Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations von Ororbia, Alexander, Mali, Ankur, Giles, C. Lee, Kifer, Daniel

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The number of scholarly documents on the public web von Khabsa, Madian, Giles, C Lee

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Understanding the onset of hot streaks across artistic, cultural, and scientific careers von Liu, Lu, Dehmamy, Nima, Chown, Jillian, Giles, C. Lee, Wang, Dashun

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Hot streaks in artistic, cultural, and scientific careers von Liu, Lu, Wang, Yang, Sinatra, Roberta, Giles, C. Lee, Song, Chaoming, Wang, Dashun

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Screenomics: A Framework to Capture and Analyze Personal Life Experiences and the Ways that Technology Shapes Them von Reeves, Byron, Ram, Nilam, Robinson, Thomas N., Cummings, James J., Giles, C. Lee, Pan, Jennifer, Chiatti, Agnese, Cho, Mj, Roehrick, Katie, Yang, Xiao, Gagneja, Anupriya, Brinberg, Miriam, Muise, Daniel, Lu, Yingdan, Luo, Mufan, Fitzgerald, Andrew, Yeykelis, Leo

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An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks von Wang, Qinglong, Zhang, Kaixuan, Ororbia II, Alexander G., Xing, Xinyu, Liu, Xue, Giles, C. Lee

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Shapley Homology: Topological Analysis of Sample Influence for Neural Networks von Zhang, Kaixuan, Wang, Qinglong, Liu, Xue, Giles, C. Lee

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Automating document classification with distant supervision to increase the efficiency of systematic reviews: A case study on identifying studies with HIV impacts on female sex wor... von Li, Xiaoxiao, Zhang, Amy, Al-Zaidy, Rabah, Rao, Amrita, Baral, Stefan, Bao, Le, Giles, C Lee

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Accessibility of information on the web von Lawrence, Steve, Giles, C. Lee

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Searching the World Wide Web von Lawrence, S, Giles, C.L

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Self-organization and identification of Web communities von Flake, G.W., Lawrence, S., Giles, C.L., Coetzee, F.M.

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Winners Don't Take All: Characterizing the Competition for Links on the Web von Pennock, David M., Flake, Gary W., Lawrence, Steve, Glover, Eric J., Giles, C. Lee

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An Entropy Metric for Regular Grammar Classification and Learning with Recurrent Neural Networks von Zhang, Kaixuan, Wang, Qinglong, Giles, C. Lee

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Digital libraries and autonomous citation indexing von Lawrence, S., Lee Giles, C., Bollacker, K.

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Large Scale Subject Category Classification of Scholarly Papers With Deep Attentive Neural Networks von Kandimalla, Bharath, Rohatgi, Shaurya, Wu, Jian, Giles, C Lee

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A generalized topic modeling approach for automatic document annotation von Tuarob, Suppawong, Pouchard, Line C., Mitra, Prasenjit, Giles, C. Lee

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Noisy Time Series Prediction using Recurrent Neural Networks and Grammatical Inference von Giles, C Lee, Lawrence, Steve, Tsoi, Ah Chung

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Who Gets Acknowledged: Measuring Scientific Contributions through Automatic Acknowledgment Indexing von Giles, C. Lee, Councill, Isaac G., Gray, James N.

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Nonconvex Online Support Vector Machines von Ertekin, Şeyda, Bottou, Léon, Giles, C Lee

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Phrase pair classification for identifying subtopics von Das, Sujatha, Mitra, Prasenjit, Giles, C. Lee

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