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K

Katharina Dost

university of canterbury

4H指数
33论文数
76被引数
收录论文 10
发表时间
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Less is More: Unlabeled Data Selection for Efficient Tabular Self-supervised Learning少即是多：用于高效表格自监督学习的未标记数据选择
errMachine Learning
IF2.9
err2026-08-29
err0
errOAAI
errSintija Stevanoska; Christian L. Camacho Villalón; Sašo Džeroski; Katharina Dost
err分享
err收藏
Self-purification: Enhancing adversarial defense by leveraging local relative robustness自净：通过利用局部相对鲁棒性来增强对抗防御
errExpert Systems with Applications
IF7.5
err2026-02-27
err0
PREAI
errRui Zhang; Jörg Wicker; Katharina Dost; Qinli Yang; Zeyu Chen; Junming Shao
err分享
err收藏
Freshwater Modeling in Aotearoa New Zealand: Current Practice and Future Directions新西兰奥塔哥地区淡水模型：当前实践与未来方向
errEnvironmental Modelling & Software
IF4.6
err2025-12-05
err0
PREAI
errKatharina Dost; Kohji Muraoka; Anne-Gaelle Ausseil; Rubianca Benavidez; Brendon Blue; Nic Conland; Chris Daughney; Annette Semadeni-Davies; Linh Hoang; Anna Hooper; Theodore Alfred Kpodonu; Tapuwa Marapara; Richard McDowell; Trung Nguyen; Dang Anh Nguyet; Ned Norton; Deniz Özkundakci; Lisa Pearson; James Rolinson; Ra Smith
err分享
err收藏
Assessing the risk of discriminatory bias in classification datasets评估分类数据集中歧视性偏差的风险
errMachine Learning
IF2.9
err2025-08-06
err0
errOAAI
errKejun Dai; Jonathan Kim; Sašo Džeroski; Jörg Wicker; Gillian Dobbie; Katharina Dost
err分享
err收藏
Forecasting severe respiratory disease hospitalizations using machine learning algorithms
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2024-10-09
err0
errOAAI
errAlbrecht, Steffen; Broderick, David; Dost, Katharina; Cheung, Isabella; Nghiem, Nhung; Wu, Milton; Zhu, Johnny; Poonawala-Lohani, Nooriyan; Jamison, Sarah; Rasanathan, Damayanthi; Huang, Sue; Trenholme, Adrian; Stanley, Alicia; Lawrence, Shirley; Marsh, Samantha; Castelino, Lorraine; Paynter, Janine; Turner, Nikki; Mcintyre, Peter; Riddle, Patricia; Grant, Cameron; Dobbie, Gillian; Wicker, Joerg Simon
err分享
err收藏
Advancements in biotransformation pathway prediction: enhancements, datasets, and novel functionalities in enviPath
errJOURNAL OF CHEMINFORMATICS
IF5.7
err2024-08-06
err2
errOAAI
errHafner, Jasmin; Lorsbach, Tim; Schmidt, Sebastian; Brydon, Liam; Dost, Katharina; Zhang, Kunyang; Fenner, Kathrin; Wicker, Joerg
err分享
err收藏
Regional bias in monolingual English language models单语英语语言模型中的区域偏差
errMACHINE LEARNING
IF2.9
err2024-07-09
err0
errOAAI
errLyu, Jiachen; Dost, Katharina; Koh, Yun Sing; Wicker, Jorg
err分享
err收藏
AdductHunter: identifying protein-metal complex adducts in mass spectra
errJOURNAL OF CHEMINFORMATICS
IF5.7
err2024-02-06
err1
errOAAI
errLong, Derek; Eade, Liam; Sullivan, Matthew P.; Dost, Katharina; Meier-Menches, Samuel M.; Goldstone, David C.; Hartinger, Christian G.; Wicker, Jorg S.; Taskova, Katerina
err分享
err收藏
Combatting over-specialization bias in growing chemical databases
errJOURNAL OF CHEMINFORMATICS
IF5.7
err2023-05-19
err3
errOAAI
errDost, Katharina; Pullar-Strecker, Zac; Brydon, Liam; Zhang, Kunyang; Hafner, Jasmin; Riddle, Patricia J.; Wicker, Joerg S.
err分享
err收藏
Hitting the target: stopping active learning at the cost-based optimum
errMACHINE LEARNING
IF2.9
err2022-10-14
err4
errOAAI
errPullar-Strecker, Zac; Dost, Katharina; Frank, Eibe; Wicker, Joerg
err分享
err收藏

研究方向

暂无研究方向
合作学者
合作期刊
C
Christian G. Hartinger
H 指数: 75 · 论文数: 546
S
Sašo Džeroski
H 指数: 64 · 论文数: 601
R
R. W. McDowell
H 指数: 64 · 论文数: 361
E
Eibe Frank
H 指数: 63 · 论文数: 237
P
Peter McIntyre
H 指数: 61 · 论文数: 545
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