Sign Constrained Rectifier Networks with Applications to Pattern Decompositions

Senjian An; Q. Ke; Mohammed Bennamoun; Farid Boussaid; Ferdous Sohel

doi:10.1007/978-3-319-23528-8_34

Sign Constrained Rectifier Networks with Applications to Pattern Decompositions

Senjian An, Q. Ke, Mohammed Bennamoun, Farid Boussaid, Ferdous Sohel

Oceans Graduate School

Research output: Chapter in Book/Conference paper › Conference paper

1 Citation (Scopus)

Original language	English
Title of host publication	Machine Learning and Knowledge Discovery in Databases
Editors	Annalisa Appice, Pedro Pereira Rodrigues, Vitor Santos Costa, Carlos Soares, Joao Gama, Alipio Jorge
Place of Publication	Switzerland
Publisher	Springer
Pages	546-559
Volume	Part 1
ISBN (Electronic)	9783319235288
ISBN (Print)	9783319235271
DOIs	https://doi.org/10.1007/978-3-319-23528-8_34
Publication status	Published - 2015
Event	European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database (ECML PKDD 2015) - Portugal, Porto, Portugal Duration: 7 Sep 2015 → 11 Sep 2015 Conference number: 140589

Conference

Conference	European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database (ECML PKDD 2015)
Abbreviated title	ECML PKDD 2015
Country	Portugal
City	Porto
Period	7/09/15 → 11/09/15

Access to Document

10.1007/978-3-319-23528-8_34

Cite this

An, Senjian ; Ke, Q. ; Bennamoun, Mohammed ; Boussaid, Farid ; Sohel, Ferdous. / Sign Constrained Rectifier Networks with Applications to Pattern Decompositions. Machine Learning and Knowledge Discovery in Databases. editor / Annalisa Appice ; Pedro Pereira Rodrigues ; Vitor Santos Costa ; Carlos Soares ; Joao Gama ; Alipio Jorge. Vol. Part 1 Switzerland : Springer, 2015. pp. 546-559

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title = "Sign Constrained Rectifier Networks with Applications to Pattern Decompositions",

author = "Senjian An and Q. Ke and Mohammed Bennamoun and Farid Boussaid and Ferdous Sohel",

year = "2015",

doi = "10.1007/978-3-319-23528-8_34",

language = "English",

isbn = "9783319235271",

volume = "Part 1",

pages = "546--559",

editor = "Annalisa Appice and Rodrigues, {Pedro Pereira} and Costa, {Vitor Santos} and Carlos Soares and Joao Gama and Jorge, {Alipio }",

booktitle = "Machine Learning and Knowledge Discovery in Databases",

publisher = "Springer",

address = "Netherlands",

note = "European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database (ECML PKDD 2015), ECML PKDD 2015 ; Conference date: 07-09-2015 Through 11-09-2015",

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An, S, Ke, Q, Bennamoun, M , Boussaid, F & Sohel, F 2015, Sign Constrained Rectifier Networks with Applications to Pattern Decompositions. in A Appice, PP Rodrigues, VS Costa, C Soares, J Gama & A Jorge (eds), Machine Learning and Knowledge Discovery in Databases. vol. Part 1, Springer, Switzerland, pp. 546-559, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database (ECML PKDD 2015), Porto, Portugal, 7/09/15. https://doi.org/10.1007/978-3-319-23528-8_34

Sign Constrained Rectifier Networks with Applications to Pattern Decompositions. / An, Senjian; Ke, Q.; Bennamoun, Mohammed ; Boussaid, Farid ; Sohel, Ferdous.

Machine Learning and Knowledge Discovery in Databases. ed. / Annalisa Appice; Pedro Pereira Rodrigues; Vitor Santos Costa; Carlos Soares; Joao Gama; Alipio Jorge. Vol. Part 1 Switzerland : Springer, 2015. p. 546-559.

Research output: Chapter in Book/Conference paper › Conference paper

TY - GEN

T1 - Sign Constrained Rectifier Networks with Applications to Pattern Decompositions

AU - An, Senjian

AU - Ke, Q.

AU - Bennamoun, Mohammed

AU - Boussaid, Farid

AU - Sohel, Ferdous

N1 - Conference code: 140589

PY - 2015

Y1 - 2015

U2 - 10.1007/978-3-319-23528-8_34

DO - 10.1007/978-3-319-23528-8_34

M3 - Conference paper

SN - 9783319235271

VL - Part 1

SP - 546

EP - 559

BT - Machine Learning and Knowledge Discovery in Databases

A2 - Appice, Annalisa

A2 - Rodrigues, Pedro Pereira

A2 - Costa, Vitor Santos

A2 - Soares, Carlos

A2 - Gama, Joao

A2 - Jorge, Alipio

PB - Springer

CY - Switzerland

T2 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database (ECML PKDD 2015)

Y2 - 7 September 2015 through 11 September 2015

ER -