Vincenzo Lagani

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 13

Top Topics

Feature Representations

Gene Expression

Top Venues

Int. J. Data Sci. Anal.

Publications

Ioulia Karagiannaki, Krystallia Gourlia, Vincenzo Lagani, Yannis Pantazis, Ioannis Tsamardinos
Learning biologically-interpretable latent representations for gene expression data. Mach. Learn. 112 (11) (2023)
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)
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) (2023)
Yannis Pantazis, Christos Tselas, Kleanthi Lakiotaki, Vincenzo Lagani, Ioannis Tsamardinos
Latent Feature Representations for Human Gene Expression Data Improve Phenotypic Predictions. BIBM (2020)
Marios Adamou, Grigoris Antoniou, Elissavet Greasidou, Vincenzo Lagani, Paulos Charonyktakis, Ioannis Tsamardinos
Mining Free-Text Medical Notes for Suicide Risk Assessment. SETN (2018)
Michail Tsagris, Giorgos Borboudakis, Vincenzo Lagani, Ioannis Tsamardinos
Correction to: Constraint-based causal discovery with mixed data. Int. J. Data Sci. Anal. 6 (1) (2018)
Michail Tsagris, Vincenzo Lagani, Ioannis Tsamardinos
Feature selection for high-dimensional temporal data. BMC Bioinform. 19 (1) (2018)
Michail Tsagris, Giorgos Borboudakis, Vincenzo Lagani, Ioannis Tsamardinos
Constraint-based causal discovery with mixed data. Int. J. Data Sci. Anal. 6 (1) (2018)
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 (2018)
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) (2017)
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)
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 (2016)
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) (2016)
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) (2015)
Maria Teresa Chiaravalloti, Roberto Guarasci, Vincenzo Lagani, Erika Pasceri, Roberto Trunfio
A Coding Support System for the ICD-9-CM Standard. ICHI (2014)
Ioannis Tsamardinos, Amin Rakhshani, Vincenzo Lagani
Performance-Estimation Properties of Cross-Validation-Based Protocols with Simultaneous Hyper-Parameter Optimization. SETN (2014)
Vincenzo Lagani, Ioannis Tsamardinos, Sofia Triantafilou
Learning from Mixture of Experimental Data: A Constraint-Based Approach. SETN (2012)
Ioannis Tsamardinos, Sofia Triantafilou, Vincenzo Lagani
Towards Integrative Causal Analysis of Heterogeneous Data Sets and Studies. J. Mach. Learn. Res. 13 (2012)
Lefteris Koumakis, Franco Chiarugi, Vincenzo Lagani, Angelina Kouroubali, Ioannis Tsamardinos
Risk Assessment Models for Diabetes Complications: A Survey of Available Online Tools. MobiHealth (2011)
Vincenzo Lagani, Vasilis Kontogiannis, Panayiotis Argyropaidas, Catherine E. Chronaki
Use of SMS for Tsunami Early Warnings at a Table Top Exercise. eHealth (2011)
Giorgos Borboudakis, Sofia Triantafilou, Vincenzo Lagani, Ioannis Tsamardinos
A constraint-based approach to incorporate prior knowledge in causal models. ESANN (2011)
Vincenzo Lagani, Ioannis Tsamardinos
Structure-based variable selection for survival data. Bioinform. 26 (15) (2010)
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)
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)