Jacob Nogas

According to our database, Jacob Nogas authored at least 8 papers between 2019 and 2021.

Collaborative distances:

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

2021

Spatio-temporal adversarial learning for detecting unseen falls.

Shehroz S. Khan, Jacob Nogas, Alex Mihailidis

Pattern Anal. Appl., 2021

A Pilot Study to Detect Agitation in People Living with Dementia Using Multi-Modal Sensors.

Sofija Spasojevic, Jacob Nogas, Andrea Iaboni, Bing Ye, Alex Mihailidis, A. Wang, S. J. Li, Lori Schindel Martin, Kristine Newman, Shehroz S. Khan

J. Heal. Informatics Res., 2021

Algorithms for Adaptive Experiments that Trade-off Statistical Analysis with Reward: Combining Uniform Random Assignment and Reward Maximization.

Jacob Nogas, Tong Li, Fernando J. Yanez, Arghavan Modiri, Nina Deliu, Ben Prystawski, Sofia S. Villar, Anna N. Rafferty, Joseph Jay Williams

CoRR, 2021

Challenges in Statistical Analysis of Data Collected by a Bandit Algorithm: An Empirical Exploration in Applications to Adaptively Randomized Experiments.

Joseph Jay Williams, Jacob Nogas, Nina Deliu, Hammad Shaikh, Sofia S. Villar, Audrey Durand, Anna N. Rafferty

CoRR, 2021

Using Adaptive Experiments to Rapidly Help Students.

Angela M. Zavaleta Bernuy, Qi Yin Zheng, Hammad Shaikh, Jacob Nogas, Anna N. Rafferty, Andrew Petersen, Joseph Jay Williams

Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021

2020

DeepFall: Non-Invasive Fall Detection with Deep Spatio-Temporal Convolutional Autoencoders.

Jacob Nogas, Shehroz S. Khan, Alex Mihailidis

J. Heal. Informatics Res., 2020

Improving Short and Long-term Learning in an Online Homework System.

Ben Prystawski, Jacob Nogas, Andrew Petersen, Joseph Jay Williams

Proceedings of 4th Educational Data Mining in Computer Science Education (CSEDM) Workshop co-located with the 13th Educational Data Mining Conference (EDM 2020), 2020

2019

Agitation Detection in People Living with Dementia using Multimodal Sensors.

Shehroz S. Khan, Sofija Spasojevic, Jacob Nogas, Bing Ye, Alex Mihailidis, Andrea Iaboni, Angel He Wang, Lori Schindel Martin, Kristine Newman

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019