Phuong Nguyen

According to our database1, Phuong Nguyen authored at least 78 papers between 2001 and 2021.

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Bibliography

2021
Lung Nodule Classification Using Biomarkers, Volumetric Radiomics, and 3D CNNs.
J. Digit. Imaging, 2021

SPATL: Salient Parameter Aggregation and Transfer Learning for Heterogeneous Clients in Federated Learning.
CoRR, 2021

CCS-GAN: COVID-19 CT-scan classification with very few positive training images.
CoRR, 2021

Adaptive Dynamic Pruning for Non-IID Federated Learning.
CoRR, 2021

Toward Generating Synthetic CT Volumes using a 3D-Conditional Generative Adversarial Network.
CoRR, 2021

Prioritizing Construction Labor Productivity Improvement Strategies Using Fuzzy Multi-Criteria Decision Making and Fuzzy Cognitive Maps.
Algorithms, 2021

An Optimal Energy Management System Using Day-ahead Prediction Algorithm.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2021

Deep Neural Network Architecture Search for Emulating Physical Parameterization of Planetary Boundary Layer Height.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

An Intelligent Parallel Distributed Streaming Framework for near Real-time Science Sensors and High-Resolution Medical Images.
Proceedings of the ICPP Workshops 2021: 50th International Conference on Parallel Processing, 2021

CovRelex: A COVID-19 Retrieval System with Relation Extraction.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, 2021

Tolerating Adversarial Attacks and Byzantine Faults in Distributed Machine Learning.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Classification of COVID-19 using Deep Learning and Radiomic Texture Features extracted from CT scans of Patients Lungs.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Simulation and Experiment in Solving Inverse Kinematic for Human Upper Limb by Using Optimization Algorithm.
Proceedings of the Intelligent Information and Database Systems - 13th Asian Conference, 2021

2020
Improvement on Monte Carlo estimation of HPD intervals.
Commun. Stat. Simul. Comput., 2020

Deep Expectation-Maximization for Semi-Supervised Lung Cancer Screening.
CoRR, 2020

Generating Realistic COVID19 X-rays with a Mean Teacher + Transfer Learning GAN.
CoRR, 2020

Satellite Data Fusion of Multiple Observed XCO2 using Compressive Sensing and Deep Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Generating Realistic COVID-19 x-rays with a Mean Teacher + Transfer Learning GAN.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Summarization of Multidimensional Process Traces for Analysis under Edit-distance Constraints.
Proceedings of the 2020 IEEE International Conference on Services Computing, 2020

2019
GRANO: Interactive Graph-based Root Cause Analysis for Cloud-Native Distributed Data Platform.
Proc. VLDB Endow., 2019

SUMMARIZED: Efficient Framework for Analyzing Multidimensional Process Traces under Edit-distance Constraint.
CoRR, 2019

MIRAS: Model-based Reinforcement Learning for Microservice Resource Allocation over Scientific Workflows.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

BRACELET: Edge-Cloud Microservice Infrastructure for Aging Scientific Instruments.
Proceedings of the International Conference on Computing, Networking and Communications, 2019

2018
DROPLET: Distributed Operator Placement for IoT Applications Spanning Edge and Cloud Resources.
Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017
Crowdsensing in Opportunistic Mobile Social Networks: A Context-aware and Human-centric Approach.
CoRR, 2017

MONAD: Self-Adaptive Micro-Service Infrastructure for Heterogeneous Scientific Workflows.
Proceedings of the 2017 IEEE International Conference on Autonomic Computing, 2017

4CeeD: Real-Time Data Acquisition and Analysis Framework for Material-related Cyber-Physical Environments.
Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

A Pricing Model for Sharing Cloudlets in Mobile Cloud Computing.
Proceedings of the International Conference on Advanced Computing and Applications, 2017

2016
Adaptive ECG denoising using genetic algorithm-based thresholding and ensemble empirical mode decomposition.
Inf. Sci., 2016

Relativizing small complexity classes and their theories.
Comput. Complex., 2016

Stochastic systems of diffusion equations with polynomial reaction terms.
Asymptot. Anal., 2016

Process Trace Clustering: A Heterogeneous Information Network Approach.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Internet of Mobile Things: Mobility-Driven Challenges, Designs and Implementations.
Proceedings of the First IEEE International Conference on Internet-of-Things Design and Implementation, 2016

Extensions of the IEEE802.15.4 protocol for ultra-low energy real-time communication.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2016

Resource Management for Elastic Publish Subscribe Systems: A Performance Modeling-Based Approach.
Proceedings of the 9th IEEE International Conference on Cloud Computing, 2016

2015
Characterizing and modeling people movement from mobile phone sensing traces.
Pervasive Mob. Comput., 2015

Robust condition monitoring of rolling element bearings using de-noising and envelope analysis with signal decomposition techniques.
Expert Syst. Appl., 2015

The NOF Multiparty Communication Complexity of Composed Functions.
Comput. Complex., 2015

Context-Aware Crowd-Sensing in Opportunistic Mobile Social Networks.
Proceedings of the 12th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2015

2014
Lifting lower bounds for tree-like proofs.
Comput. Complex., 2014

Reliable Fault Diagnosis of Low-Speed Bearing Defects Using a Genetic Algorithm.
Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

Spatial computations over terabyte-sized images on hadoop platforms.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013
Multiple objective scheduling of HPC workloads through dynamic prioritization.
Proceedings of the 2013 Spring Simulation Multiconference, SpringSim '13, 2013

A phrase mining framework for recursive construction of a topical hierarchy.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

A Data Intensive Statistical Aggregation Engine: A Case Study for Gridded Climate Records.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

Optimal Regret Bounds for Selecting the State Representation in Reinforcement Learning.
Proceedings of the 30th International Conference on Machine Learning, 2013

Terabyte-sized image computations on Hadoop cluster platforms.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

Competing with an Infinite Set of Models in Reinforcement Learning.
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013

2012
The Complexity of Proving the Discrete Jordan Curve Theorem.
ACM Trans. Comput. Log., 2012

A Hybrid Scheduling Algorithm for Data Intensive Workloads in a MapReduce Environment.
Proceedings of the IEEE Fifth International Conference on Utility and Cloud Computing, 2012

A near fundamental decadal data record of airs infrared surface brightness temperatures.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Noise reduction in gridded airs brightness temperature grids using the MODIS Obscov algorithm.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Simulating non-prenex cuts in quantified propositional calculus.
Math. Log. Q., 2011

The provably total NP search problems of weak second order bounded arithmetic.
Ann. Pure Appl. Log., 2011

Computationally Limited Randomness.
Proceedings of the Innovations in Computer Science, 2011

2010
Designing a Harware Accelerator for Face Recognition Using Vector Quantization and Principal Component Analysis as a Component of SoPC.
Proceedings of the Fifth IEEE International Symposium on Electronic Design, 2010

Scientific Services on the Cloud.
Proceedings of the Handbook of Cloud Computing., 2010

2009
Service-Oriented Atmospheric Radiances (SOAR): Gridding and Analysis Services for Multisensor Aqua IR Radiance Data for Climate Studies.
IEEE Trans. Geosci. Remote. Sens., 2009

The equivalence of theories that characterize ALogTime.
Arch. Math. Log., 2009

Evolving the TV Experience.
Proceedings of the 6th IEEE Consumer Communications and Networking Conference, 2009

2008
SeeNSearch: A context directed search facilitator for home entertainment devices.
Pervasive Mob. Comput., 2008

Assuring Authenticity of Digital Mammograms by Image Watermarking.
Proceedings of the Digital Mammography, 2008

Providing Gridded Atmospheric Radiance Products and Services from MODIS and AIRS Instruments on NASA's Aqua Satellite.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

A Semi-Decadal Multi-Sensor Gridded Data Record of Outgoing Longwave Radiation (OLR) from Aqua.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Proving Infinitude of Prime Numbers Using Binomial Coefficients.
Proceedings of the Computer Science Logic, 22nd International Workshop, 2008

Internet Search on TV.
Proceedings of the 5th IEEE Consumer Communications and Networking Conference, 2008

Relevance-Feedback Image Retrieval Based on Multiple-Instance Learning.
Proceedings of the 7th IEEE/ACIS International Conference on Computer and Information Science, 2008

2007
Separating DAG-Like and Tree-Like Proof Systems.
Proceedings of the 22nd IEEE Symposium on Logic in Computer Science (LICS 2007), 2007

2006
Client-side web mining for community formation in peer-to-peer environments.
SIGKDD Explor., 2006

Theories for TC0 and Other Small Complexity Classes.
Log. Methods Comput. Sci., 2006

InterPlay: A Middleware for Seamless Device Integration and Task Orchestration in a Networked Home.
Proceedings of the 4th IEEE International Conference on Pervasive Computing and Communications (PerCom 2006), 2006

Interplay: a middleware for integration of devices, services and contents in the home networking environment.
Proceedings of the 3rd IEEE Consumer Communications and Networking Conference, 2006

2005
Two-Sorted Theories for L, SL, NL and P
Electron. Colloquium Comput. Complex., 2005

Towards Using Simulation for Enhancing Web Information Systems' Utility.
Proceedings of the Web Information Systems Engineering - WISE 2005 Workshops, 2005

Simulating User Behaviour For Improving Web Information Systems.
Proceedings of the Information Systems Technology and its Applications, 2005

2004
VTC <sup>circ</sup>: A Second-Order Theory for TC<sup>circ</sup>.
Proceedings of the 19th IEEE Symposium on Logic in Computer Science (LICS 2004), 2004

2003
An Adaptive Document Version Management Scheme.
Proceedings of the Advanced Information Systems Engineering, 15th International Conference, 2003

2001
AgFlow: Agent-based Cross-Enterprise Workflow Management System.
Proceedings of the VLDB 2001, 2001


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