Explainable Graph Ensemble Learning for Multivariate Time Series Anomaly Detection in Cloud Microservice Architectures.

Bhaskar Dhariyal

Kevin O'Shea Sen Yan 0003 Ming Yu Xianjuan Chen Stefano Mauceri Bhaskar Dhariyal Lei Xu Noel E. O'Connor Mingming Liu 0001 Explainable Graph Ensemble Learning for Multivariate Time Series Anomaly Detection in Cloud Microservice Architectures. 2026 January - March 210-223 14 IEEE Trans. Cloud Comput. 1 https://doi.org/10.1109/TCC.2025.3634737 db/journals/tcc/tcc14.html#OSheaYYCMDXOL26 streams/journals/tcc

Bhaskar Dhariyal Thach Le Nguyen Georgiana Ifrim Scalable classifier-agnostic channel selection for multivariate time series classification. 1010-1054 2023 March 37 Data Min. Knowl. Discov. 2 https://doi.org/10.1007/s10618-022-00909-1 db/journals/datamine/datamine37.html#DhariyalNI23

Bhaskar Dhariyal Thach Le Nguyen Georgiana Ifrim Back to Basics: A Sanity Check on Modern Time Series Classification Algorithms. 205-229 2023 AALTD@ECML/PKDD https://doi.org/10.1007/978-3-031-49896-1_14 conf/aaltd/2023 db/conf/aaltd/aaltd2023.html#DhariyalNI23

Bhaskar Dhariyal Thach Le Nguyen Georgiana Ifrim Back to Basics: A Sanity Check on Modern Time Series Classification Algorithms. 2023 abs/2308.07886 CoRR https://doi.org/10.48550/arXiv.2308.07886 db/journals/corr/corr2308.html#abs-2308-07886

Bhaskar Dhariyal Thach Le Nguyen Georgiana Ifrim Scalable Classifier-Agnostic Channel Selection for MTSC. 2022 abs/2206.09274 CoRR https://doi.org/10.48550/arXiv.2206.09274 db/journals/corr/corr2206.html#abs-2206-09274

Bhaskar Dhariyal Thach Le Nguyen Georgiana Ifrim Fast Channel Selection for Scalable Multivariate Time Series Classification. 36-54 2021 AALTD@ECML/PKDD https://doi.org/10.1007/978-3-030-91445-5_3 conf/aaltd/2021 db/conf/aaltd/aaltd2021.html#DhariyalNI21 Bhaskar Dhariyal Thach Le Nguyen Severin Gsponer Georgiana Ifrim An Examination of the State-of-the-Art for Multivariate Time Series Classification. 243-250 2020 ICDM (Workshops) https://doi.org/10.1109/ICDMW51313.2020.00042 conf/icdm/2020w db/conf/icdm/icdm2020w.html#DhariyalNGI20 Bhaskar Dhariyal Vadlamani Ravi Kumar Ravi 0001 Sentiment analysis via Doc2Vec and Convolutional Neural Network hybrids. 666-671 2018 SSCI https://doi.org/10.1109/SSCI.2018.8628833 conf/ssci/2018 db/conf/ssci/ssci2018.html#DhariyalR018 Xianjuan Chen Severin Gsponer Georgiana Ifrim Mingming Liu 0001 Stefano Mauceri Thach Le Nguyen Noel E. O'Connor Kevin O'Shea Kumar Ravi 0001 Vadlamani Ravi Lei Xu Sen Yan 0003 Ming Yu