin Zhao, Ziping Liu, Baojin Wang, Peixin Dong, Hidemichi Watari, Lawrence M. Pfeffer, Gabor Tigyi, Wenjing Zhang, Junming Yue

“…Abstract Deoxyhypusine synthase (DHPS) is an enzyme encoded by the DHPS gene, with high expression in various cancers, including ovarian cancer (OC). …”
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Genetic Risk Factors of Systemic Lupus Erythematosus in the Malaysian Population: A Minireview by Hwa Chia Chai, Maude Elvira Phipps, Kek Heng Chua

“…These candidate genes include MHC genes and genes encoding complement components, TNF, FcγR, T-cell receptors, and interleukins. …”
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A guide for active learning in synergistic drug discovery by Shuhui Wang, Alexandre Allauzen, Philippe Nghe, Vaitea Opuu

“…We find that molecular encoding has a limited impact on performance, while the cellular environment features significantly enhance predictions. …”
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Chinese medical named entity recognition model based on local enhancement by CHEN Jing, XING Kexuan, MENG Weilun, GUO Jingfeng, FENG Jianzhou

“…Secondly, relative position encoding was combined to perform local attention calculations on sequence segments divided by sliding windows, and local information was fused with global information obtained from BiLSTM through nonlinear computation. …”
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A novel homozygous mutation of CFAP300 identified in a Chinese patient with primary ciliary dyskinesia and infertility by Zheng Zhou, Qi Qi, Wen-Hua Wang, Jie Dong, Juan-Juan Xu, Yu-Ming Feng, Zhi-Chuan Zou, Li Chen, Jin-Zhao Ma, Bing Yao

“…PCD is typically resulted from variants in genes encoding assembly or structural proteins that are indispensable for the movement of motile cilia. …”
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A recurrent variant in PPP2R5C identified in individuals with macrocephaly, intellectual disability, and seizures by Alison M. Muir, Adi Reich, Fanggeng Zou, Deanna Alexis Carere, Sue Moyer Harasink, Lily Tran, Bobbi McGivern

“…Summary: PPP2R5C encodes a B-type regulatory subunit of protein phosphatase 2A (PP2A). …”
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Naxos Disease and Related Cardio-Cutaneous Syndromes by Alexandros Protonotarios, MD, Angeliki Asimaki, Ph.D, Cristina Basso, MD, Zafeirenia Xylouri, MD, Emanuele Monda, MD, Ioannis Protonotarios, MD, Giulia Crisci, MD, Dominic JR. Abrahms, MMBS, MD, MBA, Aris Anastasakis, MD, Loizos Antoniades, MD, Athanasios Bakalakos, MD, Andreina Carbone, MD, Aman S. Coonar, MD, Juan Ramon Gimeno, MD, George Lazaros, MD, Stamatis Lerakis, MD, Luisa Mestroni, MD, George Papadopoulos, MD, Leandro Pecchia, MD, Francesca Romana Prandi, MD, Petros Syrris, MD, Julia Cadrin-Turigny, MD, Anargyros Vasilakis, MSc, Jeffrey E. Saffitz, MD, PhD, Stamatios Gaetano Thiene, MD, Perry M. Elliott, MD, Juan Pablo Kaski, MD, William J. McKenna, MD, Eduardo Bossone, MD, Giuseppe Limongelli, MD, Adalena Tsatsopoulou, MD

“…The first identified causative variant was in the gene encoding the desmosomal protein plakoglobin. Naxos disease exhibits fibro-fatty myocardial replacement with immunohistological abnormalities in cardiac protein and signaling pathways, highlighting the role of inflammation and potential anti-inflammatory treatments. …”
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Sentiment Analysis in Arabic Text and Emoji Using Deep Learning Methods by Suhad Nasrallah Taraf, Ahmed T. Sadiq

“…Different word embedding methods were implemented, such as Spacy (W2V), FastText, and Arabic Bidirectional Encoder Representation (AraBERT). In the context of sentiment analysis models, convolutional neural network (CNN), long short-term memory (LSTM), and recurrent neural network (RNN) were employed. …”
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Drone Video Anomaly Detection by Future Segmentation Prediction and Spatio- Temporal Relational Modeling by Ahmed Fakhry, Janghoon Lee, Jong Taek Lee

“…In this research, we introduce DAD-FSM, an innovative drone-based video anomaly detection system that leverages a spatio-temporal relational cross-transformer to enhance the encoding of visual and temporal features for future segmentation. …”
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Alternative splicing of modulatory immune receptors in T lymphocytes: a newly identified and targetable mechanism for anticancer immunotherapy by Shay Tzaban, Ori Stern, Elad Zisman, Galit Eisenberg, Galit Eisenberg, Shiri Klein, Shiri Klein, Shoshana Frankenburg, Michal Lotem, Michal Lotem, Michal Lotem

“…Equally important is the dynamic adaptability of the splicing machinery, which can give preference to one isoform over others encoded by a single gene. These isoform preferences change in response to the cell’s state and function. …”
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The ABC transporter Opp imports reduced glutathione, while Gsi imports glutathione disulfide in Escherichia coli by Lisa R. Knoke, Maik Muskietorz, Lena Kühn, Lars I. Leichert

“…Here we use the genetically-encoded, glutathione-measuring redox probe Grx1-roGFP2 to comprehensively elucidate the import of extracellular glutathione into the cytoplasm of the model organism Escherichia coli. …”
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Structurally convergent antibodies derived from different vaccine strategies target the influenza virus HA anchor epitope with a subset of VH3 and VK3 genes by Ting-Hui Lin, Chang-Chun David Lee, Monica L. Fernández-Quintero, James A. Ferguson, Julianna Han, Xueyong Zhu, Wenli Yu, Jenna J. Guthmiller, Florian Krammer, Patrick C. Wilson, Andrew B. Ward, Ian A. Wilson

“…Despite some diversity in their VH and VK genes, the antibodies interact with the HA through germline-encoded residues in HCDR2 and LCDR3. Somatic mutations on HCDR3 also contribute hydrophobic interactions with the conserved HA epitope. …”
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Energy Efficient Partial Permutation Encryption on Network Coded MANETs by Ali Khan, Qifu Tyler Sun, Zahid Mahmood, Ata Ullah Ghafoor

“…The basic idea is that source permutes only global encoding vectors (GEVs) without permuting the whole message symbols which significantly reduces the complexity and transmission cost over the network. …”
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Pretraining Enhanced RNN Transducer by Junyu Lu, Rongzhong Lian, Di Jiang, Yuanfeng Song, Zhiyang Su, Victor Junqiu Wei, Lin Yang

“…First, we construct the input of the acoustic encoder with two different latent representations: one extracted by PAE from the raw waveform, and the other obtained from filter-bank transformation. …”
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A Follow-Up Risk Identification Model Based on Multi-Source Information Fusion by Shuwei Guo, Yunyu Bo, Jie Chen, Yanan Liu, Jiajia Chen, Huimin Ge

“…Results show improved accuracy in car-following risk identification, with the optimized AutoEncoder_LR performing best at 91.33% for risk presence and 70.14% for risk levels. …”
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All-silicon non-volatile optical memory based on photon avalanche-induced trapping by Yuan Yuan, Yiwei Peng, Stanley Cheung, Wayne V. Sorin, Sean Hooten, Zhihong Huang, Di Liang, Jiuyi Zhang, Marco Fiorentino, Raymond G. Beausoleil

“…By manipulating the photon avalanche effect, we introduce a trapping effect at the silicon-silicon oxide interface, which in turn demonstrates a non-volatile reprogrammable optical memory cell with a record-high 4-bit encoding, robust retention and endurance. This silicon avalanche-induced trapping memory provides a distinctively cost-efficient and high-reliability route to realize optical data storage in standard silicon foundry processes. …”
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Vasculopathy: a possible factor affecting hereditary angioedema by Anna Laura Colia, Alessandra Ranaldi, Rosa Santacroce, Giovanna D'Andrea, Angela Bruna Maffione, Maurizio Margaglione, Maria D'Apolito

“… Hereditary angioedema (HAE) is a rare genetic disorder that causes swelling of tissues in the hands, feet, limbs, face, intestinal tract, or airway. The SERPING1 gene, encoding the C1-INH, determines the wide range of clinical symptoms associated with CI-INH deficient HAE. …”
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