Housam Khalifa Bashier Babiker

15 papers A 2B 3Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Feature-level Interaction Explanations in Multimodal Transformers.
CoRR
Yeji Kim, Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel
2025 J jnl
Explainability of Large Language Models: Opportunities and Challenges toward Generating Trustworthy Explanations.
CoRR
Shahin Atakishiyev, Housam Khalifa Bashier Babiker, Jiayi Dai, Nawshad Farruque, Teruaki Hayashi, Nafisa Sadaf Hriti, Md. Abed Rahman, Iain Smith, Mi-Young Kim, Osmar R. Zaïane, Randy Goebel
2024 J jnl
Legal Information Retrieval and Entailment Using Transformer-based Approaches.
Rev. Socionetwork Strateg.
Mi-Young Kim, Juliano Rabelo, Housam Khalifa Bashier Babiker, Md. Abed Rahman, Randy Goebel
2023 — conf
Explaining Autonomous Driving Actions with Visual Question Answering.
ITSC
Shahin Atakishiyev, Mohammad Salameh, Housam Khalifa Bashier Babiker, Randy Goebel
2023 J jnl
Explaining Autonomous Driving Actions with Visual Question Answering.
CoRR
Shahin Atakishiyev, Mohammad Salameh, Housam Khalifa Bashier Babiker, Randy Goebel
2023 A conf
From Intermediate Representations to Explanations: Exploring Hierarchical Structures in NLP.
ECAI
Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel
2022 B conf
Locally Distributed Activation Vectors for Guided Feature Attribution.
COLING
Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel
2022 — conf
Neural Networks with Feature Attribution and Contrastive Explanations.
ECML/PKDD (1)
Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel
2021 J jnl
A Multi-Component Framework for the Analysis and Design of Explainable Artificial Intelligence.
Mach. Learn. Knowl. Extr.
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
2021 A conf
DISK-CSV: Distilling Interpretable Semantic Knowledge with a Class Semantic Vector.
EACL
Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel
2020 J jnl
A multi-component framework for the analysis and design of explainable artificial intelligence.
CoRR
Shahin Atakishiyev, Housam Khalifa Bashier Babiker, Nawshad Farruque, Randy Goebel, M.-Y. Kima, Mohammad H. Motallebi, Juliano Rabelo, Talat Iqba Syed, Osmar R. Zaïane
2020 B conf
RANCC: Rationalizing Neural Networks via Concept Clustering.
COLING
Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel
2017 J jnl
An Introduction to Deep Visual Explanation.
CoRR
Housam Khalifa Bashier Babiker, Randy Goebel
2017 B conf
Facial expression recognition using SVM classification on mic-macro patterns.
ICIP
Housam Khalifa Bashier Babiker, Randy Goebel, Irene Cheng
2017 J jnl
Using KL-divergence to focus Deep Visual Explanation.
CoRR
Housam Khalifa Bashier Babiker, Randy Goebel