The impact of images on user clicks in product search
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Honglak Lee | Junling Hu | Anjan Goswami | Sung H. Chung | Honglak Lee | Sung H. Chung | A. Goswami | Junling Hu
[1] Bill Triggs,et al. Histograms of oriented gradients for human detection , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).
[2] Vidit Jain,et al. Learning to re-rank: query-dependent image re-ranking using click data , 2011, WWW.
[3] Thomas Hofmann,et al. Greedy Layer-Wise Training of Deep Networks , 2007 .
[4] Matthijs C. Dorst. Distinctive Image Features from Scale-Invariant Keypoints , 2011 .
[5] Corinna Cortes,et al. Support-Vector Networks , 1995, Machine Learning.
[6] Zheng Chen,et al. A novel click model and its applications to online advertising , 2010, WSDM '10.
[7] Dawid Weiss,et al. Predicting Ads' Click-Through Rate with Decision Rules , 2008 .
[8] Geoffrey E. Hinton. Training Products of Experts by Minimizing Contrastive Divergence , 2002, Neural Computation.
[9] Wei Wu,et al. Learning a Robust Relevance Model for Search Using Kernel Methods , 2011, J. Mach. Learn. Res..
[10] Anjan Goswami,et al. A study on the impact of product images on user clicks for online shopping , 2011, WWW.
[11] Alfred O. Hero,et al. Efficient learning of sparse, distributed, convolutional feature representations for object recognition , 2011, 2011 International Conference on Computer Vision.
[12] Joaquin Quiñonero Candela,et al. Web-Scale Bayesian Click-Through rate Prediction for Sponsored Search Advertising in Microsoft's Bing Search Engine , 2010, ICML.
[13] E. Peli. Contrast in complex images. , 1990, Journal of the Optical Society of America. A, Optics and image science.
[14] Yee Whye Teh,et al. A Fast Learning Algorithm for Deep Belief Nets , 2006, Neural Computation.
[15] Atiq Islam,et al. Assessing product image quality for online shopping , 2012, Electronic Imaging.
[16] Audun Jøsang,et al. A survey of trust and reputation systems for online service provision , 2007, Decis. Support Syst..
[17] Yong Yu,et al. Click Prediction for Product Search on C2C Web Sites , 2010, ADMA.
[18] Sabine Süsstrunk,et al. Measuring colorfulness in natural images , 2003, IS&T/SPIE Electronic Imaging.
[19] Xiaoyuan Wu,et al. Predicting the conversion probability for items on C2C ecommerce sites , 2009, CIKM.
[20] Yoshua. Bengio,et al. Learning Deep Architectures for AI , 2007, Found. Trends Mach. Learn..
[21] Evgeniy Gabrilovich,et al. Translating relevance scores to probabilities for contextual advertising , 2009, CIKM.
[22] Ahmed Hassan Awadallah,et al. Beyond DCG: user behavior as a predictor of a successful search , 2010, WSDM '10.
[23] Amarnath Gupta,et al. Virage image search engine: an open framework for image management , 1996, Electronic Imaging.
[24] Jim R. Parker,et al. Algorithms for image processing and computer vision , 1996 .
[25] Andrew Blake,et al. "GrabCut": interactive foreground extraction using iterated graph cuts , 2004, ACM Trans. Graph..
[26] Ben Carterette,et al. Evaluating Search Engines by Modeling the Relationship Between Relevance and Clicks , 2007, NIPS.
[27] Honglak Lee,et al. Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations , 2009, ICML '09.
[28] Nuno Vasconcelos,et al. From Pixels to Semantic Spaces: Advances in Content-Based Image Retrieval , 2007, Computer.
[29] Hema Raghavan,et al. Improving ad relevance in sponsored search , 2010, WSDM '10.
[30] Olivier Chapelle,et al. A dynamic bayesian network click model for web search ranking , 2009, WWW '09.
[31] Honglak Lee,et al. Efficient L1 Regularized Logistic Regression , 2006, AAAI.
[32] Honglak Lee,et al. Sparse deep belief net model for visual area V2 , 2007, NIPS.
[33] Geoffrey E. Hinton,et al. Reducing the Dimensionality of Data with Neural Networks , 2006, Science.
[34] Marc'Aurelio Ranzato,et al. Sparse Feature Learning for Deep Belief Networks , 2007, NIPS.
[35] Benjamin Piwowarski,et al. Predictive user click models based on click-through history , 2007, CIKM '07.
[36] Qiang Wu,et al. Click-through prediction for news queries , 2009, SIGIR.
[37] Eero P. Simoncelli,et al. Natural image statistics and neural representation. , 2001, Annual review of neuroscience.
[38] L. Stoel,et al. On-line product presentation: Effects on mood, perceived risk, and purchase intention , 2005 .
[39] Shumeet Baluja,et al. Pagerank for product image search , 2008, WWW.
[40] Erick Cantú-Paz,et al. Personalized click prediction in sponsored search , 2010, WSDM '10.