Kilho Shin - RankMe

55 papers A* 4B 7C 5Journal 14Unranked 25

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Explainable Surface-Level Malware Analysis Through Scalable and Accurate Feature Selection. AIAI (3) Lulu Ito, Naoya Sawada, Katsuyuki Maeda, Kilho Shin
2024	—	`conf`	Balancing the Trinity of Feature Selection. ICAART (Revised Selected Paper, 2) Kilho Shin, Chris Liu, Katsuyuki Maeda, Hiroaki Ohshima, Lulu Ito
2024	—	`conf`	BornFS: Feature Selection with Balanced Relevance and Nuisance and Its Application to Very Large Datasets. ICAART (3) Kilho Shin, Chris Liu, Katsuyuki Maeda, Hiroaki Ohshima
2024	J	`jnl`	Prediction of specific surface area of metal-organic frameworks by graph kernels. J. Supercomput. Yu Morikawa, Kilho Shin, Masataka Kubouchi, Hiroaki Ohshima
2024	—	`conf`	Synthetic Data Generation Without Real Data: Uncovering Insights in Malware Detection. FICC (2) Chris Liu, Katsuyuki Maeda, Junnosuke Takai, Keisuke Murota, Kilho Shin
2024	—	`conf`	Towards Federated Learning by Kernels. ICMRE Kilho Shin, Takenobu Seito, Chris Liu
2022	J	`jnl`	Privacy-Preserving Feature Selection with Fully Homomorphic Encryption. Algorithms Shinji Ono, Jun Takata, Masaharu Kataoka, Tomohiro I, Kilho Shin, Hiroshi Sakamoto
2021	J	`jnl`	Analyzing temporal patterns of topic diversity using graph clustering. J. Supercomput. Takako Hashimoto, David Lawrence Shepard, Tetsuji Kuboyama, Kilho Shin, Ryota Kobayashi, Takeaki Uno
2021	J	`jnl`	Learning DOM Trees of Web Pages by Subpath Kernel and Detecting Fake e-Commerce Sites. Mach. Learn. Knowl. Extr. Kilho Shin, Taichi Ishikawa, Yu-Lu Liu, David Lawrence Shepard
2021	J	`jnl`	Privacy-Preserving Multiparty Protocol for Feature Selection Problem. CoRR Shinji Ono, Jun Takata, Masaharu Kataoka, Tomohiro I, Kilho Shin, Hiroshi Sakamoto
2021	B	`conf`	Random Number Generators in Training of Contextual Neural Networks. ACIIDS Maciej Huk, Kilho Shin, Tetsuji Kuboyama, Takako Hashimoto
2020	—	`conf`	A Fast Algorithm for Unsupervised Feature Value Selection. ICAART (2) Kilho Shin, Kenta Okumoto, David Lawrence Shepard, Tetsuji Kuboyama, Takako Hashimoto, Hiroaki Ohshima
2020	B	`conf`	Faster Privacy-Preserving Computation of Edit Distance with Moves. WALCOM Yohei Yoshimoto, Masaharu Kataoka, Yoshimasa Takabatake, Tomohiro I, Kilho Shin, Hiroshi Sakamoto
2020	—	`conf`	Indonesian Gender Equality Survey Analysis Using Feature Selection Based Clustering. iCAST Takako Hashimoto, Kilho Shin, David Lawrence Shepard, Tetsuji Kuboyama
2020	B	`conf`	Machine learning for tree structures in fake site detection. ARES Taichi Ishikawa, Yu-Lu Liu, David Lawrence Shepard, Kilho Shin
2020	A*	`conf`	Morphism-Based Learning for Structured Data. AAAI Kilho Shin, Dave Shepard
2020	—	`conf`	Predictive Nonlinear Modeling by Koopman Mode Decomposition. ICDM (Workshops) Akira Kusaba, Kilho Shin, Dave Shepard, Tetsuji Kuboyama
2020	C	`conf`	Twitter Topic Progress Visualization using Micro-clustering. ICPRAM Takako Hashimoto, Akira Kusaba, Dave Shepard, Tetsuji Kuboyama, Kilho Shin, Takeaki Uno
2020	C	`conf`	Unsupervised Clustering based on Feature-value / Instance Transposition Selection. TENCON Akira Kusaba, Takako Hashimoto, Kilho Shin, David Lawrence Shepard, Tetsuji Kuboyama
2020	—	`conf`	Unsupervised Feature Value Selection Based on Explainability. ICAART (Revised Selected Papers) Kilho Shin, Kenta Okumoto, David Lawrence Shepard, Akira Kusaba, Takako Hashimoto, Jorge Amari, Keisuke Murota, Junnosuke Takai, Tetsuji Kuboyama, Hiroaki Ohshima
2020	—	`conf`	Unsupervised Rumor Detection on Twitter using Topic Homogeneity. DH David Lawrence Shepard, Takako Hashimoto, Kilho Shin, Takeaki Uno, Tetsuji Kuboyama
2019	J	`jnl`	Faster Privacy-Preserving Computation of Edit Distance with Moves. CoRR Yohei Yoshimoto, Masaharu Kataoka, Yoshimasa Takabatake, Tomohiro I, Kilho Shin, Hiroshi Sakamoto
2019	C	`conf`	Fatten Features and Drop Wastes: Finding Repeaters' Reviews by Feature Generation and Feature Selection. iiWAS Naoki Muramoto, Hiromi Shiraga, Kilho Shin, Hiroaki Ohshima
2019	C	`conf`	Generating Anthropomorphism of Subject and Verb by Transformation Matrix. iiWAS Katsurou Takahashi, Hiroaki Ohshima, Kilho Shin
2019	J	`jnl`	Mrmr+ and Cfs+ feature selection algorithms for high-dimensional data. Appl. Intell. Adrian Pino Angulo, Kilho Shin
2019	—	`conf`	Time Series Topic Transition Based on Micro-Clustering. BigComp Takako Hashimoto, Takeaki Uno, Tetsuji Kuboyama, Kilho Shin, Dave Shepard
2018	J	`jnl`	Improving the genetic bee colony optimization algorithm for efficient gene selection in microarray data. Prog. Artif. Intell. Adrian Pino Angulo, Kilho Shin, Camilo Velázquez-Rodríguez
2018	—	`conf`	Parameterized Mapping Distances for Semi-Structured Data. ICAART (Revised Selected Papers) Kilho Shin, Taro Niiyama
2018	B	`conf`	Privacy-Preserving String Edit Distance with Moves. SISAP Shunta Nakagawa, Tokio Sakamoto, Yoshimasa Takabatake, Tomohiro I, Kilho Shin, Hiroshi Sakamoto
2017	B	`conf`	Improving Classification Accuracy by Means of the Sliding Window Method in Consistency-Based Feature Selection. DS Adrian Pino Angulo, Kilho Shin
2017	—	`conf`	Missionaries, Politicians, and Boy Bands: Onlooker Behavior on Twitter During the Nepal, Kumamoto, and Ecuador Earthquakes. DH David Lawrence Shepard, Takako Hashimoto, Hiroshi Okamoto, Tetsuji Kuboyama, Kilho Shin
2017	—	`conf`	Multiple Alignments of Data Objects and Generalized Center Star Algorithm. FSDM Kilho Shin, Tetsuji Kuboyama, Tetsuhiro Miyahara, Kenji Tanaka
2017	C	`conf`	Topic Extraction from Millions of Tweets Based on Community Detection in Bipartite Networks. EJC Takako Hashimoto, Tetsuji Kuboyama, Hiroshi Okamoto, Kilho Shin
2017	B	`conf`	Topic Extraction on Twitter Considering Author's Role Based on Bipartite Networks. DS Takako Hashimoto, Tetsuji Kuboyama, Hiroshi Okamoto, Kilho Shin
2017	—	`conf`	Topic life cycle extraction from big Twitter data based on community detection in bipartite networks. IEEE BigData Takako Hashimoto, Hiroshi Okamoto, Tetsuji Kuboyama, Kilho Shin
2017	J	`jnl`	sCwc/sLcc: Highly Scalable Feature Selection Algorithms. Inf. Kilho Shin, Tetsuji Kuboyama, Takako Hashimoto, Dave Shepard
2016	—	`conf`	Detecting Fake Sites based on HTML Structure Analysis. ICCNS Jia-Chang Xu, Kilho Shin, Yu-Lu Liu
2016	—	`conf`	Topic Extraction Method from Millions of Tweets Based on Fast Feature Selection Technique CWC. ICDM Workshops Takako Hashimoto, Dave Shepard, Tetsuji Kuboyama, Kilho Shin
2016	—	`conf`	What Do Boy Bands Tell Us About Disasters? The Social Media Response to the Nepal Earthquake. DH David Lawrence Shepard, Takako Hashimoto, Tetsuji Kuboyama, Kilho Shin
2015	A*	`conf`	A Geometric Theory of Feature Selection and Distance-Based Measures. IJCAI Kilho Shin, Adrian Pino Angulo
2015	J	`jnl`	A theory of subtree matching and tree kernels based on the edit distance concept. Ann. Math. Artif. Intell. Kilho Shin
2015	—	`conf`	Event Detection from Millions of Tweets Related to the Great East Japan Earthquake Using Feature Selection Technique. ICDM Workshops Takako Hashimoto, Dave Shepard, Tetsuji Kuboyama, Kilho Shin
2015	—	`conf`	Fast and Accurate Steepest-Descent Consistency-Constrained Algorithms for Feature Selection. MOD Adrian Pino Angulo, Kilho Shin
2015	—	`conf`	Super-CWC and super-LCC: Super fast feature selection algorithms. IEEE BigData Kilho Shin, Tetsuji Kuboyama, Takako Hashimoto, Dave Shepard
2013	—	`conf`	A Comprehensive Study of Tree Kernels. JSAI-isAI Workshops Kilho Shin, Tetsuji Kuboyama
2012	—	`conf`	Dynamic labeling and tree kernels with gap penalties. SCIS&ISIS Kilho Shin, Tetsuji Kuboyama
2012	J	`jnl`	PACPs: practical access control protocols for wireless sensor networks. IEEE Trans. Consumer Electron. Hwaseong Lee, Kilho Shin, Dong Hoon Lee
2011	A*	`conf`	Mapping kernels for trees. ICML Kilho Shin, Marco Cuturi, Tetsuji Kuboyama
2010	J	`jnl`	A Generalization of Haussler's Convolution Kernel - Mapping Kernel and Its Application to Tree Kernels. J. Comput. Sci. Technol. Kilho Shin, Tetsuji Kuboyama
2009	J	`jnl`	Polynomial summaries of positive semidefinite kernels. Theor. Comput. Sci. Kilho Shin, Tetsuji Kuboyama
2008	A*	`conf`	A generalization of Haussler's convolution kernel: mapping kernel. ICML Kilho Shin, Tetsuji Kuboyama
2008	—	`conf`	Kernels Based on Distributions of Agreement Subtrees. Australasian Conference on Artificial Intelligence Kilho Shin, Tetsuji Kuboyama
2007	B	`conf`	Polynomial Summaries of Positive Semidefinite Kernels. ALT Kilho Shin, Tetsuji Kuboyama
2006	J	`jnl`	A Theoretical Analysis of Tree Edit Distance Measures. Inf. Media Technol. Tetsuji Kuboyama, Kilho Shin, Tetsuhiro Miyahara
2005	—	`conf`	A Theoretical Analysis of Alignment and Edit Problems for Trees. ICTCS Tetsuji Kuboyama, Kilho Shin, Tetsuhiro Miyahara, Hiroshi Yasuda