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SPMF

swMATH ID: 11999
Software Authors: Fournier-Viger, Philippe; Gomariz, Antonio; Gueniche, Ted; Soltani, Azadeh; Wu, Cheng-Wei; Tseng, Vincent S.
Description: SPMF: a Java open-source pattern mining library. We present SPMF, an open-source data mining library offering implementations of more than 55 data mining algorithms. SPMF is a cross-platform library implemented in Java, specialized for discovering patterns in transaction and sequence databases such as frequent itemsets, association rules and sequential patterns. The source code can be integrated in other Java programs. Moreover, SPMF offers a command line interface and a simple graphical interface for quick testing. The source code is available under the GNU General Public License, version 3. The website of the project offers several resources such as documentation with examples of how to run each algorithm, a developer’s guide, performance comparisons of algorithms, data sets, an active forum, a FAQ and a mailing list.
Homepage: http://www.philippe-fournier-viger.com/spmf/
Keywords: data mining; library; frequent pattern mining; sequence database; transaction database; open-source
Related Software: PrefixSpan; SPADE; CloSpan; ERMiner; GitHub; Scikit; LCM; Minebench; Proofwatch; TacticToe; PVS; Holophrasm; Archive Formal Proofs; DeepMath; FEMaLeCoP; E-MaLeS; HOLyHammer; Reo; ELKI; mclust
Cited in: 20 Documents
Further Publications: http://www.philippe-fournier-viger.com/spmf/index.php?link=citations.php
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Cited by 73 Authors

9 Fournier-Viger, Philippe
2 Fujita, Hamido
2 Kiran, Rage Uday
2 Le, Bac
2 Lin, Jerry Chun-Wei
1 An, Aijun
1 Baiardi, Fabrizio
1 Boizumault, Patrice
1 Cao, Longbing
1 Charnois, Thierry
1 Chen, Chun-Hao
1 Chen, Yan
1 D’Andreagiovanni, Michele
1 De Raedt, Luc
1 Dinh, Duy-Tai
1 Djenouri, Youcef
1 Dong, Xiangjun
1 Dries, Anton
1 Duong, Hai M.
1 Gandomi, Amir Hossein
1 Gao, Hong
1 Gomariz, Antonio
1 Gueniche, Ted
1 Guns, Tias
1 Han, Xixian
1 Huynh, Van-Nam
1 Kardkovács, Zsolt Tivadar
1 Karra, Saketh
1 Kemmar, Amina
1 Kovács, Gábor Z.
1 Labatut, Vincent
1 Lebbah, Yahia
1 Li, Jianzhong
1 Li, Yan
1 Li, Zhitian
1 Li, Zhongcui
1 Lipilini, Jacopo
1 Liu, Xianmin
1 Loudni, Samir
1 Luna, José María
1 Menezes, Bernard L.
1 Min, Fan
1 Murlidharan, Vijayalakshmi
1 Naskali, Ahmet Teoman
1 Nawaz, Muhammad Saqib
1 Nguyen, Quang Minh
1 Nijssen, Siegfried
1 Niu, Xinzheng
1 Orman, Günce Keziban
1 Ruggieri, Salvatore
1 Shahbahrami, Asadollah
1 Sinha, Deeksha
1 Soltani, Azadeh
1 Sun, Meng
1 Tack, Guido
1 Telikani, Akbar
1 Tonelli, Federico
1 Truong, Tin
1 Tseng, Vincent S. M.
1 Tulabandhula, Theja
1 Ventura, Sebastián
1 Wu, Chengwei
1 Wu, Jimmy Ming-Tai
1 Wu, Xindong
1 Wu, Youxi
1 Yan, Yihe
1 Yang, Peng
1 Ye, Libin
1 Yuan, Zhu
1 Yun, Unil
1 Zhang, Zhiheng
1 Zheng, Zhigang
1 Zihayat, Morteza
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Cited in 12 Serials

7 Information Sciences
2 Artificial Intelligence
1 Physica A
1 Opsearch
1 International Journal of Approximate Reasoning
1 Machine Learning
1 European Journal of Operational Research
1 Constraints
1 Journal of Machine Learning Research (JMLR)
1 Mathematical Biosciences and Engineering
1 Acta Universitatis Sapientiae. Informatica
1 Journal of Logical and Algebraic Methods in Programming
all top 5

Cited in 6 Fields

16 Computer science (68-XX)
3 Statistics (62-XX)
2 Operations research, mathematical programming (90-XX)
1 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
1 Biology and other natural sciences (92-XX)
1 Information and communication theory, circuits (94-XX)

Citations by Year