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Mustafa Bilgic 0001
Person information
- affiliation: Illinois Institute of Technology, Chicago, IL, USA
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2020 – today
- 2024
- [c27]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: 943-957 - [c26]Karthik Shivaram, Mustafa Bilgic, Matthew A. Shapiro, Aron Culotta:
Characterizing Online Criticism of Partisan News Media Using Weakly Supervised Learning. ICWSM 2024: 1436-1450 - [c25]Karthik Shivaram, Mustafa Bilgic, Matthew A. Shapiro, Aron Culotta:
Forecasting Political News Engagement on Social Media. ICWSM 2024: 1451-1462 - 2023
- [j11]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) - [c24]Ruo Yang, Binghui Wang, Mustafa Bilgic:
IDGI: A Framework to Eliminate Explanation Noise from Integrated Gradients. CVPR 2023: 23725-23734 - [c23]Juanyan Wang, Mustafa Bilgic:
Context-Aware Feature Selection and Classification. IJCAI 2023: 4317-4325 - [i4]Ruo Yang, Binghui Wang, Mustafa Bilgic:
IDGI: A Framework to Eliminate Explanation Noise from Integrated Gradients. CoRR abs/2303.14242 (2023) - 2022
- [j10]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): 1010584 (2022) - [c22]Juanyan Wang
, Manali Sharma, Mustafa Bilgic:
Ranking-Constrained Learning with Rationales for Text Classification. ACL (Findings) 2022: 2034-2046 - [c21]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: 2-11 - [c20]Karthik Shivaram, Ping Liu, Matthew A. Shapiro, Mustafa Bilgic, Aron Culotta:
Reducing Cross-Topic Political Homogenization in Content-Based News Recommendation. RecSys 2022: 220-228 - [i3]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 abs/2204.01790 (2022) - 2021
- [c19]Ping Liu, Mustafa Bilgic:
Relational Classification of Biological Cells in Microscopy Images. AAAI 2021: 344-352 - [c18]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: 3791-3801
2010 – 2019
- 2019
- [i2]Vinesh Kannan, Matthew A. Shapiro, Mustafa Bilgic:
Hindsight Analysis of the Chicago Food Inspection Forecasting Model. CoRR abs/1910.04906 (2019) - 2018
- [j9]Manali Sharma, Mustafa Bilgic
:
Learning with rationales for document classification. Mach. Learn. 107(5): 797-824 (2018) - 2017
- [j8]Manali Sharma, Mustafa Bilgic:
Evidence-based uncertainty sampling for active learning. Data Min. Knowl. Discov. 31(1): 164-202 (2017) - [j7]Maria Eugenia Ramirez-Loaiza, Manali Sharma, Geet Kumar, Mustafa Bilgic:
Active learning: an empirical study of common baselines. Data Min. Knowl. Discov. 31(2): 287-313 (2017) - [j6]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): 917-943 (2017) - [r2]Galileo Namata, Prithviraj Sen, Mustafa Bilgic, Lise Getoor:
Collective Classification. Encyclopedia of Machine Learning and Data Mining 2017: 238-242 - 2016
- [c17]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 - [c16]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: 209-225 - 2015
- [c15]Manali Sharma, Di Zhuang, Mustafa Bilgic:
Active Learning with Rationales for Text Classification. HLT-NAACL 2015: 441-451 - 2014
- [c14]Maria Eugenia Ramirez-Loaiza, Aron Culotta, Mustafa Bilgic:
Anytime Active Learning. AAAI 2014: 2048-2054 - [c13]Caner Komurlu, Jinjian Shao, Mustafa Bilgic:
Dynamic Bayesian Network Modeling of Vascularization in Engineered Tissues. BMA@UAI 2014: 89-98 - [i1]Mustafa Bilgic, Lise Getoor:
Value of Information Lattice: Exploiting Probabilistic Independence for Effective Feature Subset Acquisition. CoRR abs/1401.3881 (2014) - 2013
- [c12]Manali Sharma, Mustafa Bilgic:
Most-Surely vs. Least-Surely Uncertain. ICDM 2013: 667-676 - [c11]Maria Eugenia Ramirez-Loaiza, Aron Culotta, Mustafa Bilgic:
Towards anytime active learning: interrupting experts to reduce annotation costs. IDEA@KDD 2013: 87-94 - 2012
- [c10]Mustafa Bilgic:
Combining Active Learning and Dynamic Dimensionality Reduction. SDM 2012: 696-707 - [c9]Mustafa Bilgic, Paul N. Bennett:
Active query selection for learning rankers. SIGIR 2012: 1033-1034 - 2011
- [j5]Mustafa Bilgic, Lise Getoor:
Value of Information Lattice: Exploiting Probabilistic Independence for Effective Feature Subset Acquisition. J. Artif. Intell. Res. 41: 69-95 (2011) - [j4]Daozheng Chen, Mustafa Bilgic, Lise Getoor, David W. Jacobs:
Dynamic Processing Allocation in Video. IEEE Trans. Pattern Anal. Mach. Intell. 33(11): 2174-2187 (2011) - 2010
- [b1]Mustafa Bilgic:
Cost-sensitive Information Acquisition in Structured Domains. University of Maryland, College Park, MD, USA, 2010 - [c8]Mustafa Bilgic, Lise Getoor:
Active Inference for Collective Classification. AAAI 2010: 1652-1655 - [c7]Mustafa Bilgic, Lilyana Mihalkova, Lise Getoor:
Active Learning for Networked Data. ICML 2010: 79-86 - [r1]Prithviraj Sen, Galileo Namata, Mustafa Bilgic, Lise Getoor:
Collective Classification. Encyclopedia of Machine Learning 2010: 189-193
2000 – 2009
- 2009
- [j3]Mustafa Bilgic, Lise Getoor:
Reflect and correct: A misclassification prediction approach to active inference. ACM Trans. Knowl. Discov. Data 3(4): 20:1-20:32 (2009) - 2008
- [j2]Prithviraj Sen, Galileo Namata, Mustafa Bilgic, Lise Getoor, Brian Gallagher, Tina Eliassi-Rad:
Collective Classification in Network Data. AI Mag. 29(3): 93-106 (2008) - [j1]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): 999-1014 (2008) - [c6]Mustafa Bilgic, Lise Getoor:
Effective label acquisition for collective classification. KDD 2008: 43-51 - 2007
- [c5]Mustafa Bilgic, Lise Getoor:
VOILA: Efficient Feature-value Acquisition for Classification. AAAI 2007: 1225-1230 - [c4]Mustafa Bilgic, Galileo Namata, Lise Getoor:
Combining Collective Classification and Link Prediction. ICDM Workshops 2007: 381-386 - 2006
- [c3]Mustafa Bilgic, Louis Licamele, Lise Getoor, Ben Shneiderman:
D-Dupe: An Interactive Tool for Entity Resolution in Social Networks. IEEE VAST 2006: 43-50 - 2005
- [c2]Mustafa Bilgic, Louis Licamele, Lise Getoor, Ben Shneiderman:
D-Dupe: An Interactive Tool for Entity Resolution in Social Networks. GD 2005: 505-507 - [c1]Louis Licamele, Mustafa Bilgic, Lise Getoor, Nick Roussopoulos:
Capital and benefit in social networks. LinkKDD 2005: 44-51
Coauthor Index
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last updated on 2024-08-02 19:19 CEST by the dblp team
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