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| [13] | OrganoID: A versatile deep learning platform for tracking and analysis of single-organoid dynamics (Matthews, Jonathan M., Schuster, Brooke, Kashaf, Sara Saheb, Liu, Ping, Ben-Yishay, Rakefet, Ishay-Ronen, Dana, Izumchenko, Evgeny, Shen, Le, Weber, Christopher R., Bielski, Margaret, Kupfer, Sonia S., Bilgic, Mustafa, Rzhetsky, Andrey and Tay, Savaş), In PLOS Computational Biology, Public Library of Science, volume 18, 2022. |
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| [12] | Computer vision reveals hidden variables underlying NF-κB activation in single cells (Parthiv Patel, Nir Drayman, Ping Liu, Mustafa Bilgic and Savaş Tay), In Science Advances, volume 7, 2021. |
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| [11] | Disciplinary learning from an authentic engineering context (Langman, Catherine, Zawojewski, Judith, McNicholas, Patricia, Cinar, Ali, Brey, Eric, Bilgic, Mustafa and Mehdizadeh, Hamidreza), In Journal of Pre-College Engineering Education Research (J-PEER), Purdue University Press, volume 9, 2019. |
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| [10] | Learning with rationales for document classification (Sharma, Manali and Bilgic, Mustafa), In Machine Learning, 2018. |
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| [9] | Evidence-based uncertainty sampling for active learning (Sharma, Manali and Bilgic, Mustafa), In Data Mining and Knowledge Discovery, volume 31, 2017. |
| [8] | Active learning: an empirical study of common baselines (Ramirez-Loaiza, Maria E., Sharma, Manali, Kumar, Geet and Bilgic, Mustafa), In Data Mining and Knowledge Discovery, volume 31, 2017. |
| [7] | Active inference for dynamic Bayesian networks with an application to tissue engineering (Komurlu, Caner, Shao, Jinjian, Akar, Banu, Bayrak, Elif S., Brey, Eric M., Cinar, Ali and Bilgic, Mustafa), In Knowledge and Information Systems, volume 50, 2017. |
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| [6] | Dynamic Processing Allocation in Video (Daozheng Chen, Mustafa Bilgic, Lise Getoor and David Jacobs), In IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Computer Society, volume 33, 2011. |
| [5] | Value of Information Lattice: Exploiting Probabilistic Independence for Effective Feature Subset Acquisition (Bilgic, Mustafa and Getoor, Lise), In Journal of Artificial Intelligence Research (JAIR), volume 41, 2011. |
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| [4] | Collective Classification (Sen, Prithviraj, Namata, Galileo Mark, Bilgic, Mustafa and Getoor, Lise), In Encyclopedia of Machine Learning, 2010. |
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| [3] | Reflect and Correct: A Misclassification Prediction Approach to Active Inference (Bilgic, Mustafa and Getoor, Lise), In ACM Transactions on Knowledge Discovery from Data, volume 3, 2009. |
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| [2] | Collective Classification in Network Data (Sen, Prithviraj, Namata, Galileo Mark, Bilgic, Mustafa, Getoor, Lise, Gallagher, Brian and Eliassi-Rad, Tina), In AI Magazine, volume 29, 2008. |
| [1] | Interactive Entity Resolution in Relational Data: A Visual Analytic Tool and Its Evaluation (Kang, Hyunmo, Getoor, Lise, Shneiderman, Ben and Bilgic, Mustafa and Licamele, Louis), In IEEE Transactions on Visualization and Computer Graphics, volume 14, 2008. |