Concepedia

Marta Arias

MA

Statistics

Publications

17

Citations

810

H-Index

14

Active since

2002

Affiliations

Universitat Politècnica de Catalunya(Current)

Columbia University

Tufts University

Marta Arias is an author at Universitat Politècnica de Catalunya specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceData MiningKnowledge DiscoveryMachine LearningPredictive AnalyticsEdge ComputingNetwork AnalysisPattern Recognition

Publications per year

2002–2019

17

Publications

17

Forecasting with twitter data

Marta Arias, Argimiro Arratia, Ramon Xuriguera · ACM Transactions on Intelligent Systems and Technology · 2013 · 175 citations

Engineering, Twitter Data, Social Medium Monitoring +17

A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization

Giorgio Stampa, Marta Arias, David Sánchez-Charles et al. · arXiv (Cornell University) · 2017 · 174 citations · Full text

Artificial Intelligence, Network Routing Algorithm, Current Traffic Conditions +13

Predicting electricity distribution feeder failures using machine learning susceptibility analysis

Philip N. Gross, Albert Boulanger, Marta Arias et al. · 2006 · 65 citations

An Approach to Software Testing of Machine Learning Applications

Christian Murphy, Gail E. Kaiser, Marta Arias · Columbia Academic Commons (Columbia University) · 2007 · 61 citations · Full text

Software Maintenance, Artificial Intelligence, Ranking Algorithm +23

GeoSRS: A hybrid social recommender system for geolocated data

Joan Capdevila Pujol, Marta Arias, Argimiro Arratia · Information Systems · 2015 · 51 citations · Full text

Computational Social Science, Data Science, Geography +2

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