Initial training data selection for active learning

Proceedings of the 5th International Confernece on Ubiquitous Information Management and Communication - ICUIMC '11 ◽

10.1145/1968613.1968619 ◽

2011 ◽

Author(s):

Weiwei Yuan ◽

Yongkoo Han ◽

Donghai Guan ◽

Sungyoung Lee ◽

Young-Koo Lee

Keyword(s):

Active Learning ◽

Training Data ◽

Data Selection ◽

Initial Training ◽

Selection For ◽

Training Data Selection

Download Full-text

Data-driven method for training data selection for deep learning

10.3997/2214-4609.202112817 ◽

2021 ◽

Author(s):

C. Lacombe ◽

I. Hammoud ◽

J. Messud ◽

H. Peng ◽

T. Lesieur ◽

...

Keyword(s):

Deep Learning ◽

Training Data ◽

Data Selection ◽

Data Driven ◽

Selection For ◽

Training Data Selection

Download Full-text

Training Data Selection for Optimal Generalization with Noise Variance Reduction in Neural Networks

Perspectives in Neural Computing - Neural Nets WIRN VIETRI-98 ◽

10.1007/978-1-4471-0811-5_14 ◽

1999 ◽

pp. 153-166 ◽

Author(s):

Sethu Vijayakumar ◽

Masashi Sugiyama ◽

Hidemitsu Ogawa

Keyword(s):

Neural Networks ◽

Variance Reduction ◽

Training Data ◽

Data Selection ◽

Noise Variance ◽

Selection For ◽

Training Data Selection

Download Full-text

Training data selection for improving discriminative training of acoustic models

2007 IEEE Workshop on Automatic Speech Recognition & Understanding (ASRU) ◽

10.1109/asru.2007.4430125 ◽

2007 ◽

Author(s):

Shih-Hung Liu ◽

Fang-Hui Chu ◽

Shih-Hsiang Lin ◽

Hung-Shin Lee ◽

Berlin Chen

Keyword(s):

Discriminative Training ◽

Training Data ◽

Data Selection ◽

Acoustic Models ◽

Selection For ◽

Training Data Selection

Download Full-text

Training data selection for acoustic modeling via submodular optimization of joint kullback-leibler divergence

10.21437/interspeech.2015-723 ◽

2015 ◽

Author(s):

Taichi Asami ◽

Ryo Masumura ◽

Hirokazu Masataki ◽

Manabu Okamoto ◽

Sumitaka Sakauchi

Keyword(s):

Training Data ◽

Acoustic Modeling ◽

Data Selection ◽

Submodular Optimization ◽

Leibler Divergence ◽

Selection For ◽

Training Data Selection

Download Full-text

An Improved Method for Training Data Selection for Cross-Project Defect Prediction

Arabian Journal for Science and Engineering ◽

10.1007/s13369-021-06088-3 ◽

2021 ◽

Author(s):

Nayeem Ahmad Bhat ◽

Sheikh Umar Farooq

Keyword(s):

Training Data ◽

Data Selection ◽

Defect Prediction ◽

Improved Method ◽

Selection For ◽

Training Data Selection ◽

Download Full-text

Optimal Training Data Selection in Active Learning for Discrimination and Classification

2020 5th International Conference on Computer and Communication Systems (ICCCS) ◽

10.1109/icccs49078.2020.9118568 ◽

2020 ◽

Author(s):

Xiaojian Xu ◽

Charlie Shay

Keyword(s):

Active Learning ◽

Training Data ◽

Data Selection ◽

Training Data Selection

Download Full-text

Training data selection for cross-project defect prediction

Proceedings of the 9th International Conference on Predictive Models in Software Engineering - PROMISE '13 ◽

10.1145/2499393.2499395 ◽

2013 ◽

Author(s):

Steffen Herbold

Keyword(s):

Training Data ◽

Data Selection ◽

Defect Prediction ◽

Selection For ◽

Training Data Selection ◽

Download Full-text

Automatic training data selection for sensorimotor primitives

Proceedings 2001 IEEE/RSJ International Conference on Intelligent Robots and Systems. Expanding the Societal Role of Robotics in the the Next Millennium (Cat. No.01CH37180) ◽

10.1109/iros.2001.976278 ◽

2002 ◽

Author(s):

A. Larson ◽

R. Voyles

Keyword(s):

Training Data ◽

Data Selection ◽

Selection For ◽

Training Data Selection

Download Full-text

Adaptive, Correlation-Based Training Data Selection for IoT Device Management

2019 Sixth International Conference on Internet of Things: Systems, Management and Security (IOTSMS) ◽

10.1109/iotsms48152.2019.8939220 ◽

2019 ◽

Author(s):

Anders Eivind Braten ◽

Frank Alexander Kraemer ◽

David Palma

Keyword(s):

Training Data ◽

Data Selection ◽

Device Management ◽

Selection For ◽

Training Data Selection

Download Full-text

Training data selection for voice conversion using speaker selection and vector field smoothing

Proceeding of Fourth International Conference on Spoken Language Processing. ICSLP '96 ◽

10.1109/icslp.1996.607875 ◽

2002 ◽

Author(s):

M. Hashimoto ◽

N. Higuchi

Keyword(s):

Vector Field ◽

Training Data ◽

Data Selection ◽

Voice Conversion ◽

Selection For ◽

Training Data Selection ◽

Speaker Selection

Download Full-text