The data shown for the Universidad Carlos III de Madrid are partial, as they are intended to answer 2 questions:

  • Who is researching a specific topic?
  • What is an expert, group or particular department researching?

The search results will adhere to the following limits: active Researchers at Carlos III University of Madrid, Projects since 2006 and Publications, Theses, Patents and Software since 2008.

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Author profile at the institutional portal

Lazaro Teja, Marcelino mlazaro@ing.uc3m.es

Teoría de la Señal y Comunicaciones / Universidad Carlos III de Madrid

Publications

COCOA: Cost-Optimized COunterfactuAl explanation method

  • Mediavilla Relaño, Javier
  • Lazaro Teja, Marcelino

INFORMATION SCIENCES (p. 1-15) - 6/2024

https://doi.org/10.1016/j.ins.2024.120616 View at source

  • EISSN 1872-6291
  • ISSN 0020-0255

One-step Bayesian example-dependent cost classification: The OsC-MLP method

  • Mediavilla Relaño, Javier
  • Lazaro Teja, Marcelino

NEURAL NETWORKS (p. 1-10) - 5/2024

https://doi.org/10.1016/j.neunet.2024.106168 View at source

  • EISSN 1879-2782
  • ISSN 0893-6080
Open Access

Neural network for ordinal classification of imbalanced data by minimizing a Bayesian cost

  • Lazaro Teja, Marcelino
  • Figueiras Vidal, Anibal Ramon

PATTERN RECOGNITION (p. 1-10) - 5/2023

https://doi.org/10.1016/j.patcog.2023.109303 View at source

  • EISSN 1873-5142
  • ISSN 0031-3203

Imbalance example-dependent cost classification: A Bayesian based method

  • Mediavilla Relaño, Javier
  • Lazaro Teja, Marcelino
  • Figueiras Vidal, Anibal Ramon

EXPERT SYSTEMS WITH APPLICATIONS (p. 1-13) - 3/2023

10.1016/j.eswa.2022.118909 View at source

  • EISSN 1873-6793
  • ISSN 0957-4174
Open Access

A Bayes risk minimization machine for example-dependent cost classification

  • Lazaro Teja, Marcelino
  • Figueiras Vidal, Anibal Ramon

IEEE Transactions on Cybernetics (p. 3524-3534) - 7/2021

https://doi.org/10.1109/tcyb.2019.2913572 View at source

  • EISSN 2168-2275
  • ISSN 2168-2267
Open Access

Ensembles of cost-diverse Bayesian neural learners for imbalanced binary classification

  • Lazaro Teja, Marcelino
  • Herrera Galvez, Francisco Jose
  • Figueiras Vidal, Anibal Ramon

INFORMATION SCIENCES (p. 31-45) - 5/2020

https://doi.org/10.1016/j.ins.2019.12.050 View at source

  • EISSN 1872-6291
  • ISSN 0020-0255
Open Access

Training neural network classifiers through Bayes risk minimization applying unidimensional Parzen windows

  • Lazaro Teja, Marcelino
  • Hayes, Monson H.
  • Figueiras Vidal, Anibal Ramon

PATTERN RECOGNITION (p. 204-215) - 5/2018

https://doi.org/10.1016/j.patcog.2017.12.018 View at source

  • EISSN 1873-5142
  • ISSN 0031-3203

Class Switching according to Nearest Enemy Distance for learning from highly imbalanced data-sets

  • Gonzalez, Sergio
  • Garcia, Salvador
  • Lazaro Teja, Marcelino
  • Figueiras Vidal, Anibal Ramon
  • Herrera, Francisco

PATTERN RECOGNITION (p. 12-24) - 10/2017

https://doi.org/10.1016/j.patcog.2017.04.028 View at source

  • EISSN 1873-5142
  • ISSN 0031-3203
Open Access

Decentralized detection for censored binary observations with statistical dependence

  • Lazaro Teja, Marcelino

SIGNAL PROCESSING (p. 112-121) - 6/2016

https://doi.org/10.1016/j.sigpro.2016.01.005 View at source

  • EISSN 1872-7557
  • ISSN 0165-1684

Closed-Form Error Exponent for the Neyman-Pearson Fusion of Dependent Local Decisions in a One-Dimensional Sensor Network

  • Plata Chaves, Jorge
  • Lazaro Teja, Marcelino

IEEE TRANSACTIONS ON SIGNAL PROCESSING (p. 1239-1254) - 3/2011

https://doi.org/10.1109/tsp.2010.2096219 View at source

  • EISSN 1941-0476
  • ISSN 1053-587X

This researcher has no books.

This researcher has no book chapters.

Classification in binary imbalanced data using a Bayesian ensemble of Bayesian neural networks

  • Lazaro Teja, Marcelino
  • Herrera, Francisco
  • Figueiras Vidal, Anibal Ramon

16th International Conference on Engineering Applications of Neural Networks (EANN 2015) (p. 304-314) - 2015

Editor: SPRINGER

https://doi.org/10.1007/978-3-319-23983-5_28 View at source

  • ISBN 978-3-319-23981-1

Optimal Neyman-Pearson fusion in two-dimensional sensor networks with serial architecture and dependent observations

  • Plata Chaves, Jorge
  • Lazaro Teja, Marcelino
  • Artes Rodriguez, Antonio

14th International Conference on Information Fusion (FUSION) - 2011

Editor: IEEE Press

  • ISBN 978-1-4577-0267-9

Decentralized Detection in a Dense Wireless Sensor Network with Correlated Observations

  • Plata Chaves, Jorge
  • Lazaro Teja, Marcelino
  • Artes Rodriguez, Antonio

Second International Workshop on Information Theory for Sensor Networks (WITS 2008) - 2008

This researcher has no working papers.

This researcher has no technical reports.

Priorización de alertas para SOC sector transporte (SOCTRA)

  • Gonzalez Serrano, Francisco Javier
  • Lazaro Teja, Marcelino
  • Alvarez Perez, Lorena

Period: 04-04-2024 - 30-11-2025

Type of funding: National

Funding entity: GMV SOLUCIONES GLOBALES INTERNET, S.A.U.

PID2021-125652OB-I00 - Aprendizaje Máquina para Gestión Inteligente de Alarmas

  • Gonzalez Serrano, Francisco Javier
  • Lazaro Teja, Marcelino
  • Molina Bulla, Harold Yesid
  • Alvarez Perez, Lorena

Period: 01-09-2022 - 31-08-2025

Type of funding: National

Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)

SMART NOC

  • Gonzalez Serrano, Francisco Javier
  • Figueiras Vidal, Anibal Ramon
  • Molina Bulla, Harold Yesid
  • Lazaro Teja, Marcelino
  • Alvarez Perez, Lorena

Period: 21-10-2021 - 20-10-2023

Type of funding: Regional

Funding entity: GMV SOLUCIONES GLOBALES INTERNET, S.A.U.

Cátedra TELDAT-UC3M

  • Figueiras Vidal, Anibal Ramon
  • Gonzalez Serrano, Francisco Javier
  • Molina Bulla, Harold Yesid
  • Lazaro Teja, Marcelino

Period: 12-03-2019 - 31-03-2021

Type of funding: Regional

Funding entity: TELDAT, S.A.

PR[17]_DAT_0034 - 2-step Bayesian Re-Balancing Studies

  • Figueiras Vidal, Anibal Ramon
  • Gonzalez Serrano, Francisco Javier
  • Lazaro Teja, Marcelino

Period: 15-06-2018 - 30-01-2021

Type of funding: National

Funding entity: FUNDACIÓN BBVA

TEC2015-67719-P - Macro Aprendizaje y Diseño con Optimización Bayesiana por Enventanado

  • Figueiras Vidal, Anibal Ramon
  • Lazaro Teja, Marcelino
  • Gonzalez Serrano, Francisco Javier

Period: 01-01-2016 - 30-06-2019

Type of funding: National

Funding entity: MINISTERIO DE ASUNTOS ECONOMICOS Y TRANSFORMACION DIGITAL

Aprendizaje profundo para la predicción de cambio de terminal de clientes

  • Figueiras Vidal, Anibal Ramon
  • Artes Rodriguez, Antonio
  • Molina Bulla, Harold Yesid
  • Lazaro Teja, Marcelino
  • Choquehuanca Zevallos, Juan Jose
  • Nazabal Renteria, Alfredo

Period: 07-07-2015 - 06-02-2016

Type of funding: Regional

Funding entity: TELEFONICA MOVILES ESPAÑA, S.A.

S2013/ICE-2845 - CASI-CAM-CM. Conceptos y Aplicaciones de los Sistemas Inteligentes

  • Figueiras Vidal, Anibal Ramon
  • Artes Rodriguez, Antonio
  • Gallardo Antolin, Ascension
  • Gonzalez Serrano, Francisco Javier
  • Molina Bulla, Harold Yesid
  • Lazaro Teja, Marcelino
  • Miguez Arenas, Joaquin
  • Azpicueta Ruiz, Luis Antonio
  • Martinez Olmos, Pablo
  • Nazabal Renteria, Alfredo
  • Koch, Tobias Mirco
  • Alvarez Perez, Lorena
  • Montoya Catala, Manuel
  • Ramirez Garcia, David
  • Roca Sotelo, Simón
... View more Collapse

Period: 01-10-2014 - 31-12-2018

Type of funding: Regional

Funding entity: CAM. CONSEJERÍA DE EDUCACIÓN E INVESTIGACION

TEC2009-14504-C02-01 - Distribuited learning comunication and information processing

  • Artes Rodriguez, Antonio
  • Perez Cruz, Fernando
  • Lazaro Teja, Marcelino
  • Luengo Garcia, David
  • Prado Cumplido, Mario De
  • Bravo Santos, Angel Maria
  • Miguez Arenas, Joaquin
  • Leiva Murillo, Jose Miguel
  • Vila Forcen, Jose Emilio
  • Santiago Mozos, Ricardo
  • Martino, Luca
  • Koblents Lapteva, Eugenia
  • Achutegui Roncal, Katrin
  • Sanchez Maiz, Cristina Maria
  • Viñuelas Peris, Pablo
  • Montoya Martinez, Jair
  • Plata Chaves, Jorge
  • Monzon Garcia, Sandra
  • Vazquez Lopez, Manuel Alberto
  • Valera Martinez, Maria Isabel
  • Fernandez Bugallo, Monica
  • Djuric, Petar
  • Rodriguez Ruiz, Francisco Jesus
  • Read, Jesse Michael
  • O Mahony, Niamh Mary
  • Garcia Moreno, Pablo
  • Florentino Liaño, Blanca
  • Gil Taborda, Camilo
  • Henao Mazo, Wilton Armando
  • Koch, Tobias Mirco
... View more Collapse

Period: 01-01-2010 - 30-06-2013

Type of funding: National

Funding entity: MINISTERIO DE CIENCIA E INNOVACION

TSI-020400-2009-103 - ARQUITECTURA UBICUA DE SERVICIOS PARA EL SUPER PROSUMER MOVIL.Proyecto ITEA2.

  • Miguez Arenas, Joaquin
  • Artes Rodriguez, Antonio
  • Lazaro Teja, Marcelino
  • Bravo Santos, Angel Maria
  • Vazquez Lopez, Manuel Alberto

Period: 18-02-2009 - 31-03-2011

Funding entity: MINISTERIO DE ENERGIA, TURISMO Y AGENDA DIGITAL

Neyman-Pearson Detection in Sensor Networks with Dependent Observations

  • Artes Rodriguez, Antonio
  • Plata Chaves, Jorge
  • Lazaro Teja, Marcelino

Reading date: 01-06-2012

Reading institution: CAMPUS DE LEGANES

This researcher has no patents or software licenses.

Last data update: 8/24/24 2:49 AM