Random Spanning Trees and the Prediction of Weighted Graphs
, 2010 We investigate the problem of sequentially predicting the binary labels on the nodes of an arbitrary weighted graph. We show that, under a suitable parametrization of the problem, the optimal number of prediction mistakes can be characterized (up to logarithmic factors) by the cutsize of a random spanning tree of the graph.
Cesa Bianchi, N. +3 more
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Fibers of Failure: Classifying Errors in Predictive Processes
Algorithms, 2020 Predictive models are used in many different fields of science and engineering and are always prone to make faulty predictions. These faulty predictions can be more or less malignant depending on the model application. We describe fibers of failure (FiFa)
Leo S. Carlsson +3 more
doaj +1 more source
Multi-Step Span Loss Prediction in Optical Networks Using Multi-Head Attention Transformers
IEEE Photonics JournalSpan Loss is a pivotal characteristic of optical networks, and its accurate prediction enables adjustment for optimal performance and proactive monitoring.
Maryam Hedayatnejad +5 more
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The Reduction Factor of Pultrude Glass Fibre-Reinforced Polyester Composite Cross-Arm: A Comparative Study on Mathematical Modelling for Life-Span Prediction. [PDF]
Materials (Basel), 2023 Abu Bakar MS +8 more
europepmc +1 more source
The DTN Routing Algorithm Based on Markov Meeting Time Span Prediction Model
International Journal of Distributed Sensor Networks, 2013 Putting forward an efficient routing algorithm in DTN (delay tolerant network) has become a focus of attention due to the existing phenomena that the connections between nodes in the network change dramatically over time and the communications suffer ...
En Wang +3 more
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Application of Neural Networks in Petroleum Reservoir Lithology and Saturation Prediction¸
Geologia Croatica, 2009 The Kloštar oil field is situated in the northern part of the Sava Depression within the Croatian part of the Pannonian Basin. The major petroleum reserves are confi ned to Miocene sandstones that comprise two production units: the Lower Pontian I
Marko Cvetković +2 more
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Medicina, 2011 <h4>RESUMEN</h4><p><span>Introducción</span>: La predicción de coledocolitiasis en pacientes con colelitiasis continúa siendo debatible.
Luis Carlos Domínguez +5 more
doaj
Fatigue Life Prediction of Submarine Pipelines with Varying Span Length and Position
Journal of Marine Science and EngineeringFree spans of submarine pipelines are prone to be subjected to vortex-induced vibration (VIV) under the action of currents, leading to fatigue damage of submarine pipelines.
Daoyu Jiang +4 more
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Prediction of Drift Trajectory in the Ocean Using Double-Branch Adaptive Span Attention
Journal of Marine Science and EngineeringThe accurate prediction of drift trajectories holds paramount significance for disaster response and navigational safety. The future positions of underwater drifters in the ocean are closely related to their historical drift patterns.
Chenghao Zhang +3 more
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Towards predicting dynamic reliability of bridge spans
Vestnik Tomskogo gosudarstvennogo arkhitekturno-stroitel'nogo universiteta. JOURNAL of Construction and Architecture, 2022 V. M. Kartopoltsev +2 more
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