Unil Yun

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 111

Top Venues

Knowl. Based Syst.

Appl. Intell.

Inf. Sci.

Future Gener. Comput. Syst.

Texas A&M University, College Station, USA (PHD)

Education History

Texas A&M University, College Station, USA

PHD

Publications

Huy Minh Huynh, Nam Ngoc Pham, Zuzana Komínková Oplatková, Loan T. T. Nguyen, Ngoc Thanh Nguyen, Unil Yun, Bay Vo
Incremental clickstream pattern mining with search boundaries. Inf. Sci. 662 (2024)
Hanju Kim, Myungha Cho, Hyoju Nam, Yoonji Baek, Seungwan Park, Doyoon Kim, Bay Vo, Unil Yun
Advanced incremental erasable pattern mining from the time-sensitive data stream. Knowl. Based Syst. 299 (2024)
Bao Huynh, N. T. Tung, Trinh D. D. Nguyen, Quang-Thinh Bui, Loan T. T. Nguyen, Unil Yun, Bay Vo
An efficient strategy for mining high-efficiency itemsets in quantitative databases. Knowl. Based Syst. 299 (2024)
Chanhee Lee, Hanju Kim, Myungha Cho, Hyeonmo Kim, Bay Vo, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Unil Yun
Incremental Top-k High Utility Pattern Mining and Analyzing Over the Entire Accumulated Dynamic Database. IEEE Access 12 (2024)
Hyeonmo Kim, Hanju Kim, Myungha Cho, Bay Vo, Jerry Chun-Wei Lin, Hamido Fujita, Unil Yun
Efficient approach of high average utility pattern mining with indexed list-based structure in dynamic environments. Inf. Sci. 657 (2024)
Vinh V. Vu, Mi T. H. Lam, Thuy T. M. Duong, Ly T. Manh, Thuy T. T. Nguyen, Le V. Nguyen, Unil Yun, Václav Snásel, Bay Vo
FTKHUIM: A Fast and Efficient Method for Mining Top-K High-Utility Itemsets. IEEE Access 11 (2023)
Hyeonmo Kim, Taewoong Ryu, Chanhee Lee, Sinyoung Kim, Bay Vo, Jerry Chun-Wei Lin, Unil Yun
Efficient Method for Mining High Utility Occupancy Patterns Based on Indexed List Structure. IEEE Access 11 (2023)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Unil Yun, Amit Kumar Singh
Deep Active Learning Intrusion Detection and Load Balancing in Software-Defined Vehicular Networks. IEEE Trans. Intell. Transp. Syst. 24 (1) (2023)
Van-Vang Le, Phu Pham, Václav Snásel, Unil Yun, Bay Vo
Enhancing Anchor Link Prediction in Information Networks through Integrated Embedding Techniques. Inf. Sci. 645 (2023)
Loan T. T. Nguyen, Thang Mai, Giao-Huy Pham, Unil Yun, Bay Vo
An efficient method for mining high occupancy itemsets based on equivalence class and early pruning. Knowl. Based Syst. 267 (2023)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Unil Yun
Enhancing Stock Portfolios for Enterprise Management and Investment in Energy Industry. IEEE Trans. Ind. Informatics 19 (6) (2023)
Trang T. D. Nguyen, Loan T. T. Nguyen, Quang-Thinh Bui, Unil Yun, Bay Vo
An efficient topological-based clustering method on spatial data in network space. Expert Syst. Appl. 215 (2023)
Phu Pham, Loan T. T. Nguyen, Ngoc Thanh Nguyen, Witold Pedrycz, Unil Yun, Jerry Chun-Wei Lin, Bay Vo
An Approach to Semantic-Aware Heterogeneous Network Embedding for Recommender Systems. IEEE Trans. Cybern. 53 (9) (2023)
Hyeonmo Kim, Heonho Kim, Sinyoung Kim, Hanju Kim, Myungha Cho, Bay Vo, Jerry Chun-Wei Lin, Unil Yun
An advanced approach for incremental flexible periodic pattern mining on time-series data. Expert Syst. Appl. 230 (2023)
Hyeonmo Kim, Chanhee Lee, Taewoong Ryu, Heonho Kim, Sinyoung Kim, Bay Vo, Jerry Chun-Wei Lin, Unil Yun
Pre-large based high utility pattern mining for transaction insertions in incremental database. Knowl. Based Syst. 268 (2023)
Taewoong Ryu, Heonho Kim, Chanhee Lee, Heonmo Kim, Bay Vo, Jerry Chun-Wei Lin, Witold Pedrycz, Unil Yun
Scalable and Efficient Approach for High Temporal Fuzzy Utility Pattern Mining. IEEE Trans. Cybern. 53 (12) (2023)
Sinyoung Kim, Hanju Kim, Myungha Cho, Hyeonmo Kim, Bay Vo, Jerry Chun-Wei Lin, Unil Yun
Efficient approach for mining high-utility patterns on incremental databases with dynamic profits. Knowl. Based Syst. 282 (2023)
Ngoc-Thao Le, Bay Vo, Unil Yun, Bac Le
A novel approach to discover frequent weighted subgraphs using the average measure. Appl. Intell. 53 (16) (2023)
Lam B. Q. Nguyen, Loan T. T. Nguyen, Bay Vo, Ivan Zelinka, Jerry Chun-Wei Lin, Unil Yun, Hung Son Nguyen
An efficient and scalable approach for mining subgraphs in a single large graph. Appl. Intell. 52 (15) (2022)
Chanhee Lee, Yoonji Baek, Taewoong Ryu, Hyeonmo Kim, Heonho Kim, Jerry Chun-Wei Lin, Bay Vo, Unil Yun
An efficient approach for mining maximized erasable utility patterns. Inf. Sci. 609 (2022)
Philippe Fournier-Viger, M. Saqib Nawaz, Yulin He, Youxi Wu, Farid Nouioua, Unil Yun
MaxFEM: Mining Maximal Frequent Episodes in Complex Event Sequences. MIWAI (2022)
Chanhee Lee, Taewoong Ryu, Hyeonmo Kim, Heonho Kim, Bay Vo, Jerry Chun-Wei Lin, Unil Yun
Efficient approach of sliding window-based high average-utility pattern mining with list structures. Knowl. Based Syst. 256 (2022)
Huy Minh Huynh, Loan T. T. Nguyen, Nam Ngoc Pham, Zuzana Komínková Oplatková, Unil Yun, Bay Vo
An efficient method for mining sequential patterns with indices. Knowl. Based Syst. 239 (2022)
Phu Pham, Loan T. T. Nguyen, Ngoc Thanh Nguyen, Witold Pedrycz, Unil Yun, Bay Vo
ComGCN: Community-Driven Graph Convolutional Network for Link Prediction in Dynamic Networks. IEEE Trans. Syst. Man Cybern. Syst. 52 (9) (2022)
Phu Pham, Loan T. T. Nguyen, Bay Vo, Unil Yun
Bot2Vec: A general approach of intra-community oriented representation learning for bot detection in different types of social networks. Inf. Syst. 103 (2022)
Chanhee Lee, Yoonji Baek, Jerry Chun-Wei Lin, Tin C. Truong, Unil Yun
Advanced uncertainty based approach for discovering erasable product patterns. Knowl. Based Syst. 241 (2022)
Tin C. Truong, Hai V. Duong, Bac Le, Philippe Fournier-Viger, Unil Yun
Mining interesting sequences with low average cost and high average utility. Appl. Intell. 52 (7) (2022)
Usman Ahmed, Gautam Srivastava, Unil Yun, Jerry Chun-Wei Lin
EANDC: An explainable attention network based deep adaptive clustering model for mental health treatment. Future Gener. Comput. Syst. 130 (2022)
Heonho Kim, Taewoong Ryu, Chanhee Lee, Hyeonmo Kim, Eunchul Yoon, Bay Vo, Jerry Chun-Wei Lin, Unil Yun
EHMIN: Efficient approach of list based high-utility pattern mining with negative unit profits. Expert Syst. Appl. 209 (2022)
Tin C. Truong, Hai V. Duong, Bac Le, Philippe Fournier-Viger, Unil Yun
Frequent high minimum average utility sequence mining with constraints in dynamic databases using efficient pruning strategies. Appl. Intell. 52 (6) (2022)
Philippe Fournier-Viger, Ying Wang, Peng Yang, Jerry Chun-Wei Lin, Unil Yun, Rage Uday Kiran
TSPIN: mining top-k stable periodic patterns. Appl. Intell. 52 (6) (2022)
Jimmy Ming-Tai Wu, Zhongcui Li, Gautam Srivastava, Unil Yun, Jerry Chun-Wei Lin
Analytics of high average-utility patterns in the industrial internet of things. Appl. Intell. 52 (6) (2022)
M. Saqib Nawaz, Philippe Fournier-Viger, Unil Yun, Youxi Wu, Wei Song
Mining High Utility Itemsets with Hill Climbing and Simulated Annealing. ACM Trans. Manag. Inf. Syst. 13 (1) (2022)
Taewoong Ryu, Unil Yun, Chanhee Lee, Jerry Chun-Wei Lin, Witold Pedrycz
Occupancy-based utility pattern mining in dynamic environments of intelligent systems. Int. J. Intell. Syst. 37 (9) (2022)
Huy M. Huynh, Loan T. T. Nguyen, Bay Vo, Zuzana Komínková Oplatková, Philippe Fournier-Viger, Unil Yun
An efficient parallel algorithm for mining weighted clickstream patterns. Inf. Sci. 582 (2022)
Jerry Chun-Wei Lin, Youcef Djenouri, Gautam Srivastava, Unil Yun, Philippe Fournier-Viger
A predictive GA-based model for closed high-utility itemset mining. Appl. Soft Comput. 108 (2021)
Heonho Kim, Unil Yun, Yoonji Baek, Jongseong Kim, Bay Vo, Eunchul Yoon, Hamido Fujita
Efficient list based mining of high average utility patterns with maximum average pruning strategies. Inf. Sci. 543 (2021)
Heonho Kim, Unil Yun, Bay Vo, Jerry Chun-Wei Lin, Witold Pedrycz
Periodicity-Oriented Data Analytics on Time-Series Data for Intelligence System. IEEE Syst. J. 15 (4) (2021)
Yongfei Yan, Gehui Shen, Song Zhang, Ting Huang, Zhi-Hong Deng, Unil Yun
Sequence generative adversarial nets with a conditional discriminator. Neurocomputing 429 (2021)
Jerry Chun-Wei Lin, Yinan Shao, Youcef Djenouri, Unil Yun
ASRNN: A recurrent neural network with an attention model for sequence labeling. Knowl. Based Syst. 212 (2021)
Bao Huynh, Loan T. T. Nguyen, Huy M. Huynh, Adrianna Kozierkiewicz, Unil Yun, Zuzana Komínková Oplatková, Bay Vo
A Novel Approach for Mining Closed Clickstream Patterns. Cybern. Syst. 52 (5) (2021)
Yoonji Baek, Unil Yun, Heonho Kim, Hyoju Nam, Hyunsoo Kim, Jerry Chun-Wei Lin, Bay Vo, Witold Pedrycz
RHUPS: Mining Recent High Utility Patterns with Sliding Window-based Arrival Time Control over Data Streams. ACM Trans. Intell. Syst. Technol. 12 (2) (2021)
Jimmy Ming-Tai Wu, Gautam Srivastava, Min Wei, Unil Yun, Jerry Chun-Wei Lin
Fuzzy high-utility pattern mining in parallel and distributed Hadoop framework. Inf. Sci. 553 (2021)
Xi Chen, Song Zhang, Gehui Shen, Zhi-Hong Deng, Unil Yun
Towards unsupervised text multi-style transfer with parameter-sharing scheme. Neurocomputing 426 (2021)
Unil Yun, Heonho Kim, Taewoong Ryu, Yoonji Baek, Hyoju Nam, Judae Lee, Bay Vo, Witold Pedrycz
Prelarge-Based Utility-Oriented Data Analytics for Transaction Modifications in Internet of Things. IEEE Internet Things J. 8 (24) (2021)
Huong Bui, Bay Vo, Tu-Anh Nguyen-Hoang, Unil Yun
Mining frequent weighted closed itemsets using the WN-list structure and an early pruning strategy. Appl. Intell. 51 (3) (2021)
Jimmy Ming-Tai Wu, Gautam Srivastava, Unil Yun, Shahab Tayeb, Jerry Chun-Wei Lin
An evolutionary computation-based privacy-preserving data mining model under a multithreshold constraint. Trans. Emerg. Telecommun. Technol. 32 (3) (2021)
Heonho Kim, Unil Yun, Yoonji Baek, Hyunsoo Kim, Hyoju Nam, Jerry Chun-Wei Lin, Philippe Fournier-Viger
Damped sliding based utility oriented pattern mining over stream data. Knowl. Based Syst. 213 (2021)
Yoonji Baek, Unil Yun, Heonho Kim, Jongseong Kim, Bay Vo, Tin C. Truong, Zhi-Hong Deng
Approximate high utility itemset mining in noisy environments. Knowl. Based Syst. 212 (2021)
Tin C. Truong, Hai V. Duong, Bac Le, Philippe Fournier-Viger, Unil Yun, Hamido Fujita
Efficient algorithms for mining frequent high utility sequences with constraints. Inf. Sci. 568 (2021)
Jongseong Kim, Unil Yun, Hyunsoo Kim, Taewoong Ryu, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Witold Pedrycz
Average utility driven data analytics on damped windows for intelligent systems with data streams. Int. J. Intell. Syst. 36 (10) (2021)
Shicheng Wan, Wensheng Gan, Xu Guo, Jiahui Chen, Unil Yun
FUIM: Fuzzy Utility Itemset Mining. CoRR (2021)
Eunchul Yoon, Soonbum Kwon, Unil Yun, Sun-Yong Kim
LDPC Decoding With Low Complexity for OFDM Index Modulation. IEEE Access 9 (2021)
Trang T. D. Nguyen, Loan T. T. Nguyen, Anh Nguyen, Unil Yun, Bay Vo
A method for efficient clustering of spatial data in network space. J. Intell. Fuzzy Syst. 40 (6) (2021)
Hyoju Nam, Unil Yun, Eunchul Yoon, Jerry Chun-Wei Lin
Efficient approach for incremental weighted erasable pattern mining with list structure. Expert Syst. Appl. 143 (2020)
Philippe Fournier-Viger, Yanjun Yang, Peng Yang, Jerry Chun-Wei Lin, Unil Yun
TKE: Mining Top-K Frequent Episodes. IEA/AIE (2020)
Jimmy Ming-Tai Wu, Qian Teng, Jerry Chun-Wei Lin, Unil Yun, Hsing-Chung Chen
Updating high average-utility itemsets with pre-large concept. J. Intell. Fuzzy Syst. 38 (5) (2020)
Jongseong Kim, Unil Yun, Eunchul Yoon, Jerry Chun-Wei Lin, Philippe Fournier-Viger
One scan based high average-utility pattern mining in static and dynamic databases. Future Gener. Comput. Syst. 111 (2020)
Yoonji Baek, Unil Yun, Eunchul Yoon, Philippe Fournier-Viger
Uncertainty-Based Pattern Mining for Maximizing Profit of Manufacturing Plants With List Structure. IEEE Trans. Ind. Electron. 67 (11) (2020)
Thang Mai, Loan T. T. Nguyen, Bay Vo, Unil Yun, Tzung-Pei Hong
Efficient Algorithm for Mining Non-Redundant High-Utility Association Rules. Sensors 20 (4) (2020)
Bay Vo, Loan T. T. Nguyen, Trinh D. D. Nguyen, Philippe Fournier-Viger, Unil Yun
A Multi-Core Approach to Efficiently Mining High-Utility Itemsets in Dynamic Profit Databases. IEEE Access 8 (2020)
Huy M. Huynh, Loan T. T. Nguyen, Bay Vo, Unil Yun, Zuzana Komínková Oplatková, Tzung-Pei Hong
Efficient algorithms for mining clickstream patterns using pseudo-IDLists. Future Gener. Comput. Syst. 107 (2020)
Philippe Fournier-Viger, Ganghuan He, Chao Cheng, Jiaxuan Li, Min Zhou, Jerry Chun-Wei Lin, Unil Yun
A survey of pattern mining in dynamic graphs. WIREs Data Mining Knowl. Discov. 10 (6) (2020)
Jerry Chun-Wei Lin, Yinan Shao, Ji Zhang, Unil Yun
Enhanced sequence labeling based on latent variable conditional random fields. Neurocomputing 403 (2020)
Hyoju Nam, Unil Yun, Bay Vo, Tin C. Truong, Zhi-Hong Deng, Eunchul Yoon
Efficient Approach for Damped Window-Based High Utility Pattern Mining With List Structure. IEEE Access 8 (2020)
Unil Yun, Hyoju Nam, Jongseong Kim, Heonho Kim, Yoonji Baek, Judae Lee, Eunchul Yoon, Tin C. Truong, Bay Vo, Witold Pedrycz
Efficient transaction deleting approach of pre-large based high utility pattern mining in dynamic databases. Future Gener. Comput. Syst. 103 (2020)
Hyoju Nam, Unil Yun, Eunchul Yoon, Jerry Chun-Wei Lin
Efficient approach of recent high utility stream pattern mining with indexed list structure and pruning strategy considering arrival times of transactions. Inf. Sci. 529 (2020)
Yoonji Baek, Unil Yun, Heonho Kim, Hyoju Nam, Gangin Lee, Eunchul Yoon, Bay Vo, Jerry Chun-Wei Lin
Erasable pattern mining based on tree structures with damped window over data streams. Eng. Appl. Artif. Intell. 94 (2020)
Tsu-Yang Wu, Jerry Chun-Wei Lin, Unil Yun, Chun-Hao Chen, Gautam Srivastava, Xianbiao Lv
An efficient algorithm for fuzzy frequent itemset mining. J. Intell. Fuzzy Syst. 38 (5) (2020)
Yoonji Baek, Unil Yun, Jerry Chun-Wei Lin, Eunchul Yoon, Hamido Fujita
Efficiently mining erasable stream patterns for intelligent systems over uncertain data. Int. J. Intell. Syst. 35 (11) (2020)
Unil Yun, Hyoju Nam, Gangin Lee, Eunchul Yoon
Efficient approach for incremental high utility pattern mining with indexed list structure. Future Gener. Comput. Syst. 95 (2019)
Unil Yun, Gangin Lee, Eunchul Yoon
Advanced approach of sliding window based erasable pattern mining with list structure of industrial fields. Inf. Sci. 494 (2019)
Philippe Fournier-Viger, Peng Yang, Jerry Chun-Wei Lin, Unil Yun
HUE-Span: Fast High Utility Episode Mining. ADMA (2019)
Tin C. Truong, Hai V. Duong, Bac Le, Philippe Fournier-Viger, Unil Yun
Efficient high average-utility itemset mining using novel vertical weak upper-bounds. Knowl. Based Syst. 183 (2019)
Philippe Fournier-Viger, Chao Cheng, Jerry Chun-Wei Lin, Unil Yun, R. Uday Kiran
TKG: Efficient Mining of Top-K Frequent Subgraphs. BDA (2019)
Eunchul Yoon, Sun-Yong Kim, Soonbum Kwon, Unil Yun
An Efficient Index Mapping Algorithm for OFDM-Index Modulation. IEEE Access 7 (2019)
Eunchul Yoon, Janghyun Kim, Unil Yun
Doppler Spread Estimation for an OFDM System with a Rayleigh Fading Channel. IEICE Trans. Commun. (5) (2018)
Judae Lee, Unil Yun, Gangin Lee, Eunchul Yoon
Efficient incremental high utility pattern mining based on pre-large concept. Eng. Appl. Artif. Intell. 72 (2018)
Janghyun Kim, Unil Yun, Duckdong Hwang, Eunchul Yoon
Low Complexity Pilot Allocation Scheme for a Large OFDM Block with Null Subcarriers. Wirel. Commun. Mob. Comput. 2018 (2018)
Gangin Lee, Unil Yun
Performance and characteristic analysis of maximal frequent pattern mining methods using additional factors. Soft Comput. 22 (13) (2018)
Unil Yun, Donggyu Kim, Eunchul Yoon, Hamido Fujita
Damped window based high average utility pattern mining over data streams. Knowl. Based Syst. 144 (2018)
Gangin Lee, Unil Yun
Single-pass based efficient erasable pattern mining using list data structure on dynamic incremental databases. Future Gener. Comput. Syst. 80 (2018)
Eunchul Yoon, Duckdong Hwang, Chanki Jang, Janghyun Kim, Unil Yun
Blind Selected Mapping with Side Information Estimation Based on the Received Pilot Signal. Wirel. Commun. Mob. Comput. 2018 (2018)
Gangin Lee, Unil Yun
A new efficient approach for mining uncertain frequent patterns using minimum data structure without false positives. Future Gener. Comput. Syst. 68 (2017)
Heungmo Ryang, Unil Yun
Indexed list-based high utility pattern mining with utility upper-bound reduction and pattern combination techniques. Knowl. Inf. Syst. 51 (2) (2017)
Unil Yun, Heungmo Ryang, Gangin Lee, Hamido Fujita
An efficient algorithm for mining high utility patterns from incremental databases with one database scan. Knowl. Based Syst. 124 (2017)
Unil Yun, Donggyu Kim
Mining of high average-utility itemsets using novel list structure and pruning strategy. Future Gener. Comput. Syst. 68 (2017)
Gangin Lee, Unil Yun, Keun Ho Ryu
Mining Frequent Weighted Itemsets without Storing Transaction IDs and Generating Candidates. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 25 (1) (2017)
Unil Yun, Gangin Lee, Eunchul Yoon
Efficient High Utility Pattern Mining for Establishing Manufacturing Plans With Sliding Window Control. IEEE Trans. Ind. Electron. 64 (9) (2017)
Judae Lee, Unil Yun, Gangin Lee
Analyzing of incremental high utility pattern mining based on tree structures. Hum. centric Comput. Inf. Sci. 7 (2017)
Donggyu Kim, Unil Yun
Efficient algorithm for mining high average-utility itemsets in incremental transaction databases. Appl. Intell. 47 (1) (2017)
Donggyu Kim, Unil Yun
Mining high utility itemsets based on the time decaying model. Intell. Data Anal. 20 (5) (2016)
Unil Yun, Donggyu Kim
Analysis of Privacy Preserving Approaches in High Utility Pattern Mining. CSA/CUTE (2016)
Unil Yun, Heungmo Ryang, Oh-Cheon Kwon
Monitoring vehicle outliers based on clustering technique. Appl. Soft Comput. 49 (2016)
Heungmo Ryang, Unil Yun
Performance Analysis of Tree-Based Algorithms for Incremental High Utility Pattern Mining. CSA/CUTE (2016)
Unil Yun, Heungmo Ryang
Design of Shoot'em up Game Using OpenGL. CSA/CUTE (2016)
Unil Yun, Gangin Lee
Incremental mining of weighted maximal frequent itemsets from dynamic databases. Expert Syst. Appl. 54 (2016)
Unil Yun, Donggyu Kim, Heungmo Ryang, Gangin Lee, Kyung-Min Lee
Mining recent high average utility patterns based on sliding window from stream data. J. Intell. Fuzzy Syst. 30 (6) (2016)
Wooseong Jeong, Unil Yun
Development of 2D Side-Scrolling Running Game Using the Unity 3D Game Engine. CSA/CUTE (2016)
Heungmo Ryang, Unil Yun
High utility pattern mining over data streams with sliding window technique. Expert Syst. Appl. 57 (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Unil Yun