Algoritmi | User | Armando José Formoso de Pinho


Armando José Formoso de Pinho

Armando José Formoso de Pinho
Personal Email
Orcid
0000-0002-9164-0016Researcher ID
FCT Public Key
Ciência ID
6012-FBC9-2C32Google Scholar
About Me
Full Professor of Electrical and Computer Engineering at the Universidade de Aveiro; Former director (2009-2021) of IEETA - Institute of Electronics and Informatics Engineering of Aveiro; Former member (2013-2022) of the Ethics Council of the University of Aveiro; Member (2022-...) of the Scientific Council of the University of Aveiro; Member (2022-...) of the Executive Committee of the Department of Electronics, Telecommunications and Informatics of the University of Aveiro. His main line of research has been the development of new models for data compression (including some relying on machine learning and optimization using genetic algorithms), contributing to many state-of-the-art data compressors. Those studies led also to his interest in the approximation of the Kolmogorov complexity (also known as the algorithmic entropy) through data compression models and their use to find complex data dependencies.
Publications (171)
A Machine Learning Method for Authentication of Human Ancient Mitochondrial DNA
2026 | book-chapter
ECOmpress: A Web Tool for Boosting Energy Efficiency Through Data Compression
2026 | book-chapter
GBRF: A Novel Framework for Encoding User-Preferences in Imbalanced Data Distributions via Genetic Optimization
2026 | book-chapter
Informed Decision Making Strategy for Resampling in Pain Assessment
2026 | book-chapter
Towards a New Categorization of Models for Multivariate Time Series Anomaly Detection
2026 | book-chapter
A Survey on the Development of Human-Centered Artificial Agents for Fighting Games
IEEE Transactions on Games
2025 | journal-article
JARVIS3: an efficient encoder for genomic data
Bioinformatics
2024 | journal-article
AltaiR: a C toolkit for alignment-free and temporal analysis of multi-FASTA data
GigaScience
2024 | journal-article
Concentration of inverted repeats along human DNA
Journal of Integrative Bioinformatics
2023 | journal-article
AlcoR: alignment-free simulation, mapping, and visualization of low-complexity regions in biological data
2023 | preprint
Genomic Regions with Atypical Concentration of Inverted Repeats
2023 | book-chapter
Pattern Recognition and Image Analysis
Springer International Publishing
2022 | edited-book
On the Impact of the Data Acquisition Protocol on ECG Biometric Identification
Sensors
2021 | journal-article
AC2: An Efficient Protein Sequence Compression Tool Using Artificial Neural Networks and Cache-Hash Models
Entropy
2021 | journal-article
Automatic analysis of artistic paintings using information-based measures
2021 | website
Statistical n-Best AFD-Based Sparse Representation for ECG Biometric Identification
IEEE Transactions on Instrumentation and Measurement
2021 | journal-article
Assessing Job Market Dynamics Using ELK Stack
19th International Conference on WWW/Internet
2020 | conference-paper
Multimodal Emotion Evaluation: A Physiological Model for Cost-Effective Emotion Classification
Sensors
2020 | journal-article
Competitive Segmentation Performance on Near-Lossless and Lossy Compressed Remote Sensing Images
IEEE Geoscience and Remote Sensing Letters
2020 | journal-article
An Information-Theoretical Method for Emotion Classification
IFMBE Proceedings
2020 | conference-paper
Detection and Characterization of Local Inverted Repeats Regularities
Advances in Intelligent Systems and Computing
2020 | book
GeCo2: An Optimized Tool for Lossless Compression and Analysis of DNA Sequences
Advances in Intelligent Systems and Computing
2020 | book
Visualization of Similar Primer and Adapter Sequences in Assembled Archaeal Genomes
Advances in Intelligent Systems and Computing
2020 | book
A Reference-Free Lossless Compression Algorithm for DNA Sequences Using a Competitive Prediction of Two Classes of Weighted Models
Entropy
2019 | journal-article
A DNA sequence corpus for compression benchmark
Advances in Intelligent Systems and Computing
2019 | book
A probabilistic method to find and visualize distinct regions in protein sequences
European Signal Processing Conference
2019 | conference-paper
AC: A Compression Tool for Amino Acid Sequences
Interdisciplinary Sciences: Computational Life Sciences
2019 | journal-article
An Analysis of Symmetric Words in Human DNA: Adjacent vs Non-adjacent Word Distances
Advances in Intelligent Systems and Computing
2019 | book
Compression of amino acid sequences
Advances in Intelligent Systems and Computing
2019 | book
Compression-Based Classification of ECG Using First-Order Derivatives
2019 | book-chapter
Cryfa: A secure encryption tool for genomic data
Bioinformatics
2019 | journal-article
Distribution of Distances Between Symmetric Words in the Human Genome: Analysis of Regular Peaks
Interdisciplinary Sciences: Computational Life Sciences
2019 | journal-article
NET-ASAR: A tool for DNA sequence search based on data compression
Advances in Intelligent Systems and Computing
2019 | book
Extended-alphabet finite-context models
Pattern Recognition Letters
2018 | journal-article
Metagenomic Composition Analysis of an Ancient Sequenced Polar Bear Jawbone from Svalbard
Genes
2018 | journal-article
FALCON-meta: a method to infer metagenomic composition of ancient DNA
2018 | other
An Application of Data Compression Models to Handwritten Digit Classification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | book
Biometric and emotion identification: An ECG compression based method
Frontiers in Psychology
2018 | journal-article
Comparing Reverse Complementary Genomic Words Based on Their Distance Distributions and Frequencies
Interdisciplinary Sciences: Computational Life Sciences
2018 | journal-article
Comparison of compression-based measures with application to the evolution of primate genomes
Entropy
2018 | journal-article
Metagenomic composition analysis of sedimentary ancient DNA from the Isle of Wight
European Signal Processing Conference
2018 | conference-paper
An approach to robot task learning and planning with loops
IEEE International Conference on Intelligent Robots and Systems
2017 | conference-paper
Cryfa: A tool to compact and encrypt FASTA files
Advances in Intelligent Systems and Computing
2017 | book
DNA word analysis based on the distribution of the distances between symmetric words
Scientific Reports
2017 | journal-article
Dissimilar symmetric word pairs in the human genome
Advances in Intelligent Systems and Computing
2017 | book
Impact of the acquisition time on ECG compression-based biometric identification systems
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | book
Learning and planning of robot tasks with loops
2017 IEEE International Conference on Autonomous Robot Systems and Competitions, ICARSC 2017
2017 | conference-paper
Learning robot tasks with loops from experiences to enhance robot adaptability
Pattern Recognition Letters
2017 | journal-article
On the approximation of the Kolmogorov complexity for DNA sequences
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | book
On the role of inverted repeats in DNA sequence similarity
Advances in Intelligent Systems and Computing
2017 | book
Substitutional tolerant markov models for relative compression of DNA sequences
Advances in Intelligent Systems and Computing
2017 | book
Visualization of distinct DNA regions of the modern human relatively to a neanderthal genome
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | book
A survey on data compression methods for biological sequences
Information (Switzerland)
2016 | journal-article
Analysis-driven lossy compression of DNA microarray images
IEEE Transactions on Medical Imaging
2016 | journal-article
Authorship Attribution Using Relative Compression
Data Compression Conference Proceedings
2016 | conference-paper
Detection of exceptional genomic words: a comparison between species
22nd International Conference on Computational Statistics, COMPSTAT 2016
2016 | conference-abstract
Efficient Compression of Genomic Sequences
Data Compression Conference Proceedings
2016 | conference-paper
Experience-Based Planning Domains: an Integrated Learning and Deliberation Approach for Intelligent Robots: Robot Task Learning from Human Instructions
Journal of Intelligent and Robotic Systems: Theory and Applications
2016 | journal-article
Experience-based robot task Learning and planning with goal inference
Proceedings International Conference on Automated Planning and Scheduling, ICAPS
2016 | conference-paper
Gathering and conceptualizing plan-based robot activity experiences
Advances in Intelligent Systems and Computing
2016 | book
Progressive lossy-to-lossless compression of DNA microarray images
IEEE Signal Processing Letters
2016 | journal-article
An alignment-free method to find and visualise rearrangements between pairs of DNA sequences
Scientific Reports
2015 | journal-article
ECG biometric identification: A compression based approach
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2015 | conference-paper
Mafco: A compression tool for MAF files
PLoS ONE
2015 | journal-article
Planning with activity schemata: Closing the loop in experience-based planning
Proceedings - 2015 IEEE International Conference on Autonomous Robot Systems and Competitions, ICARSC 2015
2015 | conference-paper
Three minimal sequences found in Ebola virus genomes and absent from human DNA
Bioinformatics
2015 | journal-article
A conditional compression distance that unveils insights of the genomic evolution
Data Compression Conference Proceedings
2014 | conference-paper
A method to detect repeated unknown patterns in an image
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | book
A new compressor for measuring distances among images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | book
Compression of microarray images using a binary tree decomposition
European Signal Processing Conference
2014 | conference-paper
Compression-based normal similarity measures for DNA sequences
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
2014 | conference-paper
Exploring deep Markov models in genomic data compression using sequence pre-analysis
European Signal Processing Conference
2014 | conference-paper
Information profiles for DNA pattern discovery
Data Compression Conference Proceedings
2014 | conference-paper
Mfcompress: A compression tool for fasta and multi-fasta data
Bioinformatics
2014 | journal-article
On entropy-based data mining
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | book
The natural scale of signals: Pulse duration and superoscillations
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
2014 | conference-paper
XS: A FASTQ read simulator
BMC Research Notes
2014 | journal-article
A compression model for DNA multiple sequence alignment blocks
IEEE Transactions on Information Theory
2013 | journal-article
A genomic distance for assembly comparison based on compressed maximal exact matches
IEEE/ACM Transactions on Computational Biology and Bioinformatics
2013 | journal-article
An ontology-based multi-level robot architecture for learning from experiences
AAAI Spring Symposium - Technical Report
2013 | conference-paper
Bacterial DNA sequence compression models using artificial neural networks
Entropy
2013 | journal-article
Compressing resequencing data with GReEn
Methods in Molecular Biology
2013 | book
DNA sequences at a glance
PLoS ONE
2013 | journal-article
Inter-STOP symbol distances for the identification of coding regions.
Journal of integrative bioinformatics
2013 | journal-article
Segmentation of DNA into Coding and Noncoding Regions Based on Inter-STOP Symbols Distances
Advances in Intelligent Systems and Computing
2013 | book
The breakdown of the word symmetry in the human genome
Journal of Theoretical Biology
2013 | journal-article
The rank of random binary matrices and distributed storage applications
IEEE Communications Letters
2013 | journal-article
Compression of whole genome alignments using a mixture of finite-context models
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012 | book
Computation of the normalized compression distance of DNA sequences using a mixture of finite-context models
BIOINFORMATICS 2012 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms
2012 | conference-paper
Exon: A web-based software toolkit for DNA sequence analysis
Advances in Intelligent and Soft Computing
2012 | book
Finite-context models for image compression
Computational Vision and Medical Image Processing, Proceedings of VipIMAGE 2011 - 3rd ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing
2012 | conference-paper
GReEn: A tool for efficient compression of genome resequencing data
Nucleic Acids Research
2012 | journal-article
On the detection of unknown locally repeating patterns in images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012 | book
A probabilistic image analysis problem and random linear equations
IEEE Workshop on Statistical Signal Processing Proceedings
2011 | conference-paper
An efficient omnidirectional vision system for soccer robots: From calibration to object detection
Mechatronics
2011 | journal-article
Bacteria DNA sequence compression using a mixture of finite-context models
IEEE Workshop on Statistical Signal Processing Proceedings
2011 | conference-paper
Complexity profiles of DNA sequences using finite-context models
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2011 | book
Compressing the human genome using exclusively Markov models
Advances in Intelligent and Soft Computing
2011 | book
DNA synthetic sequences generation using multiple competing Markov models
IEEE Workshop on Statistical Signal Processing Proceedings
2011 | conference-paper
Distances between dinucleotides in the human genome
Advances in Intelligent and Soft Computing
2011 | book
Finding unknown repeated patterns in images
European Signal Processing Conference
2011 | conference-paper
Genome analysis with distance to the nearest dissimilar nucleotide
Journal of Theoretical Biology
2011 | journal-article
Image similarity using the normalized compression distance based on finite context models
Proceedings - International Conference on Image Processing, ICIP
2011 | conference-paper
Inter-dinucleotide distances in the human genome: an analysis of the whole-genome and protein-coding distributions.
Journal of integrative bioinformatics
2011 | journal-article
Minimal absent words in four human genome assemblies
PLoS ONE
2011 | journal-article
Minimal absent words in prokaryotic and eukaryotic genomes
PLoS ONE
2011 | journal-article
On the representability of complete genomes by multiple competing finite-context (Markov) models
PLoS ONE
2011 | journal-article
Random block-angular matrices for distributed data storage
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
2011 | conference-paper
Symbolic to numerical conversion of DNA sequences using finite-context models
European Signal Processing Conference
2011 | conference-paper
Exploring homology using the concept of three-state entropy vector
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010 | book
Autonomous configuration of parameters in robotic digital cameras
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | book
DNA coding using finite-context models and arithmetic coding
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
2009 | conference-paper
Genome analysis with inter-nucleotide distances
Bioinformatics
2009 | journal-article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | book
Lossless compression of microarray images using image-dependent finite-context models
IEEE Transactions on Medical Imaging
2009 | journal-article
On finding minimal absent words
BMC Bioinformatics
2009 | journal-article
Progressive lossless compression of medical images
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
2009 | conference-paper
Variable order finite-context models in DNA sequence coding
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | book
A bitplane based algorithm for lossless compression of DNA microarray images
European Signal Processing Conference
2008 | conference-paper
Inverted-repeats-aware finite-context models for DNA coding
European Signal Processing Conference
2008 | conference-paper
An omnidirectional vision system for soccer robots
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2007 | book
L-infinity progressive image compression
PCS 2007 - 26th Picture Coding Symposium
2007 | conference-paper
A bit-plane approach for lossless compression of color-quantized images
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
2006 | conference-paper
A three-state model for DNA protein-coding regions
IEEE Transactions on Biomedical Engineering
2006 | journal-article
Enhancing the reactivity of the vision subsystem in autonomous mobile robots using real-time techniques
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2006 | book
Exploring three-base periodicity for DNA compression and modeling
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
2006 | conference-paper
Lossless compression of microarray images
Proceedings - International Conference on Image Processing, ICIP
2006 | conference-paper
Lossy-to-lossless compression of images based on binary tree decomposition
Proceedings - International Conference on Image Processing, ICIP
2006 | conference-paper
On the relation between Memon's and the modified Zeng's palette reordering methods
Image and Vision Computing
2006 | journal-article
On the use of standards for microarray lossless image compression
IEEE Transactions on Biomedical Engineering
2006 | journal-article
A context adaptation model for the compression of images with a reduced number of colors
Proceedings - International Conference on Image Processing, ICIP
2005 | conference-paper
Lossless bit-plane compression of microarray images using 3D context models
Proceedings of the 5th IASTED International Conference on Visualization, Imaging, and Image Processing, VIIP 2005
2005 | conference-paper
A note on Zeng's technique for color reindexing of palette-based images
IEEE Signal Processing Letters
2004 | journal-article
A survey on palette reordering methods for improving the compression of color-indexed images
IEEE Transactions on Image Processing
2004 | journal-article
Evaluation of some reordering techniques for image VQ index compression
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2004 | book
Lossless compression of color-quantized images using block-based palette reordering
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2004 | book
Palette reordering under an exponential power distribution model of prediction residuals
Proceedings - International Conference on Image Processing, ICIP
2004 | conference-paper
Variable size block-based histogram packing for lossless coding of color-quantized images
Proceedings of the Fourth IASTED International Conference on Visualization, Imaging, and Image Processing
2004 | conference-paper
Block-based histogram packing of color-quantized images
Proceedings - IEEE International Conference on Multimedia and Expo
2003 | conference-paper
JPEG 2000 coding of color-quantized images
IEEE International Conference on Image Processing
2003 | conference-paper
On the efficiency of luminance-based palette reordering of color-quantized images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2003 | book
A comparison of methods for improving the lossless compression of images with sparse histograms
IEEE International Conference on Image Processing
2002 | conference-paper
An online preprocessing technique for improving the lossless compression of images with sparse histograms
IEEE Signal Processing Letters
2002 | journal-article
Histogram packing, total variation, and lossless image compression
European Signal Processing Conference
2002 | conference-paper
Improvement of the lossless compression of images with quasi-sparse histograms
European Signal Processing Conference
2002 | conference-paper
Preprocessing techniques for improving the lossless compression of images with quasi-sparse and locally sparse histograms
Proceedings - 2002 IEEE International Conference on Multimedia and Expo, ICME 2002
2002 | conference-paper
Why does histogram packing improve lossless compression rates?
IEEE Signal Processing Letters
2002 | journal-article
Adaptive context-based arithmetic coding of arbitrary contour maps
IEEE Signal Processing Letters
2001 | journal-article
On the impact of histogram sparseness on some lossless image compression techniques
IEEE International Conference on Image Processing
2001 | conference-paper
Region-based near-lossless image compression
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
2001 | conference-paper
A JBIG-based approach to the encoding of contour maps
IEEE Transactions on Image Processing
2000 | journal-article
Constrained and unconstrained simplification of image partitions encoded with the method of transition points
IEEE International Conference on Image Processing
2000 | conference-paper
High quality region-based video coding
IEEE International Conference on Image Processing
2000 | conference-paper
Simplification of image partitions for region-based image coding
European Signal Processing Conference
2000 | conference-paper
Encoding of image partitions using a standard technique for lossless image compression
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
1999 | conference-paper
A method for encoding region boundaries based on transition points
Image and Vision Computing
1998 | journal-article
Asymptotic approximation power for neural networks
IEEE International Conference on Neural Networks - Conference Proceedings
1998 | conference-paper
Encoding of closed boundaries using transition points
IEEE International Conference on Image Processing
1998 | conference-paper
Improvement of region-based image coding by neural networks
IEEE International Conference on Neural Networks - Conference Proceedings
1998 | conference-paper
Contextual edge detection using a recurrent neural network
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
1997 | book
Example of tuned neural network based noise reduction filters for images
IEEE International Conference on Neural Networks - Conference Proceedings
1996 | conference-paper
Figures of merit for quality assessment of binary edge maps
IEEE International Conference on Image Processing
1996 | conference-paper
On the partition of binary edge maps as a first step for quantitative quality evaluation
IEEE International Conference on Image Processing
1996 | conference-paper
Edge detection filters based on artificial neural networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
1995 | book
Errorless restoration algorithms for band-limited images
Proceedings - International Conference on Image Processing, ICIP
1994 | conference-paper
Some results on edge enhancement with neural networks
Proceedings - International Conference on Image Processing, ICIP
1994 | conference-paper
Exact reconstruction algorithms for band-limited images
Proceedings of the Annual Conference on Engineering in Medicine and Biology
1993 | conference-paper
Image compression based on quadtree segmentation and artificial neural networks
Electronics Letters
1993 | journal-article
Modeling non-linear edge detectors using artificial neural networks
Proceedings of the Annual Conference on Engineering in Medicine and Biology
1993 | conference-paper
Adaptive ECG data compression based on multiple artificial neural networks
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
1992 | conference-paper
Quality-controlled image compression
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
1992 | conference-paper
A Machine Learning Method for Authentication of Human Ancient Mitochondrial DNA
2026 | book-chapter
ECOmpress: A Web Tool for Boosting Energy Efficiency Through Data Compression
2026 | book-chapter
GBRF: A Novel Framework for Encoding User-Preferences in Imbalanced Data Distributions via Genetic Optimization
2026 | book-chapter
Informed Decision Making Strategy for Resampling in Pain Assessment
2026 | book-chapter
Towards a New Categorization of Models for Multivariate Time Series Anomaly Detection
2026 | book-chapter
A Survey on the Development of Human-Centered Artificial Agents for Fighting Games
IEEE Transactions on Games
2025 | journal-article
JARVIS3: an efficient encoder for genomic data
Bioinformatics
2024 | journal-article
AltaiR: a C toolkit for alignment-free and temporal analysis of multi-FASTA data
GigaScience
2024 | journal-article
Concentration of inverted repeats along human DNA
Journal of Integrative Bioinformatics
2023 | journal-article
AlcoR: alignment-free simulation, mapping, and visualization of low-complexity regions in biological data
2023 | preprint
Genomic Regions with Atypical Concentration of Inverted Repeats
2023 | book-chapter
Pattern Recognition and Image Analysis
Springer International Publishing
2022 | edited-book
On the Impact of the Data Acquisition Protocol on ECG Biometric Identification
Sensors
2021 | journal-article
AC2: An Efficient Protein Sequence Compression Tool Using Artificial Neural Networks and Cache-Hash Models
Entropy
2021 | journal-article
Automatic analysis of artistic paintings using information-based measures
2021 | website
Statistical n-Best AFD-Based Sparse Representation for ECG Biometric Identification
IEEE Transactions on Instrumentation and Measurement
2021 | journal-article
Assessing Job Market Dynamics Using ELK Stack
19th International Conference on WWW/Internet
2020 | conference-paper
Multimodal Emotion Evaluation: A Physiological Model for Cost-Effective Emotion Classification
Sensors
2020 | journal-article
Competitive Segmentation Performance on Near-Lossless and Lossy Compressed Remote Sensing Images
IEEE Geoscience and Remote Sensing Letters
2020 | journal-article
An Information-Theoretical Method for Emotion Classification
IFMBE Proceedings
2020 | conference-paper
Detection and Characterization of Local Inverted Repeats Regularities
Advances in Intelligent Systems and Computing
2020 | book
GeCo2: An Optimized Tool for Lossless Compression and Analysis of DNA Sequences
Advances in Intelligent Systems and Computing
2020 | book
Visualization of Similar Primer and Adapter Sequences in Assembled Archaeal Genomes
Advances in Intelligent Systems and Computing
2020 | book
A Reference-Free Lossless Compression Algorithm for DNA Sequences Using a Competitive Prediction of Two Classes of Weighted Models
Entropy
2019 | journal-article
A DNA sequence corpus for compression benchmark
Advances in Intelligent Systems and Computing
2019 | book
A probabilistic method to find and visualize distinct regions in protein sequences
European Signal Processing Conference
2019 | conference-paper
AC: A Compression Tool for Amino Acid Sequences
Interdisciplinary Sciences: Computational Life Sciences
2019 | journal-article
An Analysis of Symmetric Words in Human DNA: Adjacent vs Non-adjacent Word Distances
Advances in Intelligent Systems and Computing
2019 | book
Compression of amino acid sequences
Advances in Intelligent Systems and Computing
2019 | book
Compression-Based Classification of ECG Using First-Order Derivatives
2019 | book-chapter
Cryfa: A secure encryption tool for genomic data
Bioinformatics
2019 | journal-article
Distribution of Distances Between Symmetric Words in the Human Genome: Analysis of Regular Peaks
Interdisciplinary Sciences: Computational Life Sciences
2019 | journal-article
NET-ASAR: A tool for DNA sequence search based on data compression
Advances in Intelligent Systems and Computing
2019 | book
Extended-alphabet finite-context models
Pattern Recognition Letters
2018 | journal-article
Metagenomic Composition Analysis of an Ancient Sequenced Polar Bear Jawbone from Svalbard
Genes
2018 | journal-article
FALCON-meta: a method to infer metagenomic composition of ancient DNA
2018 | other
An Application of Data Compression Models to Handwritten Digit Classification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | book
Biometric and emotion identification: An ECG compression based method
Frontiers in Psychology
2018 | journal-article
Comparing Reverse Complementary Genomic Words Based on Their Distance Distributions and Frequencies
Interdisciplinary Sciences: Computational Life Sciences
2018 | journal-article
Comparison of compression-based measures with application to the evolution of primate genomes
Entropy
2018 | journal-article
Metagenomic composition analysis of sedimentary ancient DNA from the Isle of Wight
European Signal Processing Conference
2018 | conference-paper
An approach to robot task learning and planning with loops
IEEE International Conference on Intelligent Robots and Systems
2017 | conference-paper
Cryfa: A tool to compact and encrypt FASTA files
Advances in Intelligent Systems and Computing
2017 | book
DNA word analysis based on the distribution of the distances between symmetric words
Scientific Reports
2017 | journal-article
Dissimilar symmetric word pairs in the human genome
Advances in Intelligent Systems and Computing
2017 | book
Impact of the acquisition time on ECG compression-based biometric identification systems
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | book
Learning and planning of robot tasks with loops
2017 IEEE International Conference on Autonomous Robot Systems and Competitions, ICARSC 2017
2017 | conference-paper
Learning robot tasks with loops from experiences to enhance robot adaptability
Pattern Recognition Letters
2017 | journal-article
On the approximation of the Kolmogorov complexity for DNA sequences
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | book
On the role of inverted repeats in DNA sequence similarity
Advances in Intelligent Systems and Computing
2017 | book
Substitutional tolerant markov models for relative compression of DNA sequences
Advances in Intelligent Systems and Computing
2017 | book
Visualization of distinct DNA regions of the modern human relatively to a neanderthal genome
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | book
A survey on data compression methods for biological sequences
Information (Switzerland)
2016 | journal-article
Analysis-driven lossy compression of DNA microarray images
IEEE Transactions on Medical Imaging
2016 | journal-article
Authorship Attribution Using Relative Compression
Data Compression Conference Proceedings
2016 | conference-paper
Detection of exceptional genomic words: a comparison between species
22nd International Conference on Computational Statistics, COMPSTAT 2016
2016 | conference-abstract
Efficient Compression of Genomic Sequences
Data Compression Conference Proceedings
2016 | conference-paper
Experience-Based Planning Domains: an Integrated Learning and Deliberation Approach for Intelligent Robots: Robot Task Learning from Human Instructions
Journal of Intelligent and Robotic Systems: Theory and Applications
2016 | journal-article
Experience-based robot task Learning and planning with goal inference
Proceedings International Conference on Automated Planning and Scheduling, ICAPS
2016 | conference-paper
Gathering and conceptualizing plan-based robot activity experiences
Advances in Intelligent Systems and Computing
2016 | book
Progressive lossy-to-lossless compression of DNA microarray images
IEEE Signal Processing Letters
2016 | journal-article
An alignment-free method to find and visualise rearrangements between pairs of DNA sequences
Scientific Reports
2015 | journal-article
ECG biometric identification: A compression based approach
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2015 | conference-paper
Mafco: A compression tool for MAF files
PLoS ONE
2015 | journal-article
Planning with activity schemata: Closing the loop in experience-based planning
Proceedings - 2015 IEEE International Conference on Autonomous Robot Systems and Competitions, ICARSC 2015
2015 | conference-paper
Three minimal sequences found in Ebola virus genomes and absent from human DNA
Bioinformatics
2015 | journal-article
A conditional compression distance that unveils insights of the genomic evolution
Data Compression Conference Proceedings
2014 | conference-paper
A method to detect repeated unknown patterns in an image
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | book
A new compressor for measuring distances among images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | book
Compression of microarray images using a binary tree decomposition
European Signal Processing Conference
2014 | conference-paper
Compression-based normal similarity measures for DNA sequences
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
2014 | conference-paper
Exploring deep Markov models in genomic data compression using sequence pre-analysis
European Signal Processing Conference
2014 | conference-paper
Information profiles for DNA pattern discovery
Data Compression Conference Proceedings
2014 | conference-paper
Mfcompress: A compression tool for fasta and multi-fasta data
Bioinformatics
2014 | journal-article
On entropy-based data mining
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | book
The natural scale of signals: Pulse duration and superoscillations
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
2014 | conference-paper
XS: A FASTQ read simulator
BMC Research Notes
2014 | journal-article
A compression model for DNA multiple sequence alignment blocks
IEEE Transactions on Information Theory
2013 | journal-article
A genomic distance for assembly comparison based on compressed maximal exact matches
IEEE/ACM Transactions on Computational Biology and Bioinformatics
2013 | journal-article
An ontology-based multi-level robot architecture for learning from experiences
AAAI Spring Symposium - Technical Report
2013 | conference-paper
Bacterial DNA sequence compression models using artificial neural networks
Entropy
2013 | journal-article
Compressing resequencing data with GReEn
Methods in Molecular Biology
2013 | book
DNA sequences at a glance
PLoS ONE
2013 | journal-article
Inter-STOP symbol distances for the identification of coding regions.
Journal of integrative bioinformatics
2013 | journal-article
Segmentation of DNA into Coding and Noncoding Regions Based on Inter-STOP Symbols Distances
Advances in Intelligent Systems and Computing
2013 | book
The breakdown of the word symmetry in the human genome
Journal of Theoretical Biology
2013 | journal-article
The rank of random binary matrices and distributed storage applications
IEEE Communications Letters
2013 | journal-article
Compression of whole genome alignments using a mixture of finite-context models
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012 | book
Computation of the normalized compression distance of DNA sequences using a mixture of finite-context models
BIOINFORMATICS 2012 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms
2012 | conference-paper
Exon: A web-based software toolkit for DNA sequence analysis
Advances in Intelligent and Soft Computing
2012 | book
Finite-context models for image compression
Computational Vision and Medical Image Processing, Proceedings of VipIMAGE 2011 - 3rd ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing
2012 | conference-paper
GReEn: A tool for efficient compression of genome resequencing data
Nucleic Acids Research
2012 | journal-article
On the detection of unknown locally repeating patterns in images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012 | book
A probabilistic image analysis problem and random linear equations
IEEE Workshop on Statistical Signal Processing Proceedings
2011 | conference-paper
An efficient omnidirectional vision system for soccer robots: From calibration to object detection
Mechatronics
2011 | journal-article
Bacteria DNA sequence compression using a mixture of finite-context models
IEEE Workshop on Statistical Signal Processing Proceedings
2011 | conference-paper
Complexity profiles of DNA sequences using finite-context models
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2011 | book
Compressing the human genome using exclusively Markov models
Advances in Intelligent and Soft Computing
2011 | book
DNA synthetic sequences generation using multiple competing Markov models
IEEE Workshop on Statistical Signal Processing Proceedings
2011 | conference-paper
Distances between dinucleotides in the human genome
Advances in Intelligent and Soft Computing
2011 | book
Finding unknown repeated patterns in images
European Signal Processing Conference
2011 | conference-paper
Genome analysis with distance to the nearest dissimilar nucleotide
Journal of Theoretical Biology
2011 | journal-article
Image similarity using the normalized compression distance based on finite context models
Proceedings - International Conference on Image Processing, ICIP
2011 | conference-paper
Inter-dinucleotide distances in the human genome: an analysis of the whole-genome and protein-coding distributions.
Journal of integrative bioinformatics
2011 | journal-article
Minimal absent words in four human genome assemblies
PLoS ONE
2011 | journal-article
Minimal absent words in prokaryotic and eukaryotic genomes
PLoS ONE
2011 | journal-article
On the representability of complete genomes by multiple competing finite-context (Markov) models
PLoS ONE
2011 | journal-article
Random block-angular matrices for distributed data storage
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
2011 | conference-paper
Symbolic to numerical conversion of DNA sequences using finite-context models
European Signal Processing Conference
2011 | conference-paper
Exploring homology using the concept of three-state entropy vector
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010 | book
Autonomous configuration of parameters in robotic digital cameras
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | book
DNA coding using finite-context models and arithmetic coding
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
2009 | conference-paper
Genome analysis with inter-nucleotide distances
Bioinformatics
2009 | journal-article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | book
Lossless compression of microarray images using image-dependent finite-context models
IEEE Transactions on Medical Imaging
2009 | journal-article
On finding minimal absent words
BMC Bioinformatics
2009 | journal-article
Progressive lossless compression of medical images
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
2009 | conference-paper
Variable order finite-context models in DNA sequence coding
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | book
A bitplane based algorithm for lossless compression of DNA microarray images
European Signal Processing Conference
2008 | conference-paper
Inverted-repeats-aware finite-context models for DNA coding
European Signal Processing Conference
2008 | conference-paper
An omnidirectional vision system for soccer robots
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2007 | book
L-infinity progressive image compression
PCS 2007 - 26th Picture Coding Symposium
2007 | conference-paper
A bit-plane approach for lossless compression of color-quantized images
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
2006 | conference-paper
A three-state model for DNA protein-coding regions
IEEE Transactions on Biomedical Engineering
2006 | journal-article
Enhancing the reactivity of the vision subsystem in autonomous mobile robots using real-time techniques
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2006 | book
Exploring three-base periodicity for DNA compression and modeling
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
2006 | conference-paper
Lossless compression of microarray images
Proceedings - International Conference on Image Processing, ICIP
2006 | conference-paper
Lossy-to-lossless compression of images based on binary tree decomposition
Proceedings - International Conference on Image Processing, ICIP
2006 | conference-paper
On the relation between Memon's and the modified Zeng's palette reordering methods
Image and Vision Computing
2006 | journal-article
On the use of standards for microarray lossless image compression
IEEE Transactions on Biomedical Engineering
2006 | journal-article
A context adaptation model for the compression of images with a reduced number of colors
Proceedings - International Conference on Image Processing, ICIP
2005 | conference-paper
Lossless bit-plane compression of microarray images using 3D context models
Proceedings of the 5th IASTED International Conference on Visualization, Imaging, and Image Processing, VIIP 2005
2005 | conference-paper
A note on Zeng's technique for color reindexing of palette-based images
IEEE Signal Processing Letters
2004 | journal-article
A survey on palette reordering methods for improving the compression of color-indexed images
IEEE Transactions on Image Processing
2004 | journal-article
Evaluation of some reordering techniques for image VQ index compression
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2004 | book
Lossless compression of color-quantized images using block-based palette reordering
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2004 | book
Palette reordering under an exponential power distribution model of prediction residuals
Proceedings - International Conference on Image Processing, ICIP
2004 | conference-paper
Variable size block-based histogram packing for lossless coding of color-quantized images
Proceedings of the Fourth IASTED International Conference on Visualization, Imaging, and Image Processing
2004 | conference-paper
Block-based histogram packing of color-quantized images
Proceedings - IEEE International Conference on Multimedia and Expo
2003 | conference-paper
JPEG 2000 coding of color-quantized images
IEEE International Conference on Image Processing
2003 | conference-paper
On the efficiency of luminance-based palette reordering of color-quantized images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2003 | book
A comparison of methods for improving the lossless compression of images with sparse histograms
IEEE International Conference on Image Processing
2002 | conference-paper
An online preprocessing technique for improving the lossless compression of images with sparse histograms
IEEE Signal Processing Letters
2002 | journal-article
Histogram packing, total variation, and lossless image compression
European Signal Processing Conference
2002 | conference-paper
Improvement of the lossless compression of images with quasi-sparse histograms
European Signal Processing Conference
2002 | conference-paper
Preprocessing techniques for improving the lossless compression of images with quasi-sparse and locally sparse histograms
Proceedings - 2002 IEEE International Conference on Multimedia and Expo, ICME 2002
2002 | conference-paper
Why does histogram packing improve lossless compression rates?
IEEE Signal Processing Letters
2002 | journal-article
Adaptive context-based arithmetic coding of arbitrary contour maps
IEEE Signal Processing Letters
2001 | journal-article
On the impact of histogram sparseness on some lossless image compression techniques
IEEE International Conference on Image Processing
2001 | conference-paper
Region-based near-lossless image compression
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
2001 | conference-paper
A JBIG-based approach to the encoding of contour maps
IEEE Transactions on Image Processing
2000 | journal-article
Constrained and unconstrained simplification of image partitions encoded with the method of transition points
IEEE International Conference on Image Processing
2000 | conference-paper
High quality region-based video coding
IEEE International Conference on Image Processing
2000 | conference-paper
Simplification of image partitions for region-based image coding
European Signal Processing Conference
2000 | conference-paper
Encoding of image partitions using a standard technique for lossless image compression
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
1999 | conference-paper
A method for encoding region boundaries based on transition points
Image and Vision Computing
1998 | journal-article
Asymptotic approximation power for neural networks
IEEE International Conference on Neural Networks - Conference Proceedings
1998 | conference-paper
Encoding of closed boundaries using transition points
IEEE International Conference on Image Processing
1998 | conference-paper
Improvement of region-based image coding by neural networks
IEEE International Conference on Neural Networks - Conference Proceedings
1998 | conference-paper
Contextual edge detection using a recurrent neural network
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
1997 | book
Example of tuned neural network based noise reduction filters for images
IEEE International Conference on Neural Networks - Conference Proceedings
1996 | conference-paper
Figures of merit for quality assessment of binary edge maps
IEEE International Conference on Image Processing
1996 | conference-paper
On the partition of binary edge maps as a first step for quantitative quality evaluation
IEEE International Conference on Image Processing
1996 | conference-paper
Edge detection filters based on artificial neural networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
1995 | book
Errorless restoration algorithms for band-limited images
Proceedings - International Conference on Image Processing, ICIP
1994 | conference-paper
Some results on edge enhancement with neural networks
Proceedings - International Conference on Image Processing, ICIP
1994 | conference-paper
Exact reconstruction algorithms for band-limited images
Proceedings of the Annual Conference on Engineering in Medicine and Biology
1993 | conference-paper
Image compression based on quadtree segmentation and artificial neural networks
Electronics Letters
1993 | journal-article
Modeling non-linear edge detectors using artificial neural networks
Proceedings of the Annual Conference on Engineering in Medicine and Biology
1993 | conference-paper
Adaptive ECG data compression based on multiple artificial neural networks
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
1992 | conference-paper
Quality-controlled image compression
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
1992 | conference-paper