Machine Learning

Machine learning is a subfield of computer science that evolved from the study of pattern recognition and computational learning theory in artificial intelligence. In 1959, Arthur Samuel defined machine learning as a "Field of study that gives computers the ability to learn without being explicitly programmed". Machine learning explores the study and construction of algorithms that can learn from and make predictions on data. Such algorithms operate by building a model from example inputs in order to make data-driven predictions or decisions, rather than following strictly static program instructions.

Author Distribution

Top Authors ( author's name : number of papers / citations )

2014
Antoine Bordes: 3 / 244
Yoshua Bengio: 3 / 244
Jason Weston: 3 / 244
Xavier Glorot: 2 / 233
Yoram Bachrach: 1 / 160
Pushmeet Kohli: 1 / 160
Michal Kosinski: 1 / 160
David Stillwell: 1 / 160
Thore Graepel: 1 / 160
Marco Signoretto: 1 / 156
Quoc Tran Dinh: 1 / 156
Lieven Lathauwer: 1 / 156
Johan A. Suykens: 1 / 156
C. Perlich: 1 / 95
Christophe G. Giraud-Carrier: 1 / 95
O. Stitelman: 1 / 95
T. Raeder: 1 / 95
F. Provost: 1 / 95
B. Dalessandro: 1 / 95
Tony R. Martinez: 1 / 95
2015
Angelika Kimmig: 2 / 133
Omar Fawzi: 1 / 132
Pascal Frossard: 1 / 132
Alhussein Fawzi: 1 / 132
Cynthia Rudin: 1 / 103
Berk Ustun: 1 / 103
Anna Potapenko: 1 / 75
Konstantin Vorontsov: 1 / 75
Kristian Kersting: 3 / 75
Luc De Raedt: 1 / 73
Lise Getoor: 1 / 60
Lilyana Mihalkova: 1 / 60
Shenghuo Zhu: 2 / 52
Hemant Ishwaran: 1 / 51
Sriraam Natarajan: 2 / 47
Geoff Holmes: 1 / 45
Albert Bifet: 1 / 45
Bernhard Pfahringer: 1 / 45
Jesse Read: 1 / 45
Indrė ŽLiobaitė: 1 / 45
2016
Ioannis P. Vlahavas: 1 / 47
Grigorios Tsoumakas: 1 / 47
William Groves: 1 / 47
Eleftherios Spyromitros Xioufis: 1 / 47
Gerhard Neumann: 1 / 40
Herke Van Hoof: 1 / 40
Christian Daniel: 1 / 40
Jan Peters: 1 / 40
Samuel Kaski: 3 / 36
Elena Mocanu: 1 / 33
Madeleine Gibescu: 1 / 33
Phuong H. Nguyen: 1 / 33
Decebal Constantin Mocanu: 1 / 33
Antonio Liotta: 1 / 33
Peter A. Flach: 2 / 24
Nikolaos Nikolaou: 1 / 19
Fabio T. Ramos: 1 / 19
Eemeli LeppäAho: 1 / 19
Wolfgang Ertel: 1 / 19
Suleiman A. Khan: 1 / 19
2017
Jack Dunn: 1 / 71
Dimitris Bertsimas: 1 / 71
FabríCio Enembreck: 1 / 55
Geoff Holmes: 1 / 55
Heitor Murilo Gomes: 1 / 55
Bernhard Pfharinger: 1 / 55
Talel Abdessalem: 1 / 55
Jesse Read: 1 / 55
Jean Paul Barddal: 1 / 55
Albert Bifet: 1 / 55
Dino Pedreschi: 1 / 36
Giulio Rossetti: 1 / 36
Luca Pappalardo: 1 / 36
Fosca Giannotti: 1 / 36
Ilja Kuzborskij: 1 / 25
Francesco Orabona: 1 / 25
CéLine Robardet: 1 / 20
Albrecht Zimmermann: 1 / 20
Ahmed Anes Bendimerad: 1 / 20
Marc Plantevit: 1 / 20
2018
Joaquin Vanschoren: 2 / 23
Jan N. Van Rijn: 2 / 23
Pavel Brazdil: 2 / 20
Alireza Tamaddoni-Nezhad: 2 / 18
Stephen H. Muggleton: 2 / 18
Davaatseren Baatar: 1 / 16
Kate Smith-Miles: 1 / 16
Mario A. MuñOz: 1 / 16
Laura Villanova: 1 / 16
Christina Zeller: 1 / 14
Tarek R. Besold: 1 / 14
Ute Schmid: 1 / 14
Geoffrey Holmes: 1 / 12
Frank Hutter: 1 / 12
Marius Lindauer: 1 / 12
Holger H. Hoos: 1 / 12
Kevin Leyton-Brown: 1 / 12
Bernhard Pfahringer: 1 / 12
Katharina Eggensperger: 1 / 12
Salisu Mamman Abdulrahman: 1 / 11

Publications

Browse by Citation
57

Spatio-temporal convolution kernelsCited by 22

Konstantin Knauf,Daniel Memmert,Ulf Brefeld
(2015)
67

Bayesian multi-tensor factorization.Cited by 19

Suleiman A. Khan,Eemeli Leppäaho,Samuel Kaski
(2016)