Learning to generalize to new tasks/domains with limited data by Peng, Danni

“…With specific application to incremental updates of recommender systems, where data arriving at different periods can be treated as different tasks, and incrementally updating the recommender system can be seen as a form of CL, it is possible to mine the historical trends from the past tasks to achieve forward transfer, i.e., to improve performance on the current task/period. …”
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Budget efficient online active learning and its applications by Hao, Shuji

“…Due to these advantages, OAL has been widely used in real-world large-scale applications, such as information retrieval, data mining, recommendation system, and so on. However, there are still several problems existing in current OAL designs. …”
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Active learning with applications in biomedical document annotation by Han, Xu

“…However, the building and evaluation of such biomedical text mining systems need a critical requirement of the manually anno- tated corpora; yet the construction process of the corpora is time- consuming and expensive as it requires much yet tedious effort from human annotators. …”
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Yeast9: a consensus genome-scale metabolic model for S. cerevisiae curated by the community by Zhang, Chengyu, Sánchez, Benjamín J., Li, Feiran, Cheng, Eiden Wei Quan, Scott, William T., Liebal, Ulf W., Blank, Lars M., Mengers, Hendrik G., Anton, Mihail, Rangel, Albert Tafur, Mendoza, Sebastián N., Zhang, Lixin, Nielsen, Jens, Lu, Hongzhong, Kerkhoven, Eduard J.

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GPU-based commonsense reasoning for real-time query answering and multimodal analysis by Tran, Ha Nguyen

“…Reasoning and querying information on such kind of representations present two major implementation issues: performance and scalability, due to the fact that many new concepts (mined from the Web or learned through crowd-sourcing) are continuously integrated into the knowledge base. …”
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Design, User Experience, and Usability : UX Research and Design : 10th International Conference, DUXU 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtua... by DUXU (Conference) (10th : 2021 : Online), organiser 643242, Soares, Marcelo Marcio, editor 514932, Rosenzweig, Elizabeth, editor 643243, Marcus, Aaron, 1943-, editor 643244, International Conference on Human-Computer Interaction (23rd : 2021 : Online) issuing body 642922

Geometry guided supervised representation learning for classification by Li, Yue

“…Machine learning is an essential part of artificial intelligence and a useful tool for data mining. Machine learning algorithms learn a mathematical model from the training dataset and use the model to make predictions on the test dataset without using the explicitly programming. …”
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Understanding the role of Enterococcus faecalis in polymicrobial wounds by Davient, Bala

“…Interestingly, through data mining RNA-sequencing (RNA-Seq) datasets of E. faecalis under different nutritional conditions, I discovered that the E. faecalis T7SS gene expression was upregulated in a nutrient-rich environment, independent of the gene expression of the MPT and EET systems. …”
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