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Livres
Articles (40)
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Stochastic gradient based extreme learning machines for stable online learning of advanced combustion engines

Janakiraman, Vijay Manikandan, Nguyen, XuanLong, Assanis, Dennis

Journal:

Neurocomputing

Année:

2016

Langue:

english

Fichier:

PDF, 2.02 MB

english, 2016

Diverse sensitivity of winter crops over the growing season to climate and land surface temperature across the rainfed cropland-belt of eastern Australia

Shen, Jianxiu, Huete, Alfredo, Tran, Ngoc Nguyen, Devadas, Rakhesh, Ma, Xuanlong, Eamus, Derek, Yu, Qiang

Journal:

Agriculture, Ecosystems & Environment

Année:

2018

Langue:

english

Fichier:

PDF, 1.89 MB

english, 2018

On Surrogate Loss Functions and f-Divergences

XuanLong Nguyen, Martin J. Wainwright and Michael I. Jordan

Journal:

The Annals of Statistics

Année:

2009

Langue:

english

Fichier:

PDF, 2.02 MB

english, 2009

Inference of global clusters from locally distributed data

Nguyen, XuanLong

Journal:

Bayesian Analysis

Année:

2010

Langue:

english

Fichier:

PDF, 709 KB

english, 2010

Bayesian Analysis of RNA-Seq Data Using a Family of Negative Binomial Models

Zhao, Lili, Wu, Weisheng, Feng, Dai, Jiang, Hui, Nguyen, XuanLong

Journal:

Bayesian Analysis

Année:

2018

Langue:

english

Fichier:

PDF, 936 KB

english, 2018

Seasonal Comparisons of Himawari-8 AHI and MODIS Vegetation Indices over Latitudinal Australian Grassland Sites

Tran, Ngoc Nguyen, Huete, Alfredo, Nguyen, Ha, Grant, Ian, Miura, Tomoaki, Ma, Xuanlong, Lyapustin, Alexei, Wang, Yujie, Ebert, Elizabeth

Journal:

Remote Sensing

Année:

2020

Fichier:

PDF, 13.37 MB

2020

Planning graph as the basis for deriving heuristics for plan synthesis by state space and CSP search

XuanLong Nguyen, Subbarao Kambhampati, Romeo S. Nigenda

Journal:

Artificial Intelligence

Année:

2002

Langue:

english

Fichier:

PDF, 561 KB

english, 2002

On Optimal Quantization Rules for Some Problems in Sequential Decentralized Detection

XuanLong Nguyen, Wainwright, M.J., Jordan, M.I.

Journal:

IEEE Transactions on Information Theory

Année:

2008

Langue:

english

Fichier:

PDF, 411 KB

english, 2008

Estimating Divergence Functionals and the Likelihood Ratio by Convex Risk Minimization

XuanLong Nguyen, Wainwright, M.J., Jordan, M.I.

Journal:

IEEE Transactions on Information Theory

Année:

2010

Langue:

english

Fichier:

PDF, 636 KB

english, 2010

[IEEE 2008 7th International Conference on Information Processing in Sensor Networks (IPSN) - St. Louis, MO, USA (2008.04.22-2008.04.24)] 2008 International Conference on Information Processing in Sensor Networks (ipsn 2008) - Distributed Online Simultaneous Fault Detection for Multiple Sensors

Rajagopal, Ram, Nguyen, XuanLong, Ergen, Sinem Coleri, Varaiya, Pravin

Année:

2008

Langue:

english

Fichier:

PDF, 544 KB

english, 2008

[IEEE 2012 IEEE International Symposium on Information Theory - ISIT - Cambridge, MA, USA (2012.07.1-2012.07.6)] 2012 IEEE International Symposium on Information Theory Proceedings - Message-passing sequential detection of multiple change points in networks

Nguyen, XuanLong, Amini, Arash Ali, Rajagopal, Ram

Année:

2012

Langue:

english

Fichier:

PDF, 173 KB

english, 2012

Nonlinear identification of a gasoline HCCI engine using neural networks coupled with principal component analysis

Janakiraman, Vijay Manikandan, Nguyen, XuanLong, Assanis, Dennis

Journal:

Applied Soft Computing

Année:

2013

Langue:

english

Fichier:

PDF, 2.52 MB

english, 2013

Bayesian nonparametric modeling for functional analysis of variance

Nguyen, XuanLong, Gelfand, Alan E.

Journal:

Annals of the Institute of Statistical Mathematics

Année:

2014

Langue:

english

Fichier:

PDF, 973 KB

english, 2014

Sequential Detection of Multiple Change Points in Networks: A Graphical Model Approach

Amini, Arash Ali, XuanLong Nguyen,

Journal:

IEEE Transactions on Information Theory

Année:

2013

Langue:

english

Fichier:

PDF, 5.10 MB

english, 2013

[IEEE 2007 IEEE International Symposium on Information Theory - Nice (2007.06.24-2007.06.29)] 2007 IEEE International Symposium on Information Theory - Nonparametric estimation of the likelihood ratio and divergence functionals

Nguyen, XuanLong, Wainwright, Martin J., Jordan, Michael I.

Année:

2007

Langue:

english

Fichier:

PDF, 335 KB

english, 2007

[IEEE 2006 IEEE International Symposium on Information Theory - Seattle, WA (2006.7.9-2006.7.9)] 2006 IEEE International Symposium on Information Theory - On optimal quantization rules for sequential decision problems

Nguyen, Xuanlong, Wainwright, Martin, Jordan, Michael

Année:

2006

Langue:

english

Fichier:

PDF, 150 KB

english, 2006

Identification of the Dynamic Operating Envelope of HCCI Engines Using Class Imbalance Learning

Janakiraman, Vijay Manikandan, Nguyen, XuanLong, Sterniak, Jeff, Assanis, Dennis

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Année:

2015

Langue:

english

Fichier:

PDF, 6.06 MB

english, 2015

A kernel-based learning approach to ad hoc sensor network localization

Nguyen, Xuanlong, Jordan, Michael I., Sinopoli, Bruno

Journal:

ACM Transactions on Sensor Networks

Année:

2005

Langue:

english

Fichier:

PDF, 726 KB

english, 2005

[ACM Press Twenty-first international conference - Banff, Alberta, Canada (2004.07.04-2004.07.08)] Twenty-first international conference on Machine learning - ICML '04 - Decentralized detection and classification using kernel methods

Nguyen, XuanLong, Wainwright, Martin J., Jordan, Michael I.

Année:

2004

Langue:

english

Fichier:

PDF, 152 KB

english, 2004

On Surrogate Loss Functions and f-Divergences

XuanLong Nguyen, Martin J. Wainwright and Michael I. Jordan

Journal:

The Annals of Statistics

Année:

2009

Fichier:

PDF, 2.02 MB

2009

Inferential ecosystem models, from network data to prediction

James S. Clark, Pankaj Agarwal, David M. Bell, Paul G. Flikkema, Alan Gelfand, Xuanlong Nguyen, Eric Ward and Jun Yang

Journal:

Ecological Applications

Année:

2011

Langue:

english

Fichier:

PDF, 3.45 MB

english, 2011

An ELM based predictive control method for HCCI engines

Janakiraman, Vijay Manikandan, Nguyen, XuanLong, Assanis, Dennis

Journal:

Engineering Applications of Artificial Intelligence

Année:

2016

Langue:

english

Fichier:

PDF, 2.21 MB

english, 2016

Inferential ecosystem models, from network data to prediction

Clark, James S., Agarwal, Pankaj, Bell, David M., Flikkema, Paul G., Gelfand, Alan, Nguyen, Xuanlong, Ward, Eric, Yang, Jun

Journal:

Ecological Applications

Année:

2011

Langue:

english

Fichier:

PDF, 784 KB

english, 2011

On the consistency of inversion-free parameter estimation for Gaussian random fields

Keshavarz, Hossein, Scott, Clayton, Nguyen, XuanLong

Journal:

Journal of Multivariate Analysis

Année:

2016

Langue:

english

Fichier:

PDF, 637 KB

english, 2016

Borrowing strengh in hierarchical Bayes: Posterior concentration of the Dirichlet base measure

Nguyen, XuanLong

Journal:

Bernoulli

Année:

2016

Langue:

english

Fichier:

PDF, 342 KB

english, 2016

Convergence of latent mixing measures in finite and infinite mixture models

Nguyen, XuanLong

Journal:

The Annals of Statistics

Année:

2013

Langue:

english

Fichier:

PDF, 304 KB

english, 2013

Posterior contraction of the population polytope in finite admixture models

Nguyen, XuanLong

Journal:

Bernoulli

Année:

2015

Langue:

english

Fichier:

PDF, 301 KB

english, 2015

Convergence rates of parameter estimation for some weakly identifiable finite mixtures

Ho, Nhat, Nguyen, XuanLong

Journal:

The Annals of Statistics

Année:

2016

Langue:

english

Fichier:

PDF, 630 KB

english, 2016

On surrogate loss functions and f -divergences

Nguyen, XuanLong, Wainwright, Martin J., Jordan, Michael I.

Journal:

The Annals of Statistics

Année:

2009

Langue:

english

Fichier:

PDF, 291 KB

english, 2009

Optimal change point detection in Gaussian processes

Keshavarz, Hossein, Scott, Clayton, Nguyen, XuanLong

Journal:

Journal of Statistical Planning and Inference

Année:

2018

Langue:

english

Fichier:

PDF, 916 KB

english, 2018

[ACM Press the 35th ACM SIGMOD-SIGACT-SIGAI Symposium - Houston, TX, USA (2018.06.10-2018.06.15)] Proceedings of the 35th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems - SIGMOD/PODS '18 - In-Database Learning with Sparse Tensors

Abo Khamis, Mahmoud, Ngo, Hung Q., Nguyen, XuanLong, Olteanu, Dan, Schleich, Maximilian

Année:

2018

Langue:

english

Fichier:

PDF, 1.61 MB

english, 2018

Interaction of Seasonal Sun-Angle and Savanna Phenology Observed and Modelled using MODIS

Ma, Xuanlong, Huete, Alfredo, Tran, Ngoc Nguyen

Journal:

Remote Sensing

Année:

2019

Langue:

english

Fichier:

PDF, 2.75 MB

english, 2019

[ACM Press the 38th ACM SIGMOD-SIGACT-SIGAI Symposium - Amsterdam, Netherlands (2019.06.30-2019.07.05)] Proceedings of the 38th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems - PODS '19 - On Functional Aggregate Queries with Additive Inequalities

Abo Khamis, Mahmoud, Curtin, Ryan R., Moseley, Benjamin, Ngo, Hung Q., Nguyen, XuanLong, Olteanu, Dan, Schleich, Maximilian

Année:

2019

Langue:

english

Fichier:

PDF, 2.09 MB

english, 2019

[ACM Press the 2019 International Conference - Amsterdam, Netherlands (2019.06.30-2019.07.05)] Proceedings of the 2019 International Conference on Management of Data - SIGMOD '19 - A Layered Aggregate Engine for Analytics Workloads

Schleich, Maximilian, Olteanu, Dan, Abo Khamis, Mahmoud, Ngo, Hung Q., Nguyen, XuanLong

Année:

2019

Langue:

english

Fichier:

PDF, 1.47 MB

english, 2019

[ACM Press the Second Workshop - Houston, TX, USA (2018.06.15-2018.06.15)] Proceedings of the Second Workshop on Data Management for End-To-End Machine Learning - DEEM'18 - AC/DC

Khamis, Mahmoud Abo, Ngo, Hung Q., Nguyen, XuanLong, Olteanu, Dan, Schleich, Maximilian

Année:

2018

Langue:

english

Fichier:

PDF, 836 KB

english, 2018

Spatial pattern and seasonal dynamics of the photosynthesis activity across Australian rainfed croplands

Shen, Jianxiu, Huete, Alfredo, Ma, Xuanlong, Tran, Ngoc Nguyen, Joiner, Joanna, Beringer, Jason, Eamus, Derek, Yu, Qiang

Journal:

Ecological Indicators

Année:

2020

Langue:

english

Fichier:

PDF, 2.60 MB

english, 2020

Spatial pattern and seasonal dynamics of the photosynthesis activity across Australian rainfed croplands

Shen, Jianxiu, Huete, Alfredo, Ma, Xuanlong, Tran, Ngoc Nguyen, Joiner, Joanna, Beringer, Jason, Eamus, Derek, Yu, Qiang

Journal:

Ecological Indicators

Année:

2020

Fichier:

PDF, 2.60 MB

2020

Singularity Structures and Impacts on Parameter Estimation in Finite Mixtures of Distributions

Ho, Nhat, Nguyen, XuanLong

Journal:

SIAM Journal on Mathematics of Data Science

Année:

2019

Fichier:

PDF, 489 KB

2019

Sun-Angle Effects on Remote-Sensing Phenology Observed and Modelled Using Himawari-8

Ma, Xuanlong, Huete, Alfredo, Tran, Ngoc Nguyen, Bi, Jian, Gao, Sicong, Zeng, Yelu

Journal:

Remote Sensing

Année:

2020

Fichier:

PDF, 3.15 MB

2020

Design and optimization of textures on the surface of crankpin bearing to improve lubrication efficiency and friction power loss of engine

Wu, Zhenpeng, Nguyen, Vanliem, Le, Vanquynh, Le, Xuanlong, Bui, Vancuong

Journal:

Proceedings of the Institution of Mechanical Engineers Part J: Journal of Engineering Tribology

Année:

2020

Fichier:

PDF, 1.35 MB

2020