The Review of Socionetwork Strategies

Preface for the Special Issue on the Project “Foundation of Innovative Algorithms for Big Data”

Naoki Katoh, Yuya Higashikawa, Hiro Ito, Shun Kataoka, Takuya Kida, Toshiki Saitoh, Tetsuo Shibuya, Kazuyuki Tanaka, Yushi Uno

What Graph Properties Are Constant-Time Testable?

Hiro Ito

Hyperfiniteness of Real-World Networks

Yutaro Honda, Yoshitaka Inoue, Hiro Ito, Munehiko Sasajima, Junichi Teruyama, Yushi Uno

Experimental Evaluation of Approximation and Heuristic Algorithms for Maximum Distance-Bounded Subgraph Problems

Yuichi Asahiro, Tomohiro Kubo, Eiji Miyano

A Survey on Facility Location Problems in Dynamic Flow Networks

Yuya Higashikawa, Naoki Katoh

Partitioning Vertical Evacuation Areas in Umeda Underground Mall to Minimize the Evacuation Completion Time

Ryo Yamamoto, Atsushi Takizawa

Application-Oriented Succinct Data Structures for Big Data

Tetsuo Shibuya

Storing Partitions of Integers in Sublinear Space

Kentaro Sumigawa, Kunihiko Sadakane

Restricted Boltzmann Machine with Multivalued Hidden Variables

Yuuki Yokoyama, Tomu Katsumata, Muneki Yasuda

Bayesian Image Denoising with Multiple Noisy Images

Shun Kataoka, Muneki Yasuda

Sublinear Computational Time Modeling by Momentum-Space Renormalization Group Theory in Statistical Machine Learning Procedures

Kazuyuki Tanaka, Masayuki Ohzeki, Muneki Yasuda

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