Phillip Howard

Design of experiments and response surface methodology to tune machine learning hyperparameters, with a random forest case-study

Gustavo A. Lujan-Moreno, Phillip Howard, Omar Rojas et al. · Expert Systems with Applications · 2018 · 166 citations

Computing, Computer Science, Machine Learning +12

TempoQR: Temporal Question Reasoning over Knowledge Graphs

Costas Mavromatis, Prasanna Lakkur Subramanyam, Vassilis N. Ioannidis et al. · 2022 · 61 citations

Computing, Computer Science, Computational Linguistics +14

Cross-Domain Aspect Extraction using Transformers Augmented with Knowledge Graphs

Phillip Howard, Arden Ma, Vasudev Lal et al. · Proceedings of the 31st ACM International Conference on Information & Knowledge Management · 2022 · 17 citations · Full text

Computing, Computer Science, Computational Linguistics +15

InterpreT: An Interactive Visualization Tool for Interpreting Transformers

Vasudev Lal, Arden Ma, Estelle Aflalo et al. · 2021 · 14 citations · Full text

Computing, Computer Science, Linguistics +9

Distinct Variation Pattern Discovery Using Alternating Nonlinear Principal Component Analysis

Phillip Howard, Daniel W. Apley, George C. Runger · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 10 citations

Computing, Computer Science, Data Science +16