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
    59

    Spatio-temporal convolution kernelsCited by 22

    Konstantin Knauf,Daniel Memmert,Ulf Brefeld
    (2015)
    71

    Bayesian multi-tensor factorization.Cited by 19

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