Modeling Collective Behavior for Fish School With Deep Q-Networks by Pengyu Chen, Fang Wang, Shuo Liu, Yifan Yu, Shengzhi Yue, Yanan Song, Yuanshan Lin

“…An individual’s action is represented with discretized turning angle. Then, the reward function is constructed with the change in the number of neighbors. …”
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Federated stochastic gradient averaging ring homomorphism based learning for secure data aggregation in WSN by Saravanakumar Pichumani, T. V. P. Sundararajan, S. M. Ramesh

“…Following which fine tune weights are generated using Stochastic Gradient Averaging function. …”
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Fibroblast activation protein is dispensable in the anti-influenza immune response in mice. by Sioh-Yang Tan, Sumaiya Chowdhury, Natasa Polak, Mark D Gorrell, Wolfgang Weninger

“…It is also expressed by cancer-associated stromal fibroblasts in more than 90% of epithelial tumours. FAP has enzymatic and non-enzymatic functions in the growth, immunosuppression, invasion and cell signalling of tumour cells. …”
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Integer programming‐based non‐uniform window decoding schedules for spatially coupled low‐density parity‐check codes by Sirawit Khittiwitchayakul, Watid Phakphisut, Pornchai Supnithi

“…Our design is more flexible than the previous design, because the integer programming‐based design allows reduction of update numbers and performance losses through the constraints function, whereas the previous design requires observation of variable node update behaviour. …”
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The AMD-associated genetic polymorphism CFH Y402H confers vulnerability to Hydroquinone-induced stress in iPSC-RPE cells by Angela Armento, Inga Sonntag, Ana-Cristina Almansa-Garcia, Merve Sen, Sylvia Bolz, Blanca Arango-Gonzalez, Ellen Kilger, Ruchi Sharma, Kapil Bharti, Rosario Fernandez-Godino, Berta de la Cerda, Simon J. Clark, Simon J. Clark, Simon J. Clark, Marius Ueffing

“…There has been, and continues to be, much discussion around the functional consequences of this Y402H polymorphism, whether the soluble FH protein confers its risk association, or if the cells expressing the protein themselves are affected by the genetic alteration. …”
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A novel reinforcement learning framework-based path planning algorithm for unmanned surface vehicle by Jianhui Mou, Bo Shi, Bo Wang, Chengcheng Yu, Yangwei Wang, Fusheng Zhong, Li Zheng, Jian Wang, Junjie Li

“…In addition, the Bezier curve is applied to make the generated path more feasible. Finally, the effectiveness of the proposed algorithm is verified by comparing it with the DQN, A*, and APF algorithms in simulation experiments. …”
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COVID-19 Diagnosis Using Spectral and Statistical Analysis of Cough Recordings Based on the Combination of SVD and DWT by Thabit Sultan Mohammed, Awni Ismail Sultan, Khattab M. Ali Alheeti, Karim Mohammed Aljebory, Hasan Ismail Sultan, Muzhir Shaban Al-Ani

“… Healthcare professionals routinely use audio signals, generated by the human body, to help diagnose disease or assess its progression. …”
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Performance Analysis of the (1+1) EA on Mobile Robot Path Planning by Xinsheng Lai, Yulin Feng

“…Path planning is a fundamental function of mobile robots that have been nowadays used in a variety of areas. …”
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Characterising the Thematic Content of Image Pixels with Topologically Structured Clustering by Giles M. Foody

“…The location of a pixel in feature space is a function of its thematic composition. The latter is central to an image classification analysis, notably as an input (e.g., training data for a supervised classifier) and/or an output (e.g., predicted class label). …”
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Predictive modeling of pediatric drug-induced liver injury: Dynamic classifier selection with clustering analysis by Zixin Shi, Linjun Huang, Haolin Wang

“…Background Pediatric populations are more vulnerable to drug-induced liver injury (DILI) due to distinct pharmacokinetic profiles and ongoing physiological maturation processes. …”
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Design of the optimal groundwater quality monitoring network using a genetic algorithm based optimization approach by Somaye Janatrostami, Ali Salahi

“…In this paper, two conflicting objective functions are simultaneously solved. The first objective function is the maximization of the match between the interpolated EC distributions obtained from data of the all available monitoring wells and the wells from the newly generated network. …”
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Direct coupling analysis and the attention mechanism by Francesco Caredda, Andrea Pagnani

“…Abstract Proteins are involved in nearly all cellular functions, encompassing roles in transport, signaling, enzymatic activity, and more. …”
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Female Adolescent Soccer Players Utilize Different Neuromuscular Strategies Between Limbs During the Propulsion Phase of a Lateral Vertical Jump by Matthew D DeLang, Joseph P Hannon, Shiho Goto, James M Bothwell, J Craig Garrison

“…These findings are important to research on functional performance measures related to attaining between-limb symmetry, as measures of energy generation contribution open the door for a more thorough understanding of joint-by-joint intra-limb contributions during a functional task.…”
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Analysis and Optimization of Interpolation Points for Quadruped Robots Joint Trajectory by Mingfang Chen, Kaixiang Zhang, Sen Wang, Fei Liu, Jinxin Liu, Yongxia Zhang

“…An evaluation function was established to assess the closeness degree between the actual trajectory and the original curve. …”
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A curated soil fungal dataset to advance fungal ecology and conservation research in Australia and Antarctica by Luke Florence, Sean Tomlinson, Marc Freestone, John W. Morgan, Jennifer L. Wood, Camille Truong

“…Abstract DNA metabarcoding has played a pivotal role in advancing our understanding of the diversity and function of soil-inhabiting fungi. The Australian Microbiome Initiative has produced an extensive soil fungal metabarcoding dataset of more than 2000 plots across a breadth of ecosystems in Australia and Antarctica. …”
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The Use of Al, Cu, and Fe in an Integrated Electrocoagulation-Ozonation Process by Carlos E. Barrera Díaz, Nelly González-Rivas

“…This study presents the effect of supplying electrochemically generated metallic ions (Al, Cu, and Fe) during an ozonation process for treating industrial wastewater. …”
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Design and Application of ATS Dispatch Path Search Method by ZHANG Yanqiu, LI Denggen, WANG Min'an, TAO Cui

“…The method has been applied to Changsha urban rail transit Line 3 and Line 4, Wuxi urban rail transit Line 4, to support plan editing and train scheduling, and achieves good results, such as the generation time of station map can reduce over 70%,incidental jamming of the route trigger is eliminated when there are more trains,and route files can be generated automatically within minutes (original manual generation took several days).…”
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Double trouble: cytosolic and nuclear IKKα in cancer by Kirsty Tinto, Margaret Cunningham, Robin Plevin

“…Additionally, the dynamic ability of IKKα to shuttle between the cytosol and nucleus, mediates NF-κB-independent effects which further its role in inflammation and tumour progression. More recently, an endosomal-generated, nuclear-active IKKα isoform, p45-IKKα has been discovered and implicated in cancer and chemoresistance. …”
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INEH-VNS Algorithm Solved Automatic Production System Scheduling Problem under Just-in-Time Environment by Li Qingxiang, Zhao Xiaofei, He Yude, Yin Shaojun

“…Secondly, for computing value of the objective function, the double procedure method is constructed. …”
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Nile Red Staining for Oil Determination in Microalgal Cells: A New Insight through Statistical Modelling by Ronald Halim, Paul A. Webley

“…A quadratic surface model that successfully described the Nile red fluorescence intensity as a composite function of its variables was generated (r2=0.86). …”
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