Automating Optical Network Fault Management with Machine Learning
Effective fault management is essential for quality of service assurance in optical networks. Conventional fault management designs for optical networks mainly rely on threshold-based rules, which …
Evolutionary Search With Multiview Prediction for Dynamic Multiobjective Opti…
Dynamic multiobjective optimization problem (DMOP) denotes the multiobjective optimization problem which varies over time. As changes in DMOP may exist some patterns that are predictable, to solve …
Test for Market Timing Using Daily Fund Returns
Using daily mutual fund returns to estimate market timing, some econometric issues, including heteroscedasticity, correlated errors, and heavy tails, make the traditional least-squares estimate in …
Log-Rank-Type Tests for Equality of Distributions in High-Dimensional Spaces
Motivated by applications in high-dimensional settings, we propose a novel approach for testing the equality of two or more populations by constructing a class of intensity centered score processes…
PAN++ : Towards Efficient and Accurate End-to-End Spotting of Arbitrarily-Sha…
Scene text detection and recognition have been well explored in the past few years. Despite the progress, efficient and accurate end-to-end spotting of arbitrarily-shaped text remains challenging. …
Instance-Dependent Positive and Unlabeled Learning With Labeling Bias Estimation
This paper studies instance-dependent P ositive and U nlabeled (PU) classification, where whether a positive example will be labeled (indicated by s ) is not only related to the class label y , but…
Category-Level Adversarial Adaptation for Semantic Segmentation Using Purifie…
We target the problem named unsupervised domain adaptive semantic segmentation. A key in this campaign consists in reducing the domain shift, so that a classifier based on labeled data from one dom…
Time and Energy Costs for Synchronization of Kuramoto-Oscillator Networks Wit…
In this paper, time and energy costs for achieving synchronization of the Kuramoto-oscillator network with or without noise perturbation are investigated. In order to achieve synchronization and op…
High Power Narrow-Linewidth Fiber Laser Based on Double-Tapered Fiber
A homemade double-tapered Yb-doped fiber is employed in a high-power narrow-linewidth fiber amplifier to improve the thresholds of nonlinear effects and transverse mode instability (TMI) effect. A …
Hybrid Integrated Frequency-Modulated Continuous-Wave Laser With Synchronous …
We report a wavelength widely-tunable hybrid integrated external cavity laser (ECL) with synchronous tuning to achieve a large frequency chirp bandwidth and high chirp linearity. Si 3 N 4 Vernier m…
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