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A Survey of Deep Active Learning [article]

Pengzhen Ren, Yun Xiao, Xiaojun Chang, Po-Yao Huang, Zhihui Li, Brij B. Gupta, Xiaojiang Chen, Xin Wang
2021 arXiv   pre-print
Deep learning (DL) is greedy for data and requires a large amount of data supply to optimize massive parameters, so that the model learns how to extract high-quality features.  ...  In recent years, due to the rapid development of internet technology, we are in an era of information torrents and we have massive amounts of data.  ...  In 2017 IEEE International Conference on Data Mining (ICDM). 575–584. [245] Donggeun Yoo and In So Kweon. 2019. Learning Loss for Active Learning.  ... 
arXiv:2009.00236v2 fatcat:zuk2doushzhlfaufcyhoktxj7e

FPT Approximation for Constrained Metric k-Median/Means [article]

Dishant Goyal, Ragesh Jaiswal, Amit Kumar
2020 arXiv   pre-print
Since our algorithm is based on simple sampling technique, it can also be converted to a constant-pass log-space streaming algorithm.  ...  In many practical settings of the $k$-median/means problem, one is allowed to open a facility at any client location, i.e., $C \subseteq L$.  ...  Efficient clustering of uncertain data. In Sixth International Conference on Data Mining (ICDM'06), pages 436-445, 2006. PTW01. M. Pál,É. Tardos, and T. Wexler.  ... 
arXiv:2007.11773v1 fatcat:josqnidnabaytcmgdf2wuav2rm

Διερεύνηση της γεωλογικής δομής και της τεκτονικής παραμόρφωσης της Σερβομακεδονικής Μάζας στα όρη των Κερδυλλίων και Βερτίσκου (Βόρεια Ελλάδα)

Αναστάσιος Π. Πλούγαρλης
In recent decades, an effort has been made to review the region occupied by the Hellenic Hinterland, based on laboratory results such as geochemical analyses, radio dating, etc., while classical field  ...  In IEEE International Conference on Data Mining, ICDM 2018, Singapore, November 17-20, 2018, pages 597–606. IEEE Computer Society. Yue Wang, Jing Li, Hou Pong Chan, Irwin King, Michael R.  ...  In Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), December 15-19, 2008, Pisa, Italy, pages 413–422. Fei Tony Liu, Kai Ming Ting, and Zhi-Hua Zhou. 2012.  ... 
doi:10.26262/ fatcat:snneggenqzdnvbl7kn7zpztqqq

Is Urban Space Able to Affect Community Participation? a Research Proposal between Urban Sociology and Environmental Psychology

Luca Bottini
2015 European Journal of Social Sciences Education and Research  
point of view allow us to deepen the relation within spaces and people, measuring several aspect of the impact of space in individual's life, such as place attachment, urban quality perceived, and so on  ...  composed by in-service teachers and researchers, whose members co-plan, co-implement and co-evaluate an educational innovative intervention to improve classroom practices and co-construct new knowledge on  ...  This process often entails other actions such as cocollecting, and co-interpreting data obtained during the processes of planning, implementing and evaluating change; and co-authoring texts to disseminate  ... 
doi:10.26417/ejser.v4i1.p81-86 fatcat:hi7ewbbnb5hlpgq3qtmdzmpgsy

Spatial Risk Assessment of Mosquito-Borne Viral Diseases – Research at the Intersection of Ecology and Epidemiology

Nils Tjaden
Acknowledgements We would like to thank Reinhold Stahlmann for his work on the figures. We  ...  The founding sponsors had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, and in the decision to publish the results.  ...  Modeling experts and novices in citizen science data for species distribution modeling. 2010 IEEE International Conference on Data Mining, 2010 Sydney. DOI: 10.1109/ICDM.2010.103.  ... 
doi:10.15495/epub_ubt_00005174 fatcat:ll32c4dyovghvnjdwz6thyzrru

Machine Learning for Marketing Decision Support

Johannes Sebastian Haupt, Humboldt-Universität Zu Berlin
This dissertation widens the scope of research on predictive modeling by focusing on the intersections of model building with data collection and decision support.  ...  Second, the thesis quantifies the savings potential of efficient experiment design and the monetary cost of an internal principle of data privacy.  ...  Direct Marketing When There Are Voluntary Buyers, In Proceedings of the 6th International Conference on Data Mining (ICDM), Washington, DC, USA, IEEE Computer Society. icdm.2006.54  ... 
doi:10.18452/21554 fatcat:7xcuy76f7rh2rewuxlf4kga4om