Sara C. Madeira - Citegraph

Author Info

Name	Affiliation	Papers
SARA C. MADEIRA	INESC ID, KDBIO Grp, Lisbon, Portugal	62
Collaborators	Citations	PageRank
107	1242	66.91
Referers	Referees	References
2546	5966	2064

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Publications (62 rows)

Collaborators (100 rows)

Referers (100 rows)

Referees (100 rows)

Title	Citations	PageRank	Year
Learning Prognostic Models Using Disease Progression Patterns: Predicting the Need for Non-Invasive Ventilation in Amyotrophic Lateral Sclerosis	0	0.34	2022
Impact of metrics on biclustering solution and quality: A review	1	0.40	2022
Mining Actionable Patterns of Road Mobility From Heterogeneous Traffic Data Using Biclustering	1	0.34	2022
G-Tric: Generating Three-Way Synthetic Datasets With Triclustering Solutions	0	0.34	2021
Learning dynamic Bayesian networks from time-dependent and time-independent data: Unraveling disease progression in Amyotrophic Lateral Sclerosis	0	0.34	2021
FleBiC: Learning classifiers from high-dimensional biomedical data using discriminative biclusters with non-constant patterns	2	0.37	2021
Targeting the uncertainty of predictions at patient-level using an ensemble of classifiers coupled with calibration methods, Venn-ABERS, and Conformal Predictors: A case study in AD.	2	0.36	2020
Patient Stratification Using Clinical and Patient Profiles - Targeting Personalized Prognostic Prediction in ALS.	1	0.36	2020
Predictive Medicine Using Interpretable Recurrent Neural Networks.	0	0.34	2020
Unravelling Disease Presentation Patterns in ALS Using Biclustering for Discriminative Meta-Features Discovery.	1	0.36	2020
Towards Triclustering-Based Classification of Three-Way Clinical Data - A Case Study on Predicting Non-invasive Ventilation in ALS.	0	0.34	2020
An Architecture Based on Fuzzy Systems for Personalized Medicine in ICUs.	0	0.34	2019
Triclustering Algorithms for Three-Dimensional Data Analysis: A Comprehensive Survey.	3	0.37	2019
Predicting Non-invasive Ventilation in ALS Patients Using Stratified Disease Progression Groups.	1	0.36	2018
Ensemble learning with Conformal Predictors: Targeting credible predictions of conversion from Mild Cognitive Impairment to Alzheimer's Disease.	0	0.34	2018
Neuropsychological predictors of conversion from mild cognitive impairment to Alzheimer's disease: a feature selection ensemble combining stability and predictability.	1	0.36	2018
BSig: evaluating the statistical significance of biclustering solutions.	2	0.36	2018
BicPAMS: software for biological data analysis with pattern-based biclustering.	8	0.69	2017
Predicting progression of mild cognitive impairment to dementia using neuropsychological data: a supervised learning approach using time windows.	3	0.70	2017
Erratum to: BicPAMS: software for biological data analysis with pattern-based biclustering.	0	0.34	2017
Towards a reliable prediction of conversion from Mild Cognitive Impairment to Alzheimer's Disease: stepwise learning using time windows.	1	0.43	2017
Improving Prognostic Prediction from Mild Cognitive Impairment to Alzheimer's Disease Using Genetic Algorithms.	0	0.34	2017
Towards Trustworthy Predictions of Conversion from Mild Cognitive Impairment to Dementia: A Conformal Prediction Approach.	0	0.34	2017
BiC2PAM: constraint-guided biclustering for biological data analysis with domain knowledge.	7	0.41	2016
BicNET: Flexible module discovery in large-scale biological networks using biclustering.	8	0.42	2016
Prognostic models based on patient snapshots and time windows: Predicting disease progression to assisted ventilation in Amyotrophic Lateral Sclerosis.	3	0.41	2015
Biclustering with Flexible Plaid Models to Unravel Interactions between Biological Processes	9	0.46	2015
Generative modeling of repositories of health records for predictive tasks	3	0.39	2015
BicNET: Efficient Biclustering of Biological Networks to Unravel Non-Trivial Modules	2	0.37	2015
A structured view on pattern mining-based biclustering	22	0.90	2015
Multi-period classification: learning sequent classes from temporal domains	0	0.34	2015
BicPAM: Pattern-based biclustering for biomedical data analysis.	21	0.61	2014
BicSPAM: flexible biclustering using sequential patterns.	17	0.51	2014
The Yeastract Database: An Upgraded Information System For The Analysis Of Gene And Genomic Transcription Regulation In Saccharomyces Cerevisiae	30	1.42	2014
Mining coherent evolution patterns in education through biclustering.	0	0.34	2014
Latebiclustering: efficient heuristic algorithm for time-lagged bicluster identification	5	0.41	2014
Heuristic approaches for time-lagged biclustering	1	0.34	2013
A Workflow for the Application of Biclustering to Mass Spectrometry Data.	0	0.34	2013
Methods for the Efficient Discovery of Large Item-Indexable Sequential Patterns.	8	0.43	2013
Towards A Classification Approach Using Meta-Biclustering: Impact Of Discretization In The Analysis Of Expression Time Series	1	0.35	2012
Prognostic Prediction Using Clinical Expression Time Series: Towards a Supervised Learning Approach Based on Meta-biclusters.	1	0.36	2012
Parallel e-CCC-Biclustering: Mining Approximate Temporal Patterns in Gene Expression Time Series Using Parallel Biclustering.	1	0.37	2012
AliBiMotif: Integrating alignment and biclustering to unravel transcription factor binding sites in DNA sequences	0	0.34	2012
Yeastract: Providing A Programmatic Access To Curated Transcriptional Regulatory Associations In Saccharomyces Cerevisiae Through A Web Services Interface	39	1.67	2011
Baiacu: A Tool for the Visual Analysis of the Saccharomyces Cerevisiae Regulatory Network.	0	0.34	2011
Biclustering-Based Classification of Clinical Expression Time Series: A Case Study in Patients with Multiple Sclerosis.	3	0.42	2011
TFRank: network-based prioritization of regulatory associations underlying transcriptional responses.	4	0.51	2011
PINTA: a web server for network-based gene prioritization from expression data.	19	0.78	2011
Prognostic Prediction Through Biclustering-Based Classification Of Clinical Gene Expression Time Series	7	0.58	2011
Babelomics: an integrative platform for the analysis of transcriptomics, proteomics and genomic data with advanced functional profiling.	31	1.36	2010

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