MLPNN and Ensemble Learning Algorithm for Transmission Line Fault Classification by Tanbir Rahman, Talab Hasan, Arif Ahammad, Imtiaz Ahmed, Nainaiu Rakhaine

“…The power transmission system is modeled using Simulink and the machine learning algorithms. In the IEEE 3-bus system, all of the learning types achieve approximately 99% accuracy in imbalanced and noisy data states, respectively, except CatBoost and decision tree, in the classification of line to line, line to line to line, line to line to ground, line to ground types of faults, and no fault. …”
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Effectiveness of Fetal Medicine Foundation’s Non-Biochemical Risk Calculation Algorithm in Detection of Common Trisomies Screening at 11–13 weeks of Gestation: 12 Years’ Experience in Northern Thailand by Kunanukulwatana C, Tongprasert F, Luewan S, Tongsong T

“…The performance for detecting all common trisomies demonstrated a sensitivity of 52.2%, specificity of 97.2%, PPV of 9.2%, NPV of 99.7%, and a false positive rate 2.8%.Conclusion: The first trimester non-biochemical FMF algorithm is sufficiently effective in predicting common trisomies, particularly trisomy 21. …”
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A Review of Simultaneous Localization and Mapping Algorithms Based on Lidar by Yong Li, Jiexin An, Na He, Yanbo Li, Zhenyu Han, Zishan Chen, Yaping Qu

“…Simultaneous localization and mapping (SLAM) is one of the key technologies for mobile robots to achieve autonomous driving, and the lidar SLAM algorithm is the mainstream research scheme. Firstly, this paper introduces the overall framework of lidar SLAM, elaborates on the functions of front-end scan matching, loop closure detection, back-end optimization, and map building module, and summarizes the algorithms used. …”
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Bridge Crack Segmentation Algorithm Based on Improved U-Net by Yanhao Fang, Jie LYu, Yonghua Xia, Yingke Wang

“…This study’s algorithm was validated for crack segmentation using a custom dataset. …”
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Overview of Deep Learning Algorithms and Optimizers for Brain Tumor Segmentation by Nisha Purohit, Chandi Prasad Bhatt

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An Investigation on Prediction of Infrastructure Asset Defect with CNN and ViT Algorithms by Nam Lethanh, Tu Anh Trinh, Mir Tahmid Hossain

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Digital Staining Algorithm for Multi-Domain Transformation of Unstained Images by Dong-Bum Kim, Jong-Ha Lee

“…The proposed model was trained by incorporating a mask and latent loss within the framework of the StarGAN algorithm. The model’s performance was quantitatively evaluated using a cell detection model trained on the MoNuSeg dataset. …”
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Human activity recognition algorithms for manual material handling activities by Andreas Sochopoulos, Tommaso Poliero, Jamil Ahmad, Darwin G. Caldwell, Christian Di Natali

“…However, there needs to be more research regarding the identification of diverse lifting styles, which requires appropriate datasets and the proper selection of hyperparameters for the employed classification algorithms. This paper offers insight into the effect of sensor placement, number of sensors, time window, classifier complexity, and IMU data types used in the classification of lifting styles. …”
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Path Planning of Intelligent Mobile Robots with an Improved RRT Algorithm by Wenliang Zhu, Guanming Qiu

“…The Rapidly Exploring Random Tree algorithm, renowned for its randomness, asymptotic properties, and local planning capabilities, is extensively employed in autonomous driving for path planning. …”
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Advanced Deep Learning Algorithms for Energy Optimization of Smart Cities by Izabela Rojek, Dariusz Mikołajewski, Krzysztof Galas, Adrianna Piszcz

“…Advanced deep learning algorithms play a key role in optimizing energy usage in smart cities, leveraging massive datasets to increase efficiency and sustainability. …”
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Algorithms weighing lives and freedoms: The case of China’s health code by Ina Virtosu, Chen Li

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Energy aware computer vision algorithm deployment on heterogeneous architectures by Teymoor Ali, Deepayan Bhowmik, Robert Nicol

“…We propose two low-high power heterogeneous systems and a method of partitioning CNNs and a feature extraction algorithm (SIFT) onto the hardware. We benchmark feature detection and image classification algorithms on heterogeneous systems and their discrete accelerator counterparts. …”
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Diagnostic Algorithm for Joint Pain in Patients with Inflammatory Bowel Disorders by A. I. Dolgushina, G. M. Khusainova, O. B. Nesmeyanova, N. V. Kirsh, O. V. Solovieva, E. A. Bogdanova

“…Use of a diagnostic algorithm allowed concomitant rheumatic disease detection in 7 (7.2%) patients from the IBD–joint pain cohort: 2 patients were diagnosed with psoriatic spondyloarthritis, 2 — rheumatoid arthritis, 1 — gout and 2 — with ankylosing spondylitis. …”
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Modified Whale Optimization Algorithm for Multiclass Skin Cancer Classification by Abdul Majid, Masad A. Alrasheedi, Abdulmajeed Atiah Alharbi, Jeza Allohibi, Seung-Won Lee

“…Skin cancer is a major global health concern and one of the deadliest forms of cancer. Early and accurate detection significantly increases the chances of survival. …”
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Multijunction solar cell parameter estimation based on metaheuristic algorithms by Marwa M. Elzalabani, Doaa M. Atia, Aref Y. Eliwa, Belal A. Abou Zalam, Mahmoud S. AbouOmar

“…The study compared the performance of five optimization algorithms: Grey Wolf Optimizer (GWO), Artificial Hummingbird Algorithm (AHA), Tunicate Swarm Algorithm (TSA), War Strategy Algorithm (WSA), and Moth flam optimizer (MFO). …”
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A liquid biopsy algorithm exploiting local exosome heterogeneity by Taekmin Kim, Dayeon Choi, Soonjoung Kwon, Se-Eun Park, Jongki Kim, Yoon-Ho Lee, Seung-Cheol Choi, Se-Hwan Paek

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Mathematical Formalization and Algorithmization of the Main Modules of Organizational and Technical Systems by A. A. Solodov

“…As an example, a nontrivial problem of optimal detection of Poisson signal against a background of Poisson noise is considered; graphs of the potential noise immunity of this algorithm are calculated and presented. …”
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Alpha-Fetoprotein Detection of Hepatocellular Carcinoma Leads to a Standardized Analysis of Dynamic AFP to Improve Screening Based Detection. by Thomas G Bird, Polyxeni Dimitropoulou, Rebecca M Turner, Sara J Jenks, Pearce Cusack, Shiying Hey, Andrew Blunsum, Sarah Kelly, Catharine Sturgeon, Peter C Hayes, Sheila M Bird

“…Detection of hepatocellular carcinoma (HCC) through screening can improve outcomes. …”
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Algorithm of 3D Face Location Using Geodesic Distance by LIN Xuan-ji, LIN Ke-zheng, SUN Yi-di, WEI Ying

“…Finally，and mark the face region to be detected in the resulting image. The algorithm makes the experiment on FＲGC face database and BU-3DFE face database，uses the depth information positioning method and spiders feature point positioning methods for comparing. …”
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Identification of Grass Weed Species Using YOLO5 Algorithm by Charlene Grace Rabulan, John Alfred Gascon, Noel Linsangan

“…By successfully training the YOLOv5 algorithm on four different types of grass weeds, the system achieved an overall accuracy rate of 95.31% in detecting and identifying the target objects. …”
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