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2020 – today
- 2025
[j137]Heonho Kim, Hanju Kim, Myungha Cho, Taewoong Ryu, Chanhee Lee, Unil Yun:
Regularity-driven pattern extraction and analysis approach by the pre-pruning technique without pattern loss. Future Gener. Comput. Syst. 166: 107670 (2025)- 2024
- [j136]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: 77605-77620 (2024) - [j135]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: 119924 (2024) - [j134]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: 120257 (2024) - [j133]Yoonji Baek, Hanju Kim, Myungha Cho, Hyeonmo Kim, Chanhee Lee, Taewoong Ryu, Heonho Kim, Bay Vo, Vincent W. Gan, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Witold Pedrycz, Unil Yun:
An efficient approach for incremental erasable utility pattern mining from non-binary data. Knowl. Inf. Syst. 66(10): 5919-5958 (2024) - [j132]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: 112001 (2024) - [j131]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: 112035 (2024) - [j130]Myungha Cho, Hanju Kim, Seungwan Park, Doyoung Kim, Doyoon Kim, Unil Yun:
Advanced approach for mining utility occupancy patterns in incremental environment. Knowl. Based Syst. 306: 112713 (2024) - 2023
- [j129]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: 43140-43158 (2023) - [j128]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: 104789-104805 (2023) - [j127]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): 19491-19504 (2023) - [j126]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: 119395 (2023) - [j125]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: 120697 (2023) - [j124]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: 119331 (2023) - [j123]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: 110441 (2023) - [j122]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: 110478 (2023) - [j121]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: 111060 (2023) - [j120]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): 6027-6040 (2023) - [j119]Taewoong Ryu, Hyeonho 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): 7672-7685 (2023) - [j118]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): 7667-7675 (2023) - [j117]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): 953-961 (2023) - 2022
- [j116]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): 6106-6128 (2022) - [j115]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): 6450-6463 (2022) - [j114]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): 6917-6938 (2022) - [j113]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): 7136-7157 (2022) - [j112]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): 17881-17895 (2022) - [j111]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: 118214 (2022) - [j110]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: 106-113 (2022) - [j109]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): 5477-5507 (2022) - [j108]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: 101771 (2022) - [j107]Huy Minh 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: 349-368 (2022) - [j106]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: 1288-1308 (2022) - [j105]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: 107946 (2022) - [j104]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: 108134 (2022) - [j103]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: 109702 (2022) - [j102]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): 4:1-4:22 (2022) - [j101]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): 5481-5493 (2022) - [c43]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: 86-98 - 2021
- [j100]Eunchul Yoon, Soonbum Kwon, Unil Yun, Sun-Yong Kim:
LDPC Decoding With Low Complexity for OFDM Index Modulation. IEEE Access 9: 68435-68444 (2021) - [j99]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): 1439-1459 (2021) - [j98]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: 107422 (2021) - [j97]Bao Huynh, Loan T. T. Nguyen, Huy Minh Huynh, Adrianna Kozierkiewicz, Unil Yun, Zuzana Komínková Oplatková, Bay Vo:
A Novel Approach for Mining Closed Clickstream Patterns. Cybern. Syst. 52(5): 328-349 (2021) - [j96]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) - [j95]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): 5741-5769 (2021) - [j94]Xi Chen, Song Zhang, Gehui Shen, Zhi-Hong Deng, Unil Yun:
Towards unsupervised text multi-style transfer with parameter-sharing scheme. Neurocomputing 426: 227-234 (2021) - [j93]Yongfei Yan, Gehui Shen, Song Zhang, Ting Huang, Zhi-Hong Deng, Unil Yun:
Sequence generative adversarial nets with a conditional discriminator. Neurocomputing 429: 69-76 (2021) - [j92]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): 17333-17344 (2021) - [j91]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: 85-105 (2021) - [j90]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: 31-48 (2021) - [j89]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: 239-264 (2021) - [j88]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): 11653-11670 (2021) - [j87]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: 106548 (2021) - [j86]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: 106596 (2021) - [j85]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: 106653 (2021) - [j84]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): 4958-4969 (2021) - [j83]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): 16:1-16:27 (2021) - [i1]Shicheng Wan, Wensheng Gan, Xu Guo, Jiahui Chen, Unil Yun:
FUIM: Fuzzy Utility Itemset Mining. CoRR abs/2111.00307 (2021) - 2020
- [j82]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: 50958-50968 (2020) - [j81]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: 85890-85899 (2020) - [j80]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: 103735 (2020) - [j79]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) - [j78]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: 58-78 (2020) - [j77]Huy Minh 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: 18-30 (2020) - [j76]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: 143-158 (2020) - [j75]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): 1699-1734 (2020) - [j74]Jerry Chun-Wei Lin, Yinan Shao, Ji Zhang, Unil Yun:
Enhanced sequence labeling based on latent variable conditional random fields. Neurocomputing 403: 431-440 (2020) - [j73]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: 1-27 (2020) - [j72]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): 5787-5797 (2020) - [j71]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): 5831-5840 (2020) - [j70]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): 1078 (2020) - [j69]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): 9914-9926 (2020) - [j68]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) - [c42]Philippe Fournier-Viger, Yanjun Yang, Peng Yang, Jerry Chun-Wei Lin, Unil Yun:
TKE: Mining Top-K Frequent Episodes. IEA/AIE 2020: 832-845
2010 – 2019
- 2019
- [j67]Eunchul Yoon, Sun-Yong Kim, Soonbum Kwon, Unil Yun:
An Efficient Index Mapping Algorithm for OFDM-Index Modulation. IEEE Access 7: 184194-184206 (2019) - [j66]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: 221-239 (2019) - [j65]Unil Yun, Gangin Lee, Eunchul Yoon:
Advanced approach of sliding window based erasable pattern mining with list structure of industrial fields. Inf. Sci. 494: 37-59 (2019) - [j64]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) - [c41]Philippe Fournier-Viger, Peng Yang, Jerry Chun-Wei Lin, Unil Yun:
HUE-Span: Fast High Utility Episode Mining. ADMA 2019: 169-184 - [c40]Philippe Fournier-Viger, Chao Cheng, Jerry Chun-Wei Lin, Unil Yun, R. Uday Kiran:
TKG: Efficient Mining of Top-K Frequent Subgraphs. BDA 2019: 209-226 - 2018
- [j63]Judae Lee, Unil Yun, Gangin Lee, Eunchul Yoon:
Efficient incremental high utility pattern mining based on pre-large concept. Eng. Appl. Artif. Intell. 72: 111-123 (2018) - [j62]Gangin Lee, Unil Yun:
Single-pass based efficient erasable pattern mining using list data structure on dynamic incremental databases. Future Gener. Comput. Syst. 80: 12-28 (2018) - [j61]Eunchul Yoon, Janghyun Kim, Unil Yun:
Doppler Spread Estimation for an OFDM System with a Rayleigh Fading Channel. IEICE Trans. Commun. 101-B(5): 1328-1335 (2018) - [j60]Unil Yun, Donggyu Kim, Eunchul Yoon, Hamido Fujita:
Damped window based high average utility pattern mining over data streams. Knowl. Based Syst. 144: 188-205 (2018) - [j59]Gangin Lee, Unil Yun:
Performance and characteristic analysis of maximal frequent pattern mining methods using additional factors. Soft Comput. 22(13): 4267-4273 (2018) - [j58]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) - [j57]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: 8523680:1-8523680:9 (2018) - 2017
- [j56]Donggyu Kim, Unil Yun:
Efficient algorithm for mining high average-utility itemsets in incremental transaction databases. Appl. Intell. 47(1): 114-131 (2017) - [j55]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: 89-110 (2017) - [j54]Unil Yun, Donggyu Kim:
Mining of high average-utility itemsets using novel list structure and pruning strategy. Future Gener. Comput. Syst. 68: 346-360 (2017) - [j53]Judae Lee, Unil Yun, Gangin Lee:
Analyzing of incremental high utility pattern mining based on tree structures. Hum. centric Comput. Inf. Sci. 7: 31 (2017) - [j52]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): 111-144 (2017) - [j51]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): 627-659 (2017) - [j50]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: 188-206 (2017) - [j49]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): 7239-7249 (2017) - 2016
- [j48]Donggyu Kim, Unil Yun:
Efficient mining of high utility pattern with considering of rarity and length. Appl. Intell. 45(1): 152-173 (2016) - [j47]Unil Yun, Heungmo Ryang, Oh-Cheon Kwon:
Monitoring vehicle outliers based on clustering technique. Appl. Soft Comput. 49: 845-860 (2016) - [j46]Gangin Lee, Unil Yun, Heungmo Ryang, Donggyu Kim:
Erasable itemset mining over incremental databases with weight conditions. Eng. Appl. Artif. Intell. 52: 213-234 (2016) - [j45]Unil Yun, Gangin Lee, Kyung-Min Lee:
Efficient representative pattern mining based on weight and maximality conditions. Expert Syst. J. Knowl. Eng. 33(5): 439-462 (2016) - [j44]Unil Yun, Gangin Lee:
Incremental mining of weighted maximal frequent itemsets from dynamic databases. Expert Syst. Appl. 54: 304-327 (2016) - [j43]Heungmo Ryang, Unil Yun:
High utility pattern mining over data streams with sliding window technique. Expert Syst. Appl. 57: 214-231 (2016) - [j42]Unil Yun, Gangin Lee:
Sliding window based weighted erasable stream pattern mining for stream data applications. Future Gener. Comput. Syst. 59: 1-20 (2016) - [j41]Heungmo Ryang, Unil Yun, Keun Ho Ryu:
Fast algorithm for high utility pattern mining with the sum of item quantities. Intell. Data Anal. 20(2): 395-415 (2016) - [j40]Donggyu Kim, Unil Yun:
Mining high utility itemsets based on the time decaying model. Intell. Data Anal. 20(5): 1157-1180 (2016) - [j39]Gangin Lee, Unil Yun, Heungmo Ryang, Donggyu Kim:
Approximate Maximal Frequent Pattern Mining with Weight Conditions and Error Tolerance. Int. J. Pattern Recognit. Artif. Intell. 30(6): 1650012:1-1650012:42 (2016) - [j38]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): 3605-3617 (2016) - [j37]Unil Yun, Gangin Lee, Chulhong Kim:
The Smallest Valid Extension-Based Efficient, Rare Graph Pattern Mining, Considering Length-Decreasing Support Constraints and Symmetry Characteristics of Graphs. Symmetry 8(5): 32 (2016) - [j36]Gangin Lee, Unil Yun, Kyung-Min Lee:
Analysis of tree-based uncertain frequent pattern mining techniques without pattern losses. J. Supercomput. 72(11): 4296-4318 (2016) - [c39]Donggyu Kim, Unil Yun:
State-of-the-Art Algorithms for Mining Up-to-Date High Average-Utility Patterns. CSA/CUTE 2016: 117-121 - [c38]Unil Yun, Heungmo Ryang:
Design of Shoot'em up Game Using OpenGL. CSA/CUTE 2016: 122-126 - [c37]Heungmo Ryang, Unil Yun:
Performance Analysis of Tree-Based Algorithms for Incremental High Utility Pattern Mining. CSA/CUTE 2016: 127-131 - [c36]Wooseong Jeong, Unil Yun:
Development of 2D Side-Scrolling Running Game Using the Unity 3D Game Engine. CSA/CUTE 2016: 132-136 - [c35]Gangin Lee, Unil Yun:
Analysis of Recent Maximal Frequent Pattern Mining Approaches. CSA/CUTE 2016: 873-877 - [c34]Judae Lee, Unil Yun:
Design of Noise Information Storage System Using IoT Devices. CSA/CUTE 2016: 878-882 - [c33]Unil Yun, Donggyu Kim:
Analysis of Privacy Preserving Approaches in High Utility Pattern Mining. CSA/CUTE 2016: 883-887 - 2015
- [j35]Unil Yun, Heungmo Ryang:
Incremental high utility pattern mining with static and dynamic databases. Appl. Intell. 42(2): 323-352 (2015) - [j34]Jiwon Kim, Unil Yun, Gwangbum Pyun, Heungmo Ryang, Gangin Lee, Eunchul Yoon, Keun Ho Ryu:
A blog ranking algorithm using analysis of both blog influence and characteristics of blog posts. Clust. Comput. 18(1): 157-164 (2015) - [j33]Unil Yun, Jiwon Kim:
A fast perturbation algorithm using tree structure for privacy preserving utility mining. Expert Syst. Appl. 42(3): 1149-1165 (2015) - [j32]Unil Yun, Gwangbum Pyun, Eunchul Yoon:
Efficient Mining of Robust Closed Weighted Sequential Patterns Without Information Loss. Int. J. Artif. Intell. Tools 24(1): 1550007:1-1550007:28 (2015) - [j31]Gangin Lee, Unil Yun, Heungmo Ryang:
Mining weighted erasable patterns by using underestimated constraint-based pruning technique. J. Intell. Fuzzy Syst. 28(3): 1145-1157 (2015) - [j30]Heungmo Ryang, Unil Yun:
Top-k high utility pattern mining with effective threshold raising strategies. Knowl. Based Syst. 76: 109-126 (2015) - [j29]Gangin Lee, Unil Yun, Heungmo Ryang:
An uncertainty-based approach: Frequent itemset mining from uncertain data with different item importance. Knowl. Based Syst. 90: 239-256 (2015) - [j28]Heungmo Ryang, Unil Yun, Gwangbum Pyun, Gangin Lee, Jiwon Kim:
Ranking algorithm for book reviews with user tendency and collective intelligence. Multim. Tools Appl. 74(16): 6209-6227 (2015) - [j27]Gangin Lee, Unil Yun, Heungmo Ryang, Donggyu Kim:
Multiple Minimum Support-Based Rare Graph Pattern Mining Considering Symmetry Feature-Based Growth Technique and the Differing Importance of Graph Elements. Symmetry 7(3): 1151-1163 (2015) - [j26]Eunchul Yoon, Sun-Yong Kim, Unil Yun:
A Time-Reversal-Based Transmission Using Predistortion for Intersymbol Interference Alignment. IEEE Trans. Commun. 63(2): 455-465 (2015) - 2014
- [j25]Gwangbum Pyun, Unil Yun:
Mining top-k frequent patterns with combination reducing techniques. Appl. Intell. 41(1): 76-98 (2014) - [j24]Gangin Lee, Unil Yun, Keun Ho Ryu:
Sliding window based weighted maximal frequent pattern mining over data streams. Expert Syst. Appl. 41(2): 694-708 (2014) - [j23]Unil Yun, Heungmo Ryang, Keun Ho Ryu:
High utility itemset mining with techniques for reducing overestimated utilities and pruning candidates. Expert Syst. Appl. 41(8): 3861-3878 (2014) - [j22]Heungmo Ryang, Unil Yun, Keun Ho Ryu:
Discovering high utility itemsets with multiple minimum supports. Intell. Data Anal. 18(6): 1027-1047 (2014) - [j21]Eunchul Yoon, Suhan Choi, Unil Yun:
Channel Correlation Estimation Exploiting Pilots for an OFDM System with a Comb-Type Pilot Pattern. IEICE Trans. Commun. 97-B(1): 164-170 (2014) - [j20]Changho Yim, Unil Yun, Eunchul Yoon:
Subcarrier Allocation for the Recovery of a Faulty Cell in an OFDM-Based Wireless System. IEICE Trans. Commun. 97-B(10): 2243-2250 (2014) - [j19]Unil Yun, Eunchul Yoon:
An Efficient Approach for Mining Weighted Approximate Closed Frequent Patterns Considering Noise Constraints. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 22(6): 879-912 (2014) - [j18]Unil Yun, Gangin Lee, Keun Ho Ryu:
Mining maximal frequent patterns by considering weight conditions over data streams. Knowl. Based Syst. 55: 49-65 (2014) - [j17]Gwangbum Pyun, Unil Yun, Keun Ho Ryu:
Efficient frequent pattern mining based on Linear Prefix tree. Knowl. Based Syst. 55: 125-139 (2014) - 2013
- [j16]Unil Yun, Keun Ho Ryu:
Efficient mining of maximal correlated weight frequent patterns. Intell. Data Anal. 17(5): 917-939 (2013) - [c32]Heungmo Ryang, Unil Yun:
Unsupervised Keyphrase Extraction Based Ranking Algorithm for Opinion Articles. MUE 2013: 113-119 - [c31]Gwangbum Pyun, Unil Yun:
A Frequent Pattern Mining Technique for Ranking Webpages Based on Topics. MUE 2013: 121-128 - [c30]Unil Yun, Heungmo Ryang:
Ranking Book Reviews Based on User Influence. MUE 2013: 135-141 - [c29]Gangin Lee, Unil Yun:
Frequent Graph Pattern Mining with Length-Decreasing Support Constraints. MUE 2013: 185-192 - [c28]Gwangbum Pyun, Unil Yun:
A Novel Ranking Technique Based on Page Queries. MUSIC 2013: 1-5 - [c27]Heungmo Ryang, Unil Yun:
Ranking Book Reviews Based on User Discussion. MUSIC 2013: 7-11 - [c26]Jiwon Kim, Unil Yun:
The Blog Ranking Algorithm Using Analysis of Both Blog Influence and Characteristics of Blog Posts. MUSIC 2013: 13-17 - [c25]Gangin Lee, Unil Yun:
Frequent Graph Mining Based on Multiple Minimum Support Constraints. MUSIC 2013: 19-23 - 2012
- [j15]Mohamed Ezzeldin A. Bashir, Kwang Sun Ryu, Unil Yun, Keun Ho Ryu:
Pro-Detection of Atrial Fibrillation Using Mixture of Experts. IEICE Trans. Inf. Syst. 95-D(12): 2982-2990 (2012) - [j14]Tsendsuren Munkhdalai, Meijing Li, Unil Yun, Oyun-Erdene Namsrai, Keun Ho Ryu:
An Active Co-Training Algorithm for Biomedical Named-Entity Recognition. J. Inf. Process. Syst. 8(4): 575-588 (2012) - [j13]Unil Yun, Hyeonil Shin, Keun Ho Ryu, Eunchul Yoon:
An efficient mining algorithm for maximal weighted frequent patterns in transactional databases. Knowl. Based Syst. 33: 53-64 (2012) - [c24]Gangin Lee, Unil Yun:
An Efficient Approach for Mining Frequent Sub-graphs with Support Affinities. ICHIT (1) 2012: 525-532 - [c23]Heungmo Ryang, Unil Yun:
Book Review Retrieval Techniques for Adopting Estimated Reviewer Quality. ICHIT (1) 2012: 550-557 - [c22]Unil Yun, Heungmo Ryang, Gwangbum Pyun, Gangin Lee:
Efficient Opinion Article Retrieval System. ICHIT (1) 2012: 566-573 - [c21]Unil Yun, Gangin Lee, Sung-Jin Kim:
Analyzing Efficient Algorithms of Frequent Pattern Mining. ICITCS 2012: 937-945 - [c20]Gangin Lee, Unil Yun:
Efficient Isomorphic Decision for Mining Sub Graphs with a Cyclic Form. ICITCS 2012: 947-956 - [c19]Unil Yun, Gwangbum Pyun, Sung-Jin Kim:
Performance Evaluation of Approximate Pattern Mining Based on Probabilistic and Statistical Techniques. ICITCS 2012: 957-965 - [c18]Heungmo Ryang, Unil Yun:
Collective Intelligence Based Algorithm for Ranking Book Reviews. ICITCS 2012: 1075-1083 - [c17]Gwangbum Pyun, Unil Yun:
Ranking Techniques for Finding Correlated Webpages. ICITCS 2012: 1085-1095 - [c16]Gangin Lee, Unil Yun:
Mining Weighted Frequent Sub-graphs with Weight and Support Affinities. MIWAI 2012: 224-235 - 2011
- [j12]Unil Yun, Keun Ho Ryu, Eunchul Yoon:
Weighted approximate sequential pattern mining within tolerance factors. Intell. Data Anal. 15(4): 551-569 (2011) - [j11]Unil Yun, Keun Ho Ryu:
Approximate weighted frequent pattern mining with/without noisy environments. Knowl. Based Syst. 24(1): 73-82 (2011) - [c15]Heungmo Ryang, Unil Yun:
Effective Ranking Techniques for Book Review Retrieval Based on the Structural Feature. ICHIT (1) 2011: 360-367 - [c14]Gwangbum Pyun, Unil Yun:
Efficient Food Retrieval Techniques Considering Relative Frequencies of Food Related Words. ICHIT (1) 2011: 368-375 - [c13]Minghao Piao, Jong Bum Lee, Ho-Sun Shon, Unil Yun, Keun Ho Ryu:
Enumeration Tree Based Emerging Patterns Mining by Using Two Different Supports. ICHIT (1) 2011: 708-715 - 2010
- [j10]Unil Yun, Keun Ho Ryu:
Discovering Important Sequential Patterns with Length-Decreasing Weighted Support Constraints. Int. J. Inf. Technol. Decis. Mak. 9(4): 575-599 (2010) - [j9]Anour F. A. Dafa-Alla, Ho-Sun Shon, Khalid E. K. Saeed, Minghao Piao, Unil Yun, Kyung-Joo Cheoi, Keun Ho Ryu:
IMTAR: Incremental Mining of General Temporal Association Rules. J. Inf. Process. Syst. 6(2): 163-176 (2010)
2000 – 2009
- 2009
- [j8]Unil Yun:
On pushing weight constraints deeply into frequent itemset mining. Intell. Data Anal. 13(2): 359-383 (2009) - [j7]Unil Yun:
On Identifying Useful Patterns to Analyze Products in Retail Transaction Databases. IEICE Trans. Inf. Syst. 92-D(12): 2430-2438 (2009) - [j6]Heon Gyu Lee, Wuon-Shik Kim, Kiyong Noh, Jin-Ho Shin, Unil Yun, Keun Ho Ryu:
Coronary artery disease prediction method using linear and nonlinear feature of heart rate variability in three recumbent postures. Inf. Syst. Frontiers 11(4): 419-431 (2009) - 2008
- [j5]Unil Yun:
A new framework for detecting weighted sequential patterns in large sequence databases. Knowl. Based Syst. 21(2): 110-122 (2008) - [j4]Unil Yun:
An efficient mining of weighted frequent patterns with length decreasing support constraints. Knowl. Based Syst. 21(8): 741-752 (2008) - 2007
- [j3]Unil Yun:
Efficient mining of weighted interesting patterns with a strong weight and/or support affinity. Inf. Sci. 177(17): 3477-3499 (2007) - [j2]Unil Yun:
Analyzing Sequential Patterns in Retail Databases. J. Comput. Sci. Technol. 22(2): 287-296 (2007) - [j1]Unil Yun:
Mining lossless closed frequent patterns with weight constraints. Knowl. Based Syst. 20(1): 86-97 (2007) - 2006
- [c12]Unil Yun:
A Pruning Technique to Discover Correlated Sequential Patterns in Retail Databases. Australian Conference on Artificial Intelligence 2006: 1032-1036 - [c11]Unil Yun:
Mining Sequential Support Affinity Patterns with Weight Constraints. ICDCIT 2006: 414-423 - [c10]Unil Yun, John J. Leggett, TeongJoo Ong:
Mining Weighted Sequential Patterns Based on Length-Decreasing Support Constraints. ISI 2006: 650-651 - [c9]Unil Yun, John J. Leggett:
WIP: mining Weighted Interesting Patterns with a strong weight and/or support affinity. SDM 2006: 624-628 - 2005
- [b1]Unil Yun:
New approaches to weighted frequent pattern mining. Texas A&M University, College Station, USA, 2005 - [c8]Unil Yun, John J. Leggett:
Mining Weighted Support Affinity Patterns. CAINE 2005: 232-237 - [c7]TeongJoo Ong, John J. Leggett, Unil Yun:
Visualizing Hierarchies and Collection Structures with Fractal Trees. ENC 2005: 31-40 - [c6]Unil Yun, John J. Leggett:
WLPMiner: Weighted Frequent Pattern Mining with Length-Decreasing Support Constraints. PAKDD 2005: 555-567 - [c5]Unil Yun, John J. Leggett:
WFIM: Weighted Frequent Itemset Mining with a weight range and a minimum weight. SDM 2005: 636-640 - 2003
- [c4]Hoh Peter In, ChangHwa Kim, Unil Yun, Stephen S. Yau:
Q-MAR: A QoS Resource Conflict Identification Model for Situation-Aware Middleware. FTDCS 2003: 212-218 - 2001
- [c3]Unil Yun, SunJung Kim, SangYoung Seo, Sang-Youn Lee, YoungSik Choi:
Multimedia Retrieval Service In Hanmir. WebNet 2001: 1367-1372 - 2000
- [c2]Sangyoon Lee, Daewon Kim, YoungSik Choi, Unil Yun, Jinhan Kim:
A New Image Search and Retrieval System using Text and Visual Features. WebNet 2000: 742-743 - [c1]Jinhan Kim, Daewon Kim, YoungSik Choi, Unil Yun, Sanghong Lee:
MediaWarez - an Innovative Web Multimedia Search Service Based on the CBIR Engine. WebNet 2000: 970
Coauthor Index
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