Kilho Shin

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 45

Top Topics

Homomorphic Encryption

Bipartite Networks

Feature Selection

Top Venues

Publications

Kilho Shin, Takenobu Seito, Chris Liu
Towards Federated Learning by Kernels. ICMRE (2024)
Yu Morikawa, Kilho Shin, Masataka Kubouchi, Hiroaki Ohshima
Prediction of specific surface area of metal-organic frameworks by graph kernels. J. Supercomput. 80 (9) (2024)
Kilho Shin, Chris Liu, Katsuyuki Maeda, Hiroaki Ohshima
BornFS: Feature Selection with Balanced Relevance and Nuisance and Its Application to Very Large Datasets. ICAART (3) (2024)
Shinji Ono, Jun Takata, Masaharu Kataoka, Tomohiro I, Kilho Shin, Hiroshi Sakamoto
Privacy-Preserving Feature Selection with Fully Homomorphic Encryption. Algorithms 15 (7) (2022)
Kilho Shin, Taichi Ishikawa, Yu-Lu Liu, David Lawrence Shepard
Learning DOM Trees of Web Pages by Subpath Kernel and Detecting Fake e-Commerce Sites. Mach. Learn. Knowl. Extr. 3 (1) (2021)
Shinji Ono, Jun Takata, Masaharu Kataoka, Tomohiro I, Kilho Shin, Hiroshi Sakamoto
Privacy-Preserving Multiparty Protocol for Feature Selection Problem. CoRR (2021)
Takako Hashimoto, David Lawrence Shepard, Tetsuji Kuboyama, Kilho Shin, Ryota Kobayashi, Takeaki Uno
Analyzing temporal patterns of topic diversity using graph clustering. J. Supercomput. 77 (5) (2021)
Maciej Huk, Kilho Shin, Tetsuji Kuboyama, Takako Hashimoto
Random Number Generators in Training of Contextual Neural Networks. ACIIDS (2021)
Kilho Shin, Dave Shepard
Morphism-Based Learning for Structured Data. AAAI (2020)
Takako Hashimoto, Kilho Shin, David Lawrence Shepard, Tetsuji Kuboyama
Indonesian Gender Equality Survey Analysis Using Feature Selection Based Clustering. iCAST (2020)
Taichi Ishikawa, Yu-Lu Liu, David Lawrence Shepard, Kilho Shin
Machine learning for tree structures in fake site detection. ARES (2020)
Kilho Shin, Kenta Okumoto, David Lawrence Shepard, Akira Kusaba, Takako Hashimoto, Jorge Amari, Keisuke Murota, Junnosuke Takai, Tetsuji Kuboyama, Hiroaki Ohshima
Unsupervised Feature Value Selection Based on Explainability. ICAART (Revised Selected Papers) (2020)
Kilho Shin, Liliana Pérez-Nordtvedt
Knowledge acquisition efficiency, strategic renewal frequency and firm performance in high velocity environments. J. Knowl. Manag. 24 (9) (2020)
Kilho Shin, Kenta Okumoto, David Lawrence Shepard, Tetsuji Kuboyama, Takako Hashimoto, Hiroaki Ohshima
A Fast Algorithm for Unsupervised Feature Value Selection. ICAART (2) (2020)
Takako Hashimoto, Akira Kusaba, Dave Shepard, Tetsuji Kuboyama, Kilho Shin, Takeaki Uno
Twitter Topic Progress Visualization using Micro-clustering. ICPRAM (2020)
Akira Kusaba, Takako Hashimoto, Kilho Shin, David Lawrence Shepard, Tetsuji Kuboyama
Unsupervised Clustering based on Feature-value / Instance Transposition Selection. TENCON (2020)
Yohei Yoshimoto, Masaharu Kataoka, Yoshimasa Takabatake, Tomohiro I, Kilho Shin, Hiroshi Sakamoto
Faster Privacy-Preserving Computation of Edit Distance with Moves. WALCOM (2020)
David Lawrence Shepard, Takako Hashimoto, Kilho Shin, Takeaki Uno, Tetsuji Kuboyama
Unsupervised Rumor Detection on Twitter using Topic Homogeneity. DH (2020)
Akira Kusaba, Kilho Shin, Dave Shepard, Tetsuji Kuboyama
Predictive Nonlinear Modeling by Koopman Mode Decomposition. ICDM (Workshops) (2020)
Katsurou Takahashi, Hiroaki Ohshima, Kilho Shin
Generating Anthropomorphism of Subject and Verb by Transformation Matrix. iiWAS (2019)
Tianyu Zhang, Lei Zhu, Qian Zhao, Kilho Shin
Neural Networks Weights Quantization: Target None-retraining Ternary (TNT). CoRR (2019)
Tianyu Zhang, Lei Zhu, Qian Zhao, Kilho Shin
Neural Networks Weights Quantization: Target None-retraining Ternary (TNT). EMC2@NeurIPS (2019)
Shusuke Morimoto, Hajime Kawamukai, Kilho Shin
Prediction of Crime Occurrence using Information Propagation Model and Gaussian Process. AsiaJCIS (2019)
Takako Hashimoto, Takeaki Uno, Tetsuji Kuboyama, Kilho Shin, Dave Shepard
Time Series Topic Transition Based on Micro-Clustering. BigComp (2019)
Naoki Muramoto, Hiromi Shiraga, Kilho Shin, Hiroaki Ohshima
Fatten Features and Drop Wastes: Finding Repeaters' Reviews by Feature Generation and Feature Selection. iiWAS (2019)
Adrian Pino Angulo, Kilho Shin
Mrmr+ and Cfs+ feature selection algorithms for high-dimensional data. Appl. Intell. 49 (5) (2019)
Yohei Yoshimoto, Masaharu Kataoka, Yoshimasa Takabatake, Tomohiro I, Kilho Shin, Hiroshi Sakamoto
Faster Privacy-Preserving Computation of Edit Distance with Moves. CoRR (2019)
Kilho Shin, Taro Niiyama
Parameterized Mapping Distances for Semi-Structured Data. ICAART (Revised Selected Papers) (2018)
Shunta Nakagawa, Tokio Sakamoto, Yoshimasa Takabatake, Tomohiro I, Kilho Shin, Hiroshi Sakamoto
Privacy-Preserving String Edit Distance with Moves. SISAP (2018)
Kilho Shin, Taichi Ishikawa
Linear-time algorithms for the subpath kernel. CPM (2018)
Kilho Shin, Taro Niiyama
The Mapping Distance - a Generalization of the Edit Distance - and its Application to Trees. ICAART (2) (2018)
Adrian Pino Angulo, Kilho Shin, Camilo Velázquez-Rodríguez
Improving the genetic bee colony optimization algorithm for efficient gene selection in microarray data. Prog. Artif. Intell. 7 (4) (2018)
Tianyu Zhang, Qian Zhao, Kilho Shin, Yukikazu Nakamoto
Bayesian-Optimization-Based Peak Searching Algorithm for Clustering in Wireless Sensor Networks. J. Sens. Actuator Networks 7 (1) (2018)
Kilho Shin
On Infinite Divisibility of Convolution and Mapping Kernels. Fundam. Informaticae 152 (1) (2017)
Takako Hashimoto, Tetsuji Kuboyama, Hiroshi Okamoto, Kilho Shin
Topic Extraction from Millions of Tweets Based on Community Detection in Bipartite Networks. EJC (2017)
Kilho Shin, Tetsuji Kuboyama, Tetsuhiro Miyahara, Kenji Tanaka
Multiple Alignments of Data Objects and Generalized Center Star Algorithm. FSDM (2017)
Takako Hashimoto, Hiroshi Okamoto, Tetsuji Kuboyama, Kilho Shin
Topic life cycle extraction from big Twitter data based on community detection in bipartite networks. IEEE BigData (2017)
Kilho Shin, Tetsuji Kuboyama, Takako Hashimoto, Dave Shepard
sCwc/sLcc: Highly Scalable Feature Selection Algorithms. Inf. 8 (4) (2017)
David Lawrence Shepard, Takako Hashimoto, Hiroshi Okamoto, Tetsuji Kuboyama, Kilho Shin
Missionaries, Politicians, and Boy Bands: Onlooker Behavior on Twitter During the Nepal, Kumamoto, and Ecuador Earthquakes. DH (2017)
Takako Hashimoto, Tetsuji Kuboyama, Hiroshi Okamoto, Kilho Shin
Topic Extraction on Twitter Considering Author's Role Based on Bipartite Networks. DS (2017)
Adrian Pino Angulo, Kilho Shin
Improving Classification Accuracy by Means of the Sliding Window Method in Consistency-Based Feature Selection. DS (2017)
David Lawrence Shepard, Takako Hashimoto, Tetsuji Kuboyama, Kilho Shin
What Do Boy Bands Tell Us About Disasters? The Social Media Response to the Nepal Earthquake. DH (2016)
Kilho Shin, Seiya Miyazaki
A Fast and Accurate Feature Selection Algorithm Based on Binary Consistency Measure. Comput. Intell. 32 (4) (2016)
Jia-Chang Xu, Kilho Shin, Yu-Lu Liu
Detecting Fake Sites based on HTML Structure Analysis. ICCNS (2016)
Takako Hashimoto, Dave Shepard, Tetsuji Kuboyama, Kilho Shin
Topic Extraction Method from Millions of Tweets Based on Fast Feature Selection Technique CWC. ICDM Workshops (2016)
Kilho Shin, Adrian Pino Angulo
A Geometric Theory of Feature Selection and Distance-Based Measures. IJCAI (2015)
Adrian Pino Angulo, Kilho Shin
Fast and Accurate Steepest-Descent Consistency-Constrained Algorithms for Feature Selection. MOD (2015)
Kilho Shin
Tree Edit Distance and Maximum Agreement Subtree. Inf. Process. Lett. 115 (1) (2015)
Twe Ta Oo, Takao Onoye, Kilho Shin
Partial Encryption Method That Enhances MP3 Security. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (8) (2015)
Kilho Shin, Tetsuji Kuboyama, Takako Hashimoto, Dave Shepard
Super-CWC and super-LCC: Super fast feature selection algorithms. IEEE BigData (2015)
Takako Hashimoto, Dave Shepard, Tetsuji Kuboyama, Kilho Shin
Event Detection from Millions of Tweets Related to the Great East Japan Earthquake Using Feature Selection Technique. ICDM Workshops (2015)
Kilho Shin
A theory of subtree matching and tree kernels based on the edit distance concept. Ann. Math. Artif. Intell. 75 (3-4) (2015)
Kilho Shin
Alignment Kernels Based on a Generalization of Alignments. IEICE Trans. Inf. Syst. (1) (2014)
Kilho Shin
A New Frontier of Kernel Design for Structured Data. ICML (1) (2013)
Kilho Shin, Tetsuji Kuboyama
A Comprehensive Study of Tree Kernels. JSAI-isAI Workshops (2013)
Hwaseong Lee, Kilho Shin, Dong Hoon Lee
PACPs: practical access control protocols for wireless sensor networks. IEEE Trans. Consumer Electron. 58 (2) (2012)
Kilho Shin, Tetsuji Kuboyama
Dynamic labeling and tree kernels with gap penalties. SCIS&ISIS (2012)
Kilho Shin
Mapping kernels for infinite mapping systems. ACML (2011)
Kilho Shin, Danny Fernandes, Seiya Miyazaki
Consistency Measures for Feature Selection: A Formal Definition, Relative Sensitivity Comparison, and a Fast Algorithm. IJCAI (2011)
Kilho Shin, Marco Cuturi, Tetsuji Kuboyama
Mapping kernels for trees. ICML (2011)
Kilho Shin
Partitionable Kernels for Mapping Kernels. ICDM (2011)
Kilho Shin, Tetsuji Kuboyama
A Generalization of Haussler's Convolution Kernel - Mapping Kernel and Its Application to Tree Kernels. J. Comput. Sci. Technol. 25 (5) (2010)
Kilho Shin, Xian Ming Xu
A Consistency-Constrained Feature Selection Algorithm with the Steepest Descent Method. MDAI (2009)
Kilho Shin, Xian Ming Xu
Consistency-Based Feature Selection. KES (1) (2009)
Kilho Shin, Tetsuji Kuboyama
Polynomial summaries of positive semidefinite kernels. Theor. Comput. Sci. 410 (19) (2009)
Kilho Shin, Tetsuji Kuboyama
Kernels Based on Distributions of Agreement Subtrees. Australasian Conference on Artificial Intelligence (2008)
Kilho Shin, Tetsuji Kuboyama
A generalization of Haussler's convolution kernel: mapping kernel. ICML (2008)
Kilho Shin, Koji Takeda, Masahiro Taguchi, Hiroshi Yasuda, Terumasa Aoki
Bridge layer for content distribution. Systems and Computers in Japan 38 (2) (2007)
Kilho Shin
Position-Aware String Kernels with Weighted Shifts and a General Framework to Apply String Kernels to Other Structured Data. IDEAL (2007)
Kilho Shin, Tetsuji Kuboyama
Polynomial Summaries of Positive Semidefinite Kernels. ALT (2007)
Kilho Shin, Justin Zhan
A Verification Scheme for Data Aggregation in Data Mining. GrC (2007)
Kilho Shin, Hiroshi Yasuda
Provably Secure Anonymous Access Control for Heterogeneous Trusts. ARES (2006)
Kilho Shin, Hiroshi Yasuda
Practical Anonymous Access Control Protocols for Ubiquitous Computing. J. Comput. 1 (8) (2006)
Yukihisa Ishimura, Kilho Shin, Noriyuki Kamibayashi
Graph-Theoretic Nature of Local Web-Spaces. DEXA Workshops (2005)
Tetsuji Kuboyama, Kilho Shin, Tetsuhiro Miyahara, Hiroshi Yasuda
A Theoretical Analysis of Alignment and Edit Problems for Trees. ICTCS (2005)