Ian E. Nielsen

11 papers Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	SANEval: Open-Vocabulary Compositional Benchmarks with Failure-mode Diagnosis. CoRR Rishav Pramanik, Ian E. Nielsen, Jeff Smith, Saurav Pandit, Ravi Prakash Ramachandran, Zhaozheng Yin
2025	J	`jnl`	Explainable AI in Genomics: Transcription Factor Binding Site Prediction with Mixture of Experts. CoRR Aakash Tripathi, Ian E. Nielsen, Muhammad Umer, Ravi Prakash Ramachandran, Ghulam Rasool
2025	J	`jnl`	IntActEval: A Continuous Framework for Quantitatively Evaluating Faithfulness of Feature Visualization Methods. IEEE Access Bradley Gathers, Ian E. Nielsen, Keith W. Soules, Ozan Tekben, Ravi Prakash Ramachandran, Nidhal Carla Bouaynaya, Hassan M. Fathallah-Shaykh, Ghulam Rasool
2023	J	`jnl`	EvalAttAI: A Holistic Approach to Evaluating Attribution Maps in Robust and Non-Robust Models. IEEE Access Ian E. Nielsen, Ravi Prakash Ramachandran, Nidhal Bouaynaya, Hassan M. Fathallah-Shaykh, Ghulam Rasool
2023	J	`jnl`	EvalAttAI: A Holistic Approach to Evaluating Attribution Maps in Robust and Non-Robust Models. CoRR Ian E. Nielsen, Ravi Prakash Ramachandran, Nidhal Bouaynaya, Hassan M. Fathallah-Shaykh, Ghulam Rasool
2023	—	`conf`	Targeted Background Removal Creates Interpretable Feature Visualizations. MWSCAS Ian E. Nielsen, Erik Grundeland, Joseph Snedeker, Ravi Prakash Ramachandran, Ghulam Rasool
2023	J	`jnl`	Targeted Background Removal Creates Interpretable Feature Visualizations. CoRR Ian E. Nielsen, Erik Grundeland, Joseph Snedeker, Ghulam Rasool, Ravi Prakash Ramachandran
2023	J	`jnl`	Transformers in Time-Series Analysis: A Tutorial. Circuits Syst. Signal Process. Sabeen Ahmed, Ian E. Nielsen, Aakash Tripathi, Shamoon Siddiqui, Ravi Prakash Ramachandran, Ghulam Rasool
2022	J	`jnl`	Robust Explainability: A tutorial on gradient-based attribution methods for deep neural networks. IEEE Signal Process. Mag. Ian E. Nielsen, Dimah Dera, Ghulam Rasool, Ravi Prakash Ramachandran, Nidhal Carla Bouaynaya
2022	J	`jnl`	Transformers in Time-series Analysis: A Tutorial. CoRR Sabeen Ahmed, Ian E. Nielsen, Aakash Tripathi, Shamoon Siddiqui, Ghulam Rasool, Ravi Prakash Ramachandran
2021	J	`jnl`	Robust Explainability: A Tutorial on Gradient-Based Attribution Methods for Deep Neural Networks. CoRR Ian E. Nielsen, Dimah Dera, Ghulam Rasool, Nidhal Bouaynaya, Ravi Prakash Ramachandran