Michael Crawford

According to our database, Michael Crawford authored at least 12 papers between 2004 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Importance of Community Engagement in Data Decision Making.

Michael Crawford, Francisca Flores, Marynia Kolak, Amy Hawn Nelson, Malaika Simmons

Big Data, April, 2023

2021

Using Inductive Transfer Learning to Improve Hotel Review Spam Detection.

Michael Crawford, Taghi M. Khoshgoftaar

Proceedings of the 22nd IEEE International Conference on Information Reuse and Integration for Data Science, 2021

2018

Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy.

Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Yinpei Dai, Clare Mansfield, Osman Ramadan, Stefan Ultes, Michael Crawford, Milica Gasic

Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis, 2018

2017

Improving detection of untrustworthy online reviews using ensemble learners combined with feature selection.

Brian Heredia, Taghi M. Khoshgoftaar, Joseph D. Prusa, Michael Crawford

Soc. Netw. Anal. Min., 2017

2016

Cross-Domain Sentiment Analysis: An Empirical Investigation.

Brian Heredia, Taghi M. Khoshgoftaar, Joseph D. Prusa, Michael Crawford

Proceedings of the 17th IEEE International Conference on Information Reuse and Integration, 2016

An Investigation of Ensemble Techniques for Detection of Spam Reviews.

Brian Heredia, Taghi M. Khoshgoftaar, Joseph D. Prusa, Michael Crawford

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Reducing Feature Set Explosion to Facilitate Real-World Review Spam Detection.

Michael Crawford, Taghi M. Khoshgoftaar, Joseph D. Prusa

Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016

Integrating Multiple Data Sources to Enhance Sentiment Prediction.

Brian Heredia, Taghi M. Khoshgoftaar, Joseph D. Prusa, Michael Crawford

Proceedings of the 2nd IEEE International Conference on Collaboration and Internet Computing, 2016

2015

Survey of review spam detection using machine learning techniques.

Michael Crawford, Taghi M. Khoshgoftaar, Joseph D. Prusa, Aaron N. Richter, Hamzah Al Najada

J. Big Data, 2015

Gender Prediction in Random Chat Networks Using Topological Network Structures and Masked Content.

Michael Crawford, Xingquan Zhu

Proceedings of the 2015 IEEE International Conference on Information Reuse and Integration, 2015

Efficient Modeling of User-Entity Preference in Big Social Networks.

Aaron N. Richter, Michael Crawford, Brian Heredia, Taghi M. Khoshgoftaar

Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

2004

Automated 3D Segmentation of the Lung Airway Tree Using Gain-Based Region Growing Approach.

Harbir Singh, Michael Crawford, John P. Curtin, Reyer Zwiggelaar

Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004