Integrating Multi-Layer Perceptron Regression with Innovative Optimization for Accurate Building Cooling Load Prediction by Subhiya Zeynalli, Baharak Eslami

“…Through a hybridization technique with two cutting-edge optimization algorithms, the Brown Bear Optimization Algorithm (BBOA) and the Non-Monopolize Search Algorithm (NMSA), it sets out to explore its optimization potential. …”
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Cerebral dysfunction in patients with acute myocardial infarction by N. A. Muradyan, I. M. Kuzmina, T. R. Gvindzhiliya, V. M. Balanyan, K. A. Popugaev

“…The article discusses the features of one of the complications of acute myocardial infarction – cerebral dysfunction, which negatively affects the quality of life of patients, worsens the disease prognosis, increases the hospital length of stay and the risk of death. …”
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Microgrid Energy Management Considering Energy Storage Degradation Cost by Yiming Zhao, Hongrui Li, Changsheng Wan, Dong Du, Bo Chen

“…The improved sine cosine algorithm (SCA) is used to simulate the energy output optimization of various distributed generators in the microgrid. …”
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Analysis and Identification of Students with Financial Difficulties: A Behavioural Feature Perspective by Yong Ma, Xingxu Zhang, Xiaoqiang Di, Tao Ren, Huamin Yang, Binbin Cai

“…Association rules show that students’ poverty level is most closely related to their academic performance, followed by consumption level, diligence level, and life regularity. Finally, we adopted the semisupervised K-means algorithm to more accurately find out students with financial difficulties. …”
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G-ROBOT: An Intelligent Greenhouse Seedling Height Inspection Robot by Baoqi Wang, Yang Ding, Chunyan Wang, Deyu Li, Hongchang Wang, Zhilong Bie, Yuan Huang, Shengyong Xu

“…The results of the greenhouse experiment showed that the robot has an average battery life of 5.2 h after being fully charged, with satisfactory motion stability and environmental adaptability; the environmental information data collected were valid, and errors were within the acceptable range; the captured seedling crop images were of high quality, and the seedling height data obtained through algorithm analysis were valid and reliable. …”
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Investigation into fatigue micro-crack identification of steel bridge decks based on acoustic emission detection technology. by Li Jiaqing, Song Fei, Xiao Zidong, Zhu Longji, Chen Lan, Wei Zheliang

“…With increasing traffic loads and extended bridge service life, fatigue damage in steel bridge decks has become a significant concern. …”
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Joint Management of Energy Harvesting, Storage, and Usage for Green Wireless Sensor Networks by Xi Jin, Fanxin Kong, Peng Zeng, Qingxu Deng, Huiting Xu

“…We conduct extensive experiments based on real-life data traces. Results show that the proposed system architecture can harvest more energy compared to the state of the art, and the capacity optimization algorithm can choose the most suitable size for each system component.…”
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MATHEMATICAL-CARTOGRAPHIC MODELING AND CARTOGRAPHY OP DEMOGRAPHIC SITUATION IN THE REGIONS OF EUROPE AND RUSSIA by A. I. Igonin, V. S. Tikunov

“…For these purposes, a multivariate typology algorithm was used for homogeneous territorial units, united into groups (taxa). …”
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Analysis on Land Suitability for Maize and Rapeseed Production Based on Data Mining Method by Zhang Chen, Lin Yan, Zhou Hua

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Analyzing the causes of sports injuries in college sports activities and research on the recovery strategy using an intelligent approach by Zeng Jiao, TaiFu Hou

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Integrating system dynamics and machine learning for environmental impact analysis of building materials in the demolition process by Babatunde Oluwaseun Ajayi, Mayowa Emmanuel Bamisaye, Hugo Miguel Magalhães Macedo, Issara Sereewatthanawut

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Maximum power point tracking control for mechanical rectification wave energy converter by Jianan Xu, Yanpeng Zhao, Yong Zhan, Yansong Yang

“…Finally, simulation analysis verifies the feasibility of the algorithm under different wave conditions.…”
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Oral pain and comorbidities in an edentulous older population: A k-prototypes cluster analysis. by Nontawat Chuinsiri, Natthapol Thinsathid

“…Non-odontogenic oral pain is prevalent among the older people and significantly impacts their quality of life. Non-odontogenic oral pain is usually persistent and accompanied by comorbidities such as psychosocial distress and sleep-related problems, which further complicate pain management. …”
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CT-Scan Method-based Artificial Neural Network for Diagnosis of COVID-19 by Humam Adnan Sameer, Ammar Hussein Mutlag, Sadik Kamel Gharghan

“…This paper aims to use an ANN algorithm based on CT and some laboratory and clinical parameters to determine whether a person is infected with Covid-19 or not. …”
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Proactive Frequency Stability Scheme Based on Bayesian Filters and Spectral Clustering by Gian Paramo, Mario D. Baquedano-Aguilar, Arturo Bretas, Sean Meyn

“…When a disturbance is detected, the state of frequency is predicted a few seconds into the future via a particle filter algorithm. Corrective actions are modeled through a mixed integer linear programming algorithm within system areas established through spectral clustering. …”
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Plasticulture detection at the country scale by combining multispectral and SAR satellite data by Alessandro Fabrizi, Peter Fiener, Thomas Jagdhuber, Kristof Van Oost, Florian Wilken

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A New Efficient Classifier for Bird Classification Based on Transfer Learning by Lesia Mochurad, Stanislav Svystovych

“…It is important for several areas of human life, in particular for nature conservation, environmental research, education, and ecotourism. …”
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Predicting the diversity of photosynthetic light-harvesting using thermodynamics and machine learning. by Callum Gray, Samir Chitnavis, Tamara Buja, Christopher D P Duffy

“…Oxygenic photosynthesis is responsible for nearly all biomass production on Earth, and may have been a prerequisite for establishing a complex biosphere rich in multicellular life. Life on Earth has evolved to perform photosynthesis in a wide range of light environments, but with a common basic architecture of a light-harvesting antenna system coupled to a photochemical reaction centre. …”
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Research on Wireless Positioning Technology Based on Digital FM Broadcasting by Yi Zhang, Zhanxin Yang, Lunhui Deng, Shanshan Li

“…With more and more new mobile devices (such as mobile phones, tablets, and wearable devices) entering people’s daily life, along with the application and development of relevant technologies based on users’ location information, location based service is becoming a basic service demand of people’s life. …”
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Energy-Efficient Cluster Based Routing Protocol in Mobile Ad Hoc Networks Using Network Coding by Srinivas Kanakala, Venugopal Reddy Ananthula, Prashanthi Vempaty

“…Simulation results show that the proposed ECCRP algorithm reduces energy consumption and increases life time of the network.…”
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