Concepedia

Iain Melvin

IM

8

Publications

356

Citations

8

H-Index

2007

Active since

Affiliations

University of Washington(Current)

Memorial Sloan Kettering Cancer Center

Columbia University

Princeton University

University of California San Diego

Iain Melvin is an author at University of Washington specializing in deep learning, engineering, and computer science.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceMachine LearningPattern RecognitionImage AnalysisMachine VisionComputer VisionVideo Understanding

Publications per year

2007–2018

8

Publications

8

Attend and Interact: Higher-Order Object Interactions for Video Understanding

Chih‐Yao Ma, Asim Kadav, Iain Melvin et al. · 2018 · 145 citations

Engineering, Machine Learning, Arbitrary Subgroups +17

SVM-Fold: a tool for discriminative multi-class protein fold and superfamily recognition

Iain Melvin, Eugene Ie, Rui Kuang et al. · BMC Bioinformatics · 2007 · 61 citations · Full text

Multi-class Protein Classification Using Adaptive Codes

Iain Melvin, Eugene Ie, Jason Weston et al. · Journal of Machine Learning Research · 2007 · 39 citations

Structured Prediction, Multiple Instance Learning, Engineering +19

Detecting Remote Evolutionary Relationships among Proteins by Large-Scale Semantic Embedding

Iain Melvin, Jason Weston, William Stafford Noble et al. · PLoS Computational Biology · 2011 · 30 citations · Full text

R<scp>ankprop</scp>: a web server for protein remote homology detection

Iain Melvin, Jason Weston, Christina S. Leslie et al. · Bioinformatics · 2008 · 26 citations · Full text

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