Mitigating malicious denial of wallet attack using attribute reduction with deep learning approach for serverless computing on next generation applications by Amal K. Alkhalifa, Mohammed Aljebreen, Rakan Alanazi, Nazir Ahmad, Sultan Alahmari, Othman Alrusaini, Ali Alqazzaz, Hassan Alkhiri

“…For the DoW attack mitigation process, the bi-directional long short-term memory multi-head self-attention network (BMNet) method is employed. Finally, the hyperparameter tuning is accomplished by implementing the secretary bird optimizer algorithm (SBOA) method to enhance the classification outcomes of the BMNet model. …”
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TSMixer- and Transfer Learning-Based Highly Reliable Prediction with Short-Term Time Series Data in Small-Scale Solar Power Generation Systems by Younjeong Lee, Jongpil Jeong

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Deep learning-based time series prediction for precision field crop protection by Tao He, Meijin Li, Dong Jin

“…These limitations hinder their ability to provide actionable insights for resource optimization and environmental protection.MethodsTo tackle these difficulties, this research puts forward a new deep-learning-based architecture for time-series prediction that is customized for precise field crop protection. …”
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The impact of the technical decisions made in the operation of energy systems in Tashkent city by Y. N. Zvonareva, R. V. Akhmetova, K. I. Tursunov, I. R. Shorohov

“…Development and testing at a real facility of an integrated approach to the modernization of heat supply systems, taking into account the introduction of modern energy-saving technologies to reduce costs and optimize the processes of generation and consumption of thermal energy.METHODS. …”
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An overview of distributed economic dispatch of microgrids: advances and challenges by Lei Sun, Wenjing An, Yangkai Chen, Peifeng Zhao, Derui Ding

“…Traditional centralized ED methods are not always able to meet the ED demands of microgrids that mostly use distributed power sources. …”
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A new stochastic multi-objective model for the optimal management of a PV/wind integrated energy system with demand response, P2G, and energy storage devices by Hossein Faramarzi, Navid Ghaffarzadeh, Farhad Shahnia

“…To demonstrate the effectiveness of the proposed approach, the results obtained from applying the proposed algorithm are compared with the results from analyzing the problem using GAMS software and the multi-objective seagull optimization algorithm (MOSOA). The proposed method enhances flexibility and ultimately increases system stability while maintaining diversity in energy sources. …”
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Quantitative Analysis of Isoflavones from <i>Fabaceae</i> Species and Their Chemopreventive Potential on Breast Cancer Cells by Wojciech Paździora, Karolina Grabowska, Paweł Zagrodzki, Paweł Paśko, Ewelina Prochownik, Irma Podolak, Agnieszka Galanty

“…The optimal extraction method was a 60 min reflux with 50% methanol and a plant material-to-solvent ratio of 1:125. …”
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Unveiling Arabic named entity recognition using natural language processing with artificial intelligence approach on Moroccan dialect by Wala Bin Subait, Nazir Ahmad, Muhammad Swaileh A. Alzaidi, Mohammed Alqahtani, Asma A. Alhashmi, Nojood O. Aljehane, Mohammed Alshahrani, Shoayee Dlaim Alotaibi

“…The transformers and recurrent neural networks (RNNs) are DL approaches that have accomplished extraordinary results in many NLP tasks since they do not trust huge knowledge sources or handcrafted features. Thus, this study introduces a novel Northern Goshawk Optimization with Artificial Intelligence for Arabic Named Entity Recognition (NGOAI-ANER) technique in Moroccan Dialect. …”
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Bio-oil production by pyrolysis of Azolla filiculoides and Ulva fasciata macroalgae by S. Pourkarimi, A. Hallajisani, A. Alizadehdakhel, A. Nouralishahi

“…METHODS: For this purpose, the effects of temperature (300-500 °C), carrier gas flow rate (0.2-0.8 L/min), ‎and heating rate (10-20 °C/min) on the final bio-oil production were optimized using response ‎surface methodology established by a central composite design. …”
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Effect of aspect ratio on thermoelectric system performance for waste heat recovery as alternative energy in building by Catur Harsito, Rezi Delfianti, RafielCarino Syahroni, Fauzan Nusyura, Federico Minelli

“…This research was conducted using a numerical computation method using ANSYS software. The heat source utilized is the heat from cooking activities that is channeled to kitchen hoods. …”
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FIRM COMPETITIVENESS OF MANUFACTURING INDUSTRY by D. Doncheva

“…Biserial Correlation and Optimal Binning are used as a related method in this study for assessing firm competitiveness.…”
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Two-Stage Locating and Capacity Optimization Model for the Ultra-High-Voltage DC Receiving End Considering Carbon Emission Trading and Renewable Energy Time-Series Output Reconstru... by Lang Zhao, Zhidong Wang, Hao Sheng, Yizheng Li, Tianqi Zhang, Yao Wang, Haifeng Yu

“…In addition, the large-scale grid integration of wind power, photovoltaic, and other intermittent energy sources makes the ultra-high-voltage (UHV) DC channel operation state randomized. …”
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DETERMINING THE OPTIMAL SETTLEMENT LOCATING OF ANCIENT SITES USING TOPSIS MULTI-CRITERIA DECISION MODEL: A CASE STUDY: ESTABLISHMENTS IN MOUNTAINOUS AREAS OF NORTH KHORASAN, NORTHE... by Mohsen Heydari DASTENAEI, Mohsen DANA

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Analysis and Design of Damping Resistor for Mitigating Surge Voltage and Oscillation in Flyback Converter by Sunggyu Jin, Jongwon Choi

“…An analytical method is presented for designing damping resistance to minimize surge voltage in a flyback converter with a dissipative snubber. …”
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Study on an interpretable prediction model for pile bearing capacity based on SHAP and BP neural networks by Shunbo Li, Mingwei Hai, Qi Zhang, Bin Zhou, Miao Wang, Zhuo Zhao

“…To enhance the optimization of the BP neural network’s hyperparameters, five distinct optimization algorithms were employed: the Sine Cosine Optimization Algorithm (SCA), Snake Optimization Algorithm (SO), Pelican Optimization Algorithm (POA), African Vulture Optimization Algorithm (AVOA), and Chameleon Optimization Algorithm (CSA). …”
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Comprehensive assessment of organic Rankine cycles using renewables energy for combined power and heat generation in a badminton stadium by Jiaojiao Liu, Zhanguo Su

“…Therefore, finding innovative ways for energy production applying renewable sources and free pollutant as well as efficiency increase is significant. …”
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The Role of Psychological Assets in Religious Education by Ali Ebrahimi niia

“…The purpose of the present study is to explain the role of psychological assets in religious education. The research method is descriptive-analytic and the results showed that psychological assets and its main components can be the inspiring source to continue religious activity and increases the chance of reaching inner peace, spiritual power to acquire divine attributes. …”
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The Role of Psychological Assets in Religious Education by Zahra Avatefi, Mohmmadjavad Fallah

“…The purpose of the present study is to explain the role of psychological assets in religious education. The research method is descriptive-analytic and the results showed that psychological assets and its main components can be the inspiring source to continue religious activity and increases the chance of reaching inner peace, spiritual power to acquire divine attributes. …”
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Outage probability based power allocation and relay selection algorithm in cooperative communication by Li-yue SUN, Xiao-hui ZHAO, Ming GUO

“…The relay selection and power optimization of multi-relay cooperative communication network under a joint sum power constraint was considered.A low complexity lay selection and power allocation algorithm was also pro-posed in amplify-and-forward cooperative network aiming at minimizing the probability of system outage.In this scheme,optimal power allocation among source and relay nodes was conducted.According to the SNR,an optimal relay node set was selected and a power allocation factor leading to lower system outage probability was obtained by steepest descent method.This algorithm did not need large quantity of l statistical information and equal power condition.It can obtain the best set of relay nodes under optimal power allocation only by solving the arranged matrix on the basis of Sig-nal to Noise Ratio.Simulation results show that the proposed relay select and power allocation algorithm,under the same conditions,compared in the outage probability in erent relay node set among several algorithms,achieves better performance in outage probability and power efficiency.…”
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Electric vehicle integrated tidal-solar-wind-hydro-thermal systems for strengthing the microgrid and environment sustainability by Sunanda Hazra, Dipanjan Datta, Chandan Paul, Provas Kumar Roy, Sneha Sultana, Sajjan Kumar, Soham Dutta

“…By evaluating the generation costs with MFO, this study demonstrates the effectiveness of the method and compares it with other advanced optimization techniques, highlighting its superior efficiency, utility and reliability. …”
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