Georgiana Ifrim

发表

Scalable Classiﬁer-Agnostic Channel Selection for Multivariate Time Series Classiﬁcation

Thach Le Nguyen, Bhaskar Dhariyal, Georgiana Ifrim, 2022 .

Automated Mobility Context Detection with Inertial Signals

B. Caulfield, L. Alcock, Eran Gazit, 2022, 2205.08409.

Fast and robust video-based exercise classification via body pose tracking and scalable multivariate time series classifiers

Darragh F Whelan, Thach Le Nguyen, Kevin McGuinness, 2022, Data Mining and Knowledge Discovery.

Scalable classifier-agnostic channel selection for multivariate time series classification

Thach Le Nguyen, Bhaskar Dhariyal, Georgiana Ifrim, 2022, Data Mining and Knowledge Discovery.

Ranking by Aggregating Referees: Evaluating the Informativeness of Explanation Methods for Time Series Classification

Thach Le Nguyen, Surabhi Agarwal, Trang Thu Nguyen, 2021, AALTD@ECML/PKDD.

Classification of cow diet based on milk Mid Infrared Spectra: A data analysis competition at the “International Workshop on Spectroscopy and Chemometrics 2022”

Thach Le Nguyen, Robert I Williamson, M. Zappaterra, 2022, Chemometrics and Intelligent Laboratory Systems.

Fast Channel Selection for Scalable Multivariate Time Series Classification

Bhaskar Dhariyal, Thach Le Nguyen, Thach Le Nguyen, 2021, AALTD@ECML/PKDD.

Quantifying Jump Height Using Markerless Motion Capture with a Single Smartphone

Timilehin B. Aderinola, B. Caulfield, Georgiana Ifrim, 2023, IEEE Open Journal of Engineering in Medicine and Biology.

Evaluating Explanation Methods for Multivariate Time Series Classification

Thach Le Nguyen, Georgiana Ifrim, D. Serramazza, 2023, 2308.15223.

Walking on common ground: a cross-disciplinary scoping review on the clinical utility of digital mobility outcomes

Brian Mac Namee, Roberta De Michele, Mohand Tahar Kechadi, 2021, npj Digital Medicine.

Evaluating Explanation Methods for Multivariate Time Series Classification

Thach Le Nguyen, Georgiana Ifrim, D. Serramazza, 2023, ArXiv.

An Examination of Wearable Sensors and Video Data Capture for Human Exercise Classification

Thach Le Nguyen, Timilehin B. Aderinola, B. Caulfield, 2023, ECML/PKDD.

Robust Explanation Evaluation for Time Series Classification

Thach Le Nguyen, Georgiana Ifrim, Thu Trang Nguyen, 2023 .

Mobilise-D insights to estimate real-world walking speed in multiple conditions with a wearable device

Brian Mac Namee, Mohand Tahar Kechadi, Sabina Hernandez Penna, 2024, Scientific reports.

MrSQM: Fast Time Series Classiﬁcation with Symbolic Representations and Eﬃcient Sequence Mining

Thach Le Nguyen, Georgiana Ifrim, 2022 .