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AI Under Attack: Metric-Driven Analysis of Cybersecurity Threats in Deep Learning Models for Healthcare Applications
Published 2025-03-01“…Incorporating Artificial Intelligence (AI) in healthcare has transformed disease diagnosis and treatment by offering unprecedented benefits. However, it has also revealed critical cybersecurity vulnerabilities in Deep Learning (DL) models, which raise significant risks to patient safety and their trust in AI-driven applications. …”
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3643
A Survey of Visual SLAM Based on RGB-D Images Using Deep Learning and Comparative Study for VOE
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3644
Data Compression with a Time Limit
Published 2025-03-01“…In this paper, we explore a framework to identify an optimal choice of compression algorithms that enables the best allocation of computing resources in a large-scale data storage environment: our goal is to maximize the efficiency of data compression given a time limit that must be observed by the compression process. …”
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Means and Issues for Adjusting Principal Component Analysis Results
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3647
Simple Rules of a Discrete Stochastic Process Leading to Catalan-like Recurrences
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3648
Incremental Delayed Subgradient Method for Decentralized Nonsmooth Convex–Concave Minimax Optimization
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3649
Substring Counting with Insertions
Published 2025-06-01“…We also provide a self-contained implementation of the algorithm in C++ and experimentally verify its behavior, chiefly to demonstrate that its running time is linear in the lengths of all three input strings.…”
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3650
The Computability of the Channel Reliability Function and Related Bounds
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3651
Fair and Transparent Student Admission Prediction Using Machine Learning Models
Published 2024-12-01“…We employ a diverse set of algorithms, including Logistic Regression, Decision Trees, and ensemble methods, to forecast admission outcomes based on academic, demographic, and extracurricular features. …”
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3652
Beyond Kanban: POLCA-Constrained Scheduling for Job Shops
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3653
WIRE: A Weighted Item Removal Method for Unsupervised Rank Aggregation
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Navigating Stakeholders Perspectives on Artificial Intelligence in Higher Education
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3657
Stationary Markov Equilibrium Strategies in Asynchronous Stochastic Games: Existence and Computation
Published 2024-11-01“…Using these results, we derive an algorithm to compute the equilibrium strategies. We test the algorithm in three experiments. …”
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3658
Indetermsoft-Set-Based D* Extra Lite Framework for Resource Provisioning in Cloud Computing
Published 2024-10-01“…The expected value analysis also validated the experimental results obtained.…”
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3659
Nonlinear Optimization and Adaptive Heuristics for Solving Irregular Object Packing Problems
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Optimizing Apache Spark MLlib: Predictive Performance of Large-Scale Models for Big Data Analytics
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