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会议文集

文集名	Discovering Drift Phenomena in Evolving Landscapes
会议名	1st International Workshop on Discovering Drift Phenomena in Evolving Landscapes (DELTA 2024)
中译名	《第一届国际发现景观演变中的漂移现象讨论会》
会议日期	August 26, 2024
会议地点	Barcelona, Spain
出版年	2025
馆藏号	356538

题名	作者	出版年
Adaptive Machine Learning for Resource-Constrained Environments	Sebastian A. Cajas Ordonez; Jaydeep Samanta; Andres L. Suarez-Cetrulo; Ricardo Simon Carbajo	2025
RoCoNA: A Robust Continual Learning Framework for Alignment of Dynamic Networks Under Distribution Shift and Domain Differences	Shruti Saxena; Joydeep Chandra	2025
CeDFormer: Community Enhanced Transformer for Dynamic Network Embedding	Jiaqi Guo; Tianpeng Li; Minglai Shao; Wenjun Wang; Lin Pan; Xue Chen; Yueheng Sun	2025
On the Impact of Industrial Delays when Mitigating Distribution Drifts: An Empirical Study on Real-World Financial Systems	Thibault Simonetto; Maxime Cordy; Salah Ghamizi; Yves Le Traon; Clement Lefebvre; Andrey Boystov; Anne Goujon	2025
Understanding Knowledge Drift in LLMs Through Misinformation	Alina Fastowski; Gjergji Kasneci	2025
Exploring Concept Drift Visualization and Explanation in Image Streams	Giacomo Ziffer; Emanuele Della Valle	2025
A Synthetic Benchmark to Explore Limitations of Localized Drift Detections	Flavio Giobergia; Eliana Pastor; Luca de Alfaro; Elena Baralis	2025
Unsupervised Concept Drift Detection Based on Parallel Activations of Neural Network	Joanna Komorniczak; Pawel Ksieniewicz	2025
Unsupervised Assessment of Landscape Shifts Based on Persistent Entropy and Topological Preservation	Sebastian Basterrech	2025
Addressing Temporal Dependence, Concept Drifts, and Forgetting in Data Streams	Federico Giannini; Emanuele Della Valle	2025