Kilho Shin

Orcid: 0000-0002-0425-8485

According to our database1, Kilho Shin authored at least 70 papers between 2005 and 2024.

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Bibliography

2024
BornFS: Feature Selection with Balanced Relevance and Nuisance and Its Application to Very Large Datasets.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2022
Privacy-Preserving Feature Selection with Fully Homomorphic Encryption.
Algorithms, 2022

2021
Analyzing temporal patterns of topic diversity using graph clustering.
J. Supercomput., 2021

Learning DOM Trees of Web Pages by Subpath Kernel and Detecting Fake e-Commerce Sites.
Mach. Learn. Knowl. Extr., 2021

Privacy-Preserving Multiparty Protocol for Feature Selection Problem.
CoRR, 2021

Random Number Generators in Training of Contextual Neural Networks.
Proceedings of the Intelligent Information and Database Systems - 13th Asian Conference, 2021

2020
Knowledge acquisition efficiency, strategic renewal frequency and firm performance in high velocity environments.
J. Knowl. Manag., 2020

Faster Privacy-Preserving Computation of Edit Distance with Moves.
Proceedings of the WALCOM: Algorithms and Computation - 14th International Conference, 2020

Unsupervised Clustering based on Feature-value / Instance Transposition Selection.
Proceedings of the 2020 IEEE Region 10 Conference, 2020

Twitter Topic Progress Visualization using Micro-clustering.
Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020

Predictive Nonlinear Modeling by Koopman Mode Decomposition.
Proceedings of the 20th International Conference on Data Mining Workshops, 2020

Indonesian Gender Equality Survey Analysis Using Feature Selection Based Clustering.
Proceedings of the 11th International Conference on Awareness Science and Technology, 2020

A Fast Algorithm for Unsupervised Feature Value Selection.
Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

Unsupervised Feature Value Selection Based on Explainability.
Proceedings of the Agents and Artificial Intelligence, 12th International Conference, 2020

Unsupervised Rumor Detection on Twitter using Topic Homogeneity.
Proceedings of the 15th Annual International Conference of the Alliance of Digital Humanities Organizations, 2020

Morphism-Based Learning for Structured Data.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Machine learning for tree structures in fake site detection.
Proceedings of the ARES 2020: The 15th International Conference on Availability, 2020

2019
Mrmr+ and Cfs+ feature selection algorithms for high-dimensional data.
Appl. Intell., 2019

Neural Networks Weights Quantization: Target None-retraining Ternary (TNT).
Proceedings of the Fifth Workshop on Energy Efficient Machine Learning and Cognitive Computing, 2019

Generating Anthropomorphism of Subject and Verb by Transformation Matrix.
Proceedings of the 21st International Conference on Information Integration and Web-based Applications & Services, 2019

Fatten Features and Drop Wastes: Finding Repeaters' Reviews by Feature Generation and Feature Selection.
Proceedings of the 21st International Conference on Information Integration and Web-based Applications & Services, 2019

Time Series Topic Transition Based on Micro-Clustering.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019

Prediction of Crime Occurrence using Information Propagation Model and Gaussian Process.
Proceedings of the 14th Asia Joint Conference on Information Security, 2019

2018
Improving the genetic bee colony optimization algorithm for efficient gene selection in microarray data.
Prog. Artif. Intell., 2018

Bayesian-Optimization-Based Peak Searching Algorithm for Clustering in Wireless Sensor Networks.
J. Sens. Actuator Networks, 2018

Privacy-Preserving String Edit Distance with Moves.
Proceedings of the Similarity Search and Applications - 11th International Conference, 2018

Parameterized Mapping Distances for Semi-Structured Data.
Proceedings of the Agents and Artificial Intelligence - 10th International Conference, 2018

The Mapping Distance - a Generalization of the Edit Distance - and its Application to Trees.
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

Linear-time algorithms for the subpath kernel.
Proceedings of the Annual Symposium on Combinatorial Pattern Matching, 2018

2017
sCwc/sLcc: Highly Scalable Feature Selection Algorithms.
Inf., 2017

On Infinite Divisibility of Convolution and Mapping Kernels.
Fundam. Informaticae, 2017

Multiple Alignments of Data Objects and Generalized Center Star Algorithm.
Proceedings of the Fuzzy Systems and Data Mining III, 2017

Topic Extraction from Millions of Tweets Based on Community Detection in Bipartite Networks.
Proceedings of the Information Modelling and Knowledge Bases XXIX, 2017

Topic Extraction on Twitter Considering Author's Role Based on Bipartite Networks.
Proceedings of the Discovery Science - 20th International Conference, 2017

Improving Classification Accuracy by Means of the Sliding Window Method in Consistency-Based Feature Selection.
Proceedings of the Discovery Science - 20th International Conference, 2017

Missionaries, Politicians, and Boy Bands: Onlooker Behavior on Twitter During the Nepal, Kumamoto, and Ecuador Earthquakes.
Proceedings of the 12th Annual International Conference of the Alliance of Digital Humanities Organizations, 2017

Topic life cycle extraction from big Twitter data based on community detection in bipartite networks.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
A Fast and Accurate Feature Selection Algorithm Based on Binary Consistency Measure.
Comput. Intell., 2016

Topic Extraction Method from Millions of Tweets Based on Fast Feature Selection Technique CWC.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Detecting Fake Sites based on HTML Structure Analysis.
Proceedings of the 6th International Conference on Communication and Network Security, 2016

What Do Boy Bands Tell Us About Disasters? The Social Media Response to the Nepal Earthquake.
Proceedings of the 11th Annual International Conference of the Alliance of Digital Humanities Organizations, 2016

2015
Tree Edit Distance and Maximum Agreement Subtree.
Inf. Process. Lett., 2015

Partial Encryption Method That Enhances MP3 Security.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2015

A theory of subtree matching and tree kernels based on the edit distance concept.
Ann. Math. Artif. Intell., 2015

Fast and Accurate Steepest-Descent Consistency-Constrained Algorithms for Feature Selection.
Proceedings of the Machine Learning, Optimization, and Big Data, 2015

A Geometric Theory of Feature Selection and Distance-Based Measures.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Event Detection from Millions of Tweets Related to the Great East Japan Earthquake Using Feature Selection Technique.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Super-CWC and super-LCC: Super fast feature selection algorithms.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014
Alignment Kernels Based on a Generalization of Alignments.
IEICE Trans. Inf. Syst., 2014

2013
A Comprehensive Study of Tree Kernels.
Proceedings of the New Frontiers in Artificial Intelligence, 2013

A New Frontier of Kernel Design for Structured Data.
Proceedings of the 30th International Conference on Machine Learning, 2013

2012
PACPs: practical access control protocols for wireless sensor networks.
IEEE Trans. Consumer Electron., 2012

Dynamic labeling and tree kernels with gap penalties.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

2011
Mapping kernels for infinite mapping systems.
Proceedings of the 3rd Asian Conference on Machine Learning, 2011

Consistency Measures for Feature Selection: A Formal Definition, Relative Sensitivity Comparison, and a Fast Algorithm.
Proceedings of the IJCAI 2011, 2011

Mapping kernels for trees.
Proceedings of the 28th International Conference on Machine Learning, 2011

Partitionable Kernels for Mapping Kernels.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

2010
A Generalization of Haussler's Convolution Kernel - Mapping Kernel and Its Application to Tree Kernels.
J. Comput. Sci. Technol., 2010

2009
Polynomial summaries of positive semidefinite kernels.
Theor. Comput. Sci., 2009

A Consistency-Constrained Feature Selection Algorithm with the Steepest Descent Method.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2009

Consistency-Based Feature Selection.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2009

2008
A generalization of Haussler's convolution kernel: mapping kernel.
Proceedings of the Machine Learning, 2008

Kernels Based on Distributions of Agreement Subtrees.
Proceedings of the AI 2008: Advances in Artificial Intelligence, 2008

2007
Bridge layer for content distribution.
Syst. Comput. Jpn., 2007

Position-Aware String Kernels with Weighted Shifts and a General Framework to Apply String Kernels to Other Structured Data.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

A Verification Scheme for Data Aggregation in Data Mining.
Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007

2006
Practical Anonymous Access Control Protocols for Ubiquitous Computing.
J. Comput., 2006

Provably Secure Anonymous Access Control for Heterogeneous Trusts.
Proceedings of the The First International Conference on Availability, 2006

2005
A Theoretical Analysis of Alignment and Edit Problems for Trees.
Proceedings of the Theoretical Computer Science, 9th Italian Conference, 2005

Graph-Theoretic Nature of Local Web-Spaces.
Proceedings of the 16th International Workshop on Database and Expert Systems Applications (DEXA 2005), 2005


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