Jorge E. Camargo, PhD

PhD in Systems and Computing Engineering at National University of Colombia
MSc in Systems and Computing Engineering at Universidad de los Andes
Eng. in Systems and Computing Engineering at National University of Colombia

Curriculum Vitae (CvLAC)
Citations (Google Scholar)

Research work

I obtained a PhD in 2014 (Summa Cum Laude), under supervision of professor Fabio González at the MindLab research group. The central topic of the thesis was the design of strategies for exploring multimodal image collections.

My current research interests are:

  • Machine learning
  • Big Data and Data Analytics
  • Cybersecurity

Journal reviewer

I am reviewer of the following international journals:
  • Forensic Science International
  • IEEE Transactions on Multimedia
  • Multimedia Tools and Applications
  • Indian Journal of Science and Technology
  • Expert Systems with Applications

Thesis

  • Camargo, J. "A Strategy for Interactive Exploration of Multimodal Image Collections", PhD Thesis, Universidad Nacional de Colombia, 2014. (Summa Cum Laude) http://www.bdigital.unal.edu.co/45995/1/02299809.2014.pdf 
  • Camargo, J. "APSE: A P2P Search Engine". Master Thesis, Universidad de Los Andes, 2006.https://sites.google.com/site/camargoj/MasterThesis.pdf?attredirects=0 

Journal papers

  • Alvaro D. Orjuela-Cañón, Jorge E. Camargo Mendoza, Carlos E. Awad García, Erika P. Vergara Vela. "Tuberculosis diagnosis support analysis for precarious health information systems". Computer Methods and Programs in Biomedicine, ISSN 0169-2607, 2018. http://linkinghub.elsevier.com/retrieve/pii/S0169260717312361?via=sd
  • Jorge E. Camargo, Fabio A. González, Multimodal latent topic analysis for image collection summarization, Information Sciences, Volume 328, 20 January 2016, Pages 270-287, ISSN 0020-0255. http://dx.doi.org/10.1016/j.ins.2015.08.044
  • Jorge E. Camargo, Diego F. Sierra, Yeison F. Torres. "Study of Cryptographic Algorithms to Protect Electronic Medical Records in Mobile Platforms". Indian Journal of Science & Technology, Volume 8, Issue 21, September 2015. ISSN 0974-6846, 2015. http://www.indjst.org/index.php/indjst/article/view/60739
  • Jorge E. Camargo, Pierre Esseiva, Fabio González, Julien Wist, Luc Patiny. "Monitoring of illicit pill distribution networks using an image collection exploration framework". Forensic Science International, Volume 223, Issue 1, November 2012, 298-305. ISSN 0379-0738, 2012. http://www.sciencedirect.com/science/article/pii/S0379073812004586 
  • Jorge E. Camargo, Juan C. Caicedo, Fabio A. Gonzalez, A kernel-based framework for image collection exploration, Journal of Visual Languages & Computing, Volume 24, Issue 1, February 2013, 53-57. ISSN 10-45-926X.  
  • González F., Caicedo J., Cruz Roa A., Camargo J., Spinel C. A system for accessing a collection of histology images using content-based strategies.  Acta Biológica Colombiana. Vol 15, No 3, 221-234. ISSN 0120-548X, 2010. 

Book Chapters

  • Juan C. Caicedo, Jorge E. Camargo, and Fabio A. González. "Content-Based Access to Medical Image Collections". Book chapter in Biomedical Image Analysis and Machine Learning Technologies: Applications and Techniques. Idea Group Inc., 2009.

Peer-reviewed Conference Papers

2018

  • Doria, Juan D. Orjuela-Cañón Alvaro D.., Camargo Jorge E. (2018) A System for the Acquisition of Data to Predict Pulmonary Tuberculosis. In: Florez H., Diaz  C., Chavarriaga J. (eds) Applied Informatics. ICAI 2018. Communications in Computer and Information Science, vol 942. Springer. https://www.springer.com/la/book/9783030015343  

2017

  • Zuñiga D.F., Amido T., Camargo J.E. (2017) Automatic Computation of Poetic Creativity in Parallel Corpora. In: Solano A., Ordoñez H. (eds) Advances in Computing. CCC 2017. Communications in Computer and Information Science, vol 735. Springer, Cham. http://dx.doi.org/10.1007/978-3-319-66562-7_50 
  • Baquero J.F., Camargo J.E., Restrepo-Calle F., Aponte J.H., González F.A. (2017) Predicting the Programming Language: Extracting Knowledge from Stack Overflow Posts. In: Solano A., Ordoñez H. (eds) Advances in Computing. CCC 2017. Communications in Computer and Information Science, vol 735. Springer, Cham. https://doi.org/10.1007/978-3-319-66562-7_15 
  • Reyes A.K., Caicedo J.C., Camargo J.E. (2017) Identifying Colombian Bird Species from Audio Recordings. In: Beltrán-Castañón C., Nyström I., Famili F. (eds) Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications. CIARP 2016. Lecture Notes in Computer Science, vol 10125. Springer, Cham. http://dx.doi.org/10.1007/978-3-319-52277-7_34 

2016

  • M. del Pilar Salamanca and J. Camargo, "A survey on IEEE 802.11-based MANETs and DTNs for survivor communication in disaster scenarios," 2016 IEEE Global Humanitarian Technology Conference (GHTC), Seattle, WA, 2016, pp. 197-204. http://dx.doi.org/10.1109/GHTC.2016.7857280
  • Rosales-Castro L.F., Chaparro-Gutiérrez L.A., Cruz-Salinas A.F., Restrepo-Calle F., Camargo J., González F.A. (2016) An Interactive Tool to Support Student Assessment in Programming Assignments. In: Montes y Gómez M., Escalante H., Segura A., Murillo J. (eds) Advances in Artificial Intelligence - IBERAMIA 2016. IBERAMIA 2016. Lecture Notes in Computer Science, vol 10022. Springer, Cham. http://dx.doi.org/10.1007/978-3-319-47955-2_33
  • J. E. Camargo, C. A. Torres, O. H. Martínez and F. A. Gómez, "A big data analytics system to analyze citizens' perception of security," 2016 IEEE International Smart Cities Conference (ISC2), Trento, Italy, 2016, pp. 1-5.http://dx.doi.org/10.1109/ISC2.2016.7580846
  • F. Gómez, A. Torres, J. Galvis, J. Camargo and O. Martínez, "Hotspot mapping for Perception of Security," 2016 IEEE International Smart Cities Conference (ISC2), Trento, Italy, 2016, pp. 1-6.http://dx.doi.org/10.1109/ISC2.2016.7580815
  • Oscar Hernán Paruma-Pabón, Fabio A. González, Jairo Aponte, Jorge E. Camargo, Felipe Restrepo-Calle. "Finding Relationships between Socio-Technical Aspects and Personality Traits by Mining Developer E-mails", Cooperative and Human Aspects of Software Engineering (CHASE), May 2016.  (ACM)http://dl.acm.org/citation.cfm?id=2897611 (Arxiv)http://arxiv.org/abs/1603.00696
  • Jesús Nivia, Yésika Martínez, Jorge E. Camargo, "Arrhythmia classification using biosignal analysis and machine learning techniques", International Conference for Smart Health, Lecture Notes in Computer Science, Volume 9545, Pages 143-153, 2016. http://dx.doi.org/10.1007/978-3-319-29175-8_13
  • Shavely S. Pusey, Jorge E. Camargo and Gloria Díaz, "Mobile cloud computing as an alternative for monitoring child mental disorders", International Conference for Smart Health, Lecture Notes in Computer Science, Volume 9545, Pages 31-42, 2016. http://dx.doi.org/10.1007/978-3-319-29175-8_4 
  • Angie K. Reyes, Jorge E. Camargo and Gloria Díaz, "Design of a mobile application to support non-pharmacological therapies for people with Alzheimer disease", International Conference for Smart Health", Lecture Notes in Computer Science, Volume 9545, Pages 321-332, 2016. http://dx.doi.org/10.1007/978-3-319-29175-8_30

2015

  • Reyes, Angie K., Camargo, J., Díaz, G. "Pervasive mobile application to assist elderly people with cognitive impairment". 10th Computing Colombian Conference, 10CCC, Bogotá, Colombia, 2015. http://dx.doi.org/10.1109/ColumbianCC.2015.7333420
  • Pussey, S., Camargo, J., Díaz, G. "A mobile cloud computing-based system for child behavior’s and mental disorder’s tracking". 10th Computing Colombian Conference, 10CCC, Bogotá, Colombia, 2015. http://dx.doi.org/10.1109/ColumbianCC.2015.7333475
  • Ramírez, Y., Vergara J., Camargo, J. "A pervasive and ubiquitous mobile health application for tracking people with disabilities". 10th Computing Colombian Conference, 10CCC, Bogotá, Colombia, 2015.
  • Reyes, Angie K., Camargo, J. "Visualization of audio records for automatic bird species identification". Symposium on Signal Processing, Images and Computer Vision, STSIVA-2015, Bogotá, Colombia, 2015. stsiva2015.org/wp-content/uploads/167.pdf
  • Angie K. Reyes, Juan C. Caicedo, Jorge E. Camargo. "Fine-tuning Deep Convolutional Networks for Plant Recognition". CLEF 2015 - Conference and Labs of the Evaluation forum. Tolouse, France, 8-11 Sept, 2015.http://ceur-ws.org/Vol-1391/121-CR.pdf

2014

  • Sierra, Diego F.;Torres, Yeison F.; Camargo, Jorge E. "A Secure Mobile System to Interchange Electronic Medical Records in HL7".  Computing Colombian Conference (9CCC), Pereira, Colombia, 3-5 Sept, 2014. ISBN 978-1-4799-6717-9 
  • Camargo, Jorge E.; Gonzalez, Fabio A, "Multimodal visualization based on latent topic analysis," Multimedia and Expo Workshops (ICMEW), 2014 IEEE International Conference on, pp.1-6, 14-18 July 2014, Chengdu, China. http://dx.doi.org/10.1109/ICMEW.2014.6890716 

2013

  • Chavarro, Anyela; Camargo, Jorge; Gonzalez, Fabio A. "Visualizing multimodal image collections". Image, Signal Processing, and Artificial Vision (STSIVA), 2013 XVIII Symposium of, pp. 1-6, 11-13 Sept. 2013.  
  • Camargo, Jorge E.; Gonzalez, Fabio A. "MICS: Multimodal image collection summarization by optimal reconstruction subset selection". Computing Colombian Conference (8CCC), 2013 8th, pp.1-6, 21-23 Aug. 2013 

2012

  • Jorge A. Vanegas, Juan C. Caicedo, Jorge E. Camargo, Raúl Ramos-Pollán, Fabio A. González. "Bioingenium at ImageCLEF 2012: Textual and Visual Indexing for Medical Images". CLEF 2012 Evaluation Labs and Workshop, Online Working Notes, Rome, Italy, September 17-20, 2012. 2012, ISBN 978-88-904810-3-1.  
  • Ramos-Pollan, R.; Gonzalez, F.A.; Caicedo, J.C.; Cruz-Roa, A.; Camargo, J.E.; Vanegas, J.A.; Perez, S.A.; Bermeo, J.D.; Otalora, J.S.; Rozo, P.K.; Arevalo, J.E., "BIGS: A framework for large-scale image processing and analysis over distributed and heterogeneous computing resources," E-Science (e-Science), 2012 IEEE 8th International Conference on , vol., no., pp.1,8, 8-12 Oct. 2012. 

2011

  • Santiago A. Pérez R, Juan S. Otálora M., Jorge E. Camargo, Fabio A. Gonzá́lez. "Explorando grandes colecciones de imágenes de histología a través de factores latentes". 7th International Seminar on Medical Information Processing and Analysis. SIPAIM 2011. Bucaramanga.
  • Camargo, Jand González F. "Multimodal Image Collection Summarization using Non-negative Matrix Factorization". 6th Colombian Computing Congress, 6CCC 2011. ISBN 978-1-4577-0284-6. http://dx.doi.org/10.1109/COLOMCC.2011.5936291

2010

  • Chavarro, A., Camargo, J., and González F. "Exploration and Retrieval in Large Biomedical Image Collections: A State of The Art". 6th International Seminar on Medical Image Processing and Analysis, SIPAIM2010, December 2010. ISBN 978-958-719-614-6.
  • Camargo, J., Caicedo, J. and González F. "Multimodal Image Collection Visualization using On Non-negative Matrix Factorization". 14th European Conference on Research and Advanced Technology for Digital Libraries, ECDL 2010. Lecture Notes in Computer Science, 2010, Volume 6273/2010, 429-432.  
  • Camargo, J., Caicedo, J., Chavarro, A. and González F. "A Kernel-Based Strategy for Exploratory Image Collection Search". Content-Based Multimedia Indexing (CBMI), 2010 International Workshop on, IEEE. CBMI 2010. ISBN 978-1-4244-8028-9.  

2009

  • Camargo, J., Chavarro, A. and González F. "MedViz: A System for Medical Image Collection Visualization and Exploration". V Seminario Internacional Procesamiento y Análisis de Imágenes Médicas (SIPAIM2009), November 2009.
  • Fabio A. González, Juan C. Caicedo, Jorge E. Camargo, Angel Cruz, Clara Spinel, Eduardo Romero. "Sistema para Acceder una Colección de Imágenes Biomédicas Mediante Estrategias Basadas en el Contenido". V Seminario Internacional Procesamiento y Análisis de Imágenes Médicas (SIB-SIPAIM2009), November 2009. ISBN 978-958-695-478-5.
  • Camargo, J. and González F. A Multi-Class Kernel Alignment Method for Image Collection Summarization. 14th Iberoamerican Congress on Pattern Recognition (CIARP2009), Lecture Notes in Computer Science, Vol 5856, pages 545-552, 2009.  
  • Fabio González, Juan Caicedo, Angel Cruz, Jorge Camargo, Eduardo Romero, Clara Spinel, Natalia Revelo, David Seligmann, Jessica Forero. A Web-Based System for Biomedical Image Storage, Annotation, Content-Based Retrieval and ExplorationMicrosoft eScience Workshop, October 2009.
  • Camargo, J., Caicedo, J. and González, F. Kernel-Based Visualization of Large Collections of Medical Images Involving Domain Knowledge. X Congreso Internacional de Interacción Persona-Ordenador (Interacción2009), September 2009. ISBN 13:978-84-692-5005-1.  
  • Camargo, Jorge and González, Fabio. Visualization, Summarization and Exploration of  Large Collections of Images: State Of The Art. LatinAmerican Conference On Networked and Electronic Media (LACNEM2009), August 2009. ISBN: 98-958-44-5473-7.   
  • Camargo, Jorge and González, Fabio. Visualization of Large Collections of Medical Images. Segundo Simposio Doctoral en Ingeniería de Sistemas y computación (SDSC09), Proceedings in Paradigma Journal - Revista Electrónica en Construcción de Software, Vol 3, Num 3, (http://paradigma.uniandes.edu.co) Universidad de Los Andes, Colombia, August 2009.
  • Camargo, Jorge and González, Fabio. Visualization of Large Collections of Medical Images. IV Congreso Colombiano de Computación (4CCC), Universidad Autónoma de Bucaramanga, April 2009.  
    ISBN: 978-958-8166-43-8.  

2007

  • Camargo, Jorge. Recuperación de Información en una Red Peer to Peer. XXXIII Conferencia Latinoamericana de Informática (CLEI2007), Costa Rica, 2007. ISBN: 978-9968-9678-9-1. (paper)
  • Camargo, Jorge and Rueda, Francisco. A P2P Search Engine. II Congreso Colombiano de Computación (2CCC), Universidad Javeriana, 2007. ISBN 978-958-683-972-3. paper
  • Camargo, Jorge. Arquitectura de Software: Caso Práctico. II Congreso Colombiano de Computación (2CCC), Universidad Javeriana, 2007. ISBN 978-958-683-972-3. paper

Magazines and TV

  • Big Data interview, UN Radio. November, 2014. Audio record.
  • Fernando García, Unimedios. Software seguirá la pista de traficantes de Éxtasis. UN Periódico magazine (page 10). May 26, 2013. pdf
  • Magda Páez Torres, Unimedios.  Médicos, con nueva opción virtual para analizar imágenes. UN Periódico magazine, February, 2010. pdf
  • Informed in TV news: video 
  • Informed in Meditech 2010: video

Other material

Subpages (1): PhD records
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