Mustafa Bilgic

48 papers A* 11A 8Journal 17Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Cyber-physical-human systems in precision medicine: Advances in artificial pancreas for treatment of diabetes. Annu. Rev. Control. Mohammad Ahmadasas, Emirhan Inanc, Efe Ozkara, Máté Siket, Mudassir M. Rashid, Mustafa Bilgic, Laurie Quinn, Ali Cinar
2024	A	`conf`	Characterizing Online Criticism of Partisan News Media Using Weakly Supervised Learning. ICWSM Karthik Shivaram, Mustafa Bilgic, Matthew A. Shapiro, Aron Culotta
2024	A	`conf`	Forecasting Political News Engagement on Social Media. ICWSM Karthik Shivaram, Mustafa Bilgic, Matthew A. Shapiro, Aron Culotta
2024	A	`conf`	How Does Empowering Users with Greater System Control Affect News Filter Bubbles? ICWSM Ping Liu, Karthik Shivaram, Aron Culotta, Matthew A. Shapiro, Mustafa Bilgic
2024	A	`conf`	Leveraging Local Structure for Improving Model Explanations: An Information Propagation Approach. CIKM Ruo Yang, Binghui Wang, Mustafa Bilgic
2024	J	`jnl`	Leveraging Local Structure for Improving Model Explanations: An Information Propagation Approach. CoRR Ruo Yang, Binghui Wang, Mustafa Bilgic
2023	A*	`conf`	Context-Aware Feature Selection and Classification. IJCAI Juanyan Wang, Mustafa Bilgic
2023	A*	`conf`	IDGI: A Framework to Eliminate Explanation Noise from Integrated Gradients. CVPR Ruo Yang, Binghui Wang, Mustafa Bilgic
2023	J	`jnl`	IDGI: A Framework to Eliminate Explanation Noise from Integrated Gradients. CoRR Ruo Yang, Binghui Wang, Mustafa Bilgic
2023	J	`jnl`	The Analysis of the Expected Change in the Classification Probability of the Predicted Label. Trans. Mach. Learn. Res. Ruo Yang, Ping Liu, Mustafa Bilgic
2022	A	`conf`	Leaders or Followers? A Temporal Analysis of Tweets from IRA Trolls. ICWSM Siva K. Balasubramanian, Mustafa Bilgic, Aron Culotta, Libby Hemphill, Anita Nikolich, Matthew A. Shapiro
2022	J	`jnl`	Leaders or Followers? A Temporal Analysis of Tweets from IRA Trolls. CoRR Siva K. Balasubramanian, Mustafa Bilgic, Aron Culotta, Libby Hemphill, Anita Nikolich, Matthew A. Shapiro
2022	J	`jnl`	OrganoID: A versatile deep learning platform for tracking and analysis of single-organoid dynamics. PLoS Comput. Biol. 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
2022	—	`conf`	Ranking-Constrained Learning with Rationales for Text Classification. ACL (Findings) Juanyan Wang, Manali Sharma, Mustafa Bilgic
2022	A	`conf`	Reducing Cross-Topic Political Homogenization in Content-Based News Recommendation. RecSys Karthik Shivaram, Ping Liu, Matthew A. Shapiro, Mustafa Bilgic, Aron Culotta
2021	A*	`conf`	Relational Classification of Biological Cells in Microscopy Images. AAAI Ping Liu, Mustafa Bilgic
2021	A*	`conf`	The Interaction between Political Typology and Filter Bubbles in News Recommendation Algorithms. WWW Ping Liu, Karthik Shivaram, Aron Culotta, Matthew A. Shapiro, Mustafa Bilgic
2019	J	`jnl`	Hindsight Analysis of the Chicago Food Inspection Forecasting Model. CoRR Vinesh Kannan, Matthew A. Shapiro, Mustafa Bilgic
2018	J	`jnl`	Learning with rationales for document classification. Mach. Learn. Manali Sharma, Mustafa Bilgic
2017	J	`jnl`	Active inference for dynamic Bayesian networks with an application to tissue engineering. Knowl. Inf. Syst. Caner Komurlu, Jinjian Shao, Banu Akar, Elif S. Bayrak, Eric M. Brey, Ali Cinar, Mustafa Bilgic
2017	J	`jnl`	Active learning: an empirical study of common baselines. Data Min. Knowl. Discov. Maria Eugenia Ramirez-Loaiza, Manali Sharma, Geet Kumar, Mustafa Bilgic
2017	—	`ch.`	Collective Classification. Encyclopedia of Machine Learning and Data Mining Galileo Namata, Prithviraj Sen, Mustafa Bilgic, Lise Getoor
2017	J	`jnl`	Evidence-based uncertainty sampling for active learning. Data Min. Knowl. Discov. Manali Sharma, Mustafa Bilgic
2016	—	`conf`	Active Inference and Dynamic Gaussian Bayesian Networks for Battery Optimization in Wireless Sensor Networks. AAAI Workshop: AI for Smart Grids and Smart Buildings Caner Komurlu, Mustafa Bilgic
2016	—	`conf`	Active Learning with Rationales for Identifying Operationally Significant Anomalies in Aviation. ECML/PKDD (3) Manali Sharma, Kamalika Das, Mustafa Bilgic, Bryan L. Matthews, David Nielsen, Nikunj C. Oza
2015	—	`conf`	Active Learning with Rationales for Text Classification. HLT-NAACL Manali Sharma, Di Zhuang, Mustafa Bilgic
2014	A*	`conf`	Anytime Active Learning. AAAI Maria Eugenia Ramirez-Loaiza, Aron Culotta, Mustafa Bilgic
2014	—	`conf`	Dynamic Bayesian Network Modeling of Vascularization in Engineered Tissues. BMA@UAI Caner Komurlu, Jinjian Shao, Mustafa Bilgic
2014	J	`jnl`	Value of Information Lattice: Exploiting Probabilistic Independence for Effective Feature Subset Acquisition. CoRR Mustafa Bilgic, Lise Getoor
2013	A*	`conf`	Most-Surely vs. Least-Surely Uncertain. ICDM Manali Sharma, Mustafa Bilgic
2013	—	`conf`	Towards anytime active learning: interrupting experts to reduce annotation costs. IDEA@KDD Maria Eugenia Ramirez-Loaiza, Aron Culotta, Mustafa Bilgic
2012	A*	`conf`	Active query selection for learning rankers. SIGIR Mustafa Bilgic, Paul N. Bennett
2012	A	`conf`	Combining Active Learning and Dynamic Dimensionality Reduction. SDM Mustafa Bilgic
2011	J	`jnl`	Dynamic Processing Allocation in Video. IEEE Trans. Pattern Anal. Mach. Intell. Daozheng Chen, Mustafa Bilgic, Lise Getoor, David W. Jacobs
2011	J	`jnl`	Value of Information Lattice: Exploiting Probabilistic Independence for Effective Feature Subset Acquisition. J. Artif. Intell. Res. Mustafa Bilgic, Lise Getoor
2010	A*	`conf`	Active Inference for Collective Classification. AAAI Mustafa Bilgic, Lise Getoor
2010	A*	`conf`	Active Learning for Networked Data. ICML Mustafa Bilgic, Lilyana Mihalkova, Lise Getoor
2010	—	`ch.`	Collective Classification. Encyclopedia of Machine Learning Prithviraj Sen, Galileo Namata, Mustafa Bilgic, Lise Getoor
2010	—	`—`	Cost-sensitive Information Acquisition in Structured Domains. Mustafa Bilgic
2009	J	`jnl`	Reflect and correct: A misclassification prediction approach to active inference. ACM Trans. Knowl. Discov. Data Mustafa Bilgic, Lise Getoor
2008	J	`jnl`	Collective Classification in Network Data. AI Mag. Prithviraj Sen, Galileo Namata, Mustafa Bilgic, Lise Getoor, Brian Gallagher, Tina Eliassi-Rad
2008	A*	`conf`	Effective label acquisition for collective classification. KDD Mustafa Bilgic, Lise Getoor
2008	J	`jnl`	Interactive Entity Resolution in Relational Data: A Visual Analytic Tool and Its Evaluation. IEEE Trans. Vis. Comput. Graph. Hyunmo Kang, Lise Getoor, Ben Shneiderman, Mustafa Bilgic, Louis Licamele
2007	—	`conf`	Combining Collective Classification and Link Prediction. ICDM Workshops Mustafa Bilgic, Galileo Namata, Lise Getoor
2007	A*	`conf`	VOILA: Efficient Feature-value Acquisition for Classification. AAAI Mustafa Bilgic, Lise Getoor
2006	—	`conf`	D-Dupe: An Interactive Tool for Entity Resolution in Social Networks. IEEE VAST Mustafa Bilgic, Louis Licamele, Lise Getoor, Ben Shneiderman
2005	—	`conf`	Capital and benefit in social networks. LinkKDD Louis Licamele, Mustafa Bilgic, Lise Getoor, Nick Roussopoulos
2005	A	`conf`	D-Dupe: An Interactive Tool for Entity Resolution in Social Networks. GD Mustafa Bilgic, Louis Licamele, Lise Getoor, Ben Shneiderman