Homa Alemzadeh

Artificial Intelligence · 2015–2016

A researcher in the Science corpus: 4 papers; trusts 16 researchers and is trusted by 7 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 23 citations into it; #16,823 of 35,345 by trust here, #17,110 by citations
• Surgery — 12 citations into it; #1,082 of 1,106 by trust here, #937 by citations
• Biomedical Engineering — 11 citations into it
• Computer Vision and Pattern Recognition — 10 citations into it
• Information Systems — 8 citations into it
• Safety, Robustness & Interpretability — 6 citations into it; #1,109 of 2,251 by trust here, #1,481 by citations

Whom Homa Alemzadeh trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Kush R. Varshney
2. Nancy G. Leveson
3. Dmitry M. Malioutov
4. Carol E. Reiley
5. Niklas Möller
6. Izhak Shafran
7. Vladimir Naumovich Vapnik
8. Gregory Hager
9. Gary M. Weiss
10. Kiri L. Wagstaff

Who trusts Homa Alemzadeh overall

1. Kush R. Varshney
2. Cynthia Rudin
3. Adrian Weller
4. Eyke Hüllermeier
5. Finale Doshi-Velez

Papers from Homa Alemzadeh's perspective

Ordered by how strongly the researchers Homa Alemzadeh trusts endorse each paper. Same corpus, a different order for every researcher.

1. Motion generation of robotic surgical tasks: Learning from expert demonstrations
2. Adverse Events in Robotic Surgery: A Retrospective Study of 14 Years of FDA Data
3. Comprehensible classification models: a position paper
4. Exact Rule Learning via Boolean Compressed Sensing
5. Big Data's Disparate Impact
6. Toward a perception-based theory of probabilistic reasoning with imprecise probabilities
7. The Limits of Abstract Evaluation Metrics: The Case of Hate Speech Detection
8. Raven-II: An Open Platform for Surgical Robotics Research (IEEE Transactions on Biomedical Engineering)
9. Engineering a Safer World: Systems Thinking Applied to Safety
10. Domain Adaptation for Statistical Classifiers

Their papers

• On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data Products (2016) — 252 citations
• Data-driven resiliency assessment of medical cyber-physical systems (2016) — 4 citations
• Adverse Events in Robotic Surgery: A Retrospective Study of 14 Years of FDA Data (2015) — 377 citations
• Systems-Theoretic Safety Assessment of Robotic Telesurgical Systems (2015) — 45 citations