Search Results for author:
Found 14 papers, 3 papers with code
Rethinking Remaining Useful Life Prediction with Scarce Time Series Data: Regression under Indirect Supervision
Our method demonstrates competitive performance in prediction accuracy when dealing with highly scarce time series data.
Extending Cox Proportional Hazards Model with Symbolic Non-Linear Log-Risk Functions for Survival Analysis
In this paper, we introduce Generalized Cox Proportional Hazards (GCPH) model, a novel method for survival analysis that leverages KAN to enable a non-linear mapping from covariates to survival outcomes in a fully symbolic manner.
Proactive Depot Discovery: A Generative Framework for Flexible Location-Routing
The Location-Routing Problem (LRP), which combines the challenges of facility (depot) locating and vehicle route planning, is critically constrained by the reliance on predefined depot candidates, limiting the solution space and potentially leading to suboptimal outcomes.
A Mel Spectrogram Enhancement Paradigm Based on CWT in Speech Synthesis
In order to obtain a more detailed Mel spectrogram, we propose a Mel spectrogram enhancement paradigm based on the continuous wavelet transform (CWT).
Simul-Whisper: Attention-Guided Streaming Whisper with Truncation Detection
As a robust and large-scale multilingual speech recognition model, Whisper has demonstrated impressive results in many low-resource and out-of-distribution scenarios.
Recent Advances in End-to-End Simultaneous Speech Translation
Simultaneous speech translation (SimulST) is a demanding task that involves generating translations in real-time while continuously processing speech input.
Enhancing Unsupervised Anomaly Detection with Score-Guided Network
Anomaly detection plays a crucial role in various real-world applications, including healthcare and finance systems.
Social Cost Optimization for Prosumer Community with Two Price-Package Incentives in Two-Settlement Based Electricity Market
Analytical energy-trading strategies will be derived for WP prosumers and LS prosumers based on non-cooperative games and Nash resource allocation strategies, respectively.
Resilient Time-Varying Output Formation Tracking of Linear Multi-Agent Systems Against Unbounded FDI Sensor Attacks and Unreliable Digraphs
One salient feature of cooperative formation tracking is its distributed nature that relies on localized control and information sharing over a sparse communication network.
Social Profit Optimization with Demand Response Management in Electricity Market: A Multi-timescale Leader-following Approach
At the user side, each user determines the optimal energy-purchasing strategy to maximize its own profit.
Composite Optimization with Coupling Constraints via Penalized Proximal Gradient Method in Partially Asynchronous Networks
In this paper, we consider a composite optimization problem with linear coupling constraints in a multi-agent network.
Optimization and Control
Composite Optimization with Coupling Constraints via Dual Proximal Gradient Method with Applications to Asynchronous Networks
In this paper, we consider solving a composite optimization problem with coupling constraints in a multi-agent network based on proximal gradient method.
Distributed Optimization
Optimization and Control
Cognitive Visual Inspection Service for LCD Manufacturing Industry
This paper discloses a novel visual inspection system for liquid crystal display (LCD), which is currently a dominant type in the FPD industry.
Optimal Sharing and Fair Cost Allocation of Community Energy Storage
Further, we demonstrate both the building-wise and community-wise economic benefits are enhanced with the ES sharing model over the individual ES (IES) model.
Fairness
Computer Science and Game Theory
