Housam Khalifa Bashier Babiker

According to our database, Housam Khalifa Bashier Babiker authored at least 11 papers between 2017 and 2023.

Collaborative distances:

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

2023

Explaining Autonomous Driving Actions with Visual Question Answering.

Shahin Atakishiyev, Mohammad Salameh, Housam Khalifa Bashier Babiker, Randy Goebel

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

From Intermediate Representations to Explanations: Exploring Hierarchical Structures in NLP.

Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

Neural Networks with Feature Attribution and Contrastive Explanations.

Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Locally Distributed Activation Vectors for Guided Feature Attribution.

Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

A Multi-Component Framework for the Analysis and Design of Explainable Artificial Intelligence.

Mi-Young Kim, Shahin Atakishiyev, Housam Khalifa Bashier Babiker, Nawshad Farruque, Randy Goebel, Osmar R. Zaïane, Mohammad H. Motallebi, Juliano Rabelo, Talat Iqba Syed, Hengshuai Yao, Peter Chun

Mach. Learn. Knowl. Extr., 2021

DISK-CSV: Distilling Interpretable Semantic Knowledge with a Class Semantic Vector.

Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2020

A multi-component framework for the analysis and design of explainable artificial intelligence.

Shahin Atakishiyev, Housam Khalifa Bashier Babiker, Nawshad Farruque, Randy Goebel, M.-Y. Kima, Mohammad H. Motallebi, Juliano Rabelo, Talat Iqba Syed, Osmar R. Zaïane

CoRR, 2020

RANCC: Rationalizing Neural Networks via Concept Clustering.

Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2017

An Introduction to Deep Visual Explanation.

Housam Khalifa Bashier Babiker, Randy Goebel

CoRR, 2017

Using KL-divergence to focus Deep Visual Explanation.

Housam Khalifa Bashier Babiker, Randy Goebel

CoRR, 2017

Facial expression recognition using SVM classification on mic-macro patterns.

Housam Khalifa Bashier Babiker, Randy Goebel, Irene Cheng

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017