Applications of Machine Learning Algorithms in Geriatrics by Adrian Stancu, Cosmina-Mihaela Rosca, Emilian Marian Iovanovici

“…This paper presents a systematic review of the scientific literature published between 1 January 2020 and 31 May 2025. …”
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On routing algorithms in the internet of vehicles: a survey by Arundhati Sahoo, Asis Kumar Tripathy

“…To systematically categorise these protocols, we employ a multi-tiered taxonomy. …”
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Multifactor Algorithm for Test Case Selection and Ordering by Atulya Gupta, Rajendra Prasad Mahapatra

“…Nevertheless, those studies were deprived of systematic procedures to manage tied test cases issue. …”
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Algorithmic Integration of Budgets into Strategic  Enterprise Management by B. E. Odintsov

“…The organic interaction of these control types will allow management to implement model developments systematically and consistently in the enterprise. Embedding monthly budgets in strategic management involves the creation of intellectual information system, the core of which would be the hierarchical knowledge base that provides algorithmic communication between the strategy and budget. …”
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Noise-Suppressing Newton Algorithm for Kinematic Control of Robots by Xiuchun Xiao, Lin Wei, Dongyang Fu, Jingwen Yan, Huan Wang

“…Specifically, the distinguishing feature of the proposed DTNSN algorithm is that it can rigorously converge with inherent tolerance to noises induced by communication jamming and computational systematical errors. …”
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HEREDITARY CONNECTIVE TISSUE DISORDERS: NOMENCLATURE AND DIAGNOSTIC ALGORITHM by A. V. Klemenov

“…Efforts to systematize individual clinical types of NCTD and to formulate their diagnostic criteria are set forth in the All-Russian Research Society Expert Committee national guidelines approved in 2009 and revised in 2012. …”
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A Comparison of Metaheuristic Algorithms for Structural Optimization: Performance and Efficiency Analysis by Saeedeh Ghaemifard, Amin Ghannadiasl

“…Within the approximate category, meta-heuristic methods are prominent. These algorithms employ systematic principles to avoid local optima or prevent their occurrence altogether. …”
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Machine learning algorithms to predict the tensile strength of novel composite materials by S. Sathees Kumar, P. Shyamala, Pravat Ranjan Pati

“…Unlike prior works, this approach systematically removes weakly correlated features to enhance both accuracy and interpretability. …”
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A Review on Automated Detection and Identification Algorithms for Highway Pavement Distress by Zhenglong Lv, Zhexin Hao, Yuhan Zhu, Cong Lu

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Comparing variable neighbourhood search algorithms for the direct aperture optimisation in radiotherapy by Mauricio Moyano, Keiny Meza-Vasquez, Gonzalo Tello-Valenzuela, Nicolle Ojeda-Ortega, Carolina Lagos, Guillermo Cabrera-Guerrero

“…The VND algorithm is a deterministic variant of VNS that systematically explores different neighbourhood structures. …”
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ACOFuzz: An ant colony algorithm-based fuzzer for smart contracts by Peixuan Feng, Wenrui Cao, Siqi Lu, Yongjuan Wang, Haoyuan Xue, Runnan Yang

“…ACOFuzz employs the ant colony optimization (ACO) algorithm to traverse the control flow graph (CFG) of smart contracts, systematically exploring execution paths and generating test cases. …”
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Systematic Initialization Approaches for Portfolio Optimization Problems by Mehmet Altinoz, O. Tolga Altinoz

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Machine learning for Parkinson’s disease: a comprehensive review of datasets, algorithms, and challenges by Sahar Shokrpour, AmirMehdi MoghadamFarid, Sepideh Bazzaz Abkenar, Mostafa Haghi Kashani, Mohammad Akbari, Mostafa Sarvizadeh

“…Our SLR identifies the datasets and ML algorithms used for PD diagnosis, as well as their merits, limitations, and evaluation factors. …”
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Recurrent neural network based turbo decoding algorithms for different code rates by Shridhar B. Devamane, Rajeshwari L. Itagi

“…Turbo codes conventionally use BCJR algorithm for decoding. In this paper, performances of neural Turbo decoder and deep learning-based Turbo decoder are examined. …”
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Exponential H∞ Synchronization of Chaotic Cryptosystems Using an Improved Genetic Algorithm by Feng-Hsiag Hsiao

“…This paper presents a systematic design methodology for neural-network- (NN-) based secure communications in multiple time-delay chaotic (MTDC) systems with optimal H∞ performance and cryptography. …”
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A High-Quality Underwater Acoustic Dataset for Algorithm Development and Analysis by Victor Lobo, Nuno Pessanha Santos, Ricardo Moura

“…This dataset uses a systematic approach to demonstrate the diversity and accuracy needed for effective algorithm development.…”
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Exploring unsupervised feature extraction algorithms: tackling high dimensionality in small datasets by Hongqi Niu, Gabrielle B. McCallum, Anne B. Chang, Khalid Khan, Sami Azam

“…After classifying these algorithms using these taxonomies, we thoroughly and systematically reviewed each algorithm from the perspective of their working mechanisms, providing a detailed algorithmic explanation for each UFEA. …”
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Algorithm for Internal State Financial Control by the Treasury of Russia: Problems and Solutions by N. N. Simko

“…Scientific novelty is in systematizing problems of financial control and finding new solutions. …”
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Integrating AIoT Technologies in Aquaculture: A Systematic Review by Fahmida Wazed Tina, Nasrin Afsarimanesh, Anindya Nag, Md Eshrat E. Alahi

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MONITORING AND CONTROL ALGORITHMS FOR PRODUCT POSITIONING STRATEGY: INSIGHTS FROM BULGARIA’S BANKING SECTOR by Tzvetelina Borisova

“…The developed monitoring and control system (MCS) algorithm represents a decision-support tool for marketing managers in commercial banking, structured around the following components: (1) identification of key markers for evaluating and selecting appropriate product positioning strategies; (2) determination of reference values for these markers to facilitate systematic diagnosis of the implemented strategies’ effects; and (3) a methodology for corrective action contingent on observed deviations from the intended product positioning strategy …”
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