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Metadata supported scale space attention networks for multivariate timeseries prediction
Ravindranath, Manjusha, Candan, K. Selçuk, Appavu, Brian
Published in Data mining and knowledge discovery (01.11.2025)
Published in Data mining and knowledge discovery (01.11.2025)
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Overlapping community detection with a new modularity measure in directed weighted networks
Kumar, Abhinav, Kumari, Anjali, Kumar, Pawan, Dohare, Ravins
Published in Data mining and knowledge discovery (01.11.2025)
Published in Data mining and knowledge discovery (01.11.2025)
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Adaptive multimodal graph learning for knowledge graph completion
Peng, Jie, Shan, Yongxue, Zha, Yongfu, Wang, Xiaodong
Published in Data mining and knowledge discovery (01.11.2025)
Published in Data mining and knowledge discovery (01.11.2025)
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Fastere: a fast framework for entity relation extractions
Zhang, Wenjie, Xu, Tianyang, Hua, Yang, Feng, Zhenhua, Song, Xiaoning
Published in Data mining and knowledge discovery (01.11.2025)
Published in Data mining and knowledge discovery (01.11.2025)
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Stable graph based decision route explanation in siamese neural networks
Saleem, Rabia, Anjum, Ashiq, Yuan, Bo, Liu, Lu
Published in Data mining and knowledge discovery (01.11.2025)
Published in Data mining and knowledge discovery (01.11.2025)
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An attention matrix for every decision: faithfulness-based arbitration among multiple attention-based interpretations of transformers in text classification
Mylonas, Nikolaos, Mollas, Ioannis, Tsoumakas, Grigorios
Published in Data mining and knowledge discovery (01.01.2024)
Published in Data mining and knowledge discovery (01.01.2024)
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Design and evaluation of highly accurate smart contract code vulnerability detection framework
Jeon, Sowon, Lee, Gilhee, Kim, Hyoungshick, Woo, Simon S.
Published in Data mining and knowledge discovery (01.05.2024)
Published in Data mining and knowledge discovery (01.05.2024)
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Federated singular value decomposition for high-dimensional data
Hartebrodt, Anne, Röttger, Richard, Blumenthal, David B.
Published in Data mining and knowledge discovery (01.05.2024)
Published in Data mining and knowledge discovery (01.05.2024)
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Marginal effects for non-linear prediction functions
Scholbeck, Christian A., Casalicchio, Giuseppe, Molnar, Christoph, Bischl, Bernd, Heumann, Christian
Published in Data mining and knowledge discovery (01.09.2024)
Published in Data mining and knowledge discovery (01.09.2024)
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Model-agnostic variable importance for predictive uncertainty: an entropy-based approach
Wood, Danny, Papamarkou, Theodore, Benatan, Matt, Allmendinger, Richard
Published in Data mining and knowledge discovery (01.11.2024)
Published in Data mining and knowledge discovery (01.11.2024)
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GeoRF: a geospatial random forest
Geerts, Margot, vanden Broucke, Seppe, De Weerdt, Jochen
Published in Data mining and knowledge discovery (01.11.2024)
Published in Data mining and knowledge discovery (01.11.2024)
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Robust explainer recommendation for time series classification
Nguyen, Thu Trang, Le Nguyen, Thach, Ifrim, Georgiana
Published in Data mining and knowledge discovery (01.11.2024)
Published in Data mining and knowledge discovery (01.11.2024)
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Reliable early classification of time series based on discriminating the classes over time
Mori, Usue, Mendiburu, Alexander, Keogh, Eamonn, Lozano, Jose A.
Published in Data mining and knowledge discovery (01.01.2017)
Published in Data mining and knowledge discovery (01.01.2017)
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Syntheval: a framework for detailed utility and privacy evaluation of tabular synthetic data
Lautrup, Anton D., Hyrup, Tobias, Zimek, Arthur, Schneider-Kamp, Peter
Published in Data mining and knowledge discovery (01.01.2025)
Published in Data mining and knowledge discovery (01.01.2025)
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MIRACLE: Malware image recognition and classification by layered extraction
Alam, Inzamamul, Samiullah, Md, Asaduzzaman, S M, Kabir, Upama, Aahad, A. M., Woo, Simon S.
Published in Data mining and knowledge discovery (01.01.2025)
Published in Data mining and knowledge discovery (01.01.2025)
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Fast and robust video-based exercise classification via body pose tracking and scalable multivariate time series classifiers
Singh, Ashish, Bevilacqua, Antonio, Nguyen, Thach Le, Hu, Feiyan, McGuinness, Kevin, O’Reilly, Martin, Whelan, Darragh, Caulfield, Brian, Ifrim, Georgiana
Published in Data mining and knowledge discovery (01.03.2023)
Published in Data mining and knowledge discovery (01.03.2023)
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Sequence graph transform (SGT): a feature embedding function for sequence data mining
Ranjan, Chitta, Ebrahimi, Samaneh, Paynabar, Kamran
Published in Data mining and knowledge discovery (01.03.2022)
Published in Data mining and knowledge discovery (01.03.2022)
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A comparative evaluation of clustering-based outlier detection
Sánchez Vinces, Braulio V., Schubert, Erich, Zimek, Arthur, Cordeiro, Robson L. F.
Published in Data mining and knowledge discovery (01.03.2025)
Published in Data mining and knowledge discovery (01.03.2025)
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