Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
Published:
This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.
Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Distributed Concept Drift Detection for Efficient Model Adaptation with Big Data Streams
Published:
Distributed drift detection workflow using DDM algorithm with Apache Spark for scalable model adaptation in big data streams.
Recommended citation: I. Whitehouse, R. Yepez-Lopez, R. Corizzo. "Distributed Concept Drift Detection for Efficient Model Adaptation with Big Data Streams." IEEE Big Data 2023.
Download Paper
Portfolio item number 2
Short description of portfolio item number 2 
publications
Promising Hyperparameter Configurations for Deep Fully Connected Neural Networks to Improve Image Reconstruction in Proton Radiotherapy
Published in IEEE International Conference on Big Data, 2021
Hyperparameter optimization for deep neural networks to classify Compton camera data for proton therapy image reconstruction.
Recommended citation: S.A. York, A.M. Ali, D.C. Lashbrooke Jr., R. Yepez-Lopez, C.A. Barajas, M.K. Gobbert, J.C. Polf. "Promising Hyperparameter Configurations for Deep Fully Connected Neural Networks to Improve Image Reconstruction in Proton Radiotherapy." IEEE Big Data 2021.
Download Paper
Imbalanced Multi-layer Cloud Classification with Advanced Baseline Imager (ABI) and CloudSat/CALIPSO Data
Published in IEEE International Conference on Big Data, 2022
Machine learning approach for 8-class multi-layer cloud classification using NASA satellite imagery with data augmentation for imbalanced data.
Recommended citation: L. Ding, R. Corizzo, N. Ching, S. Login, R. Yepez-Lopez, C. Bellinger, J. Gong, D.L. Wu. "Imbalanced Multi-layer Cloud Classification with Advanced Baseline Imager (ABI) and CloudSat/CALIPSO Data." IEEE Big Data 2022.
Download Paper
LSTM-based Pulmonary Air Leak Forecasting for Chest Tube Management
Published in IEEE International Conference on Big Data, 2022
Deep learning approach using LSTM networks for forecasting air leak resolution in post-operative chest tube patients.
Recommended citation: R. Corizzo, R. Yepez-Lopez, S. Gilbert, N. Japkowicz. "LSTM-based Pulmonary Air Leak Forecasting for Chest Tube Management." IEEE Big Data 2022.
Download Paper
Distributed Concept Drift Detection for Efficient Model Adaptation with Big Data Streams
Published in 2023 IEEE International Conference on Big Data, 2023
Distributed drift detection workflow using DDM algorithm with Apache Spark for scalable model adaptation.
Recommended citation: I. Whitehouse, R. Yepez-Lopez, R. Corizzo. (2023). "Distributed Concept Drift Detection for Efficient Model Adaptation with Big Data Streams." IEEE Big Data 2023.
Download Paper
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.