Michael Crawford

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 12

Top Topics

Sentiment Analysis

Top Venues

Soc. Netw. Anal. Min.

Publications

Michael Crawford, Francisca Flores, Marynia Kolak, Amy Hawn Nelson, Malaika Simmons
Importance of Community Engagement in Data Decision Making. Big Data 11 (2) (2023)
Michael Crawford, Taghi M. Khoshgoftaar
Using Inductive Transfer Learning to Improve Hotel Review Spam Detection. IRI (2021)
Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Yinpei Dai, Clare Mansfield, Osman Ramadan, Stefan Ultes, Michael Crawford, Milica Gasic
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy. Louhi@EMNLP (2018)
Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Yinpei Dai, Clare Mansfield, Osman Ramadan, Stefan Ultes, Michael Crawford, Milica Gasic
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy. CoRR (2018)
Brian Heredia, Taghi M. Khoshgoftaar, Joseph D. Prusa, Michael Crawford
Improving detection of untrustworthy online reviews using ensemble learners combined with feature selection. Soc. Netw. Anal. Min. 7 (1) (2017)
Michael Crawford, Taghi M. Khoshgoftaar, Joseph D. Prusa
Reducing Feature Set Explosion to Facilitate Real-World Review Spam Detection. FLAIRS Conference (2016)
Brian Heredia, Taghi M. Khoshgoftaar, Joseph D. Prusa, Michael Crawford
Cross-Domain Sentiment Analysis: An Empirical Investigation. IRI (2016)
Brian Heredia, Taghi M. Khoshgoftaar, Joseph D. Prusa, Michael Crawford
An Investigation of Ensemble Techniques for Detection of Spam Reviews. ICMLA (2016)
Brian Heredia, Taghi M. Khoshgoftaar, Joseph D. Prusa, Michael Crawford
Integrating Multiple Data Sources to Enhance Sentiment Prediction. CIC (2016)
Michael Crawford, Xingquan Zhu
Gender Prediction in Random Chat Networks Using Topological Network Structures and Masked Content. IRI (2015)
Aaron N. Richter, Michael Crawford, Brian Heredia, Taghi M. Khoshgoftaar
Efficient Modeling of User-Entity Preference in Big Social Networks. ICTAI (2015)
Michael Crawford, Taghi M. Khoshgoftaar, Joseph D. Prusa, Aaron N. Richter, Hamzah Al Najada
Survey of review spam detection using machine learning techniques. J. Big Data 2 (2015)
Harbir Singh, Michael Crawford, John P. Curtin, Reyer Zwiggelaar
Automated 3D Segmentation of the Lung Airway Tree Using Gain-Based Region Growing Approach. MICCAI (2) (2004)