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PRMLT

swMATH ID: 42125
Software Authors: C. Bishop
Description: PRMLT: Pattern Recognition and Machine Learning Toolbox. This Matlab package implements machine learning algorithms described in the great textbook: Pattern Recognition and Machine Learning by C. Bishop (PRML). It is written purely in Matlab language. It is self-contained. There is no external dependency.
Homepage: http://prml.github.io
Source Code: https://github.com/PRML/PRMLT
Dependencies: Matlab
Related Software: UCI-ml; ElemStatLearn; PMTK; R; BayesDA; Adam; LIBSVM; Scikit; GitHub; Matlab; TensorFlow; ImageNet; darch; AlexNet; SIFT; PyTorch; SemiPar; Stan; mclust; AdaGrad
Cited in: 1,117 Publications

Standard Articles

1 Publication describing the Software, including 1 Publication in zbMATH Year
Pattern recognition and machine learning. Zbl 1107.68072
Bishop, Christopher M.
2006
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Cited by 2,732 Authors

14 Sugiyama, Masashi
14 Zabaras, Nicholas J.
12 Kel’manov, Aleksandr Vasil’evich
12 Wand, Matthew P.
9 Khandeev, Vladimir Il’ich
9 Nott, David John
8 Koutsourelakis, Phaedon-Stelios
8 Stuart, Andrew M.
7 Bouguila, Nizar
7 Kim, Hea-Jung
7 Murphy, Thomas Brendan
7 Ormerod, John T.
6 Husmeier, Dirk
6 Konishi, Sadanori
6 Kutz, J. Nathan
6 Latouche, Pierre
6 Popkov, Yuriĭ Solomonovich
5 Alquier, Pierre
5 Bilionis, Ilias
5 Brunton, Steven L.
5 Katsoulakis, Markos A.
5 Lipovetsky, Stan
5 Pyatkin, Artëm Valer’evich
5 Rowley, Clarence W.
5 Tran, Minh Ngoc
4 Benavoli, Alessio
4 Blei, David M.
4 Bouveyron, Charles
4 De Baets, Bernard
4 Filippone, Maurizio
4 Girolami, Mark A.
4 Hjalmarsson, Håkan
4 Khamidullin, Sergeĭ Asgadullovich
4 Lin, Guang
4 Lin, Zhiping
4 Peherstorfer, Benjamin
4 Popkov, Alexey Yu.
4 Sciandrone, Marco
4 Strijov, Vadim V.
4 Tan, Linda S. L.
4 Waegeman, Willem
4 Weber, Hendrik
4 Yamada, Makoto
3 Biehl, Michael
3 Boykov, Yuri
3 Chatzis, Sotirios P.
3 Chopin, Nicolas
3 Corander, Jukka
3 Fan, Wentao
3 Friston, Karl J.
3 Goldwurm, Massimiliano
3 Haghighat, Ehsan
3 Hall, Peter Gavin
3 Hansen, Thomas Mejer
3 Hauberg, Søren
3 Hernández-Lobato, Jose Miguel
3 Heskes, Tom M.
3 Juanes, Ruben
3 Kanamori, Takafumi
3 Kawano, Shuichi
3 Khalil, Mohammad
3 Kohn, Robert J.
3 Lin, Jianyi
3 Matsui, Hidetoshi
3 Maulik, Romit
3 Nikou, Christophoros
3 Pan, Yuangang
3 Pettit, Chris L.
3 Piga, Dario
3 Poirel, Dominique
3 Proctor, Joshua L.
3 Sandhu, Rimple
3 Sanguinetti, Guido
3 Sarkar, Abhijit
3 Sick, Bernhard
3 Sollich, Peter
3 Song, Zhanjie
3 Suárez, Alberto
3 Sun, Lei
3 Suzuki, Taiji
3 Takeda, Akiko
3 Tartakovsky, Daniel M.
3 Toh, Kar-Ann
3 Tsang, Ivor Wai-Hung
3 Tsilifis, Panagiotis A.
3 Verleysen, Michel
3 Willcox, Karen E.
3 Williams, Matthew O.
3 Yeo, Kyongmin
3 Zhang, Hao Helen
2 Aldegunde, Manuel
2 Alizadeh, Sasan H.
2 Alonso-Betanzos, Amparo
2 Aoshima, Makoto
2 Aquilanti, Laura
2 Arridge, Simon R.
2 Aziznejad, Shayan
2 Azzimonti, Dario
2 Bach, Francis R.
2 Bai, Ruibin
...and 2,632 more Authors
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Cited in 267 Serials

58 Pattern Recognition
48 Journal of Computational Physics
48 Machine Learning
35 Neural Computation
32 Neural Networks
27 Computer Methods in Applied Mechanics and Engineering
26 Computational Statistics and Data Analysis
22 Statistics and Computing
21 Automatica
21 Information Sciences
15 Computational Statistics
15 European Journal of Operational Research
13 International Journal of Computer Vision
13 Journal of Machine Learning Research (JMLR)
13 Electronic Journal of Statistics
13 The Annals of Applied Statistics
12 Journal of Mathematical Psychology
12 International Journal of Approximate Reasoning
12 Journal of Mathematical Imaging and Vision
12 Annals of Mathematics and Artificial Intelligence
12 Journal of Theoretical Biology
11 Data Mining and Knowledge Discovery
10 Journal of the Franklin Institute
10 Advances in Data Analysis and Classification. ADAC
9 Artificial Intelligence
9 Physica A
9 Journal of the American Statistical Association
9 Annals of Operations Research
9 Automation and Remote Control
9 SIAM Journal on Scientific Computing
9 Mathematical Geosciences
8 Computational Mathematics and Mathematical Physics
8 Communications in Statistics. Simulation and Computation
8 Communications in Statistics. Theory and Methods
8 Computational Optimization and Applications
8 Mathematical Problems in Engineering
8 Journal of Applied Statistics
8 Journal of Statistical Mechanics: Theory and Experiment
7 The Annals of Statistics
7 Journal of Multivariate Analysis
7 Theoretical Computer Science
7 Journal of the Korean Statistical Society
6 Applied Mathematics and Computation
6 Journal of Computational and Applied Mathematics
6 Quantitative Finance
6 Entropy
6 Journal of Computational and Graphical Statistics
5 Journal of Statistical Planning and Inference
5 Statistical Science
5 Computational Mechanics
5 Journal of Global Optimization
5 Applied and Computational Harmonic Analysis
5 SIAM Journal on Imaging Sciences
4 Computers and Fluids
4 Computers & Mathematics with Applications
4 Inverse Problems
4 Statistics & Probability Letters
4 Physica D
4 Journal of Statistical Computation and Simulation
4 Mathematical Programming. Series A. Series B
4 PAA. Pattern Analysis and Applications
4 Australian & New Zealand Journal of Statistics
4 Statistical Applications in Genetics and Molecular Biology
4 Mathematics in Computer Science
4 Statistical Analysis and Data Mining
4 Algorithms
3 Biological Cybernetics
3 Journal of Statistical Physics
3 Physics Letters. A
3 Psychometrika
3 Journal of Optimization Theory and Applications
3 Operations Research
3 Computers & Operations Research
3 Journal of Automated Reasoning
3 Journal of Scientific Computing
3 Signal Processing
3 Applied Mathematical Modelling
3 Cybernetics and Systems Analysis
3 Journal of Computational Neuroscience
3 Chaos
3 Communications in Nonlinear Science and Numerical Simulation
3 International Journal of Applied Mathematics and Computer Science
3 Quantum Information Processing
3 International Journal of Wavelets, Multiresolution and Information Processing
3 Computational & Mathematical Methods in Medicine
3 Bayesian Analysis
3 Computer Science Review
3 Journal of Computational Dynamics
3 SIAM/ASA Journal on Uncertainty Quantification
3 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences
3 SIAM Journal on Mathematics of Data Science
2 International Journal of Control
2 International Journal of Theoretical Physics
2 Journal of Fluid Mechanics
2 Chaos, Solitons and Fractals
2 Applied Mathematics and Optimization
2 Biometrical Journal
2 Biometrics
2 Computing
2 Fuzzy Sets and Systems
...and 167 more Serials
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Cited in 46 Fields

578 Statistics (62-XX)
478 Computer science (68-XX)
160 Numerical analysis (65-XX)
110 Operations research, mathematical programming (90-XX)
101 Biology and other natural sciences (92-XX)
75 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
66 Probability theory and stochastic processes (60-XX)
61 Systems theory; control (93-XX)
61 Information and communication theory, circuits (94-XX)
28 Mechanics of deformable solids (74-XX)
27 Statistical mechanics, structure of matter (82-XX)
26 Partial differential equations (35-XX)
23 Dynamical systems and ergodic theory (37-XX)
23 Fluid mechanics (76-XX)
21 Combinatorics (05-XX)
21 Quantum theory (81-XX)
19 Geophysics (86-XX)
17 Calculus of variations and optimal control; optimization (49-XX)
14 Linear and multilinear algebra; matrix theory (15-XX)
8 Operator theory (47-XX)
7 Mathematical logic and foundations (03-XX)
5 Measure and integration (28-XX)
5 Harmonic analysis on Euclidean spaces (42-XX)
5 Functional analysis (46-XX)
5 Algebraic topology (55-XX)
5 Mechanics of particles and systems (70-XX)
4 Ordinary differential equations (34-XX)
4 Differential geometry (53-XX)
3 General and overarching topics; collections (00-XX)
3 Approximations and expansions (41-XX)
2 Algebraic geometry (14-XX)
2 Category theory; homological algebra (18-XX)
2 Special functions (33-XX)
2 Integral equations (45-XX)
2 Global analysis, analysis on manifolds (58-XX)
1 History and biography (01-XX)
1 Topological groups, Lie groups (22-XX)
1 Real functions (26-XX)
1 Potential theory (31-XX)
1 Difference and functional equations (39-XX)
1 Geometry (51-XX)
1 General topology (54-XX)
1 Manifolds and cell complexes (57-XX)
1 Optics, electromagnetic theory (78-XX)
1 Relativity and gravitational theory (83-XX)
1 Astronomy and astrophysics (85-XX)

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