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Carla Marina Vairetti Martin

Profesor Asociado

Universidad de los Andes

santiago, Chile

Líneas de Investigación


Business Process Models Analysis , Web Services Composition, Data Mining, Business Analytics

Educación

  •  Tecnoligia de Información, UNIVERSITA DEGLI STUDI DI TRENTO. Italia, 2016
  •  Doctorado en Ciencias de la ingenieria , PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 2016
  •  Ingenieria, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 2011
  •  Administrador de sistemas, UNIVERSIDAD NACIONAL DE LA PLATA. Argentina, 1998

Experiencia Académica

  •   Profesor Instructor Asociado Part Time

    PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

    ingenieria

    Santiago, Chile

    2009 - 2015

  •   Profesor Instructor Part Time

    UNIVERSIDAD ADOLFO IBANEZ

    Ingenieria

    Santiago, Chile

    2014 - 2015

  •   Profesor Instructor Part Time

    UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

    Ingenieria

    Valparaiso, Chile

    2013 - 2015

  •   Profesor Asistente Full Time

    UNIVERSIDAD DE LOS ANDES

    Ingenieria

    Santiago, Chile

    2015 - 2021

  •   Profesor Asociado Full Time

    Universidad de los andes

    Facultad de ingenieria y ciencias aplicadas

    Santiago, Chile

    2021 - At present

  •   Directora del Magister en Ciencias de la Ingenieria Part Time

    Universidad de los andes

    Facultad de ingenieria y ciencias aplicadas

    Santiago, Chile

    2022 - At present

Experiencia Profesional

  •   profesor asistente Full Time

    Universidad de los andes

    Santiago, Chile

    2015 - 2021

  •   profesor asistente Part Time

    pontificia universidad catolica

    Santiago, Chile

    2013 - 2017

  •   profesor auxiliar Part Time

    universidad de chile

    Santiago, Chile

    2010 - 2012

  •   Profesora Asociada Full Time

    Universidad de los Andes

    Santiago, Chile

    2021 - At present

  •   Directora en magister ciencias de la ingenieria Part Time

    Universidad de los Andes

    Santiago, Chile

    2022 - At present

Formación de Capital Humano


The focus of my research in the last 5 years has been Big Data and data science applied to different areas, such as business or medicine.

My dedication to this area has granted me a good track of publications in the area, including 14 scientific WOS-indexed articles in the last five years. Additionally, I have a FONDECYT project (#11200007) as PI, and I am a co-researcher in two FONDECYT projects (#210735 and #1200221) contributing with my expertise. Additionally, I am a researcher at the Institute of Complex Engineering Systems (ISCI) PIA-BASAL AFB180003 in the Data Science research track.

Data science has given me passion for transdisciplinary and multidisciplinary research with impact. My experience in the business area led me to write a book (Analytics and Big Data: Data Science applied to the business world, Ril Editores, ISBN: 978-84-18982-63-7).

I am part of FONDEF projects in crime as an alternate director ("Integrated information analytics system for the prosecution of crimes against property: artificial intelligence to detect criminal structuresales", FONDEF Idea R \& D - ID20I10230)- and in legal sciences as a researcher ("Development of computational tool for legal certainty in environmental matters", FONDEF Idea R \& D - ID21I10206). Finally, I was a member ANID's inter/transdisciplinary Evaluation Group between the years 2020 and 2021.

Is also worth noting my participation in academic societies and other entities, which reflect my motivation and commitment to research, postgraduate studies and academic life in general. Since 2018 I have been part of the Evaluation Panel for the FONDEQUIP program, and have been involved in accreditation processes of undergraduate and postgraduate programs for the National Accreditation Commission (CNA) and other accrediting agencies since 2017. Finally, I am vice-president and treasurer of the Chilean chapter of the IEEE Computational Intelligence Society, and part of the faculty of the master's program in Engineering Sciences and doctorate in Engineering Sciences at the Universidad de los Andes, where I am an Associate Professor.


Difusión y Transferencia


Pertenezco al Instituto de Sistemas Complejos de Ingeniería (ISCI) donde realizo diferentes funciones de difusión. Tambien son chair de ChileWIC donde promovemos las areas de STEM a mujeres de 2 a 4 basico.


Premios y Distinciones

  •   Carla Vairetti

    UNIVERSIDAD NACIONAL DE LA PLATA

    Argentina, 1998

    Mejor promedio

  •   Carla Vairetti

    PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

    Chile, 2016

    Ranking numero 1


 

Article (15)

Mitigating the effect of dataset shift in clustering
FW-SMOTE: a feature-weighted oversampling approach for imbalanced classification
Improving debt collection via contact center information: a predictive analytics framework
Understanding Customer Experience via Deep Learning and Natural Language Processing
A Transparency Maturity Model for Government Software Tenders
An Alternative SMOTE Oversampling Strategy for High-dimensional Datasets
Telecom traffic pumping analytics via explainable data science
Time-weighted Fuzzy Support Vector Machines for classification in changing environments
Enhancing the classification of social media opinions by optimizing the structural information
Profit-based churn prediction based on Minimax Probability Machines
Facilitating conditions for successful adoption of inter-organizational information systems in seaports
SAW-Q: A dynamic composition approach of REST services based on queue
A SEMANTIC APPROACH FOR DYNAMICALLY DETERMINING COMPLEX COMPOSED SERVICE BEHAVIOUR
Analysis and improvement of business process models using spreadsheets
Efficient n-gram construction for text categorization using feature selection techniques

BookSection (1)

Modeling and Analysis of the Port Logistical Business Processes and Categorization of Main Logistics Costs

BookWhole (1)

Analytics y Big Data - Ciencia de los Datos aplicada al mundo de los negocios

Proyecto (6)

A Decision Support System for container handling port operations based on artificial intelligence and optimization techniques (DSS-AIOP)
Desarrollo de herramienta computacional para la certeza jurídica en materia ambiental
INTELLIGENT RESAMPLING FOR IMBALANCED BIG DATA CLASSICATION: NOVEL METHODS AND APPLICATIONS
Sistema de analítica integrada de información para la persecución de delitos contra la propiedad: inteligencia artificial para detectar estructuras criminales
Improving out-of-time predictive performance in business analytics via robust optimization and profit metrics
BUSINESS-DRIVEN DATA MINING=> GUIDING FEATURE SELECTION AND SVM CLASSIFICATION WITH PROFIT MEASURES AND VARIABLE ACQUISITION COSTS
22
Carla Vairetti

Profesor Asociado

Facultad de Ingenieria y ciencias aplicadas

Universidad de los Andes

santiago, Chile

3
Sebastián Maldonado

Profesor Titular

Departamento Control de Gestión y Sistemas de Información

Universidad de Chile

Santiago, Chile

1
Julio Lopez

Profesor e investigador

Universidad Diego Portales

Santiago, Chile

1
Rosa González

Profesor Asistente

Facultad de Ingeniería y Ciencias Aplicadas

Universidad de Los Andes

Las Condes , Chile