Improving Predictions of Multiple Binary Models in ILP by Tarek Abudawood

“…Despite the success of ILP systems in learning first-order rules from small number of examples and complexly structured data in various domains, they struggle in dealing with multiclass problems. …”
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Adaptive temporal-difference learning via deep neural network function approximation: a non-asymptotic analysis by Guoyong Wang, Tiange Fu, Ruijuan Zheng, Xuhui Zhao, Junlong Zhu, Mingchuan Zhang

“…Besides, the effectiveness AdaBNTD is also verified through several reinforcement learning benchmark domains.…”
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Scientific Publications Format IMRaD for Social and Humanities Research: A Chance to Be Heard by I. M. Zashikhina, O. V. Pechinkina

“…In this study, we scrutinize the published papers of Russian researchers working in the domains of social sciences and humanities. We aim at investigating the logic and organisation of such publications to see how the articles correspond to the meta-requirements established by the international academia. …”
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IRG1/itaconate enhances efferocytosis by activating Nrf2-TIM4 signaling pathway to alleviate con A induced autoimmune liver injury by Liwu Zeng, Yaxin Wang, Yongzhou Huang, Wenchang Yang, Pei Zhou, Yaqi Wan, Kaixiong Tao, Ruidong Li

“…Therefore, we explored the influence of IRG1-/- on efferocytosis and its effects on regulating the nuclear factor erythroid 2-associated factor 2 (Nrf2)-T-cell immunoglobulin domain and mucin domain 4 (TIM4) pathway and autoimmune liver injury. …”
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INBRX-120, a CD8α-targeted detuned IL-2 that selectively expands and activates tumoricidal effector cells for safe and durable in vivo responses by Jason Ho, Chelsie Macedo, Garrett Cyprus, Rajay Pandit, Anya Polovina, Nadja Kern, Abrahim Hussain, Sae Jeong Ahn, William Crago, Emily Rowell, Florian J Sulzmaier, John C Timmer, Brendan P Eckelman

“…Recent engineering efforts, including non-α IL-2 variants, have lowered the toxicity profile, but have yet to induce meaningful antitumor activity in a wider patient population.Methods We engineered INBRX-120, a CD8α-targeted Cisleukin™ molecule consisting of an affinity tuned IL-2 (IL2-x) connected to two high affinity CD8α-specific single domain antibodies via an effector-silenced Fc domain. …”
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Machine learning and genetic algorithm-guided directed evolution for the development of antimicrobial peptides by Heqian Zhang, Yihan Wang, Yanran Zhu, Pengtao Huang, Qiandi Gao, Xiaojie Li, Zhaoying Chen, Yu Liu, Jiakun Jiang, Yuan Gao, Jiaquan Huang, Zhiwei Qin

“…Objectives: In this study, the lipopolysaccharide-binding domain (LBD) was identified through machine learning-guided directed evolution, which acts as a functional domain of the anti-lipopolysaccharide factor family of AMPs identified from Marsupenaeus japonicus. …”
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Inhibition of histone deacetylase in Arabidopsis root calli promotes de novo shoot organogenesis by Qinwei Pan, Ruirui Huang, Qiong Xiao, Xuting Wu, Baoxia Jian, Yanan Xiang, Lijun Gan, Zongrang Liu, Yi Li, Tingting Gu, Huawei Liu, Huawei Liu

“…On the other hand, the HDAC inhibition-associated activation of shoot organogenesis from unwounded roots is coupled with increased expression of the ARF-LBD pathway gene LATERAL ORGAN BOUNDARIES-DOMAIN 29 while bypassing the wound signaling or auxin biosynthetic genes. …”
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OCT Biometry (B-OCT): A New Method for Measuring Ocular Axial Dimensions by Bartosz L. Sikorski, Pawel Suchon

“…B-OCT was implemented in the spectral domain OCT device for posterior and anterior segment imaging (REVO NX, Optopol Technology). …”
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Diversity in mitotic DNA repair efficiencies between commercial inbred maize lines and native Central American purple landraces by Carlos Víquez-Zamora, Sergio Castro-Pacheco, María Viñas, Pablo Bolaños-Villegas

“…The kinase gene ZeaATM1 was sequenced, and results indicate that in lines P1 and P2 there are polymorphisms near and within the FATC domain, a domain required for the activation of ATM1-mediated repair of DNA damage. …”
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MiR-128-3p mediates MRP2 internalization in estrogen-induced cholestasis through targeting PDZK1 by Yue Zu, Qianyan Gao, Yisheng He, Qiao Deng, Guodong Li, Xiping Li, Tianze Shang, Xinwei Cheng, Chenglong Zhu, Jianqiao Wang, Dong Liu, Chengliang Zhang

“…Emerging evidence indicates that PDZ domain containing 1 (PDZK1) regulates localization of MRP2; however, PDZK1’s role and regulatory machinery in MRP2-mediated estrogen-induced cholestasis (EIC) remain unclear. …”
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Effect of home environment on neuropsychiatric development in preterm infants discharged from NICU at 18 months corrected age by Yuan Tian, Chuncao Zhang, Li Shen, Haifeng Jiang, Feng Liu, Jinjin Chen, Xia Hong

“…The developmental quotient scores at 18 months corrected age were in the middle of the scale. The language domain had the highest rate of developmental delay (46.182%), followed by the adaptive domain (37.091%). …”
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Deep eutectic solvent enhances antibacterial activity of a modular lytic enzyme against Acinetobacter baumannii by Aleksandra Maria Kocot, Tomasz Swebocki, Karolina Ciemińska, Adrianna Łupkowska, Małgorzata Kapusta, Dennis Grimon, Ewa Laskowska, Anna-Karina Kaczorowska, Tadeusz Kaczorowski, Rabah Boukherroub, Yves Briers, Magdalena Plotka

“…The bioinformatic analysis allowed us to determine the spatial architecture of MLE-15, whose components were bactericidal peptide cecropin A connected via a flexible linker to the cell wall binding domain (CBD) of mesophilic 201ϕ2 − 1 endolysin and catalytic domain (EAD) of highly thermostable Ph2119 endolysin. …”
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Defining geosciences research data through metadata reuse: by Alexandre Ribas Semeler, Luana Farias Sales, Adilson Luiz Pinto, Roberta Pereira da Silva de Paula, Valquer Cleyton Paes Gandra, Heloisa Costa

“…In conclusion, research data metadata are domain-specific objects that serve as valuable research resources, regardless of their usage timing, purpose, data characteristics, or user. …”
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Evaluation of Machine Learning Algorithms for Classification of Visual Stimulation-Induced EEG Signals in 2D and 3D VR Videos by Mingliang Zuo, Xiaoyu Chen, Li Sui

“…Key features extracted from the EEG data included PSD and common spatial patterns (CSPs), which capture frequency-domain and spatial-domain information, respectively. …”
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Simulation and analysis of marine hydrodynamics based on the El Niño scenario by M. Ikhwan, R. Wafdan, Y. Haditiar, M. Ramli, Z. Muchlisin, S. Rizal

“…FINDINGS: The results of the model simulation show that one month later (on the 37th day), the current from the west has approached the domain's east side, forming a complete coastal Kelvin wave. …”
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Estimated Aerosol Health and Radiative Effects of the Residential Coal Ban in the Beijing-Tianjin-Hebei Region of China by Kelsey R. Bilsback, Jill Baumgartner, Michael Cheeseman, Bonne Ford, John K. Kodros, Xiaoying Li, Emily Ramnarine, Shu Tao, Yuanxun Zhang, Ellison Carter, Jeffrey R Pierce

“…Additionally, we estimate that the residential-coal-ban scenarios will result in a positive top-of-the-atmosphere aerosol direct radiative effect (DRE) (model domain average: Beijing-off: 0.023 W m−2; Beijing-Tianjin-Hebei-off: 0.30 W m−2) and a negligible cloud-albedo aerosol indirect effect (AIE) (Beijing-off: 0.0001 W m−2; Beijing-Tianjin-Hebei-off: 0.0027 W m−2). …”
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Elliptical Ring Antenna Excited by Circular Disc Monopole for UWB Communications by Krittaya Nakprasit, Arnon Sakonkanapong, Chuwong Phongcharoenpanich

“…In the study, time- and frequency-domain pulse distortions of the antenna in the transmission mode were characterized by magnitude and phase of the antenna transfer function (Hrad). …”
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BARD1 deletion in a patient with suspected hereditary colorectal cancer by Nobue Takaiso, Issei Imoto, Akiyo Yoshimura, Akira Ouchi, Koji Komori, Hiroji Iwata, Yasuhiro Shimizu

“…Abstract Deleterious germline variants in the BRCA1-associated ring domain (BARD1) gene moderately elevate breast cancer risk; however, their potential association with other neoplasms remains unclear. …”
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Two managerial public relations roles in the South African context by Benita Steyn, Tery Everett

“… This article reports the findings of Stage 3 of an international collaborative research programme, its point of departure being that public relations (PR) roles researchers have largely ignored research in the management domain in their conceptualisation of the PR manager role. …”
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Path Transmissibility Analysis Considering Two Types of Correlations in Hydropower Stations by Baoping Zhi, Zhenyue Ma

“…The path transfer force, the path transmissibility, and the path disturbance ranges in the frequency domain are provided. The results indicate that the methods proposed in this study can efficiently reduce the disturbance range and can accurately analyze the transfer paths of hydraulic-source vertical vibration in hydropower stations.…”
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