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Challenges and Prospects of Deploying AI and Machine Learning for Clinical Diagnosis in African Healthcare
Published 2025-01-01“…This stems from the inherent nature of the data used to develop these technologies, primarily sourced from healthcare experiences in designing nations, coupled with the pervasive algorithmic biases prevalent in contemporary ML systems. …”
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11363
Fraud Detection in Cryptocurrency Networks—An Exploration Using Anomaly Detection and Heterogeneous Graph Transformers
Published 2025-01-01“…On the one hand, anomaly detection algorithms were applied to determine whether fraudulent activities tend to show anomalous behaviour without resorting to manually obtained labels. …”
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11364
Predicting Pulsars from Imbalanced Dataset with Hybrid Resampling Approach
Published 2021-01-01“…Experiments are performed with imbalanced and balanced datasets using well-known machine learning algorithms. Results demonstrate that the proposed hybrid resampling approach proves highly influential to avoid model overfitting and increase the prediction accuracy. …”
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11365
Event-Based Consensus for General Linear Multiagent Systems under Switching Topologies
Published 2020-01-01“…Obviously, compared with the continuous time control algorithms, the event-triggered control strategies can reduce the communication frequency among agents effectively. …”
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11366
High-Precision Target Detection of Remote Sensing Image Based on Feature Enhancement with 6G Technology
Published 2022-01-01“…Military and civilian use: at present, many advanced object detection algorithms have achieved success in natural imaging, but their development is limited by two factors: large variation in object size and low detection accuracy, the scale, rotation direction, and distribution density of remote sensing images. …”
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11367
Solving Integral Equations by Means of Fixed Point Theory
Published 2022-01-01“…Its iterative procedures are applicable to a great variety of contexts in which other algorithms fail. In this paper, we study a very general class of integral equations by means of a novel family of contractions in the setting of metric spaces. …”
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11368
Convergence and Quantum Advantage of Trotterized MERA for Strongly-Correlated Systems
Published 2025-02-01“…Here, we determine the scaling of computation costs for various critical spin chains which substantiates a polynomial quantum advantage in comparison to classical MERA simulations based on exact energy gradients or variational Monte Carlo. Algorithmic phase diagrams suggest an even greater separation for higher-dimensional systems. …”
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11369
Enhancing fingerprint identification using Fuzzy-ANN minutiae matching
Published 2025-02-01“…Utilizing a combination of minutiae-based matching and neural network algorithms, the system is designed to overcome the limitations of traditional methods, which often fail under less-than-ideal conditions. …”
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11370
Computational thinking on concept pattern number: A study learning style Kolb
Published 2024-02-01“…Computational thinking students with an assimilator learning style in solving mathematical problems of number patterns can solve issues by involving decomposition, pattern identification, abstraction and generalization, and algorithms. They can generalize patterns using accurate, thorough, complete, and systematic problem-solving strategies.…”
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11371
The Political Economy of the Gifts on Tiktok
Published 2025-02-01“…It is a multifaceted object of study, allowing research on various topics such as security and surveillance, algorithms and addiction, and communication and online interactions. …”
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11372
On Facial Expression Recognition Benchmarks
Published 2021-01-01“…This study, as a result, aims to review selected published works in the domain of study and conduct valuable analysis to determine the most common and useful algorithms employed in the study. We selected published works from 2010 to 2021 and extracted, analyzed, and summarized the findings based on the most used techniques in feature extraction, feature selection, validation, databases, and classification. …”
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11373
On Vibration Joint Time-Frequency Investigations of CNC Milling Machines for Tool Trajectory Task Conformity Estimation
Published 2018-01-01“…It was used short time fast Fourier transform (STFFT) and Hough transform (HT) algorithms, along with stochastic evaluation of signal parameters, within time and frequency domains. …”
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11374
Hyperbolic Metric Spaces and Stochastic Embeddings
Published 2025-01-01“…Stochastic embeddings of finite metric spaces into graph-theoretic trees have proven to be a vital tool for constructing approximation algorithms in theoretical computer science. In the present work, we build out some of the basic theory of stochastic embeddings in the infinite setting with an aim toward applications to Lipschitz free space theory. …”
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11375
Experimental Study to Determine the Failure Criteria of Concrete at Its Early-Age
Published 2015-01-01“…The delay of theoretical advancement in this field resulted into a mismatch between the rough theories and the advanced algorithms, which were adopted for the estimation and analysis of early-age concrete structures. …”
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11376
Machine learning for predicting earthquake magnitudes in the Central Himalaya
Published 2025-01-01“…The findings illustrate that RFR is achieving better performance than the other two algorithms, as the predicted magnitudes are close to the actual magnitudes. …”
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11377
A Novel Approach to Word Sense Disambiguation Based on Topical and Semantic Association
Published 2013-01-01“…Although WSD has been researched over the years, the performance of existing algorithms in terms of accuracy and recall is still unsatisfactory. …”
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11378
Comparative evaluation between Java application using JNI and native C/C++ application running on an Android platform.
Published 2025-01-01“…This article evaluated the performance difference between Java applications using JNI with the NDK and native C/C++ applications, focusing on algorithms widely used in various areas such as automation, networking, telecom, cybersecurity, etc. …”
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11379
IoT SOLUTION FOR LEVEL MEASUREMENT IN THE OIL AND GAS INDUSTRY
Published 2024-12-01“…The intelligent modules of the system process, based on software algorithms, the data from the sensors and communicate them to other microprocessor subsystems for conversions, storage and presentation of the results. …”
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11380
Document Verification System Using Image Processing: A Case Study of Kabale Municipality.
Published 2024“…The system is developed using state-of-the-art image processing algorithms, such as Optical Character Recognition (OCR), to extract text from scanned documents. …”
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