Zobrazeno 1 - 10
of 1 692
pro vyhledávání: '"POTTER, MICHAEL"'
Autor:
Potter, Michael, Tang, Shuo, Ghanem, Paul, Stojanovic, Milica, Closas, Pau, Akcakaya, Murat, Wright, Ben, Necsoiu, Marius, Erdogmus, Deniz, Everett, Michael, Imbiriba, Tales
Continuously optimizing sensor placement is essential for precise target localization in various military and civilian applications. While information theory has shown promise in optimizing sensor placement, many studies oversimplify sensor measureme
Externí odkaz:
http://arxiv.org/abs/2405.18999
In response to the critical need for effective reconnaissance in disaster scenarios, this research article presents the design and implementation of a complete autonomous robot system using the Turtlebot3 with Robotic Operating System (ROS) Noetic. U
Externí odkaz:
http://arxiv.org/abs/2404.13767
Autor:
Potter, Michael, Akcakaya, Murat, Necsoiu, Marius, Schirner, Gunar, Erdogmus, Deniz, Imbiriba, Tales
Radar Automated Target Recognition (RATR) for Unmanned Aerial Vehicles (UAVs) involves transmitting Electromagnetic Waves (EMWs) and performing target type recognition on the received radar echo, crucial for defense and aerospace applications. Previo
Externí odkaz:
http://arxiv.org/abs/2402.17987
Autor:
Luo, Lingzi, King, Allison A, Carroll, Yvonne, Baumann, Ana A, Brambilla, Donald, Carpenter, Christopher R, Colla, Joseph, Gibson, Robert W, Gollan, Siera, Hall, Greg, Klesges, Lisa, Kutlar, Abdullah, Lyon, Matthew, Melvin, Cathy L, Norell, Sarah, Mueller, Martina, Potter, Michael B, Richesson, Rachel, Richardson, Lynne D, Ryan, Gery, Siewny, Lauren, Treadwell, Marsha, Zun, Leslie, Armstrong-Brown, Janelle, Cox, Lisa, Tanabe, Paula
Publikováno v:
JMIR Research Protocols, Vol 10, Iss 4, p e24818 (2021)
BackgroundIndividuals living with sickle cell disease often require aggressive treatment of pain associated with vaso-occlusive episodes in the emergency department. Frequently, pain relief is poor. The 2014 National Heart, Lung, and Blood Institute
Externí odkaz:
https://doaj.org/article/cfa91701f0c14bf2badffed7cd06537f
Autor:
Hankins, Jane S, Shah, Nirmish, DiMartino, Lisa, Brambilla, Donald, Fernandez, Maria E, Gibson, Robert W, Gordeuk, Victor R, Lottenberg, Richard, Kutlar, Abdullah, Melvin, Cathy, Simon, Jena, Wun, Ted, Treadwell, Marsha, Calhoun, Cecelia, Baumann, Ana, Potter, Michael B, Klesges, Lisa, Bosworth, Hayden
Publikováno v:
JMIR Research Protocols, Vol 9, Iss 7, p e16319 (2020)
BackgroundHydroxyurea prevents disease complications among patients with sickle cell disease (SCD). Although its efficacy has been endorsed by the National Health Lung and Blood Institute evidence-based guidelines, its adoption is low, both by patien
Externí odkaz:
https://doaj.org/article/2cd1f507dbd6471f864b97cf6deeef1a
We empirically show that process-based Parallelism speeds up the Genetic Algorithm (GA) for Feature Selection (FS) 2x to 25x, while additionally increasing the Machine Learning (ML) model performance on metrics such as F1-score, Accuracy, and Receive
Externí odkaz:
http://arxiv.org/abs/2401.10846
Survival Analysis (SA) models the time until an event occurs, with applications in fields like medicine, defense, finance, and aerospace. Recent research indicates that Neural Networks (NNs) can effectively capture complex data patterns in SA, wherea
Externí odkaz:
http://arxiv.org/abs/2312.16019
Autor:
Potter, Michael, Jun, Miru
We implement a Bayesian inference process for Neural Networks to model the time to failure of highly reliable weapon systems with interval-censored data and time-varying covariates. We analyze and benchmark our approach, LaplaceNN, on synthetic and r
Externí odkaz:
http://arxiv.org/abs/2312.10494