Results 41 to 50 of about 65,665 (164)
On a Probabilistic Combination of Prediction Sources [PDF]
, 2008 Recommender Systems (RS) are applications that provide personalized advice to users about products or services they might be interested in. To improve recommendation quality, many hybridization techniques have been proposed. Among all hybrids, the weighted recommenders have the main benefit that all of the system's constituents operate independently ...
Ioannis Rousidis +3 more
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Atmosphere, 2018 The effective prediction of storm track (ST) is greatly beneficial for analyzing the development and anomalies of mid-latitude weather systems. For the non-stationarity, nonlinearity, and uncertainty of ST intensity index (STII), a new probabilistic ...
Ming Li, Kefeng Liu
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Invariant probabilistic prediction
BiometrikaSummary In recent years, there has been growing interest in statistical methods that exhibit robust performance under distribution changes between training and test data. While most of the related research focuses on point predictions with the squared error loss, this article turns the focus towards probabilistic predictions, which aim ...
Alexander Henzi +3 more
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Object Detection as Probabilistic Set Prediction
, 2022 Accurate uncertainty estimates are essential for deploying deep object detectors in safety-critical systems. The development and evaluation of probabilistic object detectors have been hindered by shortcomings in existing performance measures, which tend to involve arbitrary thresholds or limit the detector's choice of distributions.
Georg Hess +2 more
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Aerospace, 2021 The problem of flight delay prediction is approached most often by predicting a delay class or value. However, the aviation industry can benefit greatly from probabilistic delay predictions on an individual flight basis, as these give insight into the ...
Micha Zoutendijk, Mihaela Mitici
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Probabilistic models for melodic prediction
Artificial Intelligence, 2009 AbstractChord progressions are the building blocks from which tonal music is constructed. The choice of a particular representation for chords has a strong impact on statistical modeling of the dependence between chord symbols and the actual sequences of notes in polyphonic music. Melodic prediction is used in this paper as a benchmark task to evaluate
Jean-François Paiement +2 more
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工程科学学报The aero engine is crucial for the safe flight of aircraft. Predicting its remaining useful life allows for timely maintenance, thereby preventing potential flight accidents.
Yanyan HU, Yating BAI
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Frontiers in Energy Research, 2022 Since deterministic prediction errors of wind power cannot be avoided, probabilistic prediction can adequately describe the uncertainty of wind power and, thus, provide further guidance to dispatching authorities for decision making.
Yong Sun +4 more
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Domain prediction with probabilistic directional context [PDF]
Bioinformatics, 2016 Abstract Motivation Protein domain prediction is one of the most powerful approaches for sequence-based function prediction. While domain instances are typically predicted independently of each other, newer approaches have demonstrated improved performance by rewarding domain pairs that frequently co-
Ochoa, Alejandro, Singh, Mona
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Statistical analysis of uniaxial tensile and fatigue data of Ti-685 alloy at different temperatures
Forces in Mechanics, 2021 The probabilistic modelling on uniaxial tensile properties and fatigue life data is required for the safe gas turbine design. The probabilistic model will help the designer to calculate the risk factor at the applied load level and choose the proper ...
Surajit Kumar Paul +2 more
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