Results 21 to 30 of about 2,087,550 (284)

Movement Path Data Generation from Wi-Fi Fingerprints for Recurrent Neural Networks

open access: yesSensors, 2021
The recurrent neural network (RNN) model, which is a deep-learning network that can memorize past information, is used in this paper to memorize continuous movements in indoor positioning to reduce positioning error.
Hong-Gi Shin   +2 more
doaj   +1 more source

Quantum Speedup Based on Classical Decision Trees [PDF]

open access: yesQuantum, 2020
Lin and Lin \cite{LL16} have recently shown how starting with a classical query algorithm (decision tree) for a function, we may find upper bounds on its quantum query complexity. More precisely, they have shown that given a decision tree for a function $
Salman Beigi, Leila Taghavi
doaj   +1 more source

Analysing Big Social Graphs Using a List-based Graph Folding Algorithm [PDF]

open access: yesITM Web of Conferences, 2019
In this paper, we explore the ways to represent big social graphs using adjacency lists and edge lists. Furthermore, we describe a list-based algorithm for graph folding that makes possible to analyze conditionally infinite social graphs on resource ...
Muntyan Eugenia   +2 more
doaj   +1 more source

Node Importance Identification for Temporal Networks Based on Optimized Supra-Adjacency Matrix

open access: yesEntropy, 2022
The research on node importance identification for temporal networks has attracted much attention. In this work, combined with the multi-layer coupled network analysis method, an optimized supra-adjacency matrix (OSAM) modeling method was proposed.
Rui Liu   +4 more
doaj   +1 more source

TriangleConv: A Deep Point Convolutional Network for Recognizing Building Shapes in Map Space

open access: yesISPRS International Journal of Geo-Information, 2021
The classification and recognition of the shapes of buildings in map space play an important role in spatial cognition, cartographic generalization, and map updating.
Chun Liu   +5 more
doaj   +1 more source

Triangle Counting with Local Edge Differential Privacy [PDF]

open access: yesInternational Colloquium on Automata, Languages and Programming, 2023
Many deployments of differential privacy in industry are in the local model, where each party releases its private information via a differentially private randomizer. We study triangle counting in the noninteractive and interactive local model with edge
T. Eden   +3 more
semanticscholar   +1 more source

Evaluating the Systemic Importance of China’s Banks via Adjacency Information Entropy

open access: yesDiscrete Dynamics in Nature and Society, 2022
Information entropy can be utilized to assess the complexity of the Banking System and the uncertainty of association information between banks. Based on information entropy and the balance sheet data of 167 banks from 2011 to 2020, we proposed a ...
Junzhi Zhang, Lei Chen
doaj   +1 more source

Spectral Graph Embedding for Dimension Reduction in Financial Risk Assessment [PDF]

open access: yesMathematics and Modeling in Finance, 2021
The economic downturn in recent years has had a significant negative impact on corporates performance. In the last two years, as in the last years of 2010s, many companies have been influenced by the economic conditions and some have gone bankrupt.
Hossein Teimoori Faal, Meyssam Bagheri
doaj   +1 more source

Flat bands of periodic graphs [PDF]

open access: yesJournal of Mathematics and Physics, 2023
We study flat bands of periodic graphs in a Euclidean space. These are infinitely degenerate eigenvalues of the corresponding adjacency matrix, with eigenvectors of compact support.
Mostafa Sabri, Pierre Youssef
semanticscholar   +1 more source

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