Unil Yun

Orcid: 0000-0002-3720-0861

According to our database1, Unil Yun authored at least 181 papers between 2000 and 2024.

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Bibliography

2024
An efficient approach for incremental erasable utility pattern mining from non-binary data.
Knowl. Inf. Syst., October, 2024

Efficient approach of high average utility pattern mining with indexed list-based structure in dynamic environments.
Inf. Sci., February, 2024

Advanced incremental erasable pattern mining from the time-sensitive data stream.
Knowl. Based Syst., 2024

An efficient strategy for mining high-efficiency itemsets in quantitative databases.
Knowl. Based Syst., 2024

Advanced approach for mining utility occupancy patterns in incremental environment.
Knowl. Based Syst., 2024

Incremental clickstream pattern mining with search boundaries.
Inf. Sci., 2024

Incremental Top-k High Utility Pattern Mining and Analyzing Over the Entire Accumulated Dynamic Database.
IEEE Access, 2024

2023
Scalable and Efficient Approach for High Temporal Fuzzy Utility Pattern Mining.
IEEE Trans. Cybern., December, 2023

Efficient approach for mining high-utility patterns on incremental databases with dynamic profits.
Knowl. Based Syst., December, 2023

An advanced approach for incremental flexible periodic pattern mining on time-series data.
Expert Syst. Appl., November, 2023

Enhancing Anchor Link Prediction in Information Networks through Integrated Embedding Techniques.
Inf. Sci., October, 2023

An Approach to Semantic-Aware Heterogeneous Network Embedding for Recommender Systems.
IEEE Trans. Cybern., September, 2023

A novel approach to discover frequent weighted subgraphs using the average measure.
Appl. Intell., August, 2023

Enhancing Stock Portfolios for Enterprise Management and Investment in Energy Industry.
IEEE Trans. Ind. Informatics, June, 2023

An efficient topological-based clustering method on spatial data in network space.
Expert Syst. Appl., April, 2023

Deep Active Learning Intrusion Detection and Load Balancing in Software-Defined Vehicular Networks.
IEEE Trans. Intell. Transp. Syst., January, 2023

An efficient method for mining high occupancy itemsets based on equivalence class and early pruning.
Knowl. Based Syst., 2023

Pre-large based high utility pattern mining for transaction insertions in incremental database.
Knowl. Based Syst., 2023

FTKHUIM: A Fast and Efficient Method for Mining Top-K High-Utility Itemsets.
IEEE Access, 2023

Efficient Method for Mining High Utility Occupancy Patterns Based on Indexed List Structure.
IEEE Access, 2023

2022
ComGCN: Community-Driven Graph Convolutional Network for Link Prediction in Dynamic Networks.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Mining High Utility Itemsets with Hill Climbing and Simulated Annealing.
ACM Trans. Manag. Inf. Syst., 2022

Efficient approach of sliding window-based high average-utility pattern mining with list structures.
Knowl. Based Syst., 2022

Advanced uncertainty based approach for discovering erasable product patterns.
Knowl. Based Syst., 2022

An efficient method for mining sequential patterns with indices.
Knowl. Based Syst., 2022

An efficient approach for mining maximized erasable utility patterns.
Inf. Sci., 2022

An efficient parallel algorithm for mining weighted clickstream patterns.
Inf. Sci., 2022

Bot2Vec: A general approach of intra-community oriented representation learning for bot detection in different types of social networks.
Inf. Syst., 2022

Occupancy-based utility pattern mining in dynamic environments of intelligent systems.
Int. J. Intell. Syst., 2022

EANDC: An explainable attention network based deep adaptive clustering model for mental health treatment.
Future Gener. Comput. Syst., 2022

EHMIN: Efficient approach of list based high-utility pattern mining with negative unit profits.
Expert Syst. Appl., 2022

Analytics of high average-utility patterns in the industrial internet of things.
Appl. Intell., 2022

Mining interesting sequences with low average cost and high average utility.
Appl. Intell., 2022

Frequent high minimum average utility sequence mining with constraints in dynamic databases using efficient pruning strategies.
Appl. Intell., 2022

An efficient and scalable approach for mining subgraphs in a single large graph.
Appl. Intell., 2022

TSPIN: mining top-k stable periodic patterns.
Appl. Intell., 2022

MaxFEM: Mining Maximal Frequent Episodes in Complex Event Sequences.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2022

2021
RHUPS: Mining Recent High Utility Patterns with Sliding Window-based Arrival Time Control over Data Streams.
ACM Trans. Intell. Syst. Technol., 2021

Periodicity-Oriented Data Analytics on Time-Series Data for Intelligence System.
IEEE Syst. J., 2021

ASRNN: A recurrent neural network with an attention model for sequence labeling.
Knowl. Based Syst., 2021

Damped sliding based utility oriented pattern mining over stream data.
Knowl. Based Syst., 2021

Approximate high utility itemset mining in noisy environments.
Knowl. Based Syst., 2021

A method for efficient clustering of spatial data in network space.
J. Intell. Fuzzy Syst., 2021

Fuzzy high-utility pattern mining in parallel and distributed Hadoop framework.
Inf. Sci., 2021

Efficient algorithms for mining frequent high utility sequences with constraints.
Inf. Sci., 2021

Efficient list based mining of high average utility patterns with maximum average pruning strategies.
Inf. Sci., 2021

Prelarge-Based Utility-Oriented Data Analytics for Transaction Modifications in Internet of Things.
IEEE Internet Things J., 2021

Sequence generative adversarial nets with a conditional discriminator.
Neurocomputing, 2021

Towards unsupervised text multi-style transfer with parameter-sharing scheme.
Neurocomputing, 2021

Average utility driven data analytics on damped windows for intelligent systems with data streams.
Int. J. Intell. Syst., 2021

An evolutionary computation-based privacy-preserving data mining model under a multithreshold constraint.
Trans. Emerg. Telecommun. Technol., 2021

FUIM: Fuzzy Utility Itemset Mining.
CoRR, 2021

A Novel Approach for Mining Closed Clickstream Patterns.
Cybern. Syst., 2021

A predictive GA-based model for closed high-utility itemset mining.
Appl. Soft Comput., 2021

Mining frequent weighted closed itemsets using the WN-list structure and an early pruning strategy.
Appl. Intell., 2021

LDPC Decoding With Low Complexity for OFDM Index Modulation.
IEEE Access, 2021

2020
A survey of pattern mining in dynamic graphs.
WIREs Data Mining Knowl. Discov., 2020

Uncertainty-Based Pattern Mining for Maximizing Profit of Manufacturing Plants With List Structure.
IEEE Trans. Ind. Electron., 2020

Efficient Algorithm for Mining Non-Redundant High-Utility Association Rules.
Sensors, 2020

Updating high average-utility itemsets with pre-large concept.
J. Intell. Fuzzy Syst., 2020

An efficient algorithm for fuzzy frequent itemset mining.
J. Intell. Fuzzy Syst., 2020

Efficient approach of recent high utility stream pattern mining with indexed list structure and pruning strategy considering arrival times of transactions.
Inf. Sci., 2020

Enhanced sequence labeling based on latent variable conditional random fields.
Neurocomputing, 2020

Efficiently mining erasable stream patterns for intelligent systems over uncertain data.
Int. J. Intell. Syst., 2020

Efficient transaction deleting approach of pre-large based high utility pattern mining in dynamic databases.
Future Gener. Comput. Syst., 2020

One scan based high average-utility pattern mining in static and dynamic databases.
Future Gener. Comput. Syst., 2020

Efficient algorithms for mining clickstream patterns using pseudo-IDLists.
Future Gener. Comput. Syst., 2020

Efficient approach for incremental weighted erasable pattern mining with list structure.
Expert Syst. Appl., 2020

Erasable pattern mining based on tree structures with damped window over data streams.
Eng. Appl. Artif. Intell., 2020

A Multi-Core Approach to Efficiently Mining High-Utility Itemsets in Dynamic Profit Databases.
IEEE Access, 2020

Efficient Approach for Damped Window-Based High Utility Pattern Mining With List Structure.
IEEE Access, 2020

TKE: Mining Top-K Frequent Episodes.
Proceedings of the Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices, 2020

2019
Efficient high average-utility itemset mining using novel vertical weak upper-bounds.
Knowl. Based Syst., 2019

Advanced approach of sliding window based erasable pattern mining with list structure of industrial fields.
Inf. Sci., 2019

Efficient approach for incremental high utility pattern mining with indexed list structure.
Future Gener. Comput. Syst., 2019

An Efficient Index Mapping Algorithm for OFDM-Index Modulation.
IEEE Access, 2019

TKG: Efficient Mining of Top-K Frequent Subgraphs.
Proceedings of the Big Data Analytics - 7th International Conference, 2019

HUE-Span: Fast High Utility Episode Mining.
Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

2018
Blind Selected Mapping with Side Information Estimation Based on the Received Pilot Signal.
Wirel. Commun. Mob. Comput., 2018

Low Complexity Pilot Allocation Scheme for a Large OFDM Block with Null Subcarriers.
Wirel. Commun. Mob. Comput., 2018

Performance and characteristic analysis of maximal frequent pattern mining methods using additional factors.
Soft Comput., 2018

Damped window based high average utility pattern mining over data streams.
Knowl. Based Syst., 2018

Doppler Spread Estimation for an OFDM System with a Rayleigh Fading Channel.
IEICE Trans. Commun., 2018

Single-pass based efficient erasable pattern mining using list data structure on dynamic incremental databases.
Future Gener. Comput. Syst., 2018

Efficient incremental high utility pattern mining based on pre-large concept.
Eng. Appl. Artif. Intell., 2018

2017
Efficient High Utility Pattern Mining for Establishing Manufacturing Plans With Sliding Window Control.
IEEE Trans. Ind. Electron., 2017

An efficient algorithm for mining high utility patterns from incremental databases with one database scan.
Knowl. Based Syst., 2017

Indexed list-based high utility pattern mining with utility upper-bound reduction and pattern combination techniques.
Knowl. Inf. Syst., 2017

Mining Frequent Weighted Itemsets without Storing Transaction IDs and Generating Candidates.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2017

Analyzing of incremental high utility pattern mining based on tree structures.
Hum. centric Comput. Inf. Sci., 2017

Mining of high average-utility itemsets using novel list structure and pruning strategy.
Future Gener. Comput. Syst., 2017

A new efficient approach for mining uncertain frequent patterns using minimum data structure without false positives.
Future Gener. Comput. Syst., 2017

Efficient algorithm for mining high average-utility itemsets in incremental transaction databases.
Appl. Intell., 2017

2016
Analysis of tree-based uncertain frequent pattern mining techniques without pattern losses.
J. Supercomput., 2016

The Smallest Valid Extension-Based Efficient, Rare Graph Pattern Mining, Considering Length-Decreasing Support Constraints and Symmetry Characteristics of Graphs.
Symmetry, 2016

Mining recent high average utility patterns based on sliding window from stream data.
J. Intell. Fuzzy Syst., 2016

Approximate Maximal Frequent Pattern Mining with Weight Conditions and Error Tolerance.
Int. J. Pattern Recognit. Artif. Intell., 2016

Fast algorithm for high utility pattern mining with the sum of item quantities.
Intell. Data Anal., 2016

Mining high utility itemsets based on the time decaying model.
Intell. Data Anal., 2016

Sliding window based weighted erasable stream pattern mining for stream data applications.
Future Gener. Comput. Syst., 2016

Incremental mining of weighted maximal frequent itemsets from dynamic databases.
Expert Syst. Appl., 2016

High utility pattern mining over data streams with sliding window technique.
Expert Syst. Appl., 2016

Efficient representative pattern mining based on weight and maximality conditions.
Expert Syst. J. Knowl. Eng., 2016

Erasable itemset mining over incremental databases with weight conditions.
Eng. Appl. Artif. Intell., 2016

Monitoring vehicle outliers based on clustering technique.
Appl. Soft Comput., 2016

Efficient mining of high utility pattern with considering of rarity and length.
Appl. Intell., 2016

Design of Shoot'em up Game Using OpenGL.
Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2016

Analysis of Privacy Preserving Approaches in High Utility Pattern Mining.
Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2016

Performance Analysis of Tree-Based Algorithms for Incremental High Utility Pattern Mining.
Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2016

Design of Noise Information Storage System Using IoT Devices.
Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2016

Analysis of Recent Maximal Frequent Pattern Mining Approaches.
Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2016

State-of-the-Art Algorithms for Mining Up-to-Date High Average-Utility Patterns.
Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2016

Development of 2D Side-Scrolling Running Game Using the Unity 3D Game Engine.
Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2016

2015
A Time-Reversal-Based Transmission Using Predistortion for Intersymbol Interference Alignment.
IEEE Trans. Commun., 2015

Multiple Minimum Support-Based Rare Graph Pattern Mining Considering Symmetry Feature-Based Growth Technique and the Differing Importance of Graph Elements.
Symmetry, 2015

Ranking algorithm for book reviews with user tendency and collective intelligence.
Multim. Tools Appl., 2015

Top-k high utility pattern mining with effective threshold raising strategies.
Knowl. Based Syst., 2015

An uncertainty-based approach: Frequent itemset mining from uncertain data with different item importance.
Knowl. Based Syst., 2015

Mining weighted erasable patterns by using underestimated constraint-based pruning technique.
J. Intell. Fuzzy Syst., 2015

Efficient Mining of Robust Closed Weighted Sequential Patterns Without Information Loss.
Int. J. Artif. Intell. Tools, 2015

A fast perturbation algorithm using tree structure for privacy preserving utility mining.
Expert Syst. Appl., 2015

A blog ranking algorithm using analysis of both blog influence and characteristics of blog posts.
Clust. Comput., 2015

Incremental high utility pattern mining with static and dynamic databases.
Appl. Intell., 2015

2014
Mining maximal frequent patterns by considering weight conditions over data streams.
Knowl. Based Syst., 2014

Efficient frequent pattern mining based on Linear Prefix tree.
Knowl. Based Syst., 2014

An Efficient Approach for Mining Weighted Approximate Closed Frequent Patterns Considering Noise Constraints.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2014

Channel Correlation Estimation Exploiting Pilots for an OFDM System with a Comb-Type Pilot Pattern.
IEICE Trans. Commun., 2014

Subcarrier Allocation for the Recovery of a Faulty Cell in an OFDM-Based Wireless System.
IEICE Trans. Commun., 2014

Discovering high utility itemsets with multiple minimum supports.
Intell. Data Anal., 2014

High utility itemset mining with techniques for reducing overestimated utilities and pruning candidates.
Expert Syst. Appl., 2014

Sliding window based weighted maximal frequent pattern mining over data streams.
Expert Syst. Appl., 2014

Mining top-k frequent patterns with combination reducing techniques.
Appl. Intell., 2014

2013
Efficient mining of maximal correlated weight frequent patterns.
Intell. Data Anal., 2013

Ranking Book Reviews Based on User Discussion.
Proceedings of the Mobile, Ubiquitous, and Intelligent Computing, 2013

A Novel Ranking Technique Based on Page Queries.
Proceedings of the Mobile, Ubiquitous, and Intelligent Computing, 2013

Frequent Graph Mining Based on Multiple Minimum Support Constraints.
Proceedings of the Mobile, Ubiquitous, and Intelligent Computing, 2013

The Blog Ranking Algorithm Using Analysis of Both Blog Influence and Characteristics of Blog Posts.
Proceedings of the Mobile, Ubiquitous, and Intelligent Computing, 2013

Ranking Book Reviews Based on User Influence.
Proceedings of the Multimedia and Ubiquitous Engineering, 2013

Unsupervised Keyphrase Extraction Based Ranking Algorithm for Opinion Articles.
Proceedings of the Multimedia and Ubiquitous Engineering, 2013

A Frequent Pattern Mining Technique for Ranking Webpages Based on Topics.
Proceedings of the Multimedia and Ubiquitous Engineering, 2013

Frequent Graph Pattern Mining with Length-Decreasing Support Constraints.
Proceedings of the Multimedia and Ubiquitous Engineering, 2013

2012
An efficient mining algorithm for maximal weighted frequent patterns in transactional databases.
Knowl. Based Syst., 2012

An Active Co-Training Algorithm for Biomedical Named-Entity Recognition.
J. Inf. Process. Syst., 2012

Pro-Detection of Atrial Fibrillation Using Mixture of Experts.
IEICE Trans. Inf. Syst., 2012

Mining Weighted Frequent Sub-graphs with Weight and Support Affinities.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2012

Performance Evaluation of Approximate Pattern Mining Based on Probabilistic and Statistical Techniques.
Proceedings of the International Conference on IT Convergence and Security, 2012

Analyzing Efficient Algorithms of Frequent Pattern Mining.
Proceedings of the International Conference on IT Convergence and Security, 2012

Collective Intelligence Based Algorithm for Ranking Book Reviews.
Proceedings of the International Conference on IT Convergence and Security, 2012

Ranking Techniques for Finding Correlated Webpages.
Proceedings of the International Conference on IT Convergence and Security, 2012

Efficient Isomorphic Decision for Mining Sub Graphs with a Cyclic Form.
Proceedings of the International Conference on IT Convergence and Security, 2012

Efficient Opinion Article Retrieval System.
Proceedings of the Convergence and Hybrid Information Technology, 2012

Book Review Retrieval Techniques for Adopting Estimated Reviewer Quality.
Proceedings of the Convergence and Hybrid Information Technology, 2012

An Efficient Approach for Mining Frequent Sub-graphs with Support Affinities.
Proceedings of the Convergence and Hybrid Information Technology, 2012

2011
Approximate weighted frequent pattern mining with/without noisy environments.
Knowl. Based Syst., 2011

Weighted approximate sequential pattern mining within tolerance factors.
Intell. Data Anal., 2011

Effective Ranking Techniques for Book Review Retrieval Based on the Structural Feature.
Proceedings of the Convergence and Hybrid Information Technology, 2011

Efficient Food Retrieval Techniques Considering Relative Frequencies of Food Related Words.
Proceedings of the Convergence and Hybrid Information Technology, 2011

Enumeration Tree Based Emerging Patterns Mining by Using Two Different Supports.
Proceedings of the Convergence and Hybrid Information Technology, 2011

2010
IMTAR: Incremental Mining of General Temporal Association Rules.
J. Inf. Process. Syst., 2010

Discovering Important Sequential Patterns with Length-Decreasing Weighted Support Constraints.
Int. J. Inf. Technol. Decis. Mak., 2010

2009
Coronary artery disease prediction method using linear and nonlinear feature of heart rate variability in three recumbent postures.
Inf. Syst. Frontiers, 2009

On Identifying Useful Patterns to Analyze Products in Retail Transaction Databases.
IEICE Trans. Inf. Syst., 2009

On pushing weight constraints deeply into frequent itemset mining.
Intell. Data Anal., 2009

2008
An efficient mining of weighted frequent patterns with length decreasing support constraints.
Knowl. Based Syst., 2008

A new framework for detecting weighted sequential patterns in large sequence databases.
Knowl. Based Syst., 2008

2007
Mining lossless closed frequent patterns with weight constraints.
Knowl. Based Syst., 2007

Analyzing Sequential Patterns in Retail Databases.
J. Comput. Sci. Technol., 2007

Efficient mining of weighted interesting patterns with a strong weight and/or support affinity.
Inf. Sci., 2007

2006
WIP: mining Weighted Interesting Patterns with a strong weight and/or support affinity.
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Mining Weighted Sequential Patterns Based on Length-Decreasing Support Constraints.
Proceedings of the Intelligence and Security Informatics, 2006

Mining Sequential Support Affinity Patterns with Weight Constraints.
Proceedings of the Distributed Computing and Internet Technology, 2006

A Pruning Technique to Discover Correlated Sequential Patterns in Retail Databases.
Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

2005
New approaches to weighted frequent pattern mining.
PhD thesis, 2005

WFIM: Weighted Frequent Itemset Mining with a weight range and a minimum weight.
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

WLPMiner: Weighted Frequent Pattern Mining with Length-Decreasing Support Constraints.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

Visualizing Hierarchies and Collection Structures with Fractal Trees.
Proceedings of the Sixth Mexican International Conference on Computer Science (ENC 2005), 2005

Mining Weighted Support Affinity Patterns.
Proceedings of the ISCA 18th International Conference on Computer Applications in Industry and Engineering, 2005

2003
Q-MAR: A QoS Resource Conflict Identification Model for Situation-Aware Middleware.
Proceedings of the 9th IEEE International Workshop on Future Trends of Distributed Computing Systems (FTDCS 2003), 2003

2001
Multimedia Retrieval Service In Hanmir.
Proceedings of WebNet 2001, 2001

2000
A New Image Search and Retrieval System using Text and Visual Features.
Proceedings of WebNet 2000 - World Conference on the WWW and Internet, San Antonio, Texas, USA, October 30, 2000

MediaWarez - an Innovative Web Multimedia Search Service Based on the CBIR Engine.
Proceedings of WebNet 2000 - World Conference on the WWW and Internet, San Antonio, Texas, USA, October 30, 2000


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