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IEEE Transactions on Parallel and Distributed Systems, ISSN 1045-9219, 07/2014, Volume 25, Issue 7, pp. 1925 - 1934
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 08/2013, Volume 40, Issue 10, pp. 4232 - 4240
► We propose an efficient projection-based approach for partial periodic pattern mining. ► The encoding concept is applied to speed up efficiency of the... 
Sequential pattern | Projection | Encoding | Data mining | Partial periodic pattern | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | SEQUENTIAL PATTERNS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | TIME-SERIES DATABASES | ENGINEERING, ELECTRICAL & ELECTRONIC | Computer science
Journal Article
Engineering Applications of Artificial Intelligence, ISSN 0952-1976, 04/2014, Volume 30, pp. 225 - 234
Journal Article
The Journal of Systems & Software, ISSN 0164-1212, 03/2017, Volume 125, pp. 170 - 182
•Proposed a novel model to find partial periodic-frequent patterns in a database.•Introduced a measure to find partial periodic-frequent patterns in a... 
Knowledge discovery in databases | Algorithms | Pattern mining | Data mining | Partial periodicity | COMPUTER SCIENCE, SOFTWARE ENGINEERING | GENERATION | COMPUTER SCIENCE, THEORY & METHODS | Analysis | Databases | Mineral industry | Mining industry
Journal Article
IEEE Transactions on Knowledge and Data Engineering, ISSN 1041-4347, 05/2003, Volume 15, Issue 3, pp. 613 - 628
Journal Article
Engineering Applications of Artificial Intelligence, ISSN 0952-1976, 2011, Volume 24, Issue 1, pp. 164 - 181
Journal Article
International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, ISSN 0218-4885, 12/2014, Volume 22, Issue 6, pp. 793 - 814
Partial periodic patterns are commonly seen in real-life applications and provide useful prediction with uncertainty. Most previous approaches have set a... 
multiple minimum supports | partial periodic pattern | projection | Data mining | sequential pattern | SEQUENCES | SEQUENTIAL PATTERNS | MULTIPLE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | TIME-SERIES DATABASES
Journal Article
IEEE Transactions on Knowledge and Data Engineering, ISSN 1041-4347, 06/2005, Volume 17, Issue 6, pp. 774 - 785
Journal Article
Information Sciences, ISSN 0020-0255, 2006, Volume 176, Issue 24, pp. 3591 - 3609
The mining of partial periodic patterns is an interesting type of data mining that is widely used in the analysis of markets, such as for stock management and... 
Data-mining | Parallel computing | Full periodic patterns | Partial periodic pattern | COMPUTER SCIENCE, INFORMATION SYSTEMS | data-mining | partial periodic pattern | parallel computing | full periodic patterns | Computer science | Algorithms | Data mining | Analysis
Journal Article
Applied Soft Computing Journal, ISSN 1568-4946, 03/2015, Volume 28, pp. 90 - 99
Journal Article
The Journal of Systems & Software, ISSN 0164-1212, 2011, Volume 84, Issue 10, pp. 1638 - 1651
► A model is proposed to find partial periodic patterns with multiple minimum supports. ► It eliminates the need to generate numerous candidate partial... 
Multiple minimum supports | FP-tree | Data mining | Partial periodicity | COMPUTER SCIENCE, SOFTWARE ENGINEERING | COMPUTER SCIENCE, THEORY & METHODS | Analysis | Databases | Scanning | Algorithms | Thresholds | Mathematical analysis | Computational efficiency | Computing time | Computer programs
Journal Article
Proceedings of the 4th Multidisciplinary International Social Networks Conference, 07/2017, Volume 129682, pp. 1 - 4
In this paper, we study the properties of partial periodic pattern mining and extend the original problem to high-utility partial periodic pattern mining... 
utility upper-bound | high utility | partial periodic pattern | data mining | Utility upper-bound | Data mining | Partial periodic pattern | High utility
Conference Proceeding
International Journal of Data Warehousing and Mining, ISSN 1548-3924, 04/2014, Volume 10, Issue 2, pp. 18 - 38
Partial periodic patterns are commonly seen in real-world applications. The major problem of mining partial periodic patterns is the efficiency problem due to... 
Projection | Sequential pattern | Data mining | Partial periodic pattern | COMPUTER SCIENCE, SOFTWARE ENGINEERING | Sequential Pattern | Data Mining | Partial Periodic Pattern | Studies | Crude oil prices | Algorithms | Filtering software | Time series | Filtration | Filtering | Pruning | Strategy | Mines
Journal Article
2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 10/2017, Volume 2017-, pp. 820 - 824
Different from full periodic patterns, partial periodic patterns could ignore the occurrence of some events in time positions. In this paper, we have presented... 
Algorithm design and analysis | Computer science | Itemsets | Heuristic algorithms | gradually pruning | Knowledge discovery | utility | partial periodic pattern | Data mining | Gradually pruning | Utility | Partial periodic pattern
Conference Proceeding
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2016, Volume 9546, pp. 109 - 127
Conference Proceeding
Springer Proceedings in Complexity, ISSN 2213-8684, 2013, pp. 47 - 54
Conference Proceeding
2012 IEEE 20th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, ISSN 1526-7539, 08/2012, pp. 51 - 58
Cognitive radio appears as a promising technology to allocate wireless spectrum between licensed and unlicensed users in an efficient way. The availability of... 
Cognitive Radio | Computational modeling | Time series analysis | Hidden Markov models | Occupancy Prediction | Partial Periodic Pattern Mining | Entropy | Sensors | Indexes | Dynamic Spectrum Access (DSA) | Autoregressive processes
Conference Proceeding
2013 9th International Conference on Information, Communications & Signal Processing, 12/2013, pp. 1 - 4
Partial periodic patterns are commonly seen in real-world applications. Most of the previous approaches set a single minimum support threshold for all the... 
Frequency conversion | multiple minimum supports | partial periodic pattern | projection | sequential pattern | data mining
Conference Proceeding
2016 International Conference on Global Trends in Signal Processing, Information Computing and Communication (ICGTSPICC), 12/2016, pp. 567 - 575
Conference Proceeding
IEEE Transactions on Knowledge and Data Engineering, ISSN 1041-4347, 10/2019, Volume 31, Issue 10, pp. 1912 - 1925
Monitoring user behaviors over high speed links is important for applications such as network anomaly detection. Previous work focuses on monitoring anomalies... 
data streams | Information filters | Sketch | anomaly detection | network traffic monitoring | IP networks | Servers | Data mining | Monitoring | sketch | PARTIAL PERIODIC PATTERNS | FREQUENT | TRACKING | COMPUTER SCIENCE, INFORMATION SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
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