Estimating probability distributions of travel demand on a congested network
Sign Up to like & getrecommendations! Published in 2019 at "Transportation Research Part B: Methodological"
DOI: 10.1016/j.trb.2019.01.008
Abstract: Abstract We aim to infer the probability density function (pdf) of Origin–Destination (O–D) demand variables using multiple sets of traffic counts over a network. Through integrating statistics and optimization techniques with transportation domain knowledge, we… read more here.
Keywords: estimation framework; congested network; probability; estimation ... See more keywords
User-friendly nonlinear nonparametric estimation framework for vibro-acoustic industrial measurements with multiple inputs
Sign Up to like & getrecommendations! Published in 2020 at "Mechanical Systems and Signal Processing"
DOI: 10.1016/j.ymssp.2020.106926
Abstract: Abstract This paper introduces a user-friendly estimation framework for industrial measurements of vibro-acoustic systems with multiple inputs. Many mechanical structures are inherently nonlinear and there is no unique solution for modeling nonlinear systems. This is… read more here.
Keywords: multiple inputs; estimation framework; industrial measurements; vibro acoustic ... See more keywords
SMART: a new patient similarity estimation framework for enhanced predictive modeling in acute kidney injury.
Sign Up to like & getrecommendations! Published in 2025 at "Journal of the American Medical Informatics Association : JAMIA"
DOI: 10.1093/jamia/ocaf125
Abstract: OBJECTIVE Accurately measuring patient similarity is essential for precision medicine, enabling personalized predictive modeling, disease subtyping, and individualized treatment by identifying patients with similar characteristics to an index patient. This study aims to develop an… read more here.
Keywords: estimation framework; predictive modeling; similarity estimation; similarity ... See more keywords
A Robust State Estimation Framework Considering Measurement Correlations and Imperfect Synchronization
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Power Systems"
DOI: 10.1109/tpwrs.2018.2790390
Abstract: This paper develops a robust power system state estimation framework that accounts for correlations and imperfect time synchronization of the measurements. In this framework, correlations of the measurements obtained from the supervisory control and data… read more here.
Keywords: synchronization; state estimation; estimation framework;
A Consistent Parallel Estimation Framework for Visual-Inertial SLAM
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Robotics"
DOI: 10.1109/tro.2024.3433868
Abstract: In this article, we revisit the optimal fusion of visual and inertial information from a monocular camera and an inertial measurement unit and propose a novel parallel visual-inertial simultaneous localization and mapping (SLAM) estimation framework… read more here.
Keywords: slam; estimation framework; estimation; localization ... See more keywords
A novel multi-level 3D pose estimation framework for gait detection of Parkinson’s disease using monocular video
Sign Up to like & getrecommendations! Published in 2024 at "Frontiers in Bioengineering and Biotechnology"
DOI: 10.3389/fbioe.2024.1520831
Abstract: Introduction Parkinson's disease (PD) is characterized by muscle stiffness, bradykinesia, and balance disorders, significantly impairing the quality of life for affected patients. While motion pose estimation and gait analysis can aid in early diagnosis and… read more here.
Keywords: multi level; level pose; estimation framework; pose estimation ... See more keywords
A Holistic State Estimation Framework for Active Distribution Network with Battery Energy Storage System
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Modern Power Systems and Clean Energy"
DOI: 10.35833/mpce.2020.000613
Abstract: Battery energy storage systems (BESSs) are expected to play a crucial role in the operation and control of active distribution networks (ADN). In this paper, a holistic state estimation framework is developed for ADNs with… read more here.
Keywords: estimation framework; holistic state; state estimation; energy ... See more keywords