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C

Carla Vairetti

universidad de los andes - chile

15H-index
42Paper Count
963Citation Count
Published Papers 23
Publication Date
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Deep learning for crime analytics: A prioritization system for user reports from safety apps
errExpert Systems with Applications
IF7.5
err2026-02-13
err0
PREAI
errCarla Vairetti; Sebastián Maldonado; Richard Weber
errShare
errSave
Media analytics via machine learning: social media engagement prediction for TV channels
errSocial Network Analysis and Mining
IF2.8
err2026-02-12
err0
PREAI
errVairetti, Carla; Gubbins, Juan Carlos; Maldonado, Sebastian
errShare
errSave
A scalable AI-driven approach for burned-area mapping using U-Net and Landsat imagery
errApplied Soft Computing
IF6.6
err2025-10-17
err0
PREAI
errIan Mancilla-Wulff; Diego Terán; Carla Vairetti; José Ramón González-Olabarria; Andrés Weintraub; Jaime Carrasco-Barra
errShare
errSave
Deep learning-based system for automated staging of lower molar maturation
errJournal of the World Federation of Orthodontists
IF3.2
err2025-10-09
err0
PREAI
errFernando Biskupovic; Flavia Rosenberg; Luz María Searle; Pamela Ramírez; María Jesús Larrañaga; Sebastián Maldonado; Carla Vairetti; Rodrigo Oyonarte
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errSave
Multiclass models for nonlinear classification via nonparallel hyperplane support vector machine
errCHAOS
IF3.2
err2025-05-13
err0
PREAI
errCarrasco, Miguel; Vairetti, Carla; Lopez, Julio; Maldonado, Sebastian
errShare
errSave
Enhancing environmental governance: A text-based artificial intelligence approach for project evaluation involvement
errENVIRONMENTAL IMPACT ASSESSMENT REVIEW
IF11.2
err2025-01-01
err0
PREAI
errLeal, Alonso; Maldonado, Sebastian; Martinez, Jose Ignacio; Bertazzo, Silvia; Quijada, Sergio; Vairetti, Carla
errShare
errSave
Explainable AI for Operational Research: A defining framework, methods, applications, and a research agenda
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2024-09-01
err26
errOAAI
errDe Bock, Koen W.; Coussement, Kristof; De Caigny, Arno; Slowinski, Roman; Baesens, Bart; Boute, Robert N.; Choi, Tsan-Ming; Delen, Dursun; Kraus, Mathias; Lessmann, Stefan; Maldonado, Sebastian; Martens, David; Oskarsdottir, Maria; Vairetti, Carla; Verbeke, Wouter; Weber, Richard
errShare
errSave
Propensity score oversampling and matching for uplift modeling
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2024-08-01
err2
PREAI
errVairetti, Carla; Gennaro, Franco; Maldonado, Sebastian
errShare
errSave
Efficient hybrid oversampling and intelligent undersampling for imbalanced big data classification
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-07-01
err7
errOAAI
errVairetti, Carla; Assadi, Jose Luis; Maldonado, Sebastian
errShare
errSave
Analytics-driven complaint prioritisation via deep learning and multicriteria decision-making
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2024-02-01
err11
PREAI
errVairetti, Carla; Aranguiz, Ignacio; Maldonado, Sebastian; Karmy, Juan Pablo; Leal, Alonso
errShare
errSave
Dealing With Class Imbalance in Uplift Modeling-Efficient Data Preprocessing via Oversampling and Matching
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errVairetti, Carla; Marfan, Maria Jose; Maldonado, Sebastian
errShare
errSave
OWAdapt: An adaptive loss function for deep learning using OWA operators
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2023-11-01
err3
errOAAI
errMaldonado, Sebastian; Vairetti, Carla; Jara, Katherine; Carrasco, Miguel; Lopez, Julio
errShare
errSave
Mitigating the effect of dataset shift in clustering
errPATTERN RECOGNITION
IF7.6
err2023-02-01
err3
PREAI
errMaldonado, Sebastian; Saltos, Ramiro; Vairetti, Carla; Delpiano, Jose
errShare
errSave
Understanding customer satisfaction via deep learning and natural language processing
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-12-01
err26
PREAI
errAldunate, Angeles; Maldonado, Sebastian; Vairetti, Carla; Armelini, Guillermo
errShare
errSave
Improving debt collection via contact center information: A predictive analytics framework
errDECISION SUPPORT SYSTEMS
IF6.8
err2022-08-01
err5
PREAI
errSanchez, Catalina; Maldonado, Sebastian; Vairetti, Carla
errShare
errSave
FW-SMOTE: A feature-weighted oversampling approach for imbalanced classification
errPATTERN RECOGNITION
IF7.6
err2022-04-01
err86
errOAAI
errMaldonado, Sebastian; Vairetti, Carla; Fernandez, Alberto; Herrera, Francisco
errShare
errSave
Telecom traffic pumping analytics via explainable data science
errDECISION SUPPORT SYSTEMS
IF6.8
err2021-11-01
err18
PREAI
errIrarrazaval, Maria Elisa; Maldonado, Sebastian; Perez, Juan; Vairetti, Carla
errShare
errSave
A Transparency Maturity Model for Government Software Tenders
errIEEE ACCESS
IF3.6
err2021-01-01
err7
errOAAI
errHochstetter, Jorge; Vairetti, Carla; Cares, Carlos; Ojeda, Mauricio Garcia; Maldonado, Sebastian
errShare
errSave
Profit-based churn prediction based on Minimax Probability Machines
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2020-07-01
err35
PREAI
errMaldonado, Sebastian; Lopez, Julio; Vairetti, Carla
errShare
errSave
Enhancing the classification of social media opinions by optimizing the structural information
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2020-01-01
err13
PREAI
errVairetti, Carla; Martinez-Camara, Eugenio; Maldonado, Sebastian; Luzon, Victoria; Herrera, Francisco
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
F
Francisco Herrera
H-index: 169 · Papers: 1.3K
T
Tsan‐Ming Choi
H-index: 93 · Papers: 613
R
Roman Słowiński
H-index: 82 · Papers: 517
B
Bart Baesens
H-index: 69 · Papers: 510
D
Dursun Delen
H-index: 64 · Papers: 305
View more