This study is part of recerTIC UPC, a set of studies prepared by the Rector Gabriel Ferraté Library (BRGF) that aim to offer a representative view of the UPC’s scientific output on emerging topics in the field of ICT. In the recerTIC UPC study in machine learning, we have considered all of the journal articles and conference publications indexed in the Web of Science (WoS) database between 2007 and 2017 and authored by UPC researchers. The query date was July 27, 2018.
More information about the methodology used for recerTIC UPC can be found clicking on this link.
The data on which this study is based are freely accessible and can be downloaded clicking on this link.
Journal title | # docs | h5 index |
PLOS ONE | 3 | 180 |
EXPERT SYSTEMS WITH APPLICATIONS | 6 | 92 |
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH | 4 | 86 |
SENSORS | 4 | 84 |
APPLIED SOFT COMPUTING | 2 | 77 |
NEUROCOMPUTING | 4 | 71 |
ENVIRONMENTAL MODELLING SOFTWARE | 5 | 63 |
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE | 3 | 50 |
COMPUTERS CHEMICAL ENGINEERING | 5 | 47 |
ARTIFICIAL INTELLIGENCE IN MEDICINE | 2 | 32 |
COMPUTATIONAL LINGUISTICS | 2 | 32 |
APPLIED ARTIFICIAL INTELLIGENCE | 2 | 14 |
PROCESAMIENTO DEL LENGUAJE NATURAL | 4 | 10 |
WHITESTEIN SERIES IN SOFTWARE AGENT TECHNOLOGIES AND AUTONOMIC COMPUTING | 3 | -- |
AGENT TECHNOLOGY AND E HEALTH | 2 | -- |
Conference name | # docs | h5 index |
IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION CVPR | 4 | 188 |
IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION ICCV | 4 | 124 |
ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION INTERSPEECH | 3 | 56 |
ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY EMBS | 4 | 31 |
IEEE INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS IEEE AINA | 3 | 26 |
EUROPEAN SIGNAL PROCESSING CONFERENCE EUSIPCO | 2 | 23 |
EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE ECAI | 2 | 22 |
IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS FUZZ IEEE | 3 | 20 |
INTERNATIONAL WORK CONFERENCE ON ARTIFICIAL NEURAL NETWORKS IWANN | 4 | 13 |
INTERNATIONAL WORK CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING IWBBIO | 3 | 10 |
INTERNATIONAL CONFERENCE OF THE CATALAN ASSOCIATION FOR ARTIFICIAL INTELLIGENCE CCIA | 18 | -- |
EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING ESCAPE | 9 | -- |
INTERNATIONAL CONFERENCE ON KNOWLEDGE BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS | 5 | -- |
IEEE INTERNATIONAL SYMPOSIUM ON DIAGNOSTICS FOR ELECTRICAL MACHINES POWER ELECTRONICS AND DRIVES SDEMPED | 4 | -- |
IBERIAN SLTECH WORKSHOP INTERNATIONAL CONFERENCE ON ADVANCES IN SPEECH AND LANGUAGE TECHNOLOGIES FOR IBERIAN LANGUAGES IBERSPEECH | 2 | -- |
Ant algorithms for a time and space constrained assembly line balancing problem By: Bautista, Joaquin; Pereira, Jordi EUROPEAN JOURNAL OF OPERATIONAL RESEARCH Volume: 177 Issue: 3 Pages: 2016-2032 Published: MAR 16 2007 Times Cited: 77 DOI: https://doi.org/10.1016/j.ejor.2005.12.017 |
Performance assessment of a novel fault diagnosis system based on support vector machines By: Yelamos, Ignacio; Escudero, Gerard; Graells, Moises; et al. COMPUTERS & CHEMICAL ENGINEERING Volume: 33 Issue: 1 Pages: 244-255 Published: JAN 13 2009 Times Cited: 53 DOI: https://doi.org/10.1016/j.compchemeng.2008.08.008 |
High temperature wear resistance of (TiAI)N PVD coating on untreated and gas nitrided AISI H13 steel with different heat treatments By: Rodriguez-Baracada, R.; Benito, J. A.; Puchi-Cabrera, E. S.; et al. WEAR Volume: 262 Issue: 3-4 Pages: 380-389 Published: FEB 4 2007 Times Cited: 49 DOI: https://doi.org/10.1016/j.wear.2006.06.010 |
Transition-Aware Human Activity Recognition Using Smartphones By: Reyes-Ortiz, Jorge-L.; Oneto, Luca; Sama, Albert; et al. NEUROCOMPUTING Volume: 171 Pages: 754-767 Published: JAN 1 2016 Times Cited: 45 DOI: https://doi.org/10.1016/j.neucom.2015.07.085 |
Semantic role labeling: An introduction to the special issue By: Marquez, Lluis; Carreras, Xavier; Litkowski, Kenneth C.; et al. COMPUTATIONAL LINGUISTICS Volume: 34 Issue: 2 Pages: 145-159 Published: JUN 2008 Times Cited: 43 DOI: https://doi.org/10.1162/coli.2008.34.2.145 |
Lead-lithium eutectic material database for nuclear fusion technology By: Valls, E. Mas de les; Sedano, L. A.; Batet, L.; et al. Conference: International Workshop on Materials for Heavy Liquid Metal Cooled Reactors and Related Technologies Location: Rome, ITALY Date: MAY 21-23, 2007 JOURNAL OF NUCLEAR MATERIALS Volume: 376 Issue: 3 Pages: 353-357 Published: JUN 15 2008 Times Cited: 42 DOI: https://doi.org/10.1016/j.jnucmat.2008.02.016 |
Acoustic sequences in non-human animals: a tutorial review and prospectus By: Kershenbaum, Arik; Blumstein, Daniel T.; Roch, Marie A.; et al. BIOLOGICAL REVIEWS Volume: 91 Issue: 1 Pages: 13-52 Published: FEB 2016 Times Cited: 40 DOI: https://doi.org/10.1111/brv.12160 |
Sustainability Assessment of Concrete Structures within the Spanish Structural Concrete Code By: Aguado, Antonio; del Cano, Alfredo; Pilar de la Cruz, M.; et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT Volume: 138 Issue: 2 Pages: 268-276 Published: FEB 2012 Times Cited: 38 DOI: https://doi.org/10.1061/(ASCE)CO.1943-7862.0000419 |
Beam-ACO for Simple Assembly Line Balancing By: Blum, Christian INFORMS JOURNAL ON COMPUTING Volume: 20 Issue: 4 Pages: 618-627 Published: FAL 2008 Times Cited: 38 DOI: https://doi.org/10.1287/ijoc.1080.0271 |
Non-invasive estimate of blood glucose and blood pressure from a photoplethysmograph by means of machine learning techniques By: Monte-Moreno, Enric ARTIFICIAL INTELLIGENCE IN MEDICINE Volume: 53 Issue: 2 Pages: 127-138 Published: OCT 2011 Times Cited: 33 DOI: https://doi.org/10.1016/j.artmed.2011.05.001 |
Analysis of the impact of sampling on Net Flow traffic classification By: Carela-Espanol, Valentin; Barlet-Ros, Pere; Cabellos-Aparicio, Albert; et al. COMPUTER NETWORKS Volume: 55 Issue: 5 Pages: 1083-1099 Published: APR 1 2011 Times Cited: 33 DOI: https://doi.org/10.1016/j.comnet.2010.11.002 |
Online motion recognition using an accelerometer in a mobile device By: Fuentes, D.; Gonzalez-Abril, L.; Angulo, C.; et al. EXPERT SYSTEMS WITH APPLICATIONS Volume: 39 Issue: 3 Pages: 2461-2465 Published: FEB 15 2012 Times Cited: 32 DOI: https://doi.org/10.1016/j.eswa.2011.08.098 |
Hybrid methodologies for electricity load forecasting: Entropy-based feature selection with machine learning and soft computing techniques By: Jurado, Sergio; Nebot, Angela; Mugica, Fransisco; et al. ENERGY Volume: 86 Pages: 276-291 Published: JUN 15 2015 Times Cited: 30 DOI: https://doi.org/10.1016/j.energy.2015.04.039 |
A decision support system for coating selection based on fuzzy logic and multi-criteria decision making By: Athanasopoulos, Georgios; Romeva Riba, Carles; Athanasopoulou, Christina EXPERT SYSTEMS WITH APPLICATIONS Volume: 36 Issue: 8 Pages: 10848-10853 Published: OCT 2009 Times Cited: 30 DOI: https://doi.org/10.1016/j.eswa.2009.01.016 |
Assessing and forecasting the impacts of global change on Mediterranean rivers. The SCARCE Consolider project on Iberian basins By: Navarro-Ortega, Alicia; Acuna, Vicenc; Batalla, Ramon J.; et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH Volume: 19 Issue: 4 Special Issue: SI Pages: 918-933 Published: MAY 2012 Times Cited: 28 DOI: https://doi.org/10.1007/s11356-011-0566-5 |
Knowledge discovery with clustering based on rules by states: A water treatment application By: Gibert, K.; Rodriguez-Silva, G.; Rodriguez-Roda, I. ENVIRONMENTAL MODELLING & SOFTWARE Volume: 25 Issue: 6 Pages: 712-723 Published: JUN 2010 Times Cited: 28 DOI: https://doi.org/10.1016/j.envsoft.2009.11.004 |
Field validation of DOSAVINA, a decision support system to determine the optimal volume rate for pesticide application in vineyards By: Gil, E.; Llorens, J.; Landers, A.; et al. EUROPEAN JOURNAL OF AGRONOMY Volume: 35 Issue: 1 Pages: 33-46 Published: JUN 2011 Times Cited: 26 DOI: https://doi.org/10.1016/j.eja.2011.03.005 |
Towards an ontological infrastructure for chemical batch process management By: Munoz, E.; Espuna, A.; Puigjaner, L. COMPUTERS & CHEMICAL ENGINEERING Volume: 34 Issue: 5 Special Issue: SI Pages: 668-682 Published: MAY 10 2010 Times Cited: 25 DOI: https://doi.org/10.1016/j.compchemeng.2009.12.009 |
Including different kinds of preferences in a multi-objective ant algorithm for time and space assembly line balancing on different Nissan scenarios By: Chica, Manuel; Cordon, Oscar; Damas, Sergio; et al. EXPERT SYSTEMS WITH APPLICATIONS Volume: 38 Issue: 1 Pages: 709-720 Published: JAN 2011 Times Cited: 24 DOI: https://doi.org/10.1016/j.eswa.2010.07.023 |
Vehicle routing and scheduling models, simulation and city logistics By: Barcelo, Jaime; Grzybowska, Hanna; Pardo, Sara DYNAMIC FLEET MANAGEMENT: CONCEPTS, SYSTEMS, ALGORITHMS & CASE STUDIES Book Series: Operations Research Computer Science Interfaces Volume: 38 Pages: 163-195 Published: 2007 Times Cited: 23 DOI: https://doi.org/10.1007/978-0-387-71722-7_8 |
Feature and model selection with discriminatory visualization for diagnostic classification of brain tumors By: Gonzalez-Navarro, Felix F.; Belanche-Munoz, Lluis A.; Romero, Enrique; et al. Conference: 12th International Conference on Knowledge-Based Intelligent Information and Engineering Systems Location: Zagreb, CROATIA Date: SEP 03-05, 2008 Sponsor(s): KES Int, Innovat Knowledge Based & Intelligent Engn Syst; Univ Zagreb, Fac Elect Engn & Comp; Republic Croatia, Minist Sci, Educ & Sports; Ericsson Nikola Tesla; Croatian Natl Tourist Board; Zagreb Tourist Board NEUROCOMPUTING Volume: 73 Issue: 4-6 Special Issue: SI Pages: 622-632 Published: JAN 2010 Times Cited: 22 DOI: https://doi.org/10.1016/j.neucom.2009.07.018 |
An empirical comparison of machine learning techniques for dam behaviour modelling By: Salazar, F.; Toledo, M. A.; Onate, E.; et al. STRUCTURAL SAFETY Volume: 56 Pages: 9-17 Published: 2015 Times Cited: 21 DOI: https://doi.org/10.1016/j.strusafe.2015.05.001 |
Considering environmental assessment in an ontological framework for enterprise sustainability By: Munoz, Edrisi; Capon-Garcia, Elisabet; Lainez, Jose M.; et al. JOURNAL OF CLEANER PRODUCTION Volume: 47 Pages: 149-164 Published: MAY 2013 Times Cited: 21 DOI: https://doi.org/10.1016/j.jclepro.2012.11.032 |
General asset management model in the context of an electric utility: Application to power transformers By: Velasquez-Contreras, Juan L.; Sanz-Bobi, Miguel A.; Galceran Arellano, Samuel ELECTRIC POWER SYSTEMS RESEARCH Volume: 81 Issue: 11 Pages: 2015-2037 Published: NOV 2011 Times Cited: 20 DOI: https://doi.org/10.1016/j.epsr.2011.06.007 |
Detecting freezing of gait with a tri-axial accelerometer in Parkinson's disease patients By: Ahlrichs, Claas; Sama, Albert; Lawo, Michael; et al. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING Volume: 54 Issue: 1 Pages: 223-233 Published: JAN 2016 Times Cited: 19 DOI: https://doi.org/10.1007/s11517-015-1395-3 |