Regular factors in regular graphs
The author shows that a \(k\)-regular \((k-1)\)-edge-connected graph with an even number of vertices has an \(m\)-factor not containing \(k-m\) arbitrarily prescribed edges whenever \(1\leq m\leq k-1\). This was known only for \(m=1\) or \(k-1\). Also the sharpness of this result and some corollaries are given.
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Collaborative clustering is an ensemble technique that enhances clustering performance by simultaneously and synergistically processing multiple data dimensions or tasks.
Jing Han, Linzhang Lu
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D-bounded Distance-regular Graphs
Let \(\Gamma\) be a distance-regular graph of diameter \(D\geq 3\). The paper gives all basic facts from the literature and all necessary notions, e.g. the notion of weak-geodetically closed subgraph of \(\Gamma\), the notion of \(D\)-bounded graph, etc. Let \(P(\Gamma)\) denote the poset the elements of which are the weak-geodetically closed subgraphs
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Biology-Informed Matrix Factorization: An AI-Driven Framework for Enhanced Drug Repositioning
Advances in artificial intelligence (AI) and intelligent computing have significantly accelerated drug discovery by enabling accurate modeling of complex biomedical relationships. Among these efforts, drug repositioning—identifying novel therapeutic uses
Yangyang Wang +3 more
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Sparse Graph Regularization Non-Negative Matrix Factorization Based on Huber Loss Model for Cancer Data Analysis. [PDF]
Wang CY, Liu JX, Yu N, Zheng CH.
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A Semi-Supervised Method for Multimodal Classification of Consumer Videos
In large databases, lack of labeled training data leads to major difficulties in classification process. Semi-supervised algorithms are employed to suppress this problem. Video databases are the epitome for such a scenario.
Mahmood Karimian +2 more
doaj
Identifying retinopathy in optical coherence tomography images with less labeled data via contrastive graph regularization. [PDF]
Hu S, Tang H, Luo Y.
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A Dimensionality Reduction Approach for Motor Imagery Brain-Computer Interface Using Functional Clustering and Graph Signal Processing. [PDF]
Khalili MD +2 more
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Drug screening for α-synuclein aggregation inhibitors via multimodal graph neural network. [PDF]
Gu T +6 more
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Simultaneous Numerical Determination of Two Time-dependent Coefficients in Second Order Parabolic Equation With Nonlocal Initial and Boundary Conditions. [PDF]
A J Al-Shatrah M, Sabah Hussein M.
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