Trafford Crump

According to our database, Trafford Crump authored at least 11 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Explaining Eye Diseases Detected by Machine Learning Using SHAP: A Case Study of Diabetic Retinopathy and Choroidal Nevus.

Esmaeil Shakeri, Trafford Crump, Ezekiel Weis, Emad Mohammed, Roberto Souza, Behrouz H. Far

SN Comput. Sci., September, 2023

Reinforcement Learning based Recommender Systems: A Survey.

Mohammad Mehdi Afsar, Trafford Crump, Behrouz H. Far

ACM Comput. Surv., 2023

Deep Learning-Based Detection and Classification of Uveal Melanoma Using Convolutional Neural Networks and SHAP Analysis.

Esmaeil Shakeri, Emad Mohammed, Trafford Crump, Ezekiel Weis, Carol L. Shields, Sandor R. Ferenczy, Behrouz H. Far

Proceedings of the 24th IEEE International Conference on Information Reuse and Integration for Data Science, 2023

2022

Explainable Analytics to Predict the Quality of Life in Patients with Prostate Cancer from Longitudinal Data.

Fatemeh Sharifi, Emad Mohammed, Trafford Crump, Behrouz H. Far

Appl. Artif. Intell., 2022

Using SHAP Analysis to Detect Areas Contributing to Diabetic Retinopathy Detection.

Esmaeil Shakeri, Trafford Crump, Ezekiel Weis, Roberto Souza, Behrouz Homayoun Far

Proceedings of the 23rd IEEE International Conference on Information Reuse and Integration for Data Science, 2022

Sample Efficiency in Deep Reinforcement Learning based Recommender Systems with Imitation Learning.

Mohammad Mehdi Afsar, Trafford Crump, Behrouz H. Far

Proceedings of the 35th Canadian Conference on Artificial Intelligence, Toronto, Ontario, 2022

2021

A Load Balanced Recommendation Approach.

Mohammad Mehdi Afsar, Trafford Crump, Behrouz H. Far

CoRR, 2021

Important Features Identification for Prostate Cancer Patients Stratification Using Isolation Forest and Interactive Clustering Method.

Emad A. Mohammed, Esmaeil Shakeri, Zahra Shakeri Hossein Abad, Trafford Crump, Behrouz H. Far

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

An Exploration On-demand Article Recommender System for Cancer Patients Information Provisioning.

Mohammad Mehdi Afsar, Trafford Crump, Behrouz H. Far

Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021

2019

A Cluster-Based Machine Learning Model for Large Healthcare Data Analysis.

Fatemeh Sharifi, Emad Mohammed, Trafford Crump, Behrouz H. Far

Proceedings of the Big Data Innovations and Applications, 2019

Energy-Efficient Coalition Formation in Sensor Networks: a Game-Theoretic Approach.

Mohammad Mehdi Afsar, R. Trafford Crump, Behrouz H. Far

Proceedings of the 2019 IEEE Canadian Conference of Electrical and Computer Engineering, 2019