A hybrid adaptive approach for instance transfer learning with dynamic and imbalanced data
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.23055
Abstract: Machine learning has demonstrated success in clinical risk prediction modeling with complex electronic health record (EHR) data. However, the evolving nature of clinical practices can dynamically change the underlying data distribution over time, leading to… read more here.
Keywords: approach instance; transfer learning; adaptive approach; hybrid adaptive ... See more keywords
An Adaptive Approach to Cooperative Longitudinal Platooning of Heterogeneous Vehicles with Communication Losses
Sign Up to like & getrecommendations! Published in 2017 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2017.08.225
Abstract: Despite the progresses in Cooperative Adaptive Cruise Control (CACC), a crucial limitation of the state-of-the-art of this control scheme is that the string stability of the platoon can be proven only when the vehicles in… read more here.
Keywords: communication; communication losses; control; adaptive approach ... See more keywords
An Adaptive Approach to the Stochastic Leader-Following Consensus of Multi-Agent Systems
Sign Up to like & getrecommendations! Published in 2020 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2021.04.133
Abstract: Abstract This paper studies the stochastic leader-following consensus control problem for a group of agents with general linear dynamics. The communication graph among agents is assumed to be randomly switching and the switching process is… read more here.
Keywords: consensus; following consensus; leader; stochastic leader ... See more keywords
PP119 How Much Evidence Is Enough For Action – ‘Adaptive Approach’ Helps?
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Technology Assessment in Health Care"
DOI: 10.1017/s0266462318002568
Abstract: Introduction: Aiming for hepatitis C elimination by 2030, Taiwan has set up a mid-term goal of “over 50 percent of patients treated by 2025.” Among various aspects of evidence that are needed, the target number… read more here.
Keywords: patients treated; evidence; number; adaptive approach ... See more keywords
Fast iterative adaptive approach for 3D seismic data reconstruction
Sign Up to like & getrecommendations! Published in 2021 at "Exploration Geophysics"
DOI: 10.1080/08123985.2020.1857648
Abstract: ABSTRACT In this paper, we introduce a fast iterative adaptive approach for the reconstruction of 3D seismic data with randomly missing traces. Our method starts by transforming 3D seismic volume to 2D harmonic signal for… read more here.
Keywords: reconstruction; iterative adaptive; fast iterative; seismic data ... See more keywords
SAR tomography for point-like and volumetric scatterers using a regularised iterative adaptive approach
Sign Up to like & getrecommendations! Published in 2018 at "Remote Sensing Letters"
DOI: 10.1080/2150704x.2018.1508911
Abstract: ABSTRACT Synthetic aperture radar (SAR) tomography has been shown to be an effective and important tool for the monitoring of infrastructures and the investigation of forest vertical structure. However, the existing tomographic imaging algorithms, including… read more here.
Keywords: sar tomography; iterative adaptive; volumetric scatterers; adaptive approach ... See more keywords
Low-Complexity Iterative Adaptive Approach Based on Range–Doppler Matched Filter Outputs
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Aerospace and Electronic Systems"
DOI: 10.1109/taes.2022.3188742
Abstract: This article presents a computationally efficient iterative adaptive approach based on range–Doppler matched filter outputs for sidelobe suppression and range–Doppler imaging. A sidelobe suppression scheme, named as dimension reduction based fast iterative adaptive approach (DR-FIAA),… read more here.
Keywords: iterative adaptive; range doppler; range; adaptive approach ... See more keywords
A Dynamically Adaptive Approach to Reducing Strategic Interference for Multiagent Systems
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Cognitive and Developmental Systems"
DOI: 10.1109/tcds.2021.3110959
Abstract: Multiagent reinforcement learning (RL) is widely used and can successfully solve many problems in the real world. In the multiagent RL system, a global critic network is used to guide each agent’s strategy to update… read more here.
Keywords: systems dynamically; multiagent; approach reducing; adaptive approach ... See more keywords
An Adaptive Approach to Locating Mobile HIV Testing Services
Sign Up to like & getrecommendations! Published in 2018 at "Medical Decision Making"
DOI: 10.1177/0272989x17716431
Abstract: Background. Public health agencies suggest targeting “hotspots” to identify individuals with undetected HIV infection. However, definitions of hotspots vary. Little is known about how best to target mobile HIV testing resources. Methods. We conducted a… read more here.
Keywords: mobile hiv; hiv; thompson sampling; hiv testing ... See more keywords