José Marcio Luna
José Marcio Luna
Research Associate - Faculty, Department of Radiology, University of Pennsylvania
Vahvistettu sähköpostiosoite verkkotunnuksessa - Kotisivu
MediBoost: a patient stratification tool for interpretable decision making in the era of precision medicine
G Valdes, JM Luna, E Eaton, CB Simone, LH Ungar, TD Solberg
Scientific reports 6 (1), 1-8, 2016
Autonomous cross-domain knowledge transfer in lifelong policy gradient reinforcement learning
HB Ammar, E Eaton, JM Luna, P Ruvolo
Twenty-fourth international joint conference on artificial intelligence, 2015
Predicting radiation pneumonitis in locally advanced stage II–III non-small cell lung cancer using machine learning
JM Luna, HH Chao, ES Diffenderfer, G Valdes, C Chinniah, G Ma, ...
Radiotherapy and Oncology 133, 106-112, 2019
Expert-augmented machine learning
ED Gennatas, JH Friedman, LH Ungar, R Pirracchio, E Eaton, ...
Proceedings of the National Academy of Sciences 117 (9), 4571-4577, 2020
Building more accurate decision trees with the additive tree
JM Luna, ED Gennatas, LH Ungar, E Eaton, ES Diffenderfer, ST Jensen, ...
PNAS, 2019
An adaptive coverage control algorithm for deployment of nonholonomic mobile sensors
JM Luna, R Fierro, CT Abdallah, J Wood
IEEE Conference on Decision and Control (CDC), 1250, 2010
An adaptive coverage control for deployment of nonholonomic mobile sensor networks over time‐varying sensory functions
JM Luna, R Fierro, CT Abdallah, J Wood
Asian Journal of Control 15 (4), 988-1000, 2013
Control in computing systems.
JM Luna, CT Abdallah
CACSD, 32-36, 2011
Multi-vehicle testbed for decentralized environmental sensing
RA Cortez, JM Luna, R Fierro, J Wood
2010 IEEE International Conference on Robotics and Automation, 3052-3058, 2010
Design of a low-cost platform for autonomous mobile service robots
E Eaton, C Mucchiani, M Mohan, D Isele, JM Luna, C Clingerman
IJCAI Workshop on Autonomous Mobile Service Robots, 2016
Exploratory analysis using machine learning to predict for chest wall pain in patients with stage I non‐small‐cell lung cancer treated with stereotactic body radiation therapy
HH Chao, G Valdes, JM Luna, M Heskel, AT Berman, TD Solberg, ...
Journal of applied clinical medical physics 19 (5), 539-546, 2018
Lifelong learning for disturbance rejection on mobile robots
D Isele, JM Luna, E Eaton, V Gabriel, J Irwin, B Kallaher, ME Taylor
2016 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2016
Probabilistic Optimization of Resource Distribution and Encryption for Data Storage in the Cloud
JM Luna, CT Abdallah, GL Heileman
IEEE Transactions on Cloud Computing 6 (2), 428-439, 2016
Policy-based Security Provisioning and Performance Control in the Cloud
V Nandina, JM Luna, EJ Nava, CC Lamb, GL Heileman, CT Abdallah
International Conference on Cloud Computing and Services Science (CLOSER …, 2013
Machine learning highlights the deficiency of conventional dosimetric constraints for prevention of high-grade radiation esophagitis in non-small cell lung cancer treated with …
JM Luna, HH Chao, RT Shinohara, LH Ungar, KA Cengel, DA Pryma, ...
Clinical and translational radiation oncology 22, 69-75, 2020
Provisioning security and performance optimization for dynamic cloud environments
V Nandina, JM Luna, CC Lamb, GL Heileman, CT Abdallah
2014 IEEE 7th International Conference on Cloud Computing, 979-981, 2014
Correlative hierarchical clustering-based low-rank dimensionality reduction of radiomics-driven phenotype in non-small cell lung cancer
B Yousefi, N Jahani, MJ LaRiviere, E Cohen, MK Hsieh, JM Luna, ...
Medical Imaging 2019: Imaging Informatics for Healthcare, Research, and …, 2019
On the Stability of a Market-Oriented Cloud Computing Model with Time-Varying Workloads
JM Luna, CT Abdallah, GL Heileman
8th International Workshop on Feedback Computing (Feedback Computing 13), 2013
Tree-structured boosting: Connections between gradient boosted stumps and full decision trees
JM Luna, E Eaton, LH Ungar, E Diffenderfer, ST Jensen, ED Gennatas, ...
arXiv preprint arXiv:1711.06793, 2017
Delay-dependent stabilization of a class of nonlinear time-delay systems with time-varying input and state delays
JM Luna, CT Abdallah, RS Erwin
2012 American Control Conference (ACC), 3925-3931, 2012
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Artikkelit 1–20