Ifrim, Georgiana

7 publications

ECML-PKDD 2025 An Empirical Evaluation of Foundation Models for Multivariate Time Series Classification Pinar Sungu Isiacik, Thach Le Nguyen, Timilehin B. Aderinola, Georgiana Ifrim

ECML-PKDD 2025 TSHAP: Fast and Exact SHAP for Explaining Time Series Classification and Regression Thach Le Nguyen, Georgiana Ifrim

ECML-PKDD 2024 Improving the Evaluation and Actionability of Explanation Methods for Multivariate Time Series Classification Davide Italo Serramazza, Thach Le Nguyen, Georgiana Ifrim

ECML-PKDD 2023 An Examination of Wearable Sensors and Video Data Capture for Human Exercise Classification Ashish Singh, Antonio Bevilacqua, Timilehin B. Aderinola, Thach Le Nguyen, Darragh Whelan, Martin O'Reilly, Brian Caulfield, Georgiana Ifrim

ECML-PKDD 2017 Efficient Sequence Regression by Learning Linear Models in All-Subsequence Space Severin Gsponer, Barry Smyth, Georgiana Ifrim

ECML-PKDD 2016 Topy: Real-Time Story Tracking via Social Tags Gevorg Poghosyan, Muhammad Atif Qureshi, Georgiana Ifrim

ECML-PKDD 2014 Insight4News: Connecting News to Relevant Social Conversations Bichen Shi, Georgiana Ifrim, Neil Hurley