Music genre classification using explicit semantic analysis. - Kamelia Aryafar; Ali Shokoufandeh (MIRUM, 2011)

Automatic musical genre classification using sparsity-eager support vector machines. - Kamelia Aryafar; Sina Jafarpour; Ali Shokoufandeh (ICPR, 2012)

Multimodal Sparsity-Eager Support Vector Machines for Music Classification. - Kamelia Aryafar; Ali Shokoufandeh (ICMLA, 2014)

Multimodal Music and Lyrics Fusion Classifier for Artist Identification. - Kamelia Aryafar; Ali Shokoufandeh (ICMLA, 2014)

Exploring User Behaviour on Etsy through Dominant Colors. - Kamelia Aryafar; Corey Lynch; Josh Attenberg (ICPR, 2014)

Fusion of Text and Audio Semantic Representations Through CCA. - Kamelia Aryafar; Ali Shokoufandeh (MPRSS, 2014)

Exploring Alternate Modalities for Tag Recommendation. - Kamelia Aryafar; Jerry Soung (MPRSS, 2014)

Camera-Based Lane Marking Detection for ADAS and Autonomous Driving. - Yasamin Alkhorshid; Kamelia Aryafar; Gerd Wanielik; Ali Shokoufandeh (ICIAR, 2015)

Deep Neural Networks: A Case Study for Music Genre Classification. - Arjun Raj Rajanna; Kamelia Aryafar; Ali Shokoufandeh; Raymond W. Ptucha (ICMLA, 2015)

Road Detection through Supervised Classification. - Yasamin Alkhorshid; Kamelia Aryafar; Sven Bauer; Gerd Wanielik (ICMLA, 2016)

Images Don't Lie: Transferring Deep Visual Semantic Features to Large-Scale Multimodal Learning to Rank. - Corey Lynch; Kamelia Aryafar; Josh Attenberg (KDD, 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)

Item Popularity Prediction in E-commerce Using Image Quality Feature Vectors. - Stephen Zakrewsky; Kamelia Aryafar; Ali Shokoufandeh (CoRR, 2016)

An Ensemble-based Approach to Click-Through Rate Prediction for Promoted Listings at Etsy. - Kamelia Aryafar; Devin Guillory; Liangjie Hong (ADKDD@KDD, 2017)

Discovering Style Trends Through Deep Visually Aware Latent Item Embeddings. - Murium Iqbal; Adair Kovac; Kamelia Aryafar (CVPR Workshops, 2018)

A Multimodal Recommender System for Large-scale Assortment Generation in e-Commerce. - Murium Iqbal; Adair Kovac; Kamelia Aryafar (eCOM@SIGIR, 2018)

Style conditioned recommendations. - Murium Iqbal; Kamelia Aryafar; Timothy Anderton (RecSys, 2019)

Production Ranking Systems: A Review. - Murium Iqbal; Nishan Subedi; Kamelia Aryafar (eCOM@SIGIR, 2019)

Workshop on Online and Adaptative Recommender Systems (OARS). - Xiquan Cui; Estelle Afshar; Khalifeh Al Jadda; Srijan Kumar; Julian J. McAuley; Tao Ye 001; Kamelia Aryafar; Vachik S. Dave; Mohammad Korayem (KDD, 2021)

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 001; Kamelia Aryafar; Mohammed Korayem (KDD, 2022)