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2020 – today
- 2023
[j15]Kleanthi Lakiotaki
, Zacharias Papadovasilakis, Vincenzo Lagani, Stefanos Fafalios, Paulos Charonyktakis, Michail Tsagris, Ioannis Tsamardinos:
Automated machine learning for genome wide association studies. Bioinform. 39(9) (2023)- [j14]Ioulia Karagiannaki, Krystallia Gourlia, Vincenzo Lagani, Yannis Pantazis, Ioannis Tsamardinos:
Learning biologically-interpretable latent representations for gene expression data. Mach. Learn. 112(11): 4257-4287 (2023) - [j13]Sumeer Ahmad Khan, Alberto Maillo, Vincenzo Lagani, Robert Lehmann, Narsis A. Kiani, David Gomez-Cabrero, Jesper Tegnér:
Reusability report: Learning the transcriptional grammar in single-cell RNA-sequencing data using transformers. Nat. Mac. Intell. 5(12): 1437-1446 (2023) - 2020
- [c10]Yannis Pantazis, Christos Tselas, Kleanthi Lakiotaki, Vincenzo Lagani, Ioannis Tsamardinos:
Latent Feature Representations for Human Gene Expression Data Improve Phenotypic Predictions. BIBM 2020: 2505-2512
2010 – 2019
- 2018
- [j12]Michail Tsagris, Vincenzo Lagani, Ioannis Tsamardinos:
Feature selection for high-dimensional temporal data. BMC Bioinform. 19(1): 17:1-17:14 (2018) - [j11]Konstantinos Tsirlis, Vincenzo Lagani, Sofia Triantafillou, Ioannis Tsamardinos:
On scoring Maximal Ancestral Graphs with the Max-Min Hill Climbing algorithm. Int. J. Approx. Reason. 102: 74-85 (2018) - [j10]Michail Tsagris, Giorgos Borboudakis, Vincenzo Lagani, Ioannis Tsamardinos:
Constraint-based causal discovery with mixed data. Int. J. Data Sci. Anal. 6(1): 19-30 (2018) - [j9]Michail Tsagris, Giorgos Borboudakis, Vincenzo Lagani, Ioannis Tsamardinos:
Correction to: Constraint-based causal discovery with mixed data. Int. J. Data Sci. Anal. 6(1): 31 (2018) - [c9]Marios Adamou, Grigoris Antoniou, Elissavet Greasidou, Vincenzo Lagani, Paulos Charonyktakis, Ioannis Tsamardinos:
Mining Free-Text Medical Notes for Suicide Risk Assessment. SETN 2018: 47:1-47:8 - 2017
- [j8]Giorgos Papoutsoglou, Giorgos Athineou, Vincenzo Lagani, Iordanis Xanthopoulos, Angelika Schmidt, Szabolcs Elias, Jesper Tegnér, Ioannis Tsamardinos:
SCENERY: a web application for (causal) network reconstruction from cytometry data. Nucleic Acids Res. 45(Webserver-Issue): W270-W275 (2017) - 2016
- [j7]Vincenzo Lagani, Argyro D. Karozou, David Gomez-Cabrero, Gilad Silberberg, Ioannis Tsamardinos:
Erratum to: A comparative evaluation of data-merging and meta-analysis methods for reconstructing gene-gene interactions. BMC Bioinform. 17: 290 (2016) - [j6]Vincenzo Lagani, Argyro D. Karozou, David Gomez-Cabrero, Gilad Silberberg, Ioannis Tsamardinos:
A comparative evaluation of data-merging and meta-analysis methods for reconstructing gene-gene interactions. BMC Bioinform. 17(S-5): S194 (2016) - [c8]Giorgos Athineou, Giorgos Papoutsoglou, Sofia Triantafillou, Ioannis Basdekis, Vincenzo Lagani, Ioannis Tsamardinos:
SCENERY: A Web-Based Application for Network Reconstruction and Visualization of Cytometry Data. PACBB 2016: 203-211 - 2015
- [j5]Ioannis Tsamardinos, Amin Rakhshani, Vincenzo Lagani:
Performance-Estimation Properties of Cross-Validation-Based Protocols with Simultaneous Hyper-Parameter Optimization. Int. J. Artif. Intell. Tools 24(5): 1540023:1-1540023:29 (2015) - 2014
- [c7]Maria Teresa Chiaravalloti, Roberto Guarasci, Vincenzo Lagani, Erika Pasceri, Roberto Trunfio:
A Coding Support System for the ICD-9-CM Standard. ICHI 2014: 71-78 - [c6]Ioannis Tsamardinos, Amin Rakhshani, Vincenzo Lagani:
Performance-Estimation Properties of Cross-Validation-Based Protocols with Simultaneous Hyper-Parameter Optimization. SETN 2014: 1-14 - 2012
- [j4]Ioannis Tsamardinos, Sofia Triantafilou, Vincenzo Lagani:
Towards Integrative Causal Analysis of Heterogeneous Data Sets and Studies. J. Mach. Learn. Res. 13: 1097-1157 (2012) - [c5]Vincenzo Lagani, Ioannis Tsamardinos, Sofia Triantafilou:
Learning from Mixture of Experimental Data: A Constraint-Based Approach. SETN 2012: 124-131 - 2011
- [j3]Loris Pignolo, Vincenzo Lagani:
Prediction of Outcome in the Vegetative State by Machine Learning Algorithms: A Model for Clinicians? J. Softw. Eng. Appl. 4(6): 388-390 (2011) - [c4]Vincenzo Lagani, Vasilis Kontogiannis, Panayiotis Argyropaidas, Catherine E. Chronaki:
Use of SMS for Tsunami Early Warnings at a Table Top Exercise. eHealth 2011: 76-79 - [c3]Giorgos Borboudakis, Sofia Triantafilou, Vincenzo Lagani, Ioannis Tsamardinos:
A constraint-based approach to incorporate prior knowledge in causal models. ESANN 2011 - [c2]Lefteris Koumakis, Franco Chiarugi, Vincenzo Lagani, Angelina Kouroubali, Ioannis Tsamardinos:
Risk Assessment Models for Diabetes Complications: A Survey of Available Online Tools. MobiHealth 2011: 46-53 - 2010
- [j2]Vincenzo Lagani, Ioannis Tsamardinos:
Structure-based variable selection for survival data. Bioinform. 26(15): 1887-1894 (2010)
2000 – 2009
- 2009
- [j1]Vincenzo Lagani, Alberto Montesanto, Fausta Di Cianni, Víctor Moreno, Stefano Landi, Domenico Conforti, Giuseppina Rose, Giuseppe Passarino:
A novel similarity-measure for the analysis of genetic data in complex phenotypes. BMC Bioinform. 10(S-6) (2009) - 2008
- [c1]Sara Colantonio, Massimo Martinelli, Davide Moroni, Ovidio Salvetti, Francesco Perticone, Angela Sciacqua, Franco Chiarugi, Domenico Conforti, Antonio Gualtieri, Vincenzo Lagani:
Decision Support and Image & Signal Analysis in Heart Failure - A Comprehensive Use Case. HEALTHINF (1) 2008: 288-295
Coauthor Index
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