NAILS: Normalized Artificial Intelligence Labeling Sensor for Self-Care Health by Livio Tenze, Enrique Canessa

“…The use of normalized RGB values combined with AI-based segmentation for real-time health monitoring is novel and innovative. The NAILS algorithm could be used to self-extract and archive primary signs of diseases in humans, especially in rural areas or when other testing may be not available.…”
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Identifying network state-based Parkinson’s disease subtypes using clustering and support vector machine models by Benedictor Alexander Nguchu, Benedictor Alexander Nguchu, Yifei Han, Yanming Wang, Peter Shaw

“…IntroductionParkinson’s disease (PD) heterogeneity poses challenges to the current development of discovering the best therapeutic targets.MethodsHere, we employ K-means and hierarchical clustering algorithms on data from the Parkinson’s Progression Markers Initiative (PPMI) to identify network-specific patterns that describe PD subtypes using the optimal number of brain features. …”
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Polynomial eigenvalue decomposition for eigenvalues with unmajorised ground truth – Reconstructing analytic dinosaurs by Sebastian J. Schlecht, Stephan Weiss

“…Utilising an inverse partial DFT and a linear assignment algorithm, the proposed EigenBone method retrieves analytic eigenvalues efficiently and accurately. …”
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Combinatorial machine learning approaches for high-rise building cost prediction and their interpretability analysis by Zenghui Liu, Jing Lin

“…Results show that the BP-SVM combination algorithm significantly reduces Mean Absolute Error (MAE) compared to other models. …”
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Benchmarking Variants of the Adam Optimizer for Quantum Machine Learning Applications by Tuan Hai Vu, Vu Trung Duong Le, Hoai Luan Pham, Yasuhiko Nakashima

“…However, to the best of our knowledge, currently there is no related work investigating these optimizers on multiple algorithms, which may lead to the selection of suboptimal optimizers. …”
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Bayesian Inference for Zero-Modified Power Series Regression Models by Katiane S. Conceição, Marinho G. Andrade, Victor Hugo Lachos, Nalini Ravishanker

“…Count data often exhibit discrepancies in the frequencies of zeros, which commonly occur across various application domains. These data may include excess zeros (zero inflation) or, less frequently, a scarcity of zeros (zero deflation). …”
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An enhanced approach for automatic annotation of error codes based on Seq2edit by Jian Wang, Tao Lin, Rongsen Zhao, Huiling Zhao

“…However, the accuracy of the annotation is affected because tokens in the input code from the same statement may be aligned to different statements. This article proposes a Seq2edit annotation method based on the source code’s sentence structure. …”
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Challenges and Opportunities for Applying Meta-Heuristic Methods in Vehicle Routing Problems: A Review by Wayan Firdaus Mahmudy, Agus Wahyu Widodo, Alfabiet Husien Haikal

“…A review of popular meta-heuristic methods is presented, including Simulated Annealing, Genetic Algorithm, Particle Swarm Optimization, and Ant Colony Optimization. …”
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PRICING AT FOOD SERVICE ESTABLISHMENT UNDER THE CONDITIONS OF THE REGION by Scherbakova T.A., Krapiva T.V., Novoselov S.V., Mayurnikova L.A.

“…Basing on the analysis of the methods the algorithm of prices determination for FE products and goods purchased for FE under regional conditions is offered. …”
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Coordination in strictly metric-free swarms: evidence for the existence of biological diversity by Y. N. Jia, Y. Guo, W. L. Zhang

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Financial Market Evaluation Utilizing an Optimized Deep-Learning Model: A Case Study of the Nikkei 225 by Karthikeyan M P

“…As perilous as investment in the stock market may be, there is a possibility of its reaping huge profits in the long term. …”
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Optimization of Reverse Logistics Networks for Hazardous Waste Incorporating Health, Safety, and Environmental Management: Insights from Large Cruise Ship Construction by Huilin Li, Jiaqi Yang, Wei Zhang

“…A three-phase Levy mutation discrete crow search algorithm (DCSA) was developed, introducing the Levy flight strategy to replace random search and enhance the discretization and solution diversity. …”
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Reliability analysis of gear-bearing drive systems considering gear manufacturing and installation errors by Jinzhou Song, Yifan Wang, Lei Hou, Tao Zhang, Minghe Zhang, Zhibin Zhang, Yifan Jiang, Yi Chen, Rongzhou Lin, Yushu Chen

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Chronic thromboembolic pulmonary hypertension after an acute pulmonary embolism: fundamental concepts of diagnosis and review of current treatment options by N. A. Cherepanova, D. V. Duplyakov

“…The role of early diagnosis of CTEPH, which may be important in relation to further outcomes, is emphasized. …”
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A Novel Reactive Power Sharing Control Strategy for Shipboard Microgrids Based on Deep Reinforcement Learning by Wangyang Li, Hong Zhao, Jingwei Zhu, Tiankai Yang

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TB drug susceptibility testing in high fluoroquinolone resistance settings by F. Saluzzo, F. Masood, V. Batignani, F. Di Marco, U. Majeed, A. Ghazal, D.M. Cirillo, S. Tahseen

“…In settings with widespread resistance to fluoroquinolones (FQs), like Pakistan, new technologies, such as Xpert® MTB/XDR, may ensure drug resistance upfront screening. This study aims to assess MTB/XDR's performance in detecting FQs and isoniazid resistance, proposing a renewed diagnostic algorithm for drug-resistant TB (DR-TB). …”
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A Two-Stage Multi-Parameter-Based Sorting Method for Ensuring Consistency Between Parallel-Connected Lithium-Ion Batteries by Hanchi Hong, Xiangxin Chen, Luigi d’Apolito, Yangqi Ye, Shuiwen Shen

“…The direct integration of static and dynamic features may result in data scale discrepancies and redundant information. …”
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Association between the non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) and angina pectoris in US adults: a cross-sectional retrospect... by Ying Cui, Mankyu Choi

“…Random forest analyses and Boruta algorithm corroborated that NHHR is a strong predictor of angina pectoris. …”
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Specificity Analysis of Genome Based on Statistically Identical K-Words With Same Base Combination by Hyein Seo, Yong-Joon Song, Kiho Cho, Dong-Ho Cho

“…Finally, we propose a genetic algorithm-based search algorithm to select a minimum set of ratios useful for classification. …”
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Low power energy balanced clustering routing scheme based on improved SSA and Multi-Hop transmission in IoT by Rui Wang, Xiaoling Guo, Xinghua Sun, Jie Yang

“…Firstly, the sparrow search algorithm is improved by adding adaptive sine function and Cauchy random number to raise the search capability of the discoverer; The standard normal distribution random number is used to enhance the vigilant escape from the limit of local optimal value. …”
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