D-Dupe: An Interactive Tool for Entity Resolution in Social Networks. - Mustafa Bilgic 001; Louis Licamele; Lise Getoor; Ben Shneiderman (GD, 2005)

Capital and benefit in social networks. - Louis Licamele; Mustafa Bilgic 001; Lise Getoor; Nick Roussopoulos (LinkKDD, 2005)

VOILA: Efficient Feature-value Acquisition for Classification. - Mustafa Bilgic 001; Lise Getoor (AAAI, 2007)

Combining Collective Classification and Link Prediction. - Mustafa Bilgic 001; Galileo Namata; Lise Getoor (ICDM Workshops, 2007)

Effective label acquisition for collective classification. - Mustafa Bilgic 001; Lise Getoor (KDD, 2008)

Collective Classification in Network Data. - Prithviraj Sen; Galileo Namata; Mustafa Bilgic 001; Lise Getoor; Brian Gallagher; Tina Eliassi-Rad (AI Mag., 2008)

Interactive Entity Resolution in Relational Data: A Visual Analytic Tool and Its Evaluation. - Hyunmo Kang; Lise Getoor; Ben Shneiderman; Mustafa Bilgic 001; Louis Licamele (IEEE Trans. Vis. Comput. Graph., 2008)

Reflect and correct: A misclassification prediction approach to active inference. - Mustafa Bilgic 001; Lise Getoor (ACM Trans. Knowl. Discov. Data, 2009)

Active Inference for Collective Classification. - Mustafa Bilgic 001; Lise Getoor (AAAI, 2010)

Active Learning for Networked Data. - Mustafa Bilgic 001; Lilyana Mihalkova; Lise Getoor (ICML, 2010)

Cost-sensitive Information Acquisition in Structured Domains. - Mustafa Bilgic 001 (2010)

Collective Classification. - Prithviraj Sen; Galileo Namata; Mustafa Bilgic 001; Lise Getoor (Encyclopedia of Machine Learning, 2010)

Value of Information Lattice: Exploiting Probabilistic Independence for Effective Feature Subset Acquisition. - Mustafa Bilgic 001; Lise Getoor (J. Artif. Intell. Res., 2011)

Dynamic Processing Allocation in Video. - Daozheng Chen; Mustafa Bilgic 001; Lise Getoor; David W. Jacobs (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

Combining Active Learning and Dynamic Dimensionality Reduction. - Mustafa Bilgic 001 (SDM, 2012)

Active query selection for learning rankers. - Mustafa Bilgic 001; Paul N. Bennett (SIGIR, 2012)

Most-Surely vs. Least-Surely Uncertain. - Manali Sharma; Mustafa Bilgic 001 (ICDM, 2013)

Towards anytime active learning: interrupting experts to reduce annotation costs. - Maria Eugenia Ramirez-Loaiza; Aron Culotta; Mustafa Bilgic 001 (IDEA@KDD, 2013)

Anytime Active Learning. - Maria Eugenia Ramirez-Loaiza; Aron Culotta; Mustafa Bilgic 001 (AAAI, 2014)

Dynamic Bayesian Network Modeling of Vascularization in Engineered Tissues. - Caner Komurlu; Jinjian Shao; Mustafa Bilgic 001 (BMA@UAI, 2014)

Active Learning with Rationales for Text Classification. - Manali Sharma; Di Zhuang; Mustafa Bilgic 001 (HLT-NAACL, 2015)

Active Inference and Dynamic Gaussian Bayesian Networks for Battery Optimization in Wireless Sensor Networks. - Caner Komurlu; Mustafa Bilgic 001 (AAAI Workshop: AI for Smart Grids and Smart Buildings, 2016)

Active Learning with Rationales for Identifying Operationally Significant Anomalies in Aviation. - Manali Sharma; Kamalika Das; Mustafa Bilgic 001; Bryan L. Matthews; David Nielsen; Nikunj C. Oza (ECML/PKDD (3), 2016)

Active learning: an empirical study of common baselines. - Maria Eugenia Ramirez-Loaiza; Manali Sharma; Geet Kumar; Mustafa Bilgic 001 (Data Min. Knowl. Discov., 2017)

Evidence-based uncertainty sampling for active learning. - Manali Sharma; Mustafa Bilgic 001 (Data Min. Knowl. Discov., 2017)

Active inference for dynamic Bayesian networks with an application to tissue engineering. - Caner Komurlu; Jinjian Shao; Banu Akar; Elif S. Bayrak; Eric M. Brey; Ali Cinar; Mustafa Bilgic 001 (Knowl. Inf. Syst., 2017)

Collective Classification. - Galileo Namata; Prithviraj Sen; Mustafa Bilgic 001; Lise Getoor (Encyclopedia of Machine Learning and Data Mining, 2017)

Learning with rationales for document classification. - Manali Sharma; Mustafa Bilgic 001 (Mach. Learn., 2018)

Hindsight Analysis of the Chicago Food Inspection Forecasting Model. - Vinesh Kannan; Matthew A. Shapiro; Mustafa Bilgic 001 (CoRR, 2019)

Relational Classification of Biological Cells in Microscopy Images. - Ping Liu 002; Mustafa Bilgic 001 (AAAI, 2021)

The Interaction between Political Typology and Filter Bubbles in News Recommendation Algorithms. - Ping Liu 002; Karthik Shivaram; Aron Culotta; Matthew A. Shapiro; Mustafa Bilgic 001 (WWW, 2021)

Ranking-Constrained Learning with Rationales for Text Classification. - Juanyan Wang; Manali Sharma; Mustafa Bilgic 001 (ACL (Findings), 2022)

Leaders or Followers? A Temporal Analysis of Tweets from IRA Trolls. - Siva K. Balasubramanian; Mustafa Bilgic 001; Aron Culotta; Libby Hemphill; Anita Nikolich; Matthew A. Shapiro (ICWSM, 2022)

Reducing Cross-Topic Political Homogenization in Content-Based News Recommendation. - Karthik Shivaram; Ping Liu 002; Matthew A. Shapiro; Mustafa Bilgic 001; Aron Culotta (RecSys, 2022)

OrganoID: A versatile deep learning platform for tracking and analysis of single-organoid dynamics. - Jonathan M. Matthews; Brooke Schuster; Sara Saheb Kashaf; Ping Liu 002; Rakefet Ben-Yishay; Dana Ishay-Ronen; Evgeny Izumchenko; Le Shen; Christopher R. Weber; Margaret Bielski; Sonia S. Kupfer; Mustafa Bilgic 001; et al. (PLoS Comput. Biol., 2022)

IDGI: A Framework to Eliminate Explanation Noise from Integrated Gradients. - Ruo Yang; Binghui Wang; Mustafa Bilgic 001 (CVPR, 2023)

Context-Aware Feature Selection and Classification. - Juanyan Wang; Mustafa Bilgic 001 (IJCAI, 2023)

The Analysis of the Expected Change in the Classification Probability of the Predicted Label. - Ruo Yang; Ping Liu 002; Mustafa Bilgic 001 (Trans. Mach. Learn. Res., 2023)

Leveraging Local Structure for Improving Model Explanations: An Information Propagation Approach. - Ruo Yang; Binghui Wang; Mustafa Bilgic 001 (CIKM, 2024)

How Does Empowering Users with Greater System Control Affect News Filter Bubbles? - Ping Liu 002; Karthik Shivaram; Aron Culotta; Matthew A. Shapiro; Mustafa Bilgic 001 (ICWSM, 2024)

Characterizing Online Criticism of Partisan News Media Using Weakly Supervised Learning. - Karthik Shivaram; Mustafa Bilgic 001; Matthew A. Shapiro; Aron Culotta (ICWSM, 2024)

Forecasting Political News Engagement on Social Media. - Karthik Shivaram; Mustafa Bilgic 001; Matthew A. Shapiro; Aron Culotta (ICWSM, 2024)