Optimal Thresholding of Classifiers to Maximize F1 Measure von Lipton, Zachary C., Elkan, Charles, Naryanaswamy, Balakrishnan

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Learning gene regulatory networks from only positive and unlabeled data von Cerulo, Luigi, Elkan, Charles, Ceccarelli, Michele

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One-Class Remote Sensing Classification From Positive and Unlabeled Background Data von Li, Wenkai, Guo, Qinghua, Elkan, Charles

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Fast Algorithms for Approximating the Singular Value Decomposition von Menon, Aditya Krishna, Elkan, Charles

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Inhibition in Multiclass Classification von Huerta, Ramón, Vembu, Shankar, Amigó, José M., Nowotny, Thomas, Elkan, Charles

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Unsupervised learning of multiple motifs in biopolymers using expectation maximization von Bailey, Timothy L., Elkan, Charles

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A Positive and Unlabeled Learning Algorithm for One-Class Classification of Remote-Sensing Data von Wenkai Li, Qinghua Guo, Elkan, Charles

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Beam search algorithms for multilabel learning von Kumar, Abhishek, Vembu, Shankar, Menon, Aditya Krishna, Elkan, Charles

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Link Prediction via Matrix Factorization von Menon, Aditya Krishna, Elkan, Charles

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Transporter Classification Database: recent advances von Saier, Milton H. Jr, Yen, Ming Ren, Noto, Keith, Tamang, Dorjee G, Elkan, Charles

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Differential privacy based on importance weighting von Ji, Zhanglong, Elkan, Charles

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Learning to Find Relevant Biological Articles without Negative Training Examples von Noto, Keith, Saier, Milton H., Elkan, Charles

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Predicting labels for dyadic data von Menon, Aditya Krishna, Elkan, Charles

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Can we model the probability of presence of species without absence data? von Li, Wenkai, Guo, Qinghua, Elkan, Charles

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The Protein-Protein Interaction tasks of BioCreative III: classification/ranking of articles and linking bio-ontology concepts to full text von Krallinger, Martin, Vazquez, Miguel, Leitner, Florian, Salgado, David, Chatr-Aryamontri, Andrew, Winter, Andrew, Perfetto, Livia, Briganti, Leonardo, Licata, Luana, Iannuccelli, Marta, Castagnoli, Luisa, Cesareni, Gianni, Tyers, Mike, Schneider, Gerold, Rinaldi, Fabio, Leaman, Robert, Gonzalez, Graciela, Matos, Sergio, Kim, Sun, Wilbur, W John, Rocha, Luis, Shatkay, Hagit, Tendulkar, Ashish V, Agarwal, Shashank, Liu, Feifan, Wang, Xinglong, Rak, Rafal, Noto, Keith, Elkan, Charles, Lu, Zhiyong, Dogan, Rezarta Islamaj, Fontaine, Jean-Fred, Andrade-Navarro, Miguel A, Valencia, Alfonso

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Fast recognition of musical genres using RBF networks von Turnbull, D., Elkan, C.

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Guest Editorial for Special Issue KDD’10

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Beam search algorithms for multilabel learning: Special Issue of Selected Papers from ECML-PKDD 2012 von KUMAR, Abhishek, VEMBU, Shankar, KRISHNA MENON, Aditya, ELKAN, Charles

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Fast Algorithms for Approximating the Singular Value Decomposition von Menon, Aditya Krishna, Elkan, Charles

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Deriving TF-IDF as a Fisher Kernel von Elkan, Charles

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