Cecilia Hernández Rivas
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Personal
Ingeniero Civil Electrónico
Master of Science, University of Washington, USA
Doctor en Ciencias de la Computación, Universidad de Chile, Santiago, Chile.
Age prediction with structural and functional graph-based features using machine learning
Atlas of Cerebellar Connections Based on ROIs and dMRI Tractography
Brain dynamics at different resolutions of a hierarchical parcellation
Age-related white matter asymmetry patterns across the lifespan: A diffusion MRI study
A streaming algorithm and hardware accelerator for top-K flow detection in network traffic
A simulator for the validation of tractography-based cortical surface parcellations
Clustering-based compression for raster time series
Fast White Matter Fiber Clustering Using Variational Autoencoder Latent Space
A hardware accelerator for quantile estimation of network packet attributes
PhyberSIM: a tool for the generation of ground truth to evaluate brain fiber clustering algorithms
Short fiber bundle filtering and test-retest reproducibility of the Superficial White Matter
Phybers: a package for brain tractography analysis
A streaming algorithm and hardware accelerator to estimate the empirical entropy of network flows
A sketch-based algorithm for network-flow entropy estimation on
programmable switches using P4
JACC-FPGA: A hardware accelerator for Jaccard similarity estimation using FPGAs in the cloud
Superficial white matter bundle atlas based on hierarchical fiber clustering over probabilistic tractography data
Fiber clustering acceleration with a modified Kmeans++ algorithm using data parallelism
Group-wise cortical surface parcellation based on inter-subject clustering
A high-throughput hardware accelerator for network entropy estimation using sketches.
Compact structure for sparse undirected graphs based on a clique graph partition.
FFClust: Fast fiber clustering for large tractography datasets for a detailed study of brain connectivity
Mining discriminative k-mers in DNA sequences using sketches and hardware acceleration.
A hardware accelerator for entropy estimation using the top-k most frequent elements.
Inter-subject clustering of brain fibers from whole-brain tractography
Hardware acceleration of k-mer clustering using locality-sensitive hashing
Cell Cycle and Protein Complex Dynamics in Discovering Signaling Pathways
Cortical surface parcellation based on graph representation of short fiber bundle connections
Parallel optimization of fiber bundle segmentation for massive tractography datasets
Heavy-hitter detection using a hardware sketch with the Countmin-CU algorithm
Clustering of tractography datasets based on streamline point distribution
Protein complex prediction via dense subgraphs and false positive analysis
Listing Dense Subgraphs in Small Memory
Discovering Dense Subgraphs in parallel for compressing Web
and Social networks
Compressed Representations for Web and Social Graphs
Compressed Representation of Web and Social Networks via Dense Subgraphs
Compression of Web and Social Graphs supporting Neighbor and Community Queries Dynamic P2P Indexing and Search based on Compact Clustering Complex Queries for Moving Object Databases in DHT-based Systems A P2P Meta-Index for Spatio-Temporal Moving Object Databases
Herramienta de Apoyo a la Docencia: Detección Estática de Bloqueos Mortales VisualSync: An Interactive Visualization Tool for
Teaching/Learning Multithreaded Programming with Synchronization Primitives Cecilia
Hernández, Marcelo Rivera, Jorge López Proceeding of the World
Conference E-Learning Vancouver, Canadá. Octubre 24 - 28, 2005 AELinux:
Distribución Linux Educacional encapsulada en Máquina Virtual Hugo Hromic, Cecilia Hernández VIII Congreso
Chileno de Educación Superior en Computación. Valdivia,
Chile. Noviembre 7-12, 2005 Plataforma de autoaprendizaje
y evaluación automática Jorge
López, Cecilia Hernández, Yussef Farrán, VIII Congreso
Chileno de Educación Superior en Computación. Valdivia,
Chile. Noviembre 7-12, 2005 Plataforma de evaluación
automática de programas. Jorge López, Cecilia
Hernández y Yussef Farrán. VII Congreso Chile en
Educación Superior A simulation model
for floating-gate MOS synapse transistors
Asignaturas
Sistemas Operativos
Introducción a la Computación Paralela
Tópicos en Manejo de Grandes Vol. de Datos
Arquitectura de Computadores
Análisis de Algoritmos
Publicaciones
B Arce, C Vergara, M Otero, P Guevara, C Hernández
International Symposium on Medical Information Processing and Analysis (SIPAIM), 2025.
Daniela Carrasco-Guerrero, Patricio Riquelme, Cecilia Hernández, Pamela Guevara
International Symposium on Medical Information Processing and Analysis (SIPAIM), 2025.
Y Prieto, J Molina, C Hernández, M Otero, W El-Deredy, P Guevara
International Symposium on Medical Information Processing and Analysis (SIPAIM), 2025.
C Vergara, M Otero, C Hernández, P Guevara
International Symposium on Medical Information Processing and Analysis (SIPAIM), 2025.
C Gallardo-Pavesi, Y Fernández, JE Soto, C Hernández, M Figueroa
Euromicro Conference on Digital System Design (DSD), 2025.
E Poo, J Molina, JF Mangin, C Hernández, P Guevara
Computers in Biology and Medicine, 2024.
Martita Muñoz, Jose Fuentes-Sepulveda, Cecilia Hernandez, Gonzalo Navarro, Diego Seco, Fernando Silva-Coira
The Computer Journal, 2024.
S Navarrete, JF Mangin, C Hernandez, P Guevara
International Symposium on Medical Information Processing and Analysis (SIPAIM), 2024.
C Gallardo-Pavesi, Y Fernandez, JE Soto, C Hernandez, M Figueroa
Euromicro Conference on Digital System Design (DSD), 2024.
E Poo, JF Mangin, C Poupon, C Hernandez, P Guevara
Frontiers in Neuroscience, 2024.
C Mendoza, C Roman, JF Mangin, C Hernandez, P Guevara
Frontiers in Neuroscience, 2024.
Lazara Liset González Rodriguez, Ignacio Osorio, Alejandro Cofre G, Hernan Hernandez Larzabal, Claudio Román, Cyril Poupon, Jean-Francois Mangin, Cecilia Hernandez, Pamela Guevara
Frontiers in Neuroscience, 2024.
Y. Fernández, J. Soto, S. Vera, Y. Prieto, C. Hernández, M. Figueroa
Computer Networks Journal, 2023.
J. Soto, S. Vera, Y. Fernández, D. Yunge, C. Hernández, M. Figueroa
DSD International Conference, Durres, Albania, 2023.
J. Soto, C. Hernández, M. Figueroa
Future Generation Computer Systems Journal, 2023.
C. Román, C. Hernández, M. Figueroa, J. Houenou, C. Poupon, J-F. Mangin, P. Guevara,
Neuroimage Journal, 2022.
I. Goicovich, P. Olivares, C. Román, A. Vázquez, C. Poupon, J-F. Mangin, P. Guevara, C. Hernández
Frontiers in Neuroinformatics Journal, 2021.
I. Osorio, M. Guevara, D. Bonometti, D. Carrasco, M. Descoteaux, C. Poupon, J-F. Mangin, C. Hernández, Pamela Guevara
BioMedical Engineering OnLine Journal, 2021.
C. Mendoza, C. Román, A. Vázquez, C. Poupon, J-F. Mangin, C. Hernández, Pamela Guevara
EMBC, 2021.
C. Vergara, F. Silva, I. Huerta, N. López, A. Vázquez, J. Houenou, C. Poupon, J-F. Mangin, C. Hernández, Pamela Guevara
EMBC, 2021.
J. Soto, P. Ubisse, Y. Fernández, C. Hernández, and M. Figueroa.
IEEE Access Journal, 2021.
C. Román, N. López, J. Houenou, C. Poupon, J-F Mangin, C. Hernández, and P. Guevara.
ISBI, 2021.
F. Glaria, C. Hernández, S. Ladra, G. Navarro, and L. Salinas.
Information Sciences Journal, 2021.
A. Vázquez, N. López-Loópez, A. Sánchez, J. Houenou, C. Poupon, J-F. Margin, C. Hernández, and P. Guevara.
Neuroimage Journal, 2020.
A. Saavedra, H. Lehnert, C. Hernández, G. Carvajal, and M. Figueroa.
IEEE Access Journal. 2020.
J. Soto, P. Ubisse, C. Hernández, and M. Figueroa.
Euromicro DSD, 2020. Outstanding paper award.
I. Huerta, A. Vázquez, N. López-Loópez,J. Houenou, C. Poupon, J-F. Margin, P. Guevara, C. Hernández
EMBC, Montreal, Canada, July, 2020.
J. Soto, T. Krohmer, C. Hernández, and M. Figueroa
Euromicro DSD, Kallithea, Greece, 2019.
D. Inostroza, C. Hernández, D. Seco, G. Navarro, A. Olivera-Nappa
Journal of Bioinformatics and Computational Biology, 2019.
F. Silva, M. Guevara, C. Poupon, J.F. Mangin, C. Hernández, P. Guevara
ISBI, Venice, Italy, 2019.
A. Vazquez, N. Lopez, N. Labra, M. Figueroa, C. Poupon, J.F. Mangin, C. Hernández, P. Guevara
ISBI, Venice, Italy, 2019.
A. Saavedra, C. Hernández, M. Figueroa
Euromicro DSD, Prague, Czech Republic, 2018.
A. Sanchez, C. Hernández, C. Poupon, J. Mangin, and P. Guevara
ISMRM, Paris, France, 2018.
C. Hernández, C. Mella, G. Navarro, Alvaro Olivera-Nappa, and Jaime Araya
PloS one, 12.9, 2017.
P. Pinto, N. Cruces, and C. Hernández
Latin American Web Congress (LA-WEB 2014), Ouro Petro, Brasil, Octubre 20-23, 2014.
C. Hernández and M. Marín
In 20th International Symposium on String Processing and Information Retrieval (SPIRE 2013), Jerusalem, Israel, Octubre 7-9, 2013.
C. Hernández and G. Navarro
Knowledge and Information Systems, 2014.
C. Hernández and G. Navarro
In 19th International Symposium on String Processing and Information Retrieval (SPIRE 2012), Cartagena de Indias, Colombia, Octubre 21-25, 2012.
Best student paper award.
C. Hernández and G. Navarro
In fifth International Workshop on Social Network Analysis (SNAKDD 2011), San Diego, CA, USA, August 21, 2011.
M. Marín, Verónica Gil-Costa, and C. Hernández
In 2nd International Workshop on Similarity Search and Applications (SISAP 2009), Prague, Czech Republic, August 29-30. 2009 (IEEE-CS).
C. Hernández, A. Rodríguez and M. Marín
In 14th European Conference on Parallel and Distributed Computing (EuroPar 2008), Las Palmas de Gran Canaria, Spain, Aug. 26-29 2008 (Lecture Notes in Computer Science, Springer-Verlag).
C. Hernández, A. Rodríguez and M. Marín
In 13th International Conference on Database Systems for Advanced Applications (DASFAA 2008), March 19-21, 2008, New Delhi, India (LNCS 4947, pp. 653-660, Springer-Verlag).
Darío Rojas y C. Hernández
XXII Congreso Chileno de Educación en Ingeniería, La Serena, Chile, 2008.
Kambiz Rahimi, Chris Diorio, Cecilia Hernandez, and M. Dean Brockhausen
Proceedings of the 2002 IEEE International Symposium on Circuits and Systems
Phoenix, AZ, vol. 2, pp. 532–535, 2002.