Juan Carlos Pichel

Orcid: 0000-0001-9505-6493

According to our database1, Juan Carlos Pichel authored at least 54 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
QPU integration in OpenCL for heterogeneous programming.
J. Supercomput., May, 2024

An unsupervised perplexity-based method for boilerplate removal.
Nat. Lang. Eng., January, 2024

Review of Distributed Quantum Computing. From single QPU to High Performance Quantum Computing.
CoRR, 2024

MPI4All: Universal Binding Generation for MPI Parallel Programming.
Proceedings of the Computational Science - ICCS 2024, 2024

Large Language Models for Binary Health-Related Question Answering: A Zero- and Few-Shot Evaluation.
Proceedings of the Computational Science - ICCS 2024, 2024

2022
A unified framework to improve the interoperability between HPC and Big Data languages and programming models.
Future Gener. Comput. Syst., 2022

A multistage retrieval system for health-related misinformation detection.
Eng. Appl. Artif. Intell., 2022

Real-Time Focused Extraction of Social Media Users.
IEEE Access, 2022

CiTIUS at the TREC 2022 Health Misinformation Track.
Proceedings of the Thirty-First Text REtrieval Conference, 2022

Social Minder: a Tool for Social Media Monitoring and its Use for Detecting COVID-19 Misinformation.
Proceedings of the 2nd Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2022), 2022

2021
CiTIUS at the TREC 2021 Health Misinformation Track.
Proceedings of the Thirtieth Text REtrieval Conference, 2021

Reliability Prediction for Health-Related Content: A Replicability Study.
Proceedings of the Advances in Information Retrieval, 2021

Comparing Traditional and Neural Approaches for Detecting Health-Related Misinformation.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2021

2020
Ignis: An efficient and scalable multi-language Big Data framework.
Future Gener. Comput. Syst., 2020

A big data approach to metagenomics for all-food-sequencing.
BMC Bioinform., 2020

Very Fast Tree: speeding up the estimation of phylogenies for large alignments through parallelization and vectorization strategies.
Bioinform., 2020

CiTIUS at the TREC 2020 Health Misinformation Track.
Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

eXtream: a System for Real-time Monitoring of Dynamic Web Sources.
Proceedings of the First Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020), 2020

2019
Sparse Matrix Classification on Imbalanced Datasets Using Convolutional Neural Networks.
IEEE Access, 2019

Dataflow Execution of Hierarchically Tiled Arrays.
Proceedings of the Euro-Par 2019: Parallel Processing, 2019

2018
Polypus: a Big Data Self-Deployable Architecture for Microblogging Text Extraction and Real-Time Sentiment Analysis.
CoRR, 2018

LinguaKit: A Big Data-Based Multilingual Tool for Linguistic Analysis and Information Extraction.
Proceedings of the Fifth International Conference on Social Networks Analysis, 2018

A Micromodule Approach for Building Real-Time Systems with Python-Based Models: Application to Early Risk Detection of Depression on Social Media.
Proceedings of the Advances in Information Retrieval, 2018

A New Approach for Sparse Matrix Classification Based on Deep Learning Techniques.
Proceedings of the IEEE International Conference on Cluster Computing, 2018

Building Python-Based Topologies for Massive Processing of Social Media Data in Real Time.
Proceedings of the 5th Spanish Conference on Information Retrieval, 2018

2017
PASTASpark: multiple sequence alignment meets Big Data.
Bioinform., 2017

Perldoop2: A Big Data-Oriented Source-to-Source Perl-Java Compiler.
Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

2016
Boosting performance of a Statistical Machine Translation system using dynamic parallelism.
J. Comput. Sci., 2016

2015
BigBWA: approaching the Burrows-Wheeler aligner to Big Data technologies.
Bioinform., 2015

2014
3DyRM: a dynamic roofline model including memory latency information.
J. Supercomput., 2014

Análisis morfosintáctico y clasificación de entidades nombradas en un entorno Big Data.
Proces. del Leng. Natural, 2014

Using sampled information: is it enough for the sparse matrix-vector product locality optimization?
Concurr. Comput. Pract. Exp., 2014

A hardware counter-based toolkit for the analysis of memory accesses in SMPs.
Concurr. Comput. Pract. Exp., 2014

Multiobjective optimization technique based on monitoring information to increase the performance of thread migration on multicores.
Proceedings of the 2014 IEEE International Conference on Cluster Computing, 2014

Perldoop: Efficient execution of Perl scripts on Hadoop clusters.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013
A flexible and dynamic page migration infrastructure based on hardware counters.
J. Supercomput., 2013

Sparse matrix-vector multiplication on the Single-Chip Cloud Computer many-core processor.
J. Parallel Distributed Comput., 2013

2012
Optimization of sparse matrix-vector multiplication using reordering techniques on GPUs.
Microprocess. Microsystems, 2012

A Graphical Tool for Performance Analysis of Multicore Systems Based on the Roofline Model.
Proceedings of the 10th IEEE International Symposium on Parallel and Distributed Processing with Applications, 2012

Hardware Counters Based Analysis of Memory Accesses in SMPs.
Proceedings of the 10th IEEE International Symposium on Parallel and Distributed Processing with Applications, 2012

Experiences with the Sparse Matrix-Vector Multiplication on a Many-core Processor.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

2011
Analyzing the execution of sparse matrix-vector product on the Finisterrae SMP-NUMA system.
J. Supercomput., 2011

2010
Increasing the Locality of Iterative Methods and Its Application to the Simulation of Semiconductor Devices.
Int. J. High Perform. Comput. Appl., 2010

Lessons Learnt Porting Parallelisation Techniques for Irregular Codes to NUMA Systems.
Proceedings of the 18th Euromicro Conference on Parallel, 2010

2009
A collective I/O implementation based on inspector-executor paradigm.
J. Supercomput., 2009

Increasing data reuse of sparse algebra codes on simultaneous multithreading architectures.
Concurr. Comput. Pract. Exp., 2009

On the Influence of Thread Allocation for Irregular Codes in NUMA Systems.
Proceedings of the 2009 International Conference on Parallel and Distributed Computing, 2009

2008
Data Locality Aware Strategy for Two-Phase Collective I/O.
Proceedings of the High Performance Computing for Computational Science, 2008

Reordering Algorithms for Increasing Locality on Multicore Processors.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications, 2008

Exploiting data compression in collective I/O techniques.
Proceedings of the 2008 IEEE International Conference on Cluster Computing, 29 September, 2008

2006
Image segmentation based on merging of sub-optimal segmentations.
Pattern Recognit. Lett., 2006

2005
Performance optimization of irregular codes based on the combination of reordering and blocking techniques.
Parallel Comput., 2005

A New Technique to Reduce False Sharing in Parallel Irregular Codes Based on Distance Functions.
Proceedings of the 8th International Symposium on Parallel Architectures, 2005

2004
Improving the Locality of the Sparse Matrix-Vector Product on Shared Memory Multiprocessors.
Proceedings of the 12th Euromicro Workshop on Parallel, 2004


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