Wind power generation prediction using LSTM model optimized by sparrow search algorithm and firefly algorithm by Wenjing Zhang, Hongjing Yan, Lili Xiang, Linling Shao

“…The research outcomes denote that the optimized model greatly raises the accuracy and efficiency of wind power generation prediction, and has good application prospects.…”
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On а Recursive-Parallel Algorithm for Solving the Knapsack Problem by Vladimir V. Vasilchikov

“…In this paper, we offer an efficient parallel algorithm for solving the NP-complete Knapsack Problem in its basic, so-called 0-1 variant. …”
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Deep Hashing Based Fusing Index Method for Large-Scale Image Retrieval by Lijuan Duan, Chongyang Zhao, Jun Miao, Yuanhua Qiao, Xing Su

“…Hashing has been widely deployed to perform the Approximate Nearest Neighbor (ANN) search for the large-scale image retrieval to solve the problem of storage and retrieval efficiency. Recently, deep hashing methods have been proposed to perform the simultaneous feature learning and the hash code learning with deep neural networks. …”
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A Bernstein polynomial approach of the robust regression by Sihem Semmar, Omar Fetitah, Mohammed Kadi Attouch, Salah Khardani, Ibrahim M. Almanjahie

“…Theoretical results and tests on simulated and real data sets validate the efficiency and practicality of the approach. Moreover, some of its asymptotic properties are discussed and demonstrated. …”
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Robot path planning based on obstacle avoidance optimization and improved ant colony algorithm by HE Xingshi, CHEN Huiyuan

“…In order to improve the first search efficiency and accuracy of the ant colony, the Chebyshev distance was introduced to improve the distance heuristic function, and the guidance of the target point to the robot was enhanced in the transfer probability. …”
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FIST GEOINFORMATION SYSTEM MODEL USING FOG COMPUTING IN DESTABILIZATION by V. V. Gryzunov

“…The objective of the study is to develop a model of a geoinformation system functioning in destabilization, as well as indicators that assess the ability of a geoinformation system to perform its functions in destabilization. …”
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A human activity recognition model based on deep neural network integrating attention mechanism by Feng Xu, Xuchen Gao, Weigang Wang

“…It outperforms other models and has good generalization ability. However, future work could involve using more diverse datasets, improving computational efficiency for real-time applications, enhancing activity transition recognition, and fusing other sensor data to better meet practical needs.…”
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Air-Mode Photonic Crystal Micro-Ring Resonator With Enhanced Quality Factor for Refractive Index Sensing by Yameng Xu, Shubo Hu, Mei Kong

“…Intense light-matter interaction is critical for enabling high-sensitivity refractive index sensors, high-efficiency light sources, and high-performance nonlinear devices. …”
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Next-generation catalysts for sustainable biodiesel production: a comprehensive review by Olusola David Ogundele

“…Biodiesel, derived from renewable biomass, has emerged as a promising solution, particularly microalgae-based biodiesel, which offers high lipid productivity, CO2 sequestration, and the ability to grow in non-arable land and wastewater. …”
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THE EFFECT OF INTEGRATED LOGISTICS SUPPORT SYSTEM ON LIFE CYCLE MANAGEMENT by Sulhi Eski, İlker Hakan Özaslan

“…The Life Cycle is defined as a process that begins with the demonstration of an intended ability and ends when it becomes out of use. Extending the life cycle will reduce costs and increase efficiency.Integrated Logistics Support (ILS); It increases the service life of the products and minimizes the need for support; In this way, it provides financial benefit by reaching higher gains in the long term. …”
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A Master-Slave Surveillance System to Acquire Panoramic and Multiscale Videos by Yu Liu, Shiming Lai, Chenglin Zuo, Hao Shi, Maojun Zhang

“…Experimental results using realistic scenes have demonstrated the efficiency and applicability of the system with real-time surveillance.…”
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Human-Aware Control for Physically Interacting Robots by Reza Sharif Razavian

“…Therefore, this holistic model can predict arm kinematics and neuromuscular activities in a computationally efficient way. The computational efficiency of the model also makes it suitable for repetitive predictive simulations within a robot’s control algorithm to predict the user’s behavior in human–robot interactions. …”
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Targeting heparan sulfate proteoglycans as an effective strategy for inhibiting cancer cell migration and invasiveness compared to heparin by Lorenzo Depau, Jlenia Brunetti, Chiara Falciani, Elisabetta Mandarini, Marta Zanchi, Maria Francesca Paolocci, Marta Garfì, Alessandro Pini, Luisa Bracci

“…By virtue of their ability to bind different growth factors, morphogens and extracellular matrix proteins, heparan sulfate proteoglycans (HSPGs) play a determinant role in cancer cell differentiation and migration. …”
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DGYOLOv8: An Enhanced Model for Steel Surface Defect Detection Based on YOLOv8 by Guanlin Zhu, Honggang Qi, Ke Lv

“…The InnerMPDIoU, which incorporates the latest Inner concepts, enhances detection accuracy and the ability to handle detailed aspects effectively. This model helps to address the limitations of current networks. …”
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ANALISIS KEUNTUNGAN USAHATANI DAN PELUANG PENGEMBANGAN DIVERSIFIKASI PANGAN POKOK SUMBER KARBOHIDRAT DI KABUPATEN KEPAHIANG by Putri Suci Asriani, Irnad Irnad, Redy Badrudin

“…In addition, all of the alternative staple foods also have the ability to profit creation higher than lowland rice. …”
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A Novel Autonomous Marine Profile Elements Monitoring and Sample Collection System by Yuxiang He, Wei Fan, Xiaoya Zang, Zhiyu Zou, Shicheng Hu, Yonggang Zhao

“…Laboratory and sea trials validated its ability to perform reciprocating vertical motion, autonomous buoyancy regulation, and leak-free sample collection, confirming feasibility for long-term coastal ecosystem monitoring. …”
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Model Simulations of Complex Dust Emissions over the Sahara during the West African Monsoon Onset by Carolina Cavazos-Guerra, Martin C. Todd

“…The comparative analysis between observations and WRF-Chem simulations demonstrates the model efficiency to simulate the spatial and 3D structure of dust transport over the Sahara and Sahel. …”
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The art of audience engagement: LLM-based thin-slicing of scientific talks by Ralf Schmälzle, Sue Lim, Yuetong Du, Gary Bente

“…IntroductionThis paper examines the thin-slicing approach—the ability to make accurate judgments based on minimal information—in the context of scientific presentations. …”
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Task-aware image quality estimators for face detection by Praneet Singh, Amy R. Reibman

“…Abstract Understanding the quality of face images plays a critical role in enhancing the efficiency of end-to-end face analytics systems, which perform tasks such as face detection, alignment, and recognition in a sequential manner. …”
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An Extensible Dialogue Script for a Robot Based on Unification of State-Transition Models by Yosuke Matsusaka, Hiroyuki Fujii, Isao Hara

“…We have confirmed that by the application of three robots, development efficiency has improved by 30%.…”
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