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Cecilia Paola Hernández Rivas

Profesor Asistente

UNIVERSIDAD DE CONCEPCION

Concepción, Chile

Algoritmos y estructuras de datos; Sistemas distribuidos y paralelos; Compresión de grafos

Licenciado en Ciencias de la Ingeniería Electrónica, UNIVERSIDAD DE CONCEPCION. Chile, 1990
Professional Master Program, UNIVERSITY OF WASHINGTON. Estados Unidos, 2000
Doctorado en Ciencias mención Computación, UNIVERSIDAD DE CHILE. Chile, 2014
Ingeniero Civil Electrónico, UNIVERSIDAD DE CONCEPCION. Chile, 1992

Instructor Full Time

UNIVERSIDAD DE CONCEPCION

Ingeniería

Concepción, Chile

1995 - 2004
Profesor Asistente Full Time

UNIVERSIDAD DE CONCEPCION

Ingeniería

Concepción, Chile

2004 - At present
Profesor Asociado Full Time

UNIVERSIDAD DE CONCEPCION

Ingeniería

Concepción, Chile

2024 - At present

Ingeniero de Software

Synapsis

Chile

1993 - 1994
Research Assistant

University of Washington

Estados Unidos

1999 - 2000
Ingeniero de Software

Appliant Inc.

Estados Unidos

2000 - 2001
Ingeniero de Software

Tukati Inc.

Estados Unidos

2002 - 2002

Tesis de Magister en Ciencias de la Computación
1. Álvaro Guzmán, "Criterios de selección basados en Sketches para el problema de similitud genómica", Finalizada 23 de enero 2025.


Clustering-based compression for raster time series Munoz, Martita; Hernandez, Cecilia; Seco, Diego; Silva-Coira, Fernando Article ISI COMPUTER JOURNAL (2024)
Phybers: a package for brain tractography analysis Osorio, Ignacio; Cofre, G. Alejandro; Hernandez, Cecilia; Guevara, Pamela Article ISI FRONTIERS IN NEUROSCIENCE (2024)
PhyberSIM: a tool for the generation of ground truth to evaluate brain fiber clustering algorithms Poo, Elida; Hernandez, Cecilia; Guevara, Pamela Article ISI FRONTIERS IN NEUROSCIENCE (2024)
Short fiber bundle filtering and test-retest reproducibility of the Superficial White Matter Article ISI FRONTIERS IN NEUROSCIENCE (2024)
A sketch-based algorithm for network-flow entropy estimation on programmable switches using P4 Hernandez, Cecilia; Niar, S; Ouarnoughi, H; Skavhaug, A Article ISI 2023 26TH EUROMICRO CONFERENCE ON DIGITAL SYSTEM DESIGN, DSD 2023 (2023)
A streaming algorithm and hardware accelerator to estimate the empirical entropy of network flows Vera, Sofia; Hernandez, Cecilia Article ISI COMPUTER NETWORKS (2023)
Comparing White Matter Fiber Bundle Segmentation Methods for Autism Prediction Navarrete, Sebastian; Hernandez, Cecilia; Guevara, Pamela; IEEE Article ISI 2023 19TH INTERNATIONAL SYMPOSIUM ON MEDICAL INFORMATION PROCESSING AND ANALYSIS, SIPAIM (2023)
JACC-FPGA: A hardware accelerator for Jaccard similarity estimation using FPGAs in the cloud Hernandez, Cecilia Article ISI FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2023)
Multiscale cortical parcellation based on geodesic distance and hierarchical clustering Prieto, Yarelis; Hernandez, Cecilia; Guevara, Pamela; IEEE Article ISI 2023 19TH INTERNATIONAL SYMPOSIUM ON MEDICAL INFORMATION PROCESSING AND ANALYSIS, SIPAIM (2023)
Superficial white matter shape characterization using hierarchical clustering and a multi-subject bundle atlas Article ISI SCOPUS Proceedings of SPIE - The International Society for Optical Engineering (2023)
Superficial white matter bundle atlas based on hierarchical fiber clustering over probabilistic tractography data Hernandez, Cecilia; Guevara, Pamela Article ISI NEUROIMAGE (2022)
A High-Throughput Hardware Accelerator for Network Entropy Estimation Using Sketches Hernandez, Cecilia Article ISI IEEE ACCESS (2021)
ABrainVis: an android brain image visualization tool Guevara, Miguel; Bonometti, Danilo; Carrasco, Diego; Descoteaux, Maxime; Hernandez, Cecilia; Guevara, Pamela Article ISI BIOMEDICAL ENGINEERING ONLINE (2021)
Compact structure for sparse undirected graphs based on a clique graph partition Glaria, Felipe; Hernandez, Cecilia Article ISI INFORMATION SCIENCES (2021)
Enhanced Automatic Segmentation for Superficial White Matter Fiber Bundles for Probabilistic Tractography Datasets IEEE Article ISI 2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC) (2021)
Fiber Clustering Acceleration With a Modified Kmeans plus plus Algorithm Using Data Parallelism Goicovich, Isaac; Guevara, Pamela; Hernandez, Cecilia Article ISI FRONTIERS IN NEUROINFORMATICS (2021)
Group-Wise Cortical Surface Parcellation Based on Inter-Subject Fiber Clustering Silva, Felipe; Hernandez, Cecilia; Guevara, Pamela; IEEE Article ISI 2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC) (2021)
FFClust: Fast fiber clustering for large tractography datasets for a detailed study of brain connectivity Hernandez, Cecilia; Guevara, Pamela Article ISI NEUROIMAGE (2020)
Mining Discriminative K-Mers in DNA Sequences Using Sketches and Hardware Acceleration Lehnert, Hans; Hernandez, Cecilia Article ISI IEEE ACCESS (2020)
Cell cycle and protein complex dynamics in discovering signaling pathways Hernandez, Cecilia; Seco, Diego Article ISI SCOPUS JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY (2019)
CORTICAL SURFACE PARCELLATION BASED ON GRAPH REPRESENTATION OF SHORT FIBER BUNDLE CONNECTIONS Silva, Felipe; Guevara, Miguel; Hernandez, Cecilia; Guevara, Pamela; IEEE Article ISI 2016 IEEE 13TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI) (2019)
PARALLEL OPTIMIZATION OF FIBER BUNDLE SEGMENTATION FOR MASSIVE TRACTOGRAPHY DATASETS Hernandez, Cecilia; Guevara, Pamela; IEEE Article ISI 2016 IEEE 13TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI) (2019)
Protein complex prediction via dense subgraphs and false positive analysis Article ISI SCOPUS PLOS ONE (2017)
Compressed representations for web and social graphs Hernandez C.; Navarro, G Article KNOWLEDGE AND INFORMATION SYSTEMS (2014)
A P2P meta-index for spatio-temporal moving object databases Hernandez, Cecilia; Rodriguez, M. Andrea; Haritsa, JR; Kotagiri, R; Pudi, V Article ISI SOCIAL COMPUTING AND SOCIAL MEDIA: APPLICATIONS IN EDUCATION AND COMMERCE, SCSM 2022, PT II (2008)
Complex queries for moving object databases in DHT-based systems Hernandez, Cecilia; Andrea Rodriguez, M.; Margalef, T; Benitez D. Article ISI SOCIAL COMPUTING AND SOCIAL MEDIA: APPLICATIONS IN EDUCATION AND COMMERCE, SCSM 2022, PT II (2008)


A hardware accelerator for quantile estimation of network packet attributes ConferencePaper (2024)
Fast White Matter Fiber Clustering Using Variational Autoencoder Latent Space Guevara, Pamela ConferencePaper (2024)
Heavy-hitter detection using a hardware sketch with the countmin-CU algorithm ConferencePaper SCOPUS Proceedings - 21st Euromicro Conference on Digital System Design, DSD 2018 (2018)
Listing Dense Subgraphs in Small Memory Pinto P.; Cruces N.; Hernandez, C ConferencePaper ISI SCOPUS 2014 9TH LATIN AMERICAN WEB CONGRESS (LA-WEB) (2014)
Discovering dense subgraphs in parallel for compressing Web and social networks Hernandez, C; Marin M. ConferencePaper SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2013)
Compressed representation of web and social networks via dense subgraphs Hernandez, C; Navarro G. ConferencePaper SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2012)
Dynamic P2P Indexing and Search based on Compact Clustering Marin M.; Gil Costa V.; Hernandez, C ConferencePaper ISI SISAP 2009: 2009 SECOND INTERNATIONAL WORKSHOP ON SIMILARITY SEARCH AND APPLICATIONS, PROCEEDINGS (2009)


Millennium Nucleus on Young Exoplanets and their Moons Cieza, Lucas Proyecto (2025)
SCALABLE SKETCH-BASED ALGORITHMS FOR COMPARATIVE GENOMICS Proyecto (2024)
A method for multiscale parcellation of the cortex based on structural connectivity with application to functional variability and alteration in different clinical conditions Guevara, Pamela Proyecto (2022)
Hardware accelerators for network traffic monitoring in the data plane Proyecto (2022)