Kamelia Aryafar, Ph.D.
Kamelia Aryafar, Ph.D.
Chief Algorithms Officer, Head of Machine Learning/Data Science at Overstock
Verified email at overstock.com
Title
Cited by
Cited by
Year
Images Don't Lie
C Lynch, K Aryafar, J Attenberg
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
522016
Images don't lie: Transferring deep visual semantic features to large-scale multimodal learning to rank
C Lynch, K Aryafar, J Attenberg
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
522016
Deep neural networks: A case study for music genre classification
AR Rajanna, K Aryafar, A Shokoufandeh, R Ptucha
2015 IEEE 14th international conference on machine learning and applications …, 2015
452015
Music genre classification using explicit semantic analysis
K Aryafar, A Shokoufandeh
Proceedings of the 1st international ACM workshop on Music information …, 2011
242011
Automatic musical genre classification using sparsity-eager support vector machines
K Aryafar, S Jafarpour, A Shokoufandeh
Proceedings of the 21st International Conference on Pattern Recognition …, 2012
192012
Item popularity prediction in e-commerce using image quality feature vectors
S Zakrewsky, K Aryafar, A Shokoufandeh
arXiv preprint arXiv:1605.03663, 2016
122016
An ensemble-based approach to click-through rate prediction for promoted listings at Etsy
K Aryafar, D Guillory, L Hong
Proceedings of the ADKDD'17, 1-6, 2017
112017
Road Detection through Supervised Classification
Y Alkhorshid, K Aryafar, S Bauer, G Wanielik
Machine Learning and Applications (ICMLA), 2016 15th IEEE International …, 2017
92017
Multimodal music and lyrics fusion classifier for artist identification
K Aryafar, A Shokoufandeh
2014 13th international conference on machine learning and applications, 506-509, 2014
92014
Camera-based lane marking detection for ADAS and autonomous driving
Y Alkhorshid, K Aryafar, G Wanielik, A Shokoufandeh
International Conference Image Analysis and Recognition, 514-519, 2015
72015
Multimodal pattern recognition of social signals in human-computer-interaction
F Schwenker, S Scherer, L Morency
Lecture Notes in Computer Science 8869, 2015
62015
Multimodal sparsity-eager support vector machines for music classification
K Aryafar, A Shokoufandeh
2014 13th International Conference on Machine Learning and Applications, 405-408, 2014
62014
Fusion of text and audio semantic representations through cca
K Aryafar, A Shokoufandeh
IAPR Workshop on Multimodal Pattern Recognition of Social Signals in Human …, 2014
52014
Style conditioned recommendations
M Iqbal, K Aryafar, T Anderton
Proceedings of the 13th ACM Conference on Recommender Systems, 128-136, 2019
42019
A multimodal recommender system for large-scale assortment generation in e-commerce
M Iqbal, A Kovac, K Aryafar
arXiv preprint arXiv:1806.11226, 2018
42018
A semantic analysis approach to thin-shell ceramic fragment classification
K Aryafar, PL Jeppson
International journal of heritage in the digital era 2 (2), 291-306, 2013
42013
WiCV 2018: The Fourth Women In Computer Vision Workshop
I Demir, D Bazazian, A Romero, V Sharmanska, LP Tchapmi
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
32018
Neural networks with manifold learning for diabetic retinopathy detection
AR Rajanna, K Aryafar, R Ramchandran, C Sisson, A Shokoufandeh, ...
arXiv preprint arXiv:1612.03961, 2016
32016
Exploring user behaviour on etsy through dominant colors
K Aryafar, C Lynch, J Attenberg
2014 22nd International Conference on Pattern Recognition, 1437-1442, 2014
32014
Image Analysis and Recognition: 10th International Conference, ICIAR, Aveiro, Portugal, June 26-28, 2013, Proceedings
M Kamel, A Campilho
Springer, 2013
32013
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