Rui Henriques

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 54

Top Topics

Emerging Patterns

Gene Expression Data

Generative Model

Top Venues

Pattern Recognit.

Data Min. Knowl. Discov.

Publications

Mariana Carrasco, António Rito Silva, Rui Henriques
Detecting Fraudulent Student Communication in a Multiple Choice Online Test Environment. IEEE Trans. Comput. Soc. Syst. 11 (1) (2024)
João Tiago Aparício, Elisabete Arsenio, Francisco Santos, Rui Henriques
Using dynamic knowledge graphs to detect emerging communities of knowledge. Knowl. Based Syst. 294 (2024)
Eduardo N. Castanho, João Lobo, Rui Henriques, Sara C. Madeira
Correction: G-bic: generating synthetic benchmarks for biclustering. BMC Bioinform. 25 (1) (2024)
Leonardo Alexandre, Rafael S. Costa, Rui Henriques
Integrating Statistical Significance and Discriminative Power in Pattern Discovery. CoRR (2024)
Diogo F. Soares, Rui Henriques, Sara C. Madeira
Comprehensive assessment of triclustering algorithms for three-way temporal data analysis. Pattern Recognit. 150 (2024)
João Palet, Vasco M. Manquinho, Rui Henriques
Multiple-input neural networks for time series forecasting incorporating historical and prospective context. Data Min. Knowl. Discov. 38 (1) (2024)
Leonardo Alexandre, Rafael S. Costa, Rui Henriques
TriSig: Evaluating the statistical significance of triclusters. Pattern Recognit. 149 (2024)
Joao Tiago Aparicio, Elisabete Arsenio, Rui Henriques
tex2net: A Package for Storytelling Using Network Models. SIGDOC (2023)
Joana Barreto, Rui Henriques, Silvia Cabral, Bruno Pedro, César Peixoto, António P. Veloso
Movement Prototypes in a Complex Teamgym Gymnastics Technique on the Vaulting Table and Their Relationship with Judges' Scores. Sensors 23 (6) (2023)
David Calhas, Rui Henriques
EEG to fMRI Synthesis Benefits from Attentional Graphs of Electrode Relationships. MLHC (2023)
Leonardo Alexandre, Rafael S. Costa, Rui Henriques
TriSig: Assessing the statistical significance of triclusters. CoRR (2023)
Eduardo N. Castanho, João Lobo, Rui Henriques, Sara C. Madeira
G-bic: generating synthetic benchmarks for biclustering. BMC Bioinform. 24 (1) (2023)
David Calhas, Rui Henriques
EEG To FMRI Synthesis: Is Deep Learning a Candidate? ISD (2023)
Daniel Gonçalves, Rafael S. Costa, Rui Henriques
Context-situated visualization of biclusters to aid decisions: going beyond subspaces with parallel coordinates. AVI (2022)
Thomas James Z. Tiam-Lee, Rui Henriques, Vasco M. Manquinho
Associative Analysis of Inefficiencies and Station Activity Levels in Emergency Response. ISPRS Int. J. Geo Inf. 11 (7) (2022)
Hugo Mochão, Daniel Gonçalves, Leonardo Alexandre, Carolina Castro, Duarte Valério, Pedro Barahona, Daniel Moreira-Gonçalves, Paulo Matos da Costa, Rui Henriques, Lucio Lara-Santos, Rafael S. Costa
IPOscore: An interactive web-based platform for postoperative surgical complications analysis and prediction in the oncology domain. Comput. Methods Programs Biomed. 219 (2022)
Francisco Neves, Anna Carolina Finamore, Sara C. Madeira, Rui Henriques
Mining Actionable Patterns of Road Mobility From Heterogeneous Traffic Data Using Biclustering. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Marta D. M. Noronha, Rui Henriques, Sara C. Madeira, Luis Enrique Zárate
Impact of metrics on biclustering solution and quality: A review. Pattern Recognit. 127 (2022)
Diogo F. Soares, Rui Henriques, Marta Gromicho, Mamede de Carvalho, Sara C. Madeira
Learning prognostic models using a mixture of biclustering and triclustering: Predicting the need for non-invasive ventilation in Amyotrophic Lateral Sclerosis. J. Biomed. Informatics 134 (2022)
Leonardo Alexandre, Rafael S. Costa, Rui Henriques
Scaling pattern mining through non-overlapping variable partitioning. CoRR (2022)
Pedro Rodrigues, Rafael S. Costa, Rui Henriques
Enrichment analysis on regulatory subspaces: A novel direction for the superior description of cellular responses to SARS-CoV-2. Comput. Biol. Medicine 146 (2022)
Vasco D. Silva, Anna Carolina Finamore, Rui Henriques
On the Role of Multi-Objective Optimization to the Transit Network Design Problem. CoRR (2022)
Thomas James Z. Tiam-Lee, Rui Henriques, José Costa, Vasco M. Manquinho, Helena Galhardas
Consolidation of Massive Medical Emergency Events With Heterogeneous Situational Context Data Sources. EDBT/ICDT Workshops (2022)
Luís M. S. Russo, Diogo M. Costa, Rui Henriques, Hideo Bannai, Alexandre P. Francisco
Order-preserving pattern matching indeterminate strings. Inf. Comput. 289 (Part) (2022)
Miguel G. Silva, Rui Henriques, Sara C. Madeira
User-Specific Bicluster-based Collaborative Filtering: Handling Preference Locality, Sparsity and Subjectivity. CoRR (2022)
David Calhas, Rui Henriques
EEG to fMRI Synthesis Benefits from Attentional Graphs of Electrode Relationships. CoRR (2022)
Ana Pereira, Rui Henriques, João Barata
An ArchiMate-Based Approach to ISO 9001: 2015 Quality Management: Shifting to IT-Enabled Documented Information. CBI (2) (2021)
Leonardo Alexandre, Rafael S. Costa, Rui Henriques
DI2: prior-free and multi-item discretization ofbiomedical data and its applications. CoRR (2021)
David Calhas, Rui Henriques
fMRI Multiple Missing Values Imputation Regularized by a Recurrent Denoiser. AIME (2021)
João Lobo, Rui Henriques, Sara C. Madeira
G-Tric: generating three-way synthetic datasets with triclustering solutions. BMC Bioinform. 22 (1) (2021)
Leonardo Alexandre, Rafael S. Costa, Rui Henriques
DI2: prior-free and multi-item discretization of biological data and its applications. BMC Bioinform. 22 (1) (2021)
Daniel Gonçalves, Rui Henriques, Lucio Lara-Santos, Rafael S. Costa
On the predictability of postoperative complications for cancer patients: a Portuguese cohort study. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Rui Henriques, Sara C. Madeira
FleBiC: Learning classifiers from high-dimensional biomedical data using discriminative biclusters with non-constant patterns. Pattern Recognit. 115 (2021)
Leonor Silva, Helena Galhardas, Vasco M. Manquinho, Rui Henriques
UNIANO: robust and efficient anomaly consensus in time series sensitive to cross-correlated anomaly profiles. SDM (2021)
Cláudio Sardinha, Anna Carolina Finamore, Rui Henriques
Context-aware demand prediction in bike sharing systems: incorporating spatial, meteorological and calendrical context. CoRR (2021)
Leonardo Alexandre, Rafael S. Costa, Lucio Lara-Santos, Rui Henriques
Mining Pre-Surgical Patterns Able to Discriminate Post-Surgical Outcomes in the Oncological Domain. IEEE J. Biomed. Health Informatics 25 (7) (2021)
David Calhas, Enrique Romero, Rui Henriques
On the use of pairwise distance learning for brain signal classification with limited observations. Artif. Intell. Medicine 105 (2020)
David Calhas, Rui Henriques
fMRI Multiple Missing Values Imputation Regularized by a Recurrent Denoiser. CoRR (2020)
Pavlo Kovalchuk, Diogo Proença, José Borbinha, Rui Henriques
Moving from Formal Towards Coherent Concept Analysis: Why, When and How. ECIR (1) (2020)
Francisco Neves, Anna Carolina Finamore, Rui Henriques
Efficient discovery of emerging patternsin heterogeneous spatiotemporal data from mobile sensors. MobiQuitous (2020)
David Calhas, Rui Henriques
EEG to fMRI Synthesis: Is Deep Learning a candidate? CoRR (2020)
Diogo Soares, Rui Henriques, Marta Gromicho, Susana Pinto, Mamede de Carvalho, Sara C. Madeira
Towards Triclustering-Based Classification of Three-Way Clinical Data: A Case Study on Predicting Non-invasive Ventilation in ALS. PACBB (2020)
Diogo M. Costa, Luís M. S. Russo, Rui Henriques, Hideo Bannai, Alexandre P. Francisco
Order-Preserving Pattern Matching Indeterminate Strings. CoRR (2019)
Pavlo Kovalchuk, Diogo Proença, José Borbinha, Rui Henriques
An Unsupervised Method for Concept Association Analysis in Text Collections. TPDL (2019)
Rui Henriques, Anna Carolina Finamore, Marco Antonio Casanova
On the Discovery of Educational Patterns using Biclustering. ITS (2019)
David Calhas, Enrique Romero, Rui Henriques
On the use of Pairwise Distance Learning for Brain Signal Classification with Limited Observations. CoRR (2019)
Rui Henriques, Sara C. Madeira
Triclustering Algorithms for Three-Dimensional Data Analysis: A Comprehensive Survey. ACM Comput. Surv. 51 (5) (2019)
Rui Henriques, Alexandre P. Francisco, Luís M. S. Russo, Hideo Bannai
Order-Preserving Pattern Matching Indeterminate Strings. CPM (2018)
Rui Policarpo Duarte, Álvaro Simões, Rui Henriques, Horácio C. Neto
FPGA-based OpenCL Accelerator for Discovering Temporal Patterns in Gene Expression Data Using Biclustering. PBio@EuroMPI (2018)
Rui Henriques, Sara C. Madeira
BSig: evaluating the statistical significance of biclustering solutions. Data Min. Knowl. Discov. 32 (1) (2018)
Rui Henriques, Francisco L. Ferreira, Sara C. Madeira
Erratum to: BicPAMS: software for biological data analysis with pattern-based biclustering. BMC Bioinform. 18 (1) (2017)
Rui Henriques, Francisco L. Ferreira, Sara C. Madeira
BicPAMS: software for biological data analysis with pattern-based biclustering. BMC Bioinform. 18 (1) (2017)
Rui Henriques, Sara C. Madeira
BicNET: Flexible module discovery in large-scale biological networks using biclustering. Algorithms Mol. Biol. 11 (2016)
Rui Henriques, Sara C. Madeira
BiC2PAM: constraint-guided biclustering for biological data analysis with domain knowledge. Algorithms Mol. Biol. 11 (2016)
Rui Henriques, Sara C. Madeira
Pattern-Based Biclustering with Constraints for Gene Expression Data Analysis. EPIA (2015)
Rui Henriques, Cláudia Antunes, Sara C. Madeira
Generative modeling of repositories of health records for predictive tasks. Data Min. Knowl. Discov. 29 (4) (2015)
Rui Henriques, Sara C. Madeira, Cláudia Antunes
Multi-period classification: learning sequent classes from temporal domains. Data Min. Knowl. Discov. 29 (3) (2015)
Rui Henriques, Cláudia Antunes, Sara C. Madeira
A structured view on pattern mining-based biclustering. Pattern Recognit. 48 (12) (2015)
Rui Henriques, Sara C. Madeira
Biclustering with Flexible Plaid Models to Unravel Interactions between Biological Processes. IEEE ACM Trans. Comput. Biol. Bioinform. 12 (4) (2015)
Rui Henriques, Sara C. Madeira
BicNET: Efficient Biclustering of Biological Networks to Unravel Non-Trivial Modules. WABI (2015)
Rui Henriques, Ana Paiva
Seven Principles to Mine Flexible Behavior from Physiological Signals for Effective Emotion Recognition and Description in Affective Interactions. PhyCS (2014)
Rui Henriques, Sara C. Madeira
BicPAM: Pattern-based biclustering for biomedical data analysis. Algorithms Mol. Biol. 9 (2014)
Rui Henriques, Cláudia Antunes
Learning Predictive Models from Integrated Healthcare Data: Extending Pattern-Based and Generative Models to Capture Temporal and Cross-Attribute Dependencies. HICSS (2014)
Rui Henriques, Cláudia Antunes
Generative Modeling of Itemset Sequences Derived from Real Databases. ICEIS (1) (2014)
Rui Henriques, Ana Paiva
Descriptive Models of Emotion - Learning Useful Abstractions from Physiological Responses during Affective Interactions. PhyCS (2014)
Rui Henriques, Sara C. Madeira
BicSPAM: flexible biclustering using sequential patterns. BMC Bioinform. 15 (2014)
Rui Henriques, Ana Paiva
Learning Effective Models of Emotions from Physiological Signals: The Seven Principles. PhyCS (Selected Papers) (2014)
Iolanda Leite, Rui Henriques, Carlos Martinho, Ana Paiva
Sensors in the wild: exploring electrodermal activity in child-robot interaction. HRI (2013)
Rui Henriques, Cláudia Antunes, Sara C. Madeira
Methods for the Efficient Discovery of Large Item-Indexable Sequential Patterns. NFMCP (2013)
Rui Henriques, Ana Paiva, Cláudia Antunes
Accessing Emotion Patterns from Affective Interactions Using Electrodermal Activity. ACII (2013)
Rui Henriques, Inês Lynce, Vasco M. Manquinho
On When and How to use SAT to Mine Frequent Itemsets CoRR (2012)
Rui Henriques, Ana Paiva, Cláudia Antunes
On the Need of New Methods to Mine Electrodermal Activity in Emotion-Centered Studies. ADMI (2012)
Rui Henriques, Cláudia Antunes
An Integrated Approach for Healthcare Planning over Multi-dimensional Data Using Long-Term Prediction. HIS (2012)
Rui Henriques, António Rito Silva
Object-Centered Process Modeling: Principles to Model Data-Intensive Systems. Business Process Management Workshops (2010)