Dual-Branch Deep Learning with Dynamic Stage Detection for CT Tube Life Prediction by Zhu Chen, Yuedan Liu, Zhibin Qin, Haojie Li, Siyuan Xie, Litian Fan, Qilin Liu, Jin Huang

“…Furthermore, a dynamic phase detector is applied to integrate the prediction results from both branches. In terms of optimization strategy, a dynamically weighted triplet mixed loss function is designed to adjust the weight ratios of different prediction tasks, effectively solving the problems of sample imbalance and uneven prediction accuracy. …”
Get full text

Enhancing education quality with hybrid clustering and evolutionary neural networks in a multi phase framework by Saleem Malik, Chandrakanta Mahanty, Jnanaranjan Mohanty, Krunal Vaghela, T. Narmadha, R. Sivaranjani, Javed Khan Bhutto, Saiful Islam, Anwar Khan, Amanuel Zewdie

“…The NeuroEvoClass algorithm mixes evolutionary strategies inspired by swarm intelligence and artificial neural networks (ANN) to improve student performance prediction in Phase II. Particle Swarm Optimization (PSO) optimizes neural network weight assignments, dynamically fine-tuning network topologies depending on the complex student dataset. …”
Get full text

Exploration and practice of digital and intelligent construction in Sinopec’s oil and gas production by LI Bing, GUO Hongjin, DUAN Hongjie

“…Breakthroughs were made in anomaly recognition and operational optimization technology based on big data. The department independently developed a fully localized oil and gas production informatization platform with first-level deployment that integrated all elements， effectively solving problems such as inconsistent standards in the informatization construction of mature oil and gas fields， high overall investment， difficulties in efficient mining and utilizing the value of massive real-time data， and the dispersed construction of production， operation， and command platforms that hindered the realization of large-scale benefits. …”
Get full text

Prediction method of TBM excavation axis deviation for small turning tunnels based on LSTM neural network by Lijie DU, Hongda HAO, Qingwei LI, Yalei YANG, Weidong ZHANG, Jiayi LIU, Hongchao FENG

“…Different LSTM layers and different number of neurons are selected to form a new model structure, and the optimal model structure and optimal input time periods of different prediction time are determined. …”
Get full text

Synthesis of a multicomponent cellulose-based adsorbent for tetracycline removal from aquaculture water by Uyen Bao Tran, Ngoc Thanh Vo-Tran, Khai The Truong, Dat Anh Nguyen, Quang Nhat Tran, Huu-Quang Nguyen, Jaebeom Lee, Hai Son Truong-Lam

“…The synthesis process was optimized using parameters derived from the response surface methodology. …”
Get full text

Prediction analysis and control strategies on coupling coordination between low-carbon transportation and high-quality economic development in the backward U-shaped bend metropolit... by Wang Wei, Mo Yuan-rui, Guan Lei, Gong Liang

“…The empirical findings provide important insights for optimizing the CCD and its regulation strategies of these two systems, thus providing guidance for formulating coordinated development policies and sustainable governance strategies.…”
Get full text

INFLUENCE OF ENVIRONMENTAL FACTORS ON INFLORESCENCE PRODUCTION IN Vanilla pompona CULTIVATION SYSTEMS IN THE TINGANA CONSERVATION CONCESSION, MOYOBAMBA, PERU by Mario Edinson Chinchay Carrasco, Miguel Tomás Guerra Saldaña, Jhon Jairo López Rojas

“…Low inflorescence production is a frequent problem that is related to adverse environmental factors in cultivation systems, affecting the production of this edible orchid. …”
Get full text

The level of expression of miR-196a in patients with chronic viral hepatitis C with the first genotype of HCV according to previous experience of antiviral therapy. by L. R. Shostakovych-Koretskaya, O. P. Shevchenko-Makarenko, T. Yu. Lapikova-Bryhinska

“…Real-time quantitative PCR was performed using TaqMan® miRNA analysis. In order to optimize the prediction of response to antiviral therapy and the use of optimal treatment regimens for problem patients with treatment failure regimens containing interferon, analysis using ROC curves was used. …”
Get full text

Designing Randomized Experiments to Predict Unit-Specific Treatment Effects by Elizabeth Tipton, Michalis Mamakos

“…When evaluating a program or policy, a randomized experiment is typically designed to test a single confirmatory hypothesis about the average treatment effect, although subgroup and moderator effects may also be explored. …”
Get full text

Spatiotemporal differences and influencing factors of the dietary structure index in Chinese urban residents by Tianyang Chen, Zheng Guo, Zheng Guo, Sophia Shuang Chen, Sophia Shuang Chen, Giri Raj Kattel, Giri Raj Kattel, Giri Raj Kattel, Shimou Yao

“…However, still there is a prominent problem of unbalanced and inadequate regional development of diet. …”
Get full text

The potential & limitations of monoplotting in cross-view geo-localization conditions by Bradley J. Koskowich, Michael J. Starek, Scott A. King

“…Cross-view geolocalization (CVGL) describes the general problem of determining a correlation between terrestrial and nadir oriented imagery. …”
Get full text

A Novel Dual-Branch Global and Local Feature Extraction Network for SAR and Optical Image Registration by Xuanran Zhao, Yan Wu, Xin Hu, Zhikang Li, Ming Li

“…However, the inherent differences between the two modalities pose a challenge to the existing deep-learning algorithms that only depend on local features. To address this problem, we propose a global and local feature extraction network (GLFE-Net) for SAR and optical image registration. …”
Get full text

Synthesis and characterization of bismuth gadolinium oxide/g-C3N4 heterojunction nano photocatalyst for efficient sunlight-driven purification of wastewater containing malachite gr... by Shokofeh Mirzasani, Movlud Valian, Ahmad Akbari, Forat H. Alsultany, Masoud Salavati-Niasari

“…In this research, considering the problem of water pollution, efficient bismuthate nanostructures have been designed to destroy organic pollutants; and in the following, suitable strategies to improve the photocatalytic efficiency have been presented and analyzed. …”
Get full text

Herobot Learning Media for Grade IV Elementary School Students by Tri Widiastuti, Irfai Fathurohman, Erik Aditia Ismaya

“… One of the problems that occur in this nation is that the quality of education in education units is not yet optimal. …”
Get full text

Assessing the quality of life of adolescents with sickle cell disease and their transition to adult medicine: experience in a remote area of the Democratic Republic of Congo by Benoît Mbiya-Mukinayi, Corneille Kalala-Mushinta, Schadrac Kalombo-Munganga, Alexandre Kalala-Mwanza, Steve Kasongo-Tshiala, John Mpoyi-Kalenda, Béatrice Gulbis

“…Results The results revealed an overall optimal quality of life, with an average SF-36 score of 60.6 ± 8. …”
Get full text

Functional Data Analysis for Prediction of Employee Presence by Nouhaila Goujili, Matthieu Saumard, Nicolas Cochard, Maher Jridi

“…The problem of space occupancy and the prediction of occupancy schedules has rarely been addressed, due to the highly stochastic behavior of occupants and the insufficient quality of data sets. …”
Get full text

Sense of Coherence and Caregiver Burden Among Informal Caregivers of People with Dementia in China: The Mediating Role of Coping Strategies by Long D, Gu Y, Wang Y

“…Future interventions could focus on adapting and optimizing the coping behaviors of informal caregivers, using mediating mechanisms as entry points, with the aim of achieving more precise and effective care support.Keywords: caregiver burden, dementia, informal caregivers, sense of coherence, coping strategies…”
Get full text

Factors Influencing the Length of Emergency Intensive Care Unit Stay in Adult Tetanus Patients by Xu J, Wang Y, Huang G, Zhou L, Mo X, Yang N, Wu P, Hu S, She C

“…Clinicians must focus on spasm control and optimize airway management in tetanus patients in the EICU.Keywords: tetanus, intensive care unit, length of stay, influencing factor, tracheotomy, mechanical ventilation…”
Get full text

Conceptual and theoretical foundations of personalised learning by E. F. Zeer, O. V. Krezhevskikh

“…Introduction. The urgency of the problem related to personalised learning in future teacher training is associated with the creation of an optimal range of choices in the conditions of intensive development of the informal and non-formal educational environment in the global (interstate) educational space. …”
Get full text

Attenuation correction in single-photon emission computed tomography for NURBS-based cardiac-torso phantom using dual-energy acquisition by Hossein Rajabi, Hadi Ahangari, Iraj Mohammadi, Alireza Mohammadkarim, Mohammad Tajik-Mansoury

“…Therefore, the attenuation is the most important problem in single-photon emission computed tomography (SPECT) imaging. …”
Get full text