{"_id":"7GEcFkcSPRKmnsAgG","bibbaseid":"bayrak-bach-percehierarchicalperturbationbasedcounterfactualexplanationsformultivariatetimeseriesclassification-2025","author_short":["Bayrak, B.","Bach, K."],"bibdata":{"bibtype":"article","type":"article","author":[{"firstnames":["Betül"],"propositions":[],"lastnames":["Bayrak"],"suffixes":[]},{"firstnames":["Kerstin"],"propositions":[],"lastnames":["Bach"],"suffixes":[]}],"title":"PerCE: Hierarchical Perturbation-Based Counterfactual Explanations for Multivariate Time Series Classification","journal":"IEEE Access","volume":"13","pages":"205076–205085","year":"2025","url":"https://doi.org/10.1109/ACCESS.2025.3639125","doi":"10.1109/ACCESS.2025.3639125","timestamp":"Fri, 09 Jan 2026 00:00:00 +0100","biburl":"https://dblp.org/rec/journals/access/BayrakB25.bib","bibsource":"dblp computer science bibliography, https://dblp.org","bibtex":"@article{DBLP:journals/access/BayrakB25,\n author = {Bet{\\\"{u}}l Bayrak and\n Kerstin Bach},\n title = {PerCE: Hierarchical Perturbation-Based Counterfactual Explanations\n for Multivariate Time Series Classification},\n journal = {{IEEE} Access},\n volume = {13},\n pages = {205076--205085},\n year = {2025},\n url = {https://doi.org/10.1109/ACCESS.2025.3639125},\n doi = {10.1109/ACCESS.2025.3639125},\n timestamp = {Fri, 09 Jan 2026 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/access/BayrakB25.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n","author_short":["Bayrak, B.","Bach, K."],"key":"DBLP:journals/access/BayrakB25","id":"DBLP:journals/access/BayrakB25","bibbaseid":"bayrak-bach-percehierarchicalperturbationbasedcounterfactualexplanationsformultivariatetimeseriesclassification-2025","role":"author","urls":{"Paper":"https://doi.org/10.1109/ACCESS.2025.3639125"},"metadata":{"authorlinks":{}}},"bibtype":"article","biburl":"https://dblp.org/pid/03/6214.bib","dataSources":["nqfZGC6dcujCxizZq"],"keywords":[],"search_terms":["perce","hierarchical","perturbation","based","counterfactual","explanations","multivariate","time","series","classification","bayrak","bach"],"title":"PerCE: Hierarchical Perturbation-Based Counterfactual Explanations for Multivariate Time Series Classification","year":2025}