José Marcio Luna
José Marcio Luna
Research Associate - Faculty, Department of Radiology, University of Pennsylvania
Verified email at - Homepage
Cited by
Cited by
MediBoost: a patient stratification tool for interpretable decision making in the era of precision medicine
G Valdes, JM Luna, E Eaton, CB Simone II, LH Ungar, TD Solberg
Scientific reports 6, 37854, 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
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
Building more accurate decision trees with the additive tree
JM Luna, ED Gennatas, LH Ungar, E Eaton, ES Diffenderfer, ST Jensen, ...
PNAS, 2019
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
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
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
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
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
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
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
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
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
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
A binary consensus approach to decentralized coordination of nonholonomic sensor networks
JM Luna, R Fierro, CT Abdallah, F Lewis
2012 IEEE 51st IEEE Conference on Decision and Control (CDC), 3353-3359, 2012
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