Application of a grey wolf optimization-enhanced convolutional neural network and bidirectional gated recurrent unit model for credit scoring prediction. by Yetong Fang

“…Experimental results show that the CNN-BiGRU-GWO model proposed in this paper performs well on multiple public credit score datasets, significantly improving the accuracy and efficiency of prediction. On the LendingClub loan dataset, the MAE of this model is 15.63, MAPE is 4.65%, RMSE is 3.34, and MSE is 12.01, which are 64.5%, 68.0%, 21.4%, and 52.5% lower than the traditional method plawiak of 44.07, 14.51%, 4.25, and 25.29, respectively. …”
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Biomolecule-Based Coacervation: Mechanisms, Applications, and Future Perspectives in Biomedical and Biotechnological Fields by Dong Hyun Kim, Mi-Ran Ki, Da Yeon Chung, Seung Pil Pack

“…Encapsulation via biomolecule-based coacervation enables high encapsulation efficiency, enhanced stability, and the sustained release of cargos. …”
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Genotypic variability for root nodulation and identification of high yielding chickpea (Cicer arietinum L.) genotypes by Jyoti Kumari, Rafat Sultana*, Zafar Imam, Mankesh Kumar and Reena Kumari

“…The investigation on root nodule parameters can shed light on the nodulation potential and nitrogen-fixing efficiency of the genotypes and its role in enhancing grain yield as well as soil health. …”
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Special features of bimodal bilingual communication by Šešum Mia M., Šestić Marina N.

“…In contrast to unimodal bilingualism, bimodal bilinguals have the ability to use two languages simultaneously. In addition to deaf people, bimodal bilinguals primarily include hearing children of deaf parents and people with cochlear implants. …”
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A MPCC-Based Variable Sampling Time Interleaving Method for a Two-Phase Totem-Pole Bridgeless Boost PFC Converter by Hyun-Gyu Koh, Hyeon-Joon Ko, Yeong-Jun Choi

“…This paper proposes a Model Predictive Current Control (MPCC) based variable sampling time interleaving method to improve the current shaping ability, power conversion efficiency, power density and current ripple reduction of a two-phase totem pole bridgeless boost power factor correction (PFC) converter. …”
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An Eco-Cruise Control for Electric Vehicles Moving on Slope Road with Constant Speed by Ying Zhang, Yingjie Zhang, Zhaohua Liu, Jinchao Chen, Tao You, Chenglie Du

“…The ECC scheme is validated on a slope road with different cruise speeds on a cosimulation platform, and the results indicate that the proposed strategy enjoys a better speed maintenance ability and energy efficiency compared with the benchmarked cruise control.…”
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The Effect of Hyperparameters on Faster R-CNN in Face Recognition Systems by Jasman Pardede, Khairul Rijal

“…Future research could further enhance the face recognition efficiency and accuracy by exploring other deep learning architectures and more advanced hyperparameter optimization techniques.…”
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Development of Traction System for Engineering Vehicle Running on Long and Large Ramp by LIU Sanshuai, CHEN Mingyang, LI Weibin, ZHAO Junwei

“…To solve the problem of maintaining equipment on high-speed railway lines with long ramp,this paper designs an electric drive traction system for engineering vehicles suitable for long ramp,by increasing the power of the diesel engine and combining the good traction and braking performance of the electric drive.The traction system can adopt a two-vehicle fixed couple operation mode, and the vehicle has high power and strong braking ability. It effectively solves the problems of insufficient power for uphill and high temperature of downhill brake shoes for traditional maintenance vehicles running on long ramp. …”
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A shape-controlled non-symmetric quaternary refinement scheme by Pakeeza Ashraf, Samra Younus, Amna Kalsoom, Jihad Younas

“…One of the key advantages of our scheme is its ability to generate smooth curves with reduced support size, leading to improved computational efficiency and locality of influence. …”
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Comparative Analysis of Force-Sensitive Resistors and Triaxial Accelerometers for Sitting Posture Classification by Zhuofu Liu, Zihao Shu, Vincenzo Cascioli, Peter W. McCarthy

“…Sedentary behaviors, including poor postures, are significantly detrimental to health, particularly for individuals losing motion ability. This study presents a posture detection system utilizing four force-sensitive resistors (FSRs) and two triaxial accelerometers selected after rigorous assessment for consistency and linearity. …”
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Photovoltaic Global Maximum Power Tracking Based on Improved Dragonfly Algorithm by Fei XUE, Xin MA, Bei TIAN, Hui WU

“…The convergence rate and global search ability of the algorithm are improved by optimizing particle roles and introducing the Lévy flight model. …”
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Opportunities for Artificial Intelligence in Operational Medicine: Lessons from the United States Military by Nikolai Rakhilin, H. Douglas Morris, Dzung L. Pham, Maureen N. Hood, Vincent B. Ho

“…To tackle these issues, artificial intelligence (AI) has been progressively incorporated into operational medicine, both on the front lines and also more recently in support roles. The ability of AI to rapidly analyze high-dimensional data and make inferences has opened up a wide variety of opportunities and increased efficiency for its early adopters, notably for the United States military, for non-invasive medical imaging and for mental health applications. …”
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FUNCTION REGULATION OF CUSTOMER’S PLANT THAT BURN TRADITIONAL TYPES OF FUEL by T. G. Zoryna

“…The introduction of the proposed measures is supposed to bring the following advantages: high-quality growth of energy efficiency of the power industry; prime cost reduction of power energy in the power supply system as a whole; stimulation of market elements implementation in the power industry; the ability to react fairly fast to the alterations of economic conditions.…”
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A New Activated Carbon for CO Capture from Coal-Fired Boiler Flue Gas by J. Don Carruthers, Melissa A. Petruska, Gopala Krishnan, Marc Hornbostel, Jianer Bao

“…In a 7000-cycle test, the carbon captured CO 2 at 90% efficiency, generating product CO 2 gas with purity greater than 95%.…”
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Transformative Impacts of AI and Wireless Communication in CSP Heliostat Control Systems by Quanwu Liu, Zengli Dai, Yuan Wei, Dongxiang Wang, Yu Xie

“…The applications of artificial intelligence, machine learning, and deep learning techniques enhance the accuracy, control ability, and prediction performance of CSP heliostat control systems. …”
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Awareness and knowledge of drug-drug and food-drug interactions among adults in Poland – a questionnaire-based survey by Karolina Kuźbicka, Leszek Pawłowski, Ivan Kocić

“…Background: Drug-drug and food-drug interactions can affect the pharmacokinetic and pharmacodynamic properties of drugs, significantly impacting their efficiency and safety profile. Patient awareness of these interactions is vital for their ability to avoid potential risks. …”
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Wearable Online Freezing of Gait Detection and Cueing System by Jan Slemenšek, Jelka Geršak, Božidar Bratina, Vesna Marija van Midden, Zvezdan Pirtošek, Riko Šafarič

“…This paper examines the system’s ability to operate with minimal latency, achieving an average detection delay of just 261 milliseconds and a freezing of gait detection accuracy of 95.1%. …”
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Advancements and Innovative Strategies in Induced Pluripotent Stem Cell-Derived Mesenchymal Stem Cell Therapy: A Comprehensive Review by Xiaoyu Shi, Kun Zhang, Fengshi Yu, Qi Qi, Xiaoyu Cai, Yu Zhang

“…Research suggests that iPSC-MSCs, when compared to tissue derived MSCs, exhibit superior characteristics in terms of proliferation ability, immune modulation capacity, and biological efficiency. …”
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Enhancing Thermal Stability of Hybrid-Modified Local Asphalt by Riyam H. Khalaf, Mohammed A. Abed

“… Chemical additives and polymeric materials, selected for their compatibility and ability to improve asphalt's performance in demanding environments. …”
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Moving Vehicle Tracking Optimization Method Based on SPF by Caixia Lv, Xuejing Zhang

“…Through experimental simulation, it can be seen that the method proposed in this paper can greatly enhance the vehicle tracking ability when tracking vehicles in “complex environments.”…”
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