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City Tokyo / Kanagawa / / Company Creative Commons / Google / Yahoo / Intel / NTT Service Evolution Laboratories / / Country Japan / / / Facility National University of Singapore / Japan ∗California Institute of Technology / USA §Osaka University / Columbia University / / IndustryTerm increased search time / k-means algorithm / memory efficient solution / theoretical search cost / search process / image retrieval systems / matrix product / approximation algorithm / search cost / actual image retrieval systems / similarity search / permutation algorithm / graph-based ranking algorithm / search query / search speed decreases / graph-based ranking algorithms / search speed / k-nearest neighbor search / search algorithm / search time / nearest neighbor search / web services / / OperatingSystem Linux / / Organization California Institute of Technology / Columbia University / VLDB Endowment / National University of Singapore / Makoto Onizuka§† †NTT Software Innovation Center / PP APP / Osaka University / / Person Makoto Onizuka / Shari Kuroyama / / Position Uij xj /Uii Matrix Factorization Forward / / Product Modified Cholesky / Incomplete Cholesky / Mogul / / ProvinceOrState Hawaii / / Region East California / / Technology 347 Algorithm / k-means algorithm / permutation algorithm / search algorithm / approximation algorithm / Linux / API / 4.4 Search Algorithm Algorithm / graph-based ranking algorithm / graph-based ranking algorithms / / URL http / SocialTag 
Scaling Manifold Ranking Based Image Retrieval Yasuhiro Fujiwara† , Go Irie‡ , Shari Kuroyama∗ , Makoto Onizuka§† †NTT Software Innovation Center, [removed]Midori-cho Musashino-shi, Tokyo, Japan ‡NTT Service E