Hybridization of a hidden Markov model using Elman neural network with application by Omar Qasim

“…The proposed model has proved that it is highly efficient in the classification of osteoporosis data compared with Elman artificial neural network on the one hand and the hidden Markov model on the other.…”
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Combining Tools to Design and Develop Software Support for Capabilities by Martin Henkel, Christina Stratigaki, Janis Stirna, Pericles Loucopoulos, Yannis Zorgios, Antonis Migiakis

“…Analyzing, designing and implementing software systems based on the concept of capabilities have several benefits, such as the ability to design efficient monitoring of capabilities and their execution context. …”
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Chaetocin Promotes Osteogenic Differentiation via Modulating Wnt/Beta-Catenin Signaling in Mesenchymal Stem Cells by Youde Liang, Xin Liu, Ruiping Zhou, Dawei Song, Yi-Zhou Jiang, Weiwei Xue

“…Although combining MSCs with growth factors and scaffolds provides a useful clinical strategy for bone tissue engineering, the efficiency of MSC osteogenic differentiation remains to be improved. …”
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Research on simulation of permanent magnet synchronous motor in full speed range. by Mingrun Yuan, Yuke Meng, Xiaozhong Qi, Xiao Li, Ning Zhang

“…In the motor start-stop state, the MTPA control strategy can distribute large electromagnetic torque during start-up, effectively improve the efficiency of the inverter and save costs. Compared with MTPA and Id = 0 control strategies, weak magnetic control has excellent speed increase effect, up to 6000r/min, and has strong anti-interference ability. …”
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Monetary Policy and Domestic Investment in Nigeria: The Role of the Inflation Rate by Ezeibekwe Obinna Franklin

“…Economic theory suggests that monetary policy can be used to stabilize an economy. However, the ability of monetary policy targets—interest rates and money supply—to stabilize an economy depends on their ability to achieve price stability. …”
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Effect of HUVECs on proliferation and stemness of hDPSCs silencing integrin α6 by AN Qi, ZHANG Weiwei, HE Lina, LI Yanping, PAN Shuang, NIU Yumei

“…Results ①Fluorescence microscopy showed that the transfection efficiency was about 80%. Real-time PCR and Western blot results showed that sh-ITGA6 lentivirus effectively interfered with ITGA6 expression in hDPSCs. ②CCK-8 results showed that on day 5 of co-culture, the proliferation ability of the sh-ITGA6+HUVECs group was superior to that of the sh-ITGA6 group (P<0.05); on day 7, the proliferation ability of the sh-NC+HUVECs and sh-ITGA6+HUVECs group was superior to that of the sh-NC and sh-ITGA6 group (P<0.05). …”
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A Feature Selection Method by using Chaotic Cuckoo Search Optimization Algorithm with Elitist Preservation and Uniform Mutation for Data Classification by Le Wang, Yuelin Gao, Jiahang Li, Xiaofeng Wang

“…In this paper, we propose an efficient feature selection method based on the cuckoo search algorithm called CBCSEM. …”
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A Distributed Task Allocation Strategy for Collaborative Applications in Cluster-Based Wireless Sensor Networks by Feng Wang, Guangjie Han, Jinfang Jiang, Hao Qiu

“…In addition, a reasonable task allocation strategy is also an efficient method for task performing and energy saving. …”
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Trainable embedding quantum physics informed neural networks for solving nonlinear PDEs by Stefan Berger, Norbert Hosters, Matthias Möller

“…In direct comparison with classical PINNs, this approach showed an ability to achieve superior results while using the same number of parameters, highlighting their potential for more efficient optimization in high-dimensional parameter spaces, which could be transformative for future applications.…”
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Right to complain: should Norway be following an appeal scheme more in line with its Scandinavian neighbors for written exams in higher education? by Jon Tømmerås Selvik, Eirik Bjorheim Abrahamsen, Pattamawan Jimarkon, Timothy James Marshall

“…This also challenges efficient use of resources. In the article, we discuss the quality of the Norwegian regrading scheme, with a focus on elements characterizing good decisions. …”
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ML-Based Materials Evaluation in 3D Printing by Izabela Rojek, Dariusz Mikołajewski, Krzysztof Galas, Jakub Kopowski

“…Machine learning (ML) is transforming the evaluation of 3D printing materials, enabling more efficient and accurate assessment of material properties, including their sustainable life cycle. …”
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Agrobacterium-mediated transient transformation of Flaveria bidentis leaves: a novel method to examine the evolution of C4 photosynthesis by Christopher J. Baros, Jeremy Beerkens, Martha Ludwig

“…However, this technique has not been applied to the genus Flaveria. Here, an efficient protocol for the Agrobacterium-mediated transient transformation of the leaves of the C4 species Flaveria bidentis is presented. …”
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Wavelet attention-based implicit multi-granularity super-resolution network by Chen Boying, Shi Jie

“…It then applies a self-attention mechanism to capture multi-scale features, enabling a more efficient and larger receptive field to help the network capture long-range feature dependencies. …”
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A Robust Method for Validating Orientation Sensors Using a Robot Arm as a High-Precision Reference by József Kuti, Tamás Piricz, Péter Galambos

“…This paper presents a robust and efficient method for validating the accuracy of orientation sensors commonly used in practical applications, leveraging measurements from a commercial robotic manipulator as a high-precision reference. …”
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WaveConv-sLSTM-KET: A Novel Framework for the Multi-Task Analysis of Oil Spill Fluorescence Spectra by Shubo Zhang, Menghan Li, Jing Li

“…The frequent occurrence of marine oil spills underscores the need for efficient methods to identify spilled substances and analyze their thickness. …”
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L’espace 3D : de la photogrammétrie à la lasergrammétrie by Michel Maumont

“…The issues specificities and the knowledge of the processes make it possible to create products that are efficient, adapted to the specific cases, and that go far beyond the mere synthesis of digital images.…”
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Advancing medical question answering with a knowledge embedding transformer. by Xiang Zhu, Mustaqeem Khan, Abdelmalik Taleb-Ahmed, Alice Othmani

“…Efficient medical question answering is essential for better patient care. …”
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Control centrality and hierarchical structure in complex networks. by Yang-Yu Liu, Jean-Jacques Slotine, Albert-László Barabási

“…We introduce the concept of control centrality to quantify the ability of a single node to control a directed weighted network. …”
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Onboard Decision-making System of Unmanned Mine Truck by WANG Jia, HUANG Jiade, LIU Zhicong, HUANG Peng, LYU Liang

“…The real vehicle production and operation results show that the system can effectively improve the vehicle operation efficiency and safety ability to avoid obstacles.…”
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Global Maximum Power Point Tracking of Photovoltaic Systems Using Artificial Intelligence by Rukhsar, Aidha Muhammad Ajmal, Yongheng Yang

“…The comparison demonstrates that the hybrid AI techniques are more reliable, which offer higher efficiency and better dynamics to handle PSCs. According to the benchmarking, a modified particle swarm optimization (PSO) GMPPT algorithm is proposed, and the experimental results validate its ability to achieve GMPPT with faster dynamics and higher efficiency. …”
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