A Novel Optimized Nonlinear Grey Bernoulli Model for Forecasting China’s GDP by Wen-Ze Wu, Tao Zhang, Chengli Zheng

“…Especially, the latest item of first-order accumulative generating operator (1-AGO) sequence is taken as the initial condition, then background value is reconstructed by optimizing weights of neighbor values in 1-AGO sequence, which is based on minimizing the sum of absolute percentage errors, and finally, we establish the new model based on the rolling mechanism. …”
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Une éthique minimale est-elle compatible avec l’éducation ? by Jean-Pascal Alcantara

“…Indeed it is not obvious whether its leading principles (no harm, equal consideration, neutrality) are likely to determine a strong enought morality convenient with the finalities of education. However, in the following, a minimalistic outlook might turn out to be no less compatible with an overidding clause about education than Mill’s utilitarianism. …”
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Practical application of large language models in educational informatics: specification, framework, and applications by XU Gang, LIU Zhipeng, FENG Qi, SHEN Fuke

“…The results show that applications developed based on a standardized framework possess good interactivity and extensibility, and the efficient reuse of underlying capabilities significantly improves development efficiency. Finally, the paper summarized the application scenarios of LLMs at ECNU and looked forward to future trends, emphasizing the importance of integrating with educational contexts. …”
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Knowledge triple extraction in cybersecurity with adversarial active learning by Tao LI, Yuanbo GUO, Ankang JU

“…Aiming at the problem that using pipeline methods for extracting cybersecurity knowledge triples may cause the errors propagation of entity recognition and did not consider the correlation between entity recognition and relation extraction,and training triple extraction model lacked labeled corpora,an end-to-end cybersecurity knowledge triple extraction method with adversarial active learning was proposed.For knowledge triple extraction,the conventional entity recognition and relation extraction were modelled as sequence labeling task through joint labeling strategy firstly.And then,a BiLSTM-LSTM-based model with dynamic attention mechanism was designed to jointly extract entities and relations,forming triples.Finally,with adversarial learning framework,a discriminator was trained to incrementally select high-quality samples for labeling,and the performance of the joint extraction model was continuously enhanced by iterative retraining.Experiments show that the proposed joint extraction model outperforms the existing cybersecurity knowledge triple extraction methods,and demonstrate the effectiveness of proposed adversarial active learning scheme.…”
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ROLLING BEARING FAULT FEATURE EXTRACTION RESEARCH BASED ON IMPROVED CEEMDAN AND RECONSTRUCTION by LIANG Kai, LIU Tao, MA PeiYuan, WU Xing

“…Secondly, the kurtosis index is calculated of each IMF to select the reconstructed IMF component and the kurtosis index is used to select the most suitable reconstructed signal. Finally, the bearing fault feature is obtained by envelope demodulation. …”
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The mechanisms and control strategies for quality deterioration in surimi gel during freeze-thawing cycles by Qiaoli Zhao, Bin Zheng, Yongqin Gao, Enlin Li, Xinyue Huo, Xue’er Li, Mi Zhang, Saiyi Zhong

“…This review aims to elucidate the mechanisms underlying the quality deterioration of surimi gel during freeze-thawing cycles, summarize changes in myofibrillar protein and alterations in surimi gel quality after freeze-thawing cycle treatment, and finally strategies for enhancing the quality of surimi gel throughout the freeze-thawing cycles are discussed. …”
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Natural products targeting AMPK signaling pathway therapy, diabetes mellitus and its complications by Min Li, Lu Ding, Lu Ding, Liyan Cao, Zepeng Zhang, Xueyan Li, Zirui Li, Qinjing Xia, Kai Yin, Siyu Song, Zihan Wang, Haijian Du, Daqing Zhao, Xiangyan Li, Zeyu Wang, Zeyu Wang

“…The adenylate-activated protein kinase (AMPK) signaling pathway is crucial in regulating cellular energy metabolism, marking it as a significant therapeutic target for diabetes and related complications. …”
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Le cirque de Lugdunum : données anciennes et récentes by Michèle Monin, Djamila Fellague

“…The topographical survey of the area also confirms the technical possibility of a circus being sited on this spot. Finally, formerly non-interpreted findings may belong to the remains of the east front of the building.…”
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Physiological Characteristics and Nonparametric Test for Master-Slave Driving Task’s Mental Workload Evaluation in Mountain Area Highway at Night by Haiwei Wang, Jianrong Liu, Feng You

“…Second, based on the physiological data and subjective evaluation for mental workload, we use statistical methods to composite the physical changes evolution analysis in a driving simulator. Finally, we finished nonparametric test of the drivers’ psychological load and road test. …”
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Neuroleptic Malignant Syndrome (NMS) on Clozapine with a Potential Atypical Interaction with Paliperidone by Paras Agarwal, Adanegbe Omoruyi, Kiara Gascon Perai, Kerenza MacDaid, Andrea Burton

“…A rechallenge was considered at a much lower dose, but due to a rapid increase in his creatinine kinase (CK) levels within a 12-hour timeframe, clozapine was permanently stopped. …”
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Research on Application of Big Data Technique in Electricity Power Industry by Yunshan Zhao, Huanhuan Liu

“…Then, a summary of the research and typical application of the existing big data technology in the electric power industry was described. Finally, the challenges of big data technology in the future for the electric power information were concluded.…”
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Differential Diagnosis of an Elderly Manic-Depressive Patient with Depersonalization and Other Symptoms by Shigehiro Ogata, Yu Itohiya, Yuri Sakamoto, Yuki Sato, Yudai Suyama, Hidenori Atsuta, Ken Iwata

“…However, as a result of this treatment he became temporarily manic but finally recovered completely. After his recovery, we learnt the patient’s past history of hospitalization for psychiatric problems, and based on that history he was diagnosed as suffering from a bipolar I disorder. …”
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Dog recognition in public places based on convolutional neural network by Jianquan Ouyang, Hao He, Yi He, Huanrong Tang

“…First, the image is divided into several grids; then, the dense–scale invariant feature transform algorithm is used to split and combine the descriptors, and the channel information of the eight directions of the image is extracted as the input of the convolutional neural network; and finally, we design a convolutional neural network based on Adam optimization algorithm and cross-entropy to identify the dog species. …”
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Co-creation of social innovations for healthy ageing in rural Europe – a process evaluation of a volunteer-led guided conversation toolkit using Normalisation Process Theory (NPT)... by Basharat Hussain, Mahrukh Mirza, Shukru Esmene, Catherine Leyshon, Michael Leyshon, Arunangsu Chatterjee

“…Holistic understandings of ageing can be developed by paying attention to person-centred and place-based (context-specific) aspects of ageing. Finally, we illustrate how NPT can guide future evaluation frameworks as it offers the flexibility required to understand context-specific implementation.…”
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Política pública e Compensação Ambiental no Brasil: o caso da Usina Hidrelétrica de Santo Antônio do Jari na Amazônia by Rafael Oliveira Fonseca

“…In a second moment, its application is analyzed based on a case study, the Santo Antônio do Jari Hydroelectric Power Plant located in the Amazon rainforest. Finally, some conclusions on the application of the instrument are presented and some possibilities for the future of this instrument in Brazil.…”
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Index modulation aided frequency hopping anti-jamming and encryption method based on rotation scrambling by Xinjin LU, Jing LEI, Yuxin SHI

“…In order to improve the anti-jamming ability and security of the wireless communication system， an index frequency-hopping anti-interference encryption method based on rotation scrambling was designed， which could be simply called encrypted index modulation frequency hopping spread spectrum （EIM-FHSS）.Firstly， the wireless secret key was used to control multiple orthogonal frequency hopping patterns to determine the available frequencies at the current moment.The index of the active frequency （the frequency point with the modulation symbol） was used to transmit the bit information.Secondly， the secret key was used to employ scrambling encryption on the mapping table between information bits and the indexes， to ensure the security of the index bits.Finally， constellation rotation encryption was used on the symbols transmitted on the active frequency in the scheme， which ensured the security of symbol bits.Theoretical analysis and simulation results show that the proposed EIM-FHSS method has stronger security and anti-jamming abilities than the traditional IM-FHSS methods.…”
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Dictaduras Militares y Tradiciones Obreras en Argentina y Brasil by Paula Andrea Lenguita, Marco Aurelio Santana

“…Also, we address the sources of trade union opposition unleashed in both scenarios, understanding them as political vertices social resistance to the dictatorships. Finally, we analyze the consequences of the state repression on the labor movement; in terms of understanding its impact on workers traditions reconfiguration that occurred in only two decades.…”
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Place-pedagogies of water stress by Anna Wilson, Gillian Black, Leif Petersen, Liezl Dick, Sikhululekile Ncube, Tsitsi Mpofu-Mketwa, Amber Abrams, Kirsty Carden, Laurence Piper, Jen Dickie, Niall Hamilton-Smith, Guy Lamb

“…We also explore how water manages to escape and flow outside of attempts to control and constrain it. Finally, we speculate on the implications for place-based water literacies and the pedagogies at work in other places of water stress.…”
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The Role of Decorin in Autoimmune and Inflammatory Diseases by Yuanji Dong, Jixin Zhong, Lingli Dong

“…Decorin is involved in an extensive signaling network and can interact with other extracellular matrix components, growth factors, receptor tyrosine kinases, and various proteases. Decorin has been shown to be involved in wound repair, cell cycle, angiogenesis, tumor metastasis, and autophagy. …”
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Investigation of Two-Dimensional Viscoelastic Fluid with Nonuniform Heat Generation over Permeable Stretching Sheet with Slip Condition by Haroon Ur Rasheed, Zeeshan Khan, Saeed Islam, Ilyas Khan, Juan L. G. Guirao, Waris Khan

“…The partial differential equations which govern the fluid flow are changed into ordinary differential equations through suitable similarity transformation variables. Finally, the transformed ordinary differential equations are solved with the help of a seminumerical technique known as the homotopy analysis method (HAM). …”
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