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MALLET

swMATH ID: 10602
Software Authors: McCallum, Andrew; et al.
Description: MALLET is a Java-based package for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to text. MALLET includes sophisticated tools for document classification: efficient routines for converting text to ”features”, a wide variety of algorithms (including Naïve Bayes, Maximum Entropy, and Decision Trees), and code for evaluating classifier performance using several commonly used metrics. In addition to classification, MALLET includes tools for sequence tagging for applications such as named-entity extraction from text. Algorithms include Hidden Markov Models, Maximum Entropy Markov Models, and Conditional Random Fields. These methods are implemented in an extensible system for finite state transducers. ..
Homepage: http://mallet.cs.umass.edu/
Related Software: WEKA; C4.5; LIBSVM; gensim; UCI-ml; R; Scikit; topicmodels; RCV1; Lucene; SentiWordNet; LingPipe; STRUCTURE; rstiefel; RcppArmadillo; Rcpp; CODA; AppliedPredictiveModeling; Caffe; MLlib
Cited in: 17 Documents
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Cited by 51 Authors

2 Doss, Hani
1 Aggarwal, Charu C.
1 Arbabifard, Kamyar
1 Ashenfelter, Adam
1 Bhattacharya, Vivek
1 Broman, David
1 Buntine, Wray L.
1 Burnett, Margaret
1 Chen, Zhe
1 Das, Shubhomoy
1 Dietterich, Thomas G.
1 Do, Le Minh
1 Drake, Barry L.
1 Du, Rundong
1 Elloumi, Mourad
1 George, Clint P.
1 Giannakopoulos, George
1 Gudivada, Venkat N.
1 Hao, Guohua
1 Huang, Chun-Ying
1 Itai, Alon
1 Jacobs, Kayla
1 Jonsson, Leif
1 Joseph, Joshua
1 Kuang, Da
1 Lee, Yuh-Jye
1 Liao, Stephen Shaoyi
1 Lim, Kar Wai
1 Lim, Lek-Heng
1 Lin, Lizhen
1 Magnusson, Måns
1 McIntosh, Kevin
1 Mirylenka, Katsiaryna
1 Moore, Travis
1 Mukherjee, Sayan
1 Oberst, Ian
1 Palpanas, Themis
1 Pao, Hsing-Kuo
1 Park, Haesun
1 Roy, Nicholas
1 Stumpf, Simone
1 Tellex, Stefanie
1 Thaker, Pratiksha
1 Thomas, Brian St.
1 Villani, Mattias
1 Wintner, Shuly
1 Wong, Weng-Keen
1 Xu, Kaiquan
1 You, Kisung
1 Zhao, J. Leon
1 Zomaya, Albert Y.
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Cited in 10 Serials

3 Journal of Computational and Graphical Statistics
2 Machine Learning
2 Journal of Machine Learning Research (JMLR)
1 Artificial Intelligence
1 Econometrica
1 Journal of Global Optimization
1 Annals of Mathematics and Artificial Intelligence
1 INFORMS Journal on Computing
1 Data Mining and Knowledge Discovery
1 Applied Stochastic Models in Business and Industry
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Cited in 7 Fields

12 Statistics (62-XX)
10 Computer science (68-XX)
2 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
1 Linear and multilinear algebra; matrix theory (15-XX)
1 Probability theory and stochastic processes (60-XX)
1 Operations research, mathematical programming (90-XX)
1 Biology and other natural sciences (92-XX)

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