Nam Nguyen

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2024
CaloChallenge 2022: A Community Challenge for Fast Calorimeter Simulation.
CoRR, 2024

CodeGemma: Open Code Models Based on Gemma.
CoRR, 2024

Leveraging AI for Enhanced Software Effort Estimation: A Comprehensive Study and Framework Proposal.
CoRR, 2024

On Minimizing Symbol Error Probability for Antipodal Beamforming in MIMO Gaussian Wiretap Channels.
Proceedings of the 100th IEEE Vehicular Technology Conference, 2024

3D Pano Inpainting: Building a VR Environment from a Single Input Panorama.
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2024

EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023
Application of Deep Learning for Classification of Intertidal Eelgrass from Drone-Acquired Imagery.
Remote. Sens., May, 2023

A Supervised Contrastive Learning Pretrain-Finetune Approach for Time Series.
CoRR, 2023

AI Foundation Models for Weather and Climate: Applications, Design, and Implementation.
CoRR, 2023

Biomarker Discovery with Quantum Neural Networks: A Case-study in CTLA4-Activation Pathways.
CoRR, 2023

An End-to-End Time Series Model for Simultaneous Imputation and Forecast.
CoRR, 2023

TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

A Preliminary Study of System Dynamics Models for Resilient and Smart Cities.
Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management, 2023

ViSoBERT: A Pre-Trained Language Model for Vietnamese Social Media Text Processing.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022
Situation and Proposals for Implementing Artificial Intelligence-based Instructional Technology in Vietnamese Secondary Schools.
Int. J. Emerg. Technol. Learn., September, 2022

Balancing stability and plasticity when learning topic models from short and noisy text streams.
Neurocomputing, 2022

TF-GeneNAS: An evolution-based training-free approach to Neural Architecture Search.
Proceedings of the International Joint Conference on Neural Networks, 2022

Complex Systems of Disaster Response: The Case of COVID-19.
Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management, 2022

2021
Identifying Hubs in Undergraduate Course Networks Based on Scaled Co-Enrollments: Extended Version.
CoRR, 2021

ICDAR 2021 Competition on Historical Map Segmentation.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Identifying Hubs in Undergraduate Course Networks Based on Scaled Co-Enrollments.
Proceedings of the 14th International Conference on Educational Data Mining, 2021

Automated driving safety - The art of conscious risk taking - minimum lateral distances to pedestrians.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Creation of a Mapped, Machine-Readable Taxonomy to Facilitate Extraction of Social Determinants of Health Data from Electronic Health Records.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Temporal Latent Auto-Encoder: A Method for Probabilistic Multivariate Time Series Forecasting.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Feature Importance Determination of a Diabetes Risk Classification Model.
Proceedings of the AMIA 2020, 2020

2019
Peak Area Detection Network for Directly Learning Phase Regions from Raw X-ray Diffraction Patterns.
Proceedings of the International Joint Conference on Neural Networks, 2019

Estimating Information Flow in Deep Neural Networks.
Proceedings of the 36th International Conference on Machine Learning, 2019

Mapping Unstructured Diagnoses to ICD10 using Natural Language Processing and Web-Scraping.
Proceedings of the AMIA 2019, 2019

Extracting and Standardizing Social Determinants of Health Diagnosis from Problems List from a Large Ambulatory Electronic Health Record (EHR) Database.
Proceedings of the AMIA 2019, 2019

Building a LVEF extraction pipeline for SOAP notes.
Proceedings of the AMIA 2019, 2019

2018
29<sup>th</sup> ACM International Conference on Hypertext and Social Media.
SIGWEB Newsl., 2018

Effect of potting materials on LED bulb's driver temperature.
Microelectron. Reliab., 2018

Estimating Information Flow in Neural Networks.
CoRR, 2018

DE-RNN: Forecasting the Probability Density Function of Nonlinear Time Series.
Proceedings of the IEEE International Conference on Data Mining, 2018

Machine Learning Assisted Custom Lab Order Sets Creation.
Proceedings of the AMIA 2018, 2018

Extraction of DEXA Lab Values from SOAP Notes using the MITRE Identification Scrubber Toolkit (MIST) to Perform Named Entity Recognition.
Proceedings of the AMIA 2018, 2018

On Improvement of Channel Estimation for the Uplink of Large Scale MU-MIMO using DMRS.
Proceedings of the IEEE 5G World Forum, 2018

2017
Linear Convergence of Stochastic Iterative Greedy Algorithms With Sparse Constraints.
IEEE Trans. Inf. Theory, 2017

Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Grid-free compressive beamforming using a single moving sensor of known trajectory.
Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

Localization of harmonic source using a single moving sensor of known trajectory.
Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

Reach and Impact of an EHR Pain Care Clinical Decision Support Program.
Proceedings of the AMIA 2017, 2017

Effectiveness of a Cloud-Based EHR Clinical Decision Support Program for Body Mass Index (BMI) Screening and Follow-up.
Proceedings of the AMIA 2017, 2017

2016
Net-Trim: A Layer-wise Convex Pruning of Deep Neural Networks.
CoRR, 2016

SPEC: An Equivalence Checker for Security Protocols.
Proceedings of the Programming Languages and Systems - 14th Asian Symposium, 2016

2015
A Novel WLAN Roaming Decision and Selection Scheme for Mobile Data Offloading.
J. Electr. Comput. Eng., 2015

PASTA: Ultra-Large Multiple Sequence Alignment for Nucleotide and Amino-Acid Sequences.
J. Comput. Biol., 2015

The recoverability limit for superresolution via sparsity.
CoRR, 2015

2014
A Proposal for Dynamic WLAN Selection for Mobile Data Offloading in Heterogeneous Network.
Proceedings of the IEEE 79th Vehicular Technology Conference, 2014

Thrivable Systems - from Vision to Reality.
Proceedings of the Systems Thinking - New Directions in Theory, Practice and Application: Proceedings of the Seventeenth IFSR Conversation: International Federation for Systems Research, St. Magdalena / Linz, Austria, April 27, 2014

2013
Super-resolution via superset selection and pruning
CoRR, 2013

Localization of handheld devices inside vehicles using audio masking.
Proceedings of the International Conference on Connected Vehicles and Expo, 2013

Adaptive pilot placement for estimation of vehicle to vehicle wireless channel.
Proceedings of the International Conference on Connected Vehicles and Expo, 2013

Sparse image super-resolution via superset selection and pruning.
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

2012
SEPP: SATe -Enabled Phylogenetic Placement.
Proceedings of the Biocomputing 2012: Proceedings of the Pacific Symposium, 2012

NLOS-communication between shadowed vehicles using by-standing relay vehicles.
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

2011
Searchable web sites recommendation.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

2010
A New SVM Approach to Multi-instance Multi-label Learning.
Proceedings of the ICDM 2010, 2010

Improving Hierarchical Classification with Partial Labels.
Proceedings of the ECAI 2010, 2010

2008
A 0.5-to-480MHz Self-Referenced CMOS Clock Generator with 90ppm Total Frequency Error and Spread-Spectrum Capability.
Proceedings of the 2008 IEEE International Solid-State Circuits Conference, 2008

Boosting performance for 2D Linear Discriminant Analysis via regression.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
Random Subspace Two-Dimensional PCA for Face Recognition.
Proceedings of the Advances in Multimedia Information Processing, 2007

2005
Discovery of Activity Structures using the Hierarchical Hidden Markov Model.
Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005


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