Khuong Nguyen

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024

Unlocking Viewer Insights in Linear Television: A Machine Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the Perspectives in Business Informatics Research, 2024

2023

WiFi round-trip time (RTT) fingerprinting: an analysis of the properties and the performance in non-line-of-sight environments.

[BibT_eX]

[DOI]

J. Locat. Based Serv., October, 2023

Conformalised data synthesis with statistical quality guarantees.

[BibT_eX]

[DOI]

Julia A. Meister

CoRR, 2023

A Multi-Scale Feature Selection Framework for WiFi Access Points Line-of-sight Identification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Reusable Slotwise Mechanisms.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A dynamic model switching algorithm for WiFi fingerprinting indoor positioning.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Indoor Positioning and Indoor Navigation, 2023

Evaluating potential sensitive information leaks on a smartphone using the magnetometer and Conformal Prediction.

[BibT_eX]

[DOI]

Robert Choudhury

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2023

DeepGRAND: Deep Graph Neural Diffusion.

[BibT_eX]

[DOI]

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

WiFi Access Points Line-of-Sight Detection for Indoor Positioning Using the Signal Round Trip Time.

[BibT_eX]

[DOI]

Remote. Sens., December, 2022

A survey of deep learning approaches for WiFi-based indoor positioning.

[BibT_eX]

[DOI]

J. Inf. Telecommun., 2022

Revisiting Over-smoothing and Over-squashing using Ollivier's Ricci Curvature.

[BibT_eX]

[DOI]

CoRR, 2022

Improving Generative Flow Networks with Path Regularization.

[BibT_eX]

[DOI]

CoRR, 2022

A novel Deep Learning approach for one-step Conformal Prediction approximation.

[BibT_eX]

[DOI]

CoRR, 2022

Malware in Motion.

[BibT_eX]

[DOI]

Robert Choudhury

Proceedings of the 8th International Conference on Information Systems Security and Privacy, 2022

Audio Feature Ranking for Sound-Based COVID-19 Patient Detection.

[BibT_eX]

[DOI]

Julia A. Meister

Proceedings of the Progress in Artificial Intelligence, 2022

Communication-efficient Conformal Prediction for Distributed Datasets.

[BibT_eX]

[DOI]

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2022

Preface.

[BibT_eX]

[DOI]

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2022

Cough-based COVID-19 detection with audio quality clustering and confidence measure based learning.

[BibT_eX]

[DOI]

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2022

2021

Transformer with a Mixture of Gaussian Keys.

[BibT_eX]

[DOI]

CoRR, 2021

Confidence machine learning for cutting tool life prediction.

[BibT_eX]

[DOI]

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2021

Preface.

[BibT_eX]

[DOI]

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2021

2020

Epidemic contact tracing with smartphone sensors.

[BibT_eX]

[DOI]

J. Locat. Based Serv., 2020

A review of smartphones based indoor positioning: challenges and applications.

[BibT_eX]

[DOI]

CoRR, 2020

Coreset-Based Data Compression for Logistic Regression.

[BibT_eX]

[DOI]

Proceedings of the Data Management Technologies and Applications, 2020

On Generating Efficient Data Summaries for Logistic Regression: A Coreset-based Approach.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Data Science, 2020

Fast probabilistic prediction for kernel SVM via enclosing balls.

[BibT_eX]

[DOI]

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2020

2019

Realtime Tracking of Passengers on the London Underground Transport by Matching Smartphone Accelerometer Footprints.

[BibT_eX]

[DOI]

Sensors, 2019

Coreset-based Conformal Prediction for Large-scale Learning.

[BibT_eX]

[DOI]

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2019

Location Tracking Using Smartphone Accelerometer and Magnetometer Traces.

[BibT_eX]

[DOI]

Konstantinos Markantonakis

Raja Naeem Akram

Proceedings of the 14th International Conference on Availability, Reliability and Security, 2019

2018

Cover your cough: detection of respiratory events with confidence using a smartwatch.

[BibT_eX]

[DOI]

Proceedings of the 7th Symposium on Conformal and Probabilistic Prediction and Applications, 2018

2017

A performance guaranteed indoor positioning system using conformal prediction and the WiFi signal strength.

[BibT_eX]

[DOI]

J. Inf. Telecommun., 2017

Dynamic route prediction with the magnetic field strength for indoor positioning.

[BibT_eX]

[DOI]

Int. J. Wirel. Mob. Comput., 2017

Co-location epidemic tracking on London public transports using low power mobile magnetometer.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Indoor Positioning and Indoor Navigation, 2017

On assessing the positioning accuracy of Google Tango in challenging indoor environments.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Indoor Positioning and Indoor Navigation, 2017

2015

Reliable indoor location prediction using conformal prediction.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 2015

2014

Selective mixture of Gaussians clustering for location fingerprinting.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Mobile and Ubiquitous Systems: Computing, 2014

On the Feasibility of Using Two Mobile Phones and WLAN Signal to Detect Co-Location of Two Users for Epidemic Prediction.

[BibT_eX]

[DOI]

Proceedings of the Progress in Location-Based Services 2014, 2014

2013

Evaluation of Bluetooth Properties for Indoor Localisation.

[BibT_eX]

[DOI]

Proceedings of the Progress in Location-Based Services, 2013

Enhanced Conformal Predictors for Indoor Localisation Based on Fingerprinting Method.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Applications and Innovations, 2013

2012

Conformal Prediction for Indoor Localisation with Fingerprinting Method.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Applications and Innovations, 2012

2011

A case study on the usability of NXT-G programming language.

[BibT_eX]

[DOI]