An Nguyen

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

Bibliography

2023
Exploring misclassifications of robust neural networks to enhance adversarial attacks.
Appl. Intell., September, 2023

Machine Learning in Healthcare and Business Analytics - Applications in Gait Analysis, Business Process Management, and Customer Service (Machinelles Lernen für Gesundheitsweisen und Geschäftsanalytik - Anwendungen in der Ganganalyse, dem Prozessmanagement und dem Kundendienst)
PhD thesis, 2023

Just a Matter of Scale? Reevaluating Scale Equivariance in Convolutional Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2023

VN-Legal-KG: Vietnam Legal Knowledge Graph for Legal Statute Identification on Land Law Matters.
Proceedings of the Computational Data and Social Networks - 12th International Conference, 2023

2022
Will Apple devices' passive atrial fibrillation detection prevent strokes? Estimating the proportion of high-risk actionable patients with real-world user data.
J. Am. Medical Informatics Assoc., 2022

Privacy-Preserving Blueprints.
IACR Cryptol. ePrint Arch., 2022

Multimedia Priority Service over Wi-Fi Networks.
IEEE Commun. Stand. Mag., 2022

Review of the AMLAS Methodology for Application in Healthcare.
CoRR, 2022

Vietnamese Document Analysis: Dataset, Method and Benchmark Suite.
IEEE Access, 2022

A Benchmark of Parsing Vietnamese Publications.
IEEE Access, 2022

Keeping Count: Archiving Women's Hockey Analytics for Accessibility.
Proceedings of the Linköping Hockey Analytics Conference 2022 Research Track, 2022

Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification.
Proceedings of the International Conference on Machine Learning, 2022

Quantum Social Computing Approaches for Influence Maximization.
Proceedings of the IEEE Global Communications Conference, 2022

Explain to Not Forget: Defending Against Catastrophic Forgetting with XAI.
Proceedings of the Machine Learning and Knowledge Extraction, 2022

2021
ChemSpectra: a web-based spectra editor for analytical data.
J. Cheminformatics, 2021

Language Model Evaluation in Open-ended Text Generation.
CoRR, 2021

System Design for a Data-driven and Explainable Customer Sentiment Monitor.
CoRR, 2021

System Design for a Data-Driven and Explainable Customer Sentiment Monitor Using IoT and Enterprise Data.
IEEE Access, 2021

Identifying untrustworthy predictions in neural networks by geometric gradient analysis.
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Dynamically Sampled Nonlocal Gradients for Stronger Adversarial Attacks.
Proceedings of the International Joint Conference on Neural Networks, 2021

2020
Sampled Nonlocal Gradients for Stronger Adversarial Attacks.
CoRR, 2020

Conformance Checking for a Medical Training Process Using Petri net Simulation and Sequence Alignment.
CoRR, 2020

An empirical comparison of deep-neural-network architectures for next activity prediction using context-enriched process event logs.
CoRR, 2020

Competitive Enrollment Policies in Computing Departments Negatively Predict First-Year Students' Sense of Belonging, Self-Efficacy, and Perception of Department.
Proceedings of the 51st ACM Technical Symposium on Computer Science Education, 2020

Real-Time Demonstration of 2.4Tbps (200Gbps/λ) Bidirectional Coherent DWDM-PON Enabled by Coherent Nyquist Subcarriers.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Time Matters: Time-Aware LSTMs for Predictive Business Process Monitoring.
Proceedings of the Process Mining Workshops, 2020

2019
VIETHERB: A Database for Vietnamese Herbal Species.
J. Chem. Inf. Model., 2019

ChemScanner: extraction and re-use(ability) of chemical information from common scientific documents containing ChemDraw files.
J. Cheminformatics, 2019

Testing popular news discourse on the "echo chamber" effect: Does political polarisation occur among those relying on social media as their primary politics news source?
First Monday, 2019

Habitat-Net: Segmentation of habitat images using deep learning.
Ecol. Informatics, 2019

LipidFinder on LIPID MAPS: peak filtering, MS searching and statistical analysis for lipidomics.
Bioinform., 2019

Less Visually Different Objects Recognition with Aggregated Residual Siamese Network.
Proceedings of the 11th International Conference on Knowledge and Systems Engineering, 2019

2018
Personal Assertion Token (PASSporT) Extension for Resource Priority Authorization.
RFC, August, 2018

Arctic Ocean-Sea Ice Interactions.
Proceedings of the Practice and Experience on Advanced Research Computing, 2018

U sing a UAV for Destructive Surveys of Mosquito Population.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Comparative Study on Heart Rate Variability Analysis for Atrial Fibrillation Detection in Short Single-Lead ECG Recordings.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
A Heterogeneous Robotics Team for Large-Scale Seismic Sensing.
IEEE Robotics Autom. Lett., 2017

Chemotion ELN: an Open Source electronic lab notebook for chemists in academia.
J. Cheminformatics, 2017

ICE: Idiom and Collocation Extractor for Research and Education.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Zapping Zika with a Mosquito-Managing Drone: Computing Optimal Flight Patterns with Minimum Turn Cost (Multimedia Contribution).
Proceedings of the 33rd International Symposium on Computational Geometry, 2017

DNS graph mining for malicious domain detection.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
A 400mV active VMIN, 200mV retention VMIN, 2.8 GHz 64Kb SRAM with a 0.09 um<sup>2</sup> 6T bitcell in a 16nm FinFET CMOS process.
Proceedings of the 2016 IEEE Symposium on VLSI Circuits, 2016

Coverage and Network Requirements of a "Big Data" Flash Crowd Monitoring System Using Users' Devices.
Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networks and Systems, 2016

Mining the Web for Collocations: IR Models of Term Associations.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016


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