引用次数
引用: 6,373
H-指数: 20
I10-指数 : 31
出版物: 54
VOILA: efficient feature-value acquisition for classification
Lise Getoor , Mustafa Bilgic
national conference on artificial intelligence 1225 -1230
34
2007
Active inference for collective classification
Lise Getoor , Mustafa Bilgic
national conference on artificial intelligence 1652 -1655
18
2010
Combining Active Learning and Dynamic Dimensionality Reduction
Mustafa Bilgic
siam international conference on data mining 696 -707
8
2012
Anytime active learning
Maria E. Ramirez-Loaiza , Mustafa Bilgic , Aron Culotta
national conference on artificial intelligence 2048 -2054
10
2014
Value of information lattice: exploiting probabilistic independence for effective feature subset acquisition
Lise Getoor , Mustafa Bilgic
Journal of Artificial Intelligence Research 41 ( 2) 69 -95
18
2011
Active Learning for Networked Data
Lise Getoor , Mustafa Bilgic , Lilyana Mihalkova
international conference on machine learning 79 -86
142
2010
Collective Classification for Text Classification
Galileo Mark Namata , Prithviraj Sen , Mustafa Bilgic , Lise Getoor
Taylor and Francis Group
17
2009
Active Inference and Dynamic Gaussian Bayesian Networks for Battery Optimization in Wireless Sensor Networks
Mustafa Bilgic , Caner Komurlu
national conference on artificial intelligence
9
2016
The Interaction between Political Typology and Filter Bubbles in News Recommendation Algorithms
Mustafa Bilgic , Matthew A. Shapiro , Aron Culotta , Ping Liu
the web conference
2021
Towards anytime active learning: interrupting experts to reduce annotation costs
Maria E. Ramirez-Loaiza , Aron Culotta , Mustafa Bilgic
knowledge discovery and data mining 87 -94
7
2013
Collective Classification
Galileo Namata , Prithviraj Sen , Mustafa Bilgic , Lise Getoor
Encyclopedia of Machine Learning and Data Mining 238 -242
1
2017
Active inference for dynamic Bayesian networks with an application to tissue engineering
Caner Komurlu , Jinjian Shao , Banu Akar , Elif S. Bayrak
Knowledge and Information Systems 50 ( 3) 917 -943
1
2017
Disciplinary Learning From an Authentic Engineering Context
Catherine Langman , Judith Zawojewski , Patricia McNicholas , Ali Cinar
Journal of Pre-College Engineering Education Research 9 ( 1) 77 -94
2
2019
Deep learning reveals hidden variables underlying NF-κB activation in single cells
Parthiv Patel , Nir Drayman , Ping Liu , Mustafa Bilgic
bioRxiv 687848
2
2019
Most-Surely vs. Least-Surely Uncertain
Manali Sharma , Mustafa Bilgic
international conference on data mining 667 -676
16
2013
Learning with rationales for document classification
Manali Sharma , Mustafa Bilgic
Machine Learning 107 ( 5) 797 -824
2
2018
Active inference for retrieval in camera networks
Daozheng Chen , Mustafa Bilgic , Lise Getoor , David Jacobs
2011 IEEE Workshop on Person-Oriented Vision 13 -20
5
2011
Evidence-based uncertainty sampling for active learning
Manali Sharma , Mustafa Bilgic
Data Mining and Knowledge Discovery 31 ( 1) 164 -202
40
2017
Active learning: an empirical study of common baselines
Maria E. Ramirez-Loaiza , Manali Sharma , Geet Kumar , Mustafa Bilgic
Data Mining and Knowledge Discovery 31 ( 2) 287 -313
54
2017
Reflect and correct: A misclassification prediction approach to active inference
Mustafa Bilgic , Lise Getoor
ACM Transactions on Knowledge Discovery From Data 3 ( 4) 20
20
2009
Lise Getoor Galileo Namata Prithviraj Sen Manali Sharma Brian Gallagher Tina Eliassi-Rad Ping Liu Aron Culotta Louis Licamele Matthew A. Shapiro Raymond Mooney Ben Shneiderman Maria E. Ramirez-Loaiza Karthik Shivaram SAVAS TAY Caner Komurlu andrey rzhetsky David W. Jacobs Jonathan Matthews Sonia Kupfer