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Kilho Shin
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2020 – today
- 2022
- [j19]Shinji Ono, Jun Takata, Masaharu Kataoka, Tomohiro I
, Kilho Shin
, Hiroshi Sakamoto
:
Privacy-Preserving Feature Selection with Fully Homomorphic Encryption. Algorithms 15(7): 229 (2022) - 2021
- [j18]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): 95-122 (2021) - [j17]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): 4375-4388 (2021) - [c49]Maciej Huk
, Kilho Shin
, Tetsuji Kuboyama
, Takako Hashimoto
:
Random Number Generators in Training of Contextual Neural Networks. ACIIDS 2021: 717-730 - [i3]Shinji Ono, Jun Takata, Masaharu Kataoka, Tomohiro I, Kilho Shin, Hiroshi Sakamoto:
Privacy-Preserving Multiparty Protocol for Feature Selection Problem. CoRR abs/2110.05088 (2021) - 2020
- [j16]Kilho Shin, Liliana Pérez-Nordtvedt:
Knowledge acquisition efficiency, strategic renewal frequency and firm performance in high velocity environments. J. Knowl. Manag. 24(9): 2035-2055 (2020) - [c48]Taichi Ishikawa, Yu-Lu Liu, David Lawrence Shepard, Kilho Shin:
Machine learning for tree structures in fake site detection. ARES 2020: 13:1-13:10 - [c47]Kilho Shin, Dave Shepard:
Morphism-Based Learning for Structured Data. AAAI 2020: 5767-5775 - [c46]David Lawrence Shepard, Takako Hashimoto, Kilho Shin, Takeaki Uno, Tetsuji Kuboyama:
Unsupervised Rumor Detection on Twitter using Topic Homogeneity. DH 2020 - [c45]Kilho Shin, Kenta Okumoto, David Lawrence Shepard, Tetsuji Kuboyama, Takako Hashimoto, Hiroaki Ohshima:
A Fast Algorithm for Unsupervised Feature Value Selection. ICAART (2) 2020: 203-213 - [c44]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: 421-444 - [c43]Takako Hashimoto, Kilho Shin, David Lawrence Shepard, Tetsuji Kuboyama:
Indonesian Gender Equality Survey Analysis Using Feature Selection Based Clustering. iCAST 2020: 1-6 - [c42]Akira Kusaba
, Kilho Shin, Dave Shepard, Tetsuji Kuboyama:
Predictive Nonlinear Modeling by Koopman Mode Decomposition. ICDM (Workshops) 2020: 811-819 - [c41]Takako Hashimoto, Akira Kusaba, Dave Shepard, Tetsuji Kuboyama, Kilho Shin, Takeaki Uno:
Twitter Topic Progress Visualization using Micro-clustering. ICPRAM 2020: 585-592 - [c40]Akira Kusaba
, Takako Hashimoto, Kilho Shin, David Lawrence Shepard, Tetsuji Kuboyama:
Unsupervised Clustering based on Feature-value / Instance Transposition Selection. TENCON 2020: 1192-1197 - [c39]Yohei Yoshimoto, Masaharu Kataoka, Yoshimasa Takabatake, Tomohiro I, Kilho Shin, Hiroshi Sakamoto:
Faster Privacy-Preserving Computation of Edit Distance with Moves. WALCOM 2020: 308-320
2010 – 2019
- 2019
- [j15]Adrian Pino Angulo
, Kilho Shin:
Mrmr+ and Cfs+ feature selection algorithms for high-dimensional data. Appl. Intell. 49(5): 1954-1967 (2019) - [c38]Shusuke Morimoto, Hajime Kawamukai, Kilho Shin:
Prediction of Crime Occurrence using Information Propagation Model and Gaussian Process. AsiaJCIS 2019: 80-87 - [c37]Takako Hashimoto, Takeaki Uno, Tetsuji Kuboyama, Kilho Shin, Dave Shepard:
Time Series Topic Transition Based on Micro-Clustering. BigComp 2019: 1-8 - [c36]Naoki Muramoto, Hiromi Shiraga, Kilho Shin, Hiroaki Ohshima:
Fatten Features and Drop Wastes: Finding Repeaters' Reviews by Feature Generation and Feature Selection. iiWAS 2019: 161-165 - [c35]Katsurou Takahashi, Hiroaki Ohshima, Kilho Shin:
Generating Anthropomorphism of Subject and Verb by Transformation Matrix. iiWAS 2019: 593-597 - [c34]Tianyu Zhang, Lei Zhu, Qian Zhao, Kilho Shin:
Neural Networks Weights Quantization: Target None-retraining Ternary (TNT). EMC2@NeurIPS 2019: 62-65 - [i2]Yohei Yoshimoto, Masaharu Kataoka, Yoshimasa Takabatake, Tomohiro I, Kilho Shin, Hiroshi Sakamoto:
Faster Privacy-Preserving Computation of Edit Distance with Moves. CoRR abs/1911.10719 (2019) - [i1]Tianyu Zhang, Lei Zhu, Qian Zhao, Kilho Shin:
Neural Networks Weights Quantization: Target None-retraining Ternary (TNT). CoRR abs/1912.09236 (2019) - 2018
- [j14]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): 2 (2018) - [j13]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): 399-410 (2018) - [c33]Kilho Shin, Taichi Ishikawa:
Linear-time algorithms for the subpath kernel. CPM 2018: 22:1-22:13 - [c32]Kilho Shin, Taro Niiyama:
The Mapping Distance - a Generalization of the Edit Distance - and its Application to Trees. ICAART (2) 2018: 266-275 - [c31]Kilho Shin, Taro Niiyama:
Parameterized Mapping Distances for Semi-Structured Data. ICAART (Revised Selected Papers) 2018: 443-466 - [c30]Shunta Nakagawa, Tokio Sakamoto, Yoshimasa Takabatake, Tomohiro I, Kilho Shin, Hiroshi Sakamoto:
Privacy-Preserving String Edit Distance with Moves. SISAP 2018: 226-240 - 2017
- [j12]Kilho Shin:
On Infinite Divisibility of Convolution and Mapping Kernels. Fundam. Informaticae 152(1): 87-105 (2017) - [j11]Kilho Shin, Tetsuji Kuboyama, Takako Hashimoto, Dave Shepard:
sCwc/sLcc: Highly Scalable Feature Selection Algorithms. Inf. 8(4): 159 (2017) - [c29]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: 2740-2745 - [c28]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 - [c27]Adrian Pino Angulo, Kilho Shin:
Improving Classification Accuracy by Means of the Sliding Window Method in Consistency-Based Feature Selection. DS 2017: 155-170 - [c26]Takako Hashimoto, Tetsuji Kuboyama, Hiroshi Okamoto, Kilho Shin:
Topic Extraction on Twitter Considering Author's Role Based on Bipartite Networks. DS 2017: 239-247 - [c25]Takako Hashimoto, Tetsuji Kuboyama, Hiroshi Okamoto, Kilho Shin:
Topic Extraction from Millions of Tweets Based on Community Detection in Bipartite Networks. EJC 2017: 395-408 - [c24]Kilho Shin, Tetsuji Kuboyama, Tetsuhiro Miyahara, Kenji Tanaka:
Multiple Alignments of Data Objects and Generalized Center Star Algorithm. FSDM 2017: 35-45 - 2016
- [j10]Kilho Shin, Seiya Miyazaki:
A Fast and Accurate Feature Selection Algorithm Based on Binary Consistency Measure. Comput. Intell. 32(4): 646-667 (2016) - [c23]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: 361-364 - [c22]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: 724-731 - 2015
- [j9]Kilho Shin:
A theory of subtree matching and tree kernels based on the edit distance concept. Ann. Math. Artif. Intell. 75(3-4): 419-460 (2015) - [j8]Twe Ta Oo, Takao Onoye, Kilho Shin:
Partial Encryption Method That Enhances MP3 Security. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 98-A(8): 1760-1768 (2015) - [j7]Kilho Shin:
Tree Edit Distance and Maximum Agreement Subtree. Inf. Process. Lett. 115(1): 69-73 (2015) - [c21]Kilho Shin, Tetsuji Kuboyama
, Takako Hashimoto, Dave Shepard:
Super-CWC and super-LCC: Super fast feature selection algorithms. IEEE BigData 2015: 61-67 - [c20]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: 7-12 - [c19]Kilho Shin, Adrian Pino Angulo:
A Geometric Theory of Feature Selection and Distance-Based Measures. IJCAI 2015: 3812-3819 - [c18]Adrian Pino Angulo, Kilho Shin:
Fast and Accurate Steepest-Descent Consistency-Constrained Algorithms for Feature Selection. MOD 2015: 293-305 - 2014
- [j6]Kilho Shin:
Alignment Kernels Based on a Generalization of Alignments. IEICE Trans. Inf. Syst. 97-D(1): 1-10 (2014) - 2013
- [c17]Kilho Shin:
A New Frontier of Kernel Design for Structured Data. ICML (1) 2013: 401-409 - [c16]Kilho Shin, Tetsuji Kuboyama
:
A Comprehensive Study of Tree Kernels. JSAI-isAI Workshops 2013: 337-351 - 2012
- [j5]Hwaseong Lee, Kilho Shin, Dong Hoon Lee:
PACPs: practical access control protocols for wireless sensor networks. IEEE Trans. Consumer Electron. 58(2): 491-499 (2012) - [c15]Kilho Shin, Tetsuji Kuboyama
:
Dynamic labeling and tree kernels with gap penalties. SCIS&ISIS 2012: 1690-1695 - 2011
- [c14]Kilho Shin:
Partitionable Kernels for Mapping Kernels. ICDM 2011: 645-654 - [c13]Kilho Shin, Marco Cuturi, Tetsuji Kuboyama:
Mapping kernels for trees. ICML 2011: 961-968 - [c12]Kilho Shin, Danny Fernandes, Seiya Miyazaki:
Consistency Measures for Feature Selection: A Formal Definition, Relative Sensitivity Comparison, and a Fast Algorithm. IJCAI 2011: 1491-1497 - [c11]Kilho Shin:
Mapping kernels for infinite mapping systems. ACML 2011: 367-382 - 2010
- [j4]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): 1040-1054 (2010)
2000 – 2009
- 2009
- [j3]Kilho Shin, Tetsuji Kuboyama
:
Polynomial summaries of positive semidefinite kernels. Theor. Comput. Sci. 410(19): 1847-1862 (2009) - [c10]Kilho Shin, Xian Ming Xu:
Consistency-Based Feature Selection. KES (1) 2009: 342-350 - [c9]Kilho Shin, Xian Ming Xu:
A Consistency-Constrained Feature Selection Algorithm with the Steepest Descent Method. MDAI 2009: 338-350 - 2008
- [c8]Kilho Shin, Tetsuji Kuboyama
:
Kernels Based on Distributions of Agreement Subtrees. Australasian Conference on Artificial Intelligence 2008: 236-246 - [c7]Kilho Shin, Tetsuji Kuboyama
:
A generalization of Haussler's convolution kernel: mapping kernel. ICML 2008: 944-951 - 2007
- [j2]Kilho Shin, Koji Takeda, Masahiro Taguchi, Hiroshi Yasuda, Terumasa Aoki:
Bridge layer for content distribution. Systems and Computers in Japan 38(2): 46-56 (2007) - [c6]Kilho Shin, Tetsuji Kuboyama
:
Polynomial Summaries of Positive Semidefinite Kernels. ALT 2007: 313-327 - [c5]Kilho Shin, Justin Zhan:
A Verification Scheme for Data Aggregation in Data Mining. GrC 2007: 374-379 - [c4]Kilho Shin:
Position-Aware String Kernels with Weighted Shifts and a General Framework to Apply String Kernels to Other Structured Data. IDEAL 2007: 316-325 - 2006
- [j1]Kilho Shin, Hiroshi Yasuda:
Practical Anonymous Access Control Protocols for Ubiquitous Computing. J. Comput. 1(8): 1-12 (2006) - [c3]Kilho Shin, Hiroshi Yasuda:
Provably Secure Anonymous Access Control for Heterogeneous Trusts. ARES 2006: 24-33 - 2005
- [c2]Yukihisa Ishimura, Kilho Shin, Noriyuki Kamibayashi:
Graph-Theoretic Nature of Local Web-Spaces. DEXA Workshops 2005: 22-26 - [c1]Tetsuji Kuboyama
, Kilho Shin, Tetsuhiro Miyahara, Hiroshi Yasuda:
A Theoretical Analysis of Alignment and Edit Problems for Trees. ICTCS 2005: 323-337
Coauthor Index

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last updated on 2023-03-26 03:00 CEST by the dblp team
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