Kamelia Aryafar

According to our database, Kamelia Aryafar authored at least 20 papers between 2011 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

2nd Workshop on Online and Adaptive Recommender Systems (OARS).

Xiquan Cui, Vachik S. Dave, Yi Su, Khalifeh Al Jadda, Srijan Kumar, Julian J. McAuley, Tao Ye, Kamelia Aryafar, Mohammed Korayem

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

Workshop on Online and Adaptative Recommender Systems (OARS).

Xiquan Cui, Estelle Afshar, Khalifeh Al Jadda, Srijan Kumar, Julian J. McAuley, Tao Ye, Kamelia Aryafar, Vachik S. Dave, Mohammad Korayem

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2019

Production Ranking Systems: A Review.

Murium Iqbal, Nishan Subedi, Kamelia Aryafar

Proceedings of the SIGIR 2019 Workshop on eCommerce, 2019

Style conditioned recommendations.

Murium Iqbal, Kamelia Aryafar, Timothy Anderton

Proceedings of the 13th ACM Conference on Recommender Systems, 2019

2018

A Multimodal Recommender System for Large-scale Assortment Generation in e-Commerce.

Murium Iqbal, Adair Kovac, Kamelia Aryafar

Proceedings of the SIGIR 2018 Workshop On eCommerce co-located with the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), 2018

Discovering Style Trends Through Deep Visually Aware Latent Item Embeddings.

Murium Iqbal, Adair Kovac, Kamelia Aryafar

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017

An Ensemble-based Approach to Click-Through Rate Prediction for Promoted Listings at Etsy.

Kamelia Aryafar, Devin Guillory, Liangjie Hong

Proceedings of the ADKDD'17, Halifax, NS, Canada, August 13 - 17, 2017, 2017

2016

Item Popularity Prediction in E-commerce Using Image Quality Feature Vectors.

Stephen Zakrewsky, Kamelia Aryafar, Ali Shokoufandeh

CoRR, 2016

Neural Networks with Manifold Learning for Diabetic Retinopathy Detection.

Arjun Raj Rajanna, Kamelia Aryafar, Rajeev S. Ramchandran, Christye Sisson, Ali Shokoufandeh, Raymond W. Ptucha

CoRR, 2016

Images Don't Lie: Transferring Deep Visual Semantic Features to Large-Scale Multimodal Learning to Rank.

Corey Lynch, Kamelia Aryafar, Josh Attenberg

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Road Detection through Supervised Classification.

Yasamin Alkhorshid, Kamelia Aryafar, Sven Bauer, Gerd Wanielik

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

2015

Deep Neural Networks: A Case Study for Music Genre Classification.

Arjun Raj Rajanna, Kamelia Aryafar, Ali Shokoufandeh, Raymond W. Ptucha

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Camera-Based Lane Marking Detection for ADAS and Autonomous Driving.

Yasamin Alkhorshid, Kamelia Aryafar, Gerd Wanielik, Ali Shokoufandeh

Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015

2014

Exploring Alternate Modalities for Tag Recommendation.

Kamelia Aryafar, Jerry Soung

Proceedings of the Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, 2014

Fusion of Text and Audio Semantic Representations Through CCA.

Kamelia Aryafar, Ali Shokoufandeh

Proceedings of the Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, 2014

Exploring User Behaviour on Etsy through Dominant Colors.

Kamelia Aryafar, Corey Lynch, Josh Attenberg

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Multimodal Music and Lyrics Fusion Classifier for Artist Identification.

Kamelia Aryafar, Ali Shokoufandeh

Proceedings of the 13th International Conference on Machine Learning and Applications, 2014

Multimodal Sparsity-Eager Support Vector Machines for Music Classification.

Kamelia Aryafar, Ali Shokoufandeh

Proceedings of the 13th International Conference on Machine Learning and Applications, 2014

2012

Automatic musical genre classification using sparsity-eager support vector machines.

Kamelia Aryafar, Sina Jafarpour, Ali Shokoufandeh

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011

Music genre classification using explicit semantic analysis.

Kamelia Aryafar, Ali Shokoufandeh

Proceedings of the 1st international ACM workshop on Music information retrieval with user-centered and multimodal strategies, Scottsdale, AZ, USA, November 28, 2011