Výsledky vyhľadávania - "Analysis of algorithms"

Mandatory Critical Points of 2D Uncertain Scalar Fields Autor Günther, David, Salmon, Joseph, Tierny, Julien

“…This paper introduces a novel, non‐local characterization of critical points and their global relation in 2D uncertain scalar fields. The characterization is…”
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Analysis of Algorithms for Detection of Pedaling Intention in Brain-Machine Interfaces Autor M. Ortiz, M. Rodríguez-Ugarte, E. Iáñez, J.M. Azorín

“… This work studies if algorithms, such as Stockwell or Hilbert-Huang transform, can improve the control of these devices, and if a personalization by subject or electrode configuration is desirable…”
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Optimizing type 2 diabetes management: AI-enhanced time series analysis of continuous glucose monitoring data for personalized dietary intervention Autor Anjum, Madiha, Saher, Raazia, Saeed, Muhammad Noman

“…Despite advanced health facilities in many developed countries, diabetic patients face multifold health challenges. Type 2 diabetes mellitus (T2DM) go along…”
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GAT TransPruning: progressive channel pruning strategy combining graph attention network and transformer Autor Lin, Yu-Chen, Wang, Chia-Hung, Lin, Yu-Cheng

“…Recently, large-scale artificial intelligence models with billions of parameters have achieved good results in experiments, but their practical deployment on edge computing platforms is often subject…”
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Learning label smoothing for text classification Autor Ren, Han, Zhao, Yajie, Zhang, Yong, Sun, Wei

“…Training with soft labels instead of hard labels can effectively improve the robustness and generalization of deep learning models. Label smoothing often…”
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NP-hardness of deciding convexity of quartic polynomials and related problems Autor Ahmadi, Amir Ali, Olshevsky, Alex, Parrilo, Pablo A., Tsitsiklis, John N.

“…We show that unless P = NP, there exists no polynomial time (or even pseudo-polynomial time) algorithm that can decide whether a multivariate polynomial of…”
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COMPARATIVE ANALYSIS OF ALGORITHMS FOR DETECTING OF UNKNOWN SIGNALS WITH A GIVEN SET OF QUALITY INDICATORS Autor Валерий Михайлович Безрук, Станислав Андреевич Иваненко

“…The subject of this article is the problem of detecting unknown signals in conditions of high a priori uncertainty, which can occur during the determination of unoccupied frequency channels in cognitive networks…”
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Planar Minimization Diagrams via Subdivision with Applications to Anisotropic Voronoi Diagrams Autor Bennett, H., Papadopoulou, E., Yap, C.

“…Let X = {f1, …, fn} be a set of scalar functions of the form fi : ℝ2 → ℝ which satisfy some natural properties. We describe a subdivision algorithm for…”
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Fast and Robust Approximation of Smallest Enclosing Balls in Arbitrary Dimensions Autor Larsson, Thomas, Källberg, Linus

“…In this paper, an algorithm is introduced that computes an arbitrarily fine approximation of the smallest enclosing ball of a point set in any dimension. This…”
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Enhanced congestion prediction of traffic flow using a hybrid attention-based deep learning model Autor Aburasain, Rua Yahya

“…Traffic congestion has become a critical issue worldwide, significantly impacting the quality of life and causing economic losses in urban areas. To address…”
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The Traveling Salesman Problem: A Computational Study Autor Applegate, David L, Bixby, Robert E, Chvátal, Vašek, Cook, William J

“…This book presents the latest findings on one of the most intensely investigated subjects in computational mathematics--the traveling salesman problem…”
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Ten quick tips for improving estimated time of arrival predictions using machine learning in logistics and transportation systems Autor Wani, Aasim Ayaz

“…Accurate estimated time of arrival (ETA) predictions are critical for modern logistics, influencing delivery reliability, operational efficiency, and customer…”
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Research on marine flexible biological target detection based on improved YOLOv8 algorithm Autor Tian, Yu, Liu, Yanwen, Lin, Baohang, Li, Peng

“… marine flexible biological targets. Initially, we compiled a dataset comprising marine flexible biological subjects and developed a Contrast Limited Adaptive Histogram Equalization (CLAHE…”
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Categorization of Alzheimer’s disease stages using deep learning approaches with McNemar’s test Autor Şener, Begüm, Acici, Koray, Sümer, Emre

“… Additionally, early detection can reduce treatment costs associated with the disease. A study has been carried out on this subject to have the great importance of detecting…”
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A laboratory experiment on using different financial-incentivization schemes in software-engineering experimentation Autor Bershadskyy, Dmitri, Krüger, Jacob, Calıklı, Gül, Otto, Siegmar, Zabel, Sarah, Greif, Jannik, Heyer, Robert

“…In software-engineering research, many empirical studies are conducted with open-source or industry developers. However, in contrast to other research…”
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Rewriting modulo symmetric monoidal structure Autor Bonchi, Filippo, Gadducci, Fabio, Kissinger, Aleks, Sobociński, Paweł, Zanasi, Fabio

“… between diagram rewriting modulo the laws of SMCs on the one hand and double pushout (DPO) rewriting of hypergraphs, subject to a soundness condition called convexity, on the other…”
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SpecPart: A Supervised Spectral Framework for Hypergraph Partitioning Solution Improvement Autor Bustany, Ismail, Kahng, Andrew B., Koutis, Ioannis, Pramanik, Bodhisatta, Wang, Zhiang

“… Multilevel partitioners are subject to two limitations: (i) Hypergraph coarsening processes rely on local neighborhood structure without fully considering the global structure of the hypergraph. (ii…”
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Submodularity of Distributed Join Computation Autor Li, Rundong, Riedewald, Mirek, Deng, Xinyan

“… We show that minimizing load variance subject to a constraint on expectation is a monotone submodular maximization problem with Knapsack constraints, hence admitting provably near-optimal greedy solutions…”
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Dipper throated optimization with deep convolutional neural network-based crop classification for remote sensing image analysis Autor Alotaibi, Youseef, Rajendran, Brindha, Rani K., Geetha, Rajendran, Surendran

“…With the rapid advancement of remote sensing technology is that the need for efficient and accurate crop classification methods has become increasingly…”
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Physicochemical properties-based hybrid machine learning technique for the prediction of SARS-CoV-2 T-cell epitopes as vaccine targets Autor Bukhari, Syed Nisar Hussain, Elshiekh, E., Abbas, Mohamed

“…Majority of the existing SARS-CoV-2 vaccines work by presenting the whole pathogen in the attenuated form to immune system to invoke an immune response. On the…”
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