An Improved Northern Goshawk Optimization Algorithm for Mural Image Segmentation by Jianfeng Wang, Zuowen Bao, Hao Dong

“…To alleviate the aforementioned issues, this paper proposes a mural image segmentation algorithm based on OPBNGO by integrating the Northern Goshawk Optimization (NGO) algorithm with the off-center learning strategy, partitioned learning strategy, and Bernstein-weighted learning strategy. …”
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Interior design assistant algorithm based on indoor scene analysis by Lu Zhang

“…The FIoU value of the unsupervised image cooperative segmentation algorithm reached 66.20, which is superior to the existing algorithms and can better match the real indoor scene. …”
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Dynamic path planning using a modified genetic algorithm by Awang Hendrianto Pratomo, Oyas Wahyunggoro, Hendri Himawan Triharminto

“…Genetic algorithm (GA) is well-known algorithm to find a feasible path planning which can be defined as global optimum problem. …”
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Application of the Random Forest Algorithm for Accurate Bipolar Disorder Classification by Miguel Suárez, Ana M. Torres, Pilar Blasco-Segura, Jorge Mateo

“…This study explores the use of the Random Forest (RF) algorithm as a machine learning approach to classify patients with BD and healthy controls based on electroencephalogram (EEG) data. …”
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Specifics of the Algorithmic Prescriptions in the Learning Process of the Gymnastics Exercises’ Techniques by Victor BUFTEA

“…The programmed actions of the algorithmic type are used procedurally, providing conditioning and mutual influences in approaching the subject of study, determining, at the same time, their integrative aspect. …”
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Chronic Kidney Disease Prediction Based On Machine Learning Algorithms by Kethineni Likitha., Nithinchandra, Kumar Narendra, Sk Sajida Sultana.

“…This paper analyses the suitability of several machine learning algorithms for CKD prediction in consideration of health-related parameters like age, blood pressure, and blood glucose levels. …”
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Decision-Time Learning and Planning Integrated Control for the Mild Hyperbaric Chamber by Nan Zhang, Qijing Lin, Zhuangde Jiang

“…Furthermore, a decision-time planning algorithm is developed and the planning process is further guided by incorporating a value network and an enhanced online policy. …”
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Design an intelligent model for suppliers productivity evaluation in sustainable supply chain by Majid Yarahmadi, Saeedeh Sakiniya

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Shape Optimization of Rubber Bushing Using Differential Evolution Algorithm by Necmettin Kaya

“…A differential evolution algorithm based approach is developed to optimize the rubber bushing through integrating a finite element code running in batch mode to compute the objective function values for each generation. …”
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Detection of Welding Defects Using the YOLOv8-ELA Algorithm by Yunxia Chen, Yangkai He, Lei Wu

“…To address the issue of the low precision in detecting defects in aluminum alloy weld seam digital radiography (DR) images using the current target detection algorithms, a modified algorithm named YOLOv8-ELA based on YOLOv8 is proposed. …”
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Pseudo-Target Optimization Strategy Based on Policy Iteration Algorithm by Yiming Meng, Daichen Liu, Ziyuan Wang

“…The maximum difference in the number of inflection points corresponding to different n values is nine. With the efficiency inversely proportional to the inflection point, this enables a balance between the steering characteristics of autonomous robots and the convergence speed of the algorithm in practical applications.…”
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Quasiparticle Cooling Algorithms for Quantum Many-Body State Preparation by Jerome Lloyd, Alexios A. Michailidis, Xiao Mi, Vadim Smelyanskiy, Dmitry A. Abanin

“…The effects of noise, which limits efficiency of variational quantum algorithms in near-term quantum processors, are investigated through the lens of the kinetic theory: we show how the steady-state quasiparticle populations depend on the noise rate, and we establish maximum noise values for achieving high-fidelity ground states. …”
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Optimizing Models and Data Denoising Algorithms for Power Load Forecasting by Yanxia Li, Ilyosbek Numonov Rakhimjon Ugli, Yuldashev Izzatillo Hakimjon Ugli, Taeo Lee, Tae-Kook Kim

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ICBoost: An XGBoost-Based Unbiased Transformed Algorithm for Survival Regression by Jingyi Zhang, Shishun Zhao, Yang Xu, Tao Hu

“…Therefore, we present ICBoost, a novel survival algorithm that integrates regression trees and ensemble methods specifically designed for interval-censored data. …”
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A Brand-New Algorithm for Mapping Algal Biomass in Lakes by Zhengyang Yu, Ronghua Ma, Minqi Hu, Kun Xue, Zhigang Cao, Junfeng Xiong

“…It can be summarized in step 1: inversion of surface chlorophyll a (Chla), step 2: inversion of diffuse attenuation coefficient of the photosynthetic active radiation [Kd(PAR)], and step 3: estimation of algal biomass with a pretrained generalized additive model. The proposed algorithm outperforms the result-oriented and process-oriented methods in terms of accuracy in 3 lakes (the root mean square error [RMSE] values for datasets of Lake Hongze, Lake Taihu, and Lake Chaohu were 5.09, 8.21, and 3.90 mg/m2, respectively). …”
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A Novel Scheme for Improving Accuracy of KNN Classification Algorithm Based on the New Weighting Technique and Stepwise Feature Selection by Saeid Sheikhi, Mohammad Taghi Kheirabadi, Amin Bazzazi

“…K nearest neighbor algorithm is one of the most frequently used techniques in data mining for its integrity and performance. …”
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Fracture processes numerical modeling of elastic-brittle bodies with statistically distributed subregions strength values by E.V. Feklistova, A.I. Mugatarov, V.E. Wildemann, A.A. Agishev

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A New Approach for Determination of Seed Distribution Area in Vertical Plane by Alper Gülbe, Sefa Altıkat

“…For this purpose, the different calculation methods of seed distribution area namely, standard deviational ellipse, voronoi polygons with delaunay triangulation, integral method, and developed one, the concave hull algorithm was considered and compared in this study. …”
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Classification algorithm of loin swarm optimization kernel extreme learning machine by Liu Xinjian, Sun Zhonghua

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Fractional-order boundary value problems solutions using advanced numerical technique by Asmat Batool, Imran Talib, Muhammad Bilal Riaz

“…These operational matrices enable us to integrate monomial terms into the algorithm, effectively converting the problem into easily solvable Sylvester-type equations. …”
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