Mustafa Bilgic

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 21

Top Venues

CoRR

ICWSM

AAAI

Data Min. Knowl. Discov.

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Karthik Shivaram, Mustafa Bilgic, Matthew A. Shapiro, Aron Culotta
Characterizing Online Criticism of Partisan News Media Using Weakly Supervised Learning. ICWSM (2024)
Ping Liu, Karthik Shivaram, Aron Culotta, Matthew A. Shapiro, Mustafa Bilgic
How Does Empowering Users with Greater System Control Affect News Filter Bubbles? ICWSM (2024)
Karthik Shivaram, Mustafa Bilgic, Matthew A. Shapiro, Aron Culotta
Forecasting Political News Engagement on Social Media. ICWSM (2024)
Juanyan Wang, Mustafa Bilgic
Context-Aware Feature Selection and Classification. IJCAI (2023)
Ruo Yang, Binghui Wang, Mustafa Bilgic
IDGI: A Framework to Eliminate Explanation Noise from Integrated Gradients. CoRR (2023)
Ruo Yang, Binghui Wang, Mustafa Bilgic
IDGI: A Framework to Eliminate Explanation Noise from Integrated Gradients. CVPR (2023)
Ruo Yang, Ping Liu, Mustafa Bilgic
The Analysis of the Expected Change in the Classification Probability of the Predicted Label. Trans. Mach. Learn. Res. 2023 (2023)
Juanyan Wang, Manali Sharma, Mustafa Bilgic
Ranking-Constrained Learning with Rationales for Text Classification. ACL (Findings) (2022)
Siva K. Balasubramanian, Mustafa Bilgic, Aron Culotta, Libby Hemphill, Anita Nikolich, Matthew A. Shapiro
Leaders or Followers? A Temporal Analysis of Tweets from IRA Trolls. CoRR (2022)
Siva K. Balasubramanian, Mustafa Bilgic, Aron Culotta, Libby Hemphill, Anita Nikolich, Matthew A. Shapiro
Leaders or Followers? A Temporal Analysis of Tweets from IRA Trolls. ICWSM (2022)
Karthik Shivaram, Ping Liu, Matthew A. Shapiro, Mustafa Bilgic, Aron Culotta
Reducing Cross-Topic Political Homogenization in Content-Based News Recommendation. RecSys (2022)
Jonathan M. Matthews, Brooke Schuster, Sara Saheb Kashaf, Ping Liu, Rakefet Ben-Yishay, Dana Ishay-Ronen, Evgeny Izumchenko, Le Shen, Christopher R. Weber, Margaret Bielski, Sonia S. Kupfer, Mustafa Bilgic, Andrey Rzhetsky, Savas Tay
OrganoID: A versatile deep learning platform for tracking and analysis of single-organoid dynamics. PLoS Comput. Biol. 18 (11) (2022)
Ping Liu, Mustafa Bilgic
Relational Classification of Biological Cells in Microscopy Images. AAAI (2021)
Ping Liu, Karthik Shivaram, Aron Culotta, Matthew A. Shapiro, Mustafa Bilgic
The Interaction between Political Typology and Filter Bubbles in News Recommendation Algorithms. WWW (2021)
Vinesh Kannan, Matthew A. Shapiro, Mustafa Bilgic
Hindsight Analysis of the Chicago Food Inspection Forecasting Model. CoRR (2019)
Manali Sharma, Mustafa Bilgic
Learning with rationales for document classification. Mach. Learn. 107 (5) (2018)
Manali Sharma, Mustafa Bilgic
Evidence-based uncertainty sampling for active learning. Data Min. Knowl. Discov. 31 (1) (2017)
Caner Komurlu, Jinjian Shao, Banu Akar, Elif S. Bayrak, Eric M. Brey, Ali Cinar, Mustafa Bilgic
Active inference for dynamic Bayesian networks with an application to tissue engineering. Knowl. Inf. Syst. 50 (3) (2017)
Maria Eugenia Ramirez-Loaiza, Manali Sharma, Geet Kumar, Mustafa Bilgic
Active learning: an empirical study of common baselines. Data Min. Knowl. Discov. 31 (2) (2017)
Manali Sharma, Kamalika Das, Mustafa Bilgic, Bryan L. Matthews, David Nielsen, Nikunj C. Oza
Active Learning with Rationales for Identifying Operationally Significant Anomalies in Aviation. ECML/PKDD (3) (2016)
Caner Komurlu, Mustafa Bilgic
Active Inference and Dynamic Gaussian Bayesian Networks for Battery Optimization in Wireless Sensor Networks. AAAI Workshop: AI for Smart Grids and Smart Buildings (2016)
Manali Sharma, Di Zhuang, Mustafa Bilgic
Active Learning with Rationales for Text Classification. HLT-NAACL (2015)
Caner Komurlu, Jinjian Shao, Mustafa Bilgic
Dynamic Bayesian Network Modeling of Vascularization in Engineered Tissues. BMA@UAI (2014)
Maria Eugenia Ramirez-Loaiza, Aron Culotta, Mustafa Bilgic
Anytime Active Learning. AAAI (2014)
Mustafa Bilgic, Lise Getoor
Value of Information Lattice: Exploiting Probabilistic Independence for Effective Feature Subset Acquisition. CoRR (2014)
Maria Eugenia Ramirez-Loaiza, Aron Culotta, Mustafa Bilgic
Towards anytime active learning: interrupting experts to reduce annotation costs. IDEA@KDD (2013)
Manali Sharma, Mustafa Bilgic
Most-Surely vs. Least-Surely Uncertain. ICDM (2013)
Mustafa Bilgic, Paul N. Bennett
Active query selection for learning rankers. SIGIR (2012)
Mustafa Bilgic
Combining Active Learning and Dynamic Dimensionality Reduction. SDM (2012)
Mustafa Bilgic, Lise Getoor
Value of Information Lattice: Exploiting Probabilistic Independence for Effective Feature Subset Acquisition. J. Artif. Intell. Res. 41 (2011)
Daozheng Chen, Mustafa Bilgic, Lise Getoor, David W. Jacobs
Dynamic Processing Allocation in Video. IEEE Trans. Pattern Anal. Mach. Intell. 33 (11) (2011)
Mustafa Bilgic, Lise Getoor
Active Inference for Collective Classification. AAAI (2010)
Mustafa Bilgic, Lilyana Mihalkova, Lise Getoor
Active Learning for Networked Data. ICML (2010)
Mustafa Bilgic, Lise Getoor
Reflect and correct: A misclassification prediction approach to active inference. ACM Trans. Knowl. Discov. Data 3 (4) (2009)
Hyunmo Kang, Lise Getoor, Ben Shneiderman, Mustafa Bilgic, Louis Licamele
Interactive Entity Resolution in Relational Data: A Visual Analytic Tool and Its Evaluation. IEEE Trans. Vis. Comput. Graph. 14 (5) (2008)
Mustafa Bilgic, Lise Getoor
Effective label acquisition for collective classification. KDD (2008)
Prithviraj Sen, Galileo Namata, Mustafa Bilgic, Lise Getoor, Brian Gallagher, Tina Eliassi-Rad
Collective Classification in Network Data. AI Mag. 29 (3) (2008)
Mustafa Bilgic, Lise Getoor
VOILA: Efficient Feature-value Acquisition for Classification. AAAI (2007)
Mustafa Bilgic, Galileo Namata, Lise Getoor
Combining Collective Classification and Link Prediction. ICDM Workshops (2007)
Mustafa Bilgic, Louis Licamele, Lise Getoor, Ben Shneiderman
D-Dupe: An Interactive Tool for Entity Resolution in Social Networks. IEEE VAST (2006)
Mustafa Bilgic, Louis Licamele, Lise Getoor, Ben Shneiderman
D-Dupe: An Interactive Tool for Entity Resolution in Social Networks. Graph Drawing (2005)
Louis Licamele, Mustafa Bilgic, Lise Getoor, Nick Roussopoulos
Capital and benefit in social networks. LinkKDD (2005)

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Publication Activity (10 Years)

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Mustafa Bilgic