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recerTIC UPC – Study of UPC science communication in DATA SCIENCE AND ENGINEERING (2007–2017)

Publicacions Autors i coautors Institucions Matèries Revistes
Congressos Citacions Autors Més citats Matèries de citacions

 

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 data science and engineering, 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 23, 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.recerTIC UPC

Notice: WoS allows a very extensive extraction of authors and subjects related to Data science and engineering. Unfortunately, an exhaustive recovery is not possible. Any possible absence of authors and topics at recerTIC UPC would be caused by this limitation.

UPC scientific output for 2007–2017 and its time distribution

 

# WoS UPC records
Conference papers Journal articles Other Total
266 316 21 603

 

 

Interactive map of the output of UPC authors and their co-authorships

  • Due to its complexity, this map takes some time to load. Please be patient.
  • Each node is dedicated to an author who has published on the subject examined in this survey. The edges indicate the number of documents co-authored by the authors referred to. Blue indicates a UPC author, orange an author from a research entity associated with the UPC and grey an author who is not linked to the UPC. In the case of authors with more than one affiliation, the system chooses the color of the institution that appears more times associated with the author. In the case of an author having the same number of publications associated with two or more institutions, the system chooses the color of the institution that comes first in alphabetical order.
  • This map includes researchers that have authored at least 2 publications. UPC staff may request customised maps with nodes that have a value other than 2 from the Rector Gabriel Ferraté Library.
  • Due to the fact that the documents with more than 50 authors make it impossible to create the next interactive map, these articles have been deleted to draw the graph.
  • Once the map has opened, refer to the instructions for use to make the most of the possibilities it offers.

 

 

Institutions with the highest number of co-authorships with UPC researchers

 

Interactive map of the WoS subject categories assigned to the output of UPC authors

  • Each node indicates the number of journal articles and conference papers indexed under the specified subject category. The edges indicate the number of documents related to the linked topics.
  • Once the map has opened, refer to the instructions for use to make the most of the possibilities it offers.

 

 

List of the 15 journals with the most publications by UPC authors

 

Journal title # docs h5 index
PLOS ONE 5 180
BIOINFORMATICS 4 110
EXPERT SYSTEMS WITH APPLICATIONS 5 92
ATMOSPHERIC CHEMISTRY AND PHYSICS 4 87
APPLIED SOFT COMPUTING 4 77
JOURNAL OF HYDROLOGY 4 75
CLASSICAL AND QUANTUM GRAVIT 4 66
INTERNATIONAL JOURNAL OF COMPUTER VISION 3 65
ENVIRONMENTAL MODELLING SOFTWARE 3 63
BMC BIOINFORMATICS 5 61
COMPUTER NETWORKS 3 58
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 3 51
COMPUTERS GEOSCIENCES 5 49
MATHEMATICAL GEOSCIENCES 3 23
AI COMMUNICATIONS 3 15
Note: The source of information used for the h5 index is Google Scholar

 

List of the 15 conferences with the most publications by UPC authors

 

Conference name # docs h5 index
IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION CVPR 8 188
IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION ICCV 6 124
BRITISH MACHINE VISION CONFERENCE 3 42
IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING ICIP 5 41
IEEE INTERNATIONAL CONFERENCE ON DATA MINING ICDM 5 37
IEEE INTERNATIONAL CONFERENCE ON BIG DATA 10 33
INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS 5 32
ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY EMBC 9 31
IEEE INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS IEEE AINA 3 26
IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM IGARSS 5 21
INTERNATIONAL CONFERENCE ON P2P PARALLEL GRID CLOUD AND INTERNET COMPUTING 3PGCIC 5 13
INTERNATIONAL CONFERENCE OF THE CATALAN ASSOCIATION OF ARTIFICIAL INTELLIGENCE CCIA 12 --
INTERNATIONAL LISA SYMPOSIUM 6 --
EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING ESCAPE 4 --
INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE ICCS 4 --
Note: The source of information used for the h5 index is Google Scholar

 

Citations of UPC scientific output for 2007–2017 and their time distribution

Total UPC documents Total of received citations Average of citations per UPC document # documents with citations of UPC authors
603 4666 7,74 4292
Note: the table of citations above the line graph collected data from January 2007 until July 2018. The chart does not include citations generated from January 2018.

Interactive map of the 50 most cited UPC authors

  • Each node indicates the number of citations received by the referenced author.
  • Once the map has opened, refer to the instructions for use to make the most of the possibilities it offers.

 

 

Most cited UPC documents

A compilation of data on European flash floods
By: Gaume, Eric; Bain, Valerie; Bernardara, Pietro; et al.
JOURNAL OF HYDROLOGY   Volume: 367   Issue: 1-2   Pages: 70-78   Published: MAR 30 2009
Times Cited: 279
DOI: https://doi.org/10.1016/j.jhydrol.2008.12.028
Planck pre-launch status: The Planck mission
By: Tauber, J. A.; Mandolesi, N.; Puget, J. -L.; et al.
ASTRONOMY & ASTROPHYSICS   Volume: 520     Article Number: A1   Published: SEP-OCT 2010
Times Cited: 227
DOI: https://doi.org/10.1051/0004-6361/200912983
Multiscale Combinatorial Grouping
By: Arbelaez, Pablo; Pont-Tuset, Jordi; Barron, Jonathan T.; et al.
Conference: 27th IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Location: Columbus, OH Date: JUN 23-28, 2014
Sponsor(s): CVF; IEEE; IEEE Comp Soc
2014 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR)   Book Series: IEEE Conference on Computer Vision and Pattern Recognition   Pages: 328-335   Published: 2014
Times Cited: 196
DOI:  https://doi.org/10.1109/CVPR.2014.49
New Ensemble Methods For Evolving Data Streams
By: Bifet, Albert; Holmes, Geoff; Pfahringer, Bernhard; et al.
Conference: 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining Location: Paris, FRANCE Date: JUN 28-JUL 01, 2009
Sponsor(s): ACM SIGKDD; ACM SIGMOD
KDD-09: 15TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING   Pages: 139-147   Published: 2009
Times Cited: 142
DOI:  https://doi.org/10.1145/1557019.1557041
Hot deformation behavior of a medium carbon microalloyed steel
By: Mirzadeh, H.; Cabrera, J. M.; Prado, J. M.; et al.
MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING   Volume: 528   Issue: 10-11   Pages: 3876-3882   Published: APR 25 2011
Times Cited: 101
DOI: https://doi.org/10.1016/j.msea.2011.01.098
Sorption kinetics of polycyclic aromatic hydrocarbons removal using granular activated carbon: Intraparticle diffusion coefficients
By: Valderrama, C.; Gamisans, X.; de las Heras, X.; et al.
JOURNAL OF HAZARDOUS MATERIALS   Volume: 157   Issue: 2-3   Pages: 386-396   Published: SEP 15 2008
Times Cited: 88
DOI: https://doi.org/10.1016/j.jhazmat.2007.12.119
The signal separation evaluation campaign (2007-2010): Achievements and remaining challenges
By: Vincent, Emmanuel; Araki, Shoko; Theis, Fabian; et al.
SIGNAL PROCESSING   Volume: 92   Issue: 8   Special Issue: SI   Pages: 1928-1936   Published: AUG 2012
Times Cited: 76
DOI: https://doi.org/10.1016/j.sigpro.2011.10.007
Statistics for spatial functional data: some recent contributions
By: Delicado, P.; Giraldo, R.; Comas, C.; et al.
Conference: 4th International Workshop on Spatio-Temporal Modelling Location: Alghero, ITALY Date: SEP 24-26, 2008
ENVIRONMETRICS   Volume: 21   Issue: 3-4   Special Issue: SI   Pages: 224-239   Published: MAY-JUN 2010
Times Cited: 71
DOI: https://doi.org/10.1002/env.1003
Automated Reconstruction of Dendritic and Axonal Trees by Global Optimization with Geometric Priors
By: Tueretken, Engin; Gonzalez, German; Blum, Christian; et al.
NEUROINFORMATICS   Volume: 9   Issue: 2-3   Special Issue: SI   Pages: 279-302   Published: SEP 2011
Times Cited: 70
DOI: https://doi.org/10.1007/s12021-011-9122-1
Atmospheric dust modeling from meso to global scales with the online NMMB/BSC-Dust model - Part 1: Model description, annual simulations and evaluation
By: Perez, C.; Haustein, K.; Janjic, Z.; et al.
ATMOSPHERIC CHEMISTRY AND PHYSICS   Volume: 11   Issue: 24   Pages: 13001-13027   Published: 2011
Times Cited: 68
DOI: https://doi.org/10.5194/acp-11-13001-2011
Generation and Analysis of a Large-Scale Urban Vehicular Mobility Dataset
By: Uppoor, Sandesh; Trullols-Cruces, Oscar; Fiore, Marco; et al.
IEEE TRANSACTIONS ON MOBILE COMPUTING   Volume: 13   Issue: 5   Pages: 1061-1075   Published: MAY 2014
Times Cited: 61
DOI: http://hdl.handle.net/2117/23398
Optimizing CALIPSO Saharan dust retrievals
By: Amiridis, V.; Wandinger, U.; Marinou, E.; et al.
ATMOSPHERIC CHEMISTRY AND PHYSICS   Volume: 13   Issue: 23   Pages: 12089-12106   Published: 2013
Times Cited: 52
DOI: http://hdl.handle.net/2117/21999
Intelligent services for Big Data science
By: Dobre, C.; Xhafa, F.
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING AND ESCIENCE   Volume: 37   Pages: 267-281  Published: JUL 2014
Times Cited: 51
DOI: https://doi.org/10.1016/j.future.2013.07.014
Kinetics of polycyclic aromatic hydrocarbons removal using hyper-cross-linked polymeric sorbents Macronet Hypersol MN200
By: Valderrama, C.; Gamisans, X.; Heras, F. X. de las; et al.
REACTIVE & FUNCTIONAL POLYMERS   Volume: 67   Issue: 12   Pages: 1515-1529   Published: DEC 2007
Times Cited: 45
DOI: https://doi.org/10.1016/j.reactfunctpolym.2007.07.020
Combining SMOS with visible and near/shortwave/thermal infrared satellite data for high resolution soil moisture estimates
By: Sanchez-Ruiz, Sergio; Piles, Maria; Sanchez, Nilda; et al.
JOURNAL OF HYDROLOGY   Volume: 516   Special Issue: SI   Pages: 273-283   Published: AUG 4 2014
Times Cited: 43
DOI: https://doi.org/10.1016/j.jhydrol.2013.12.047
The principle of working on coordinates
By: Mateu-Figueras, Gloria; Pawlowsky-Glahn, Vera; Jose Egozcue, Juan
COMPOSITIONAL DATA ANALYSIS: THEORY AND APPLICATIONS   Pages: 31-42   Published: 2011
Times Cited: 41
DOI: https://doi.org/10.1002/9781119976462.ch3
Quantitative discrimination between endogenous SHG sources in mammalian tissue, based on their polarization response
By: Psilodimitrakopoulos, Sotiris; Artigas, David; Soria, Guadalupe; et al.
OPTICS EXPRESS   Volume: 17   Issue: 12   Pages: 10168-10176   Published: JUN 8 2009
Times Cited: 41
DOI: https://doi.org/10.1364/OE.17.010168
Ontology-driven web-based semantic similarity
By: Sanchez, David; Batet, Montserrat; Valls, Aida; et al.
JOURNAL OF INTELLIGENT INFORMATION SYSTEMS   Volume: 35   Issue: 3   Pages: 383-413   Published: DEC 2010
Times Cited: 38
DOI: https://doi.org/10.1007/s10844-009-0103-x
Reply to "On the Harker Variation Diagrams;..." by JA Cortes
By: Egozcue, Juan Jose
MATHEMATICAL GEOSCIENCES   Volume: 41   Issue: 7   Pages: 829-834   Published: OCT 2009
Times Cited: 36
DOI: https://doi.org/10.1007/s11004-009-9238-0
Use of chemometric and geostatistical methods to evaluate pesticide pollution in the irrigation and drainage channels of the Ebro river delta during the rice-growing season
By: Terrado, Marta; Kuster, Marina; Raldua, Demetrio; et al.
ANALYTICAL AND BIOANALYTICAL CHEMISTRY   Volume: 387   Issue: 4   Pages: 1479-1488   Published: FEB 2007
Times Cited: 34
DOI: https://doi.org/10.1007/s00216-006-1038-5
SVM-based posture identification with a single waist-located triaxial accelerometer
By: Rodriguez-Martin, Daniel; Sama, Albert; Perez-Lopez, Carlos; et al.
EXPERT SYSTEMS WITH APPLICATIONS   Volume: 40   Issue: 18   Pages: 7203-7211   Published: DEC 15 2013
Times Cited: 33
DOI: https://doi.org/10.1016/j.eswa.2013.07.028
Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation
By: Pont-Tuset, Jordi; Arbelaez, Pablo; Barron, Jonathan T.; et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE   Volume: 39   Issue: 1   Pages: 128-140   Published: JAN 2017
Times Cited: 32
DOI: https://doi.org/10.1109/TPAMI.2016.2537320
Vegetation optical depth and scattering albedo retrieval using time series of dual-polarized L-band radiometer observations
By: Konings, Alexandra G.; Piles, Maria; Roetzer, Kathrina; et al.
REMOTE SENSING OF ENVIRONMENT   Volume: 172   Pages: 178-189   Published: JAN 2016
Times Cited: 32
DOI: https://doi.org/10.1016/j.rse.2015.11.009
Validation and comparison of Advanced Differential Interferometry Techniques: Murcia metropolitan area case study
By: Herrera, G.; Tomas, R.; Lopez-Sanchez, J. M.; et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING   Volume: 64   Issue: 5   Special Issue: SI   Pages: 501-512   Published: SEP 2009
Times Cited: 32
DOI: https://doi.org/10.1016/j.isprsjprs.2008.09.008
The 2008 Signal Separation Evaluation Campaign: A Community-Based Approach to Large-Scale Evaluation
By: Vincent, Emmanuel; Araki, Shoko; Bofill, Pau
Conference: 8th International Conference on Independent Component Analysis and Signal Separation Location: Paraty, BRAZIL Date: MAR 15-18, 2009
Sponsor(s): CNPq; CAPES; FAPERJ; Univ Campinas; Fed Univ Maranhao; Fed Univ Rio de Janeiro; Fed Univ Ceara; Fed Univ Minas Gerais; Brazilian Telecommun Soc
INDEPENDENT COMPONENT ANALYSIS AND SIGNAL SEPARATION, PROCEEDINGS   Book Series: Lecture Notes in Computer Science   Volume: 5441  Pages: 734-+   Published: 2009
Times Cited: 32
DOI: https://doi.org/10.1007/978-3-642-00599-2_92
Note: no UPC authors appearing in a reference means that their names are included in “et al.”. To show the full information, click on the DOI.

 

Interactive map of the WoS subject categories assigned to documents containing citations of UPC authors

  • Each node indicates the number of journal articles and conference papers indexed under the specified subject category. The edges indicate the number of documents related to the linked topics.
  • Once the map has opened, refer to the instructions for use to make the most of the possibilities it offers.
     

The Rector Gabriel Ferraté Library is grateful for the collaboration of professors René Alquézar and Elisa Sayrol in the preparation of the recerTIC UPC reports.

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Darrera actualització: 06/03/2019