Vincenzo Lagani

29 papers A* 1B 1Misc 1Journal 18Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	GeneSetCluster 2.0: a comprehensive toolset for summarizing and integrating gene-sets analysis. BMC Bioinform. Asier Ortega-Legarreta, Alberto Maillo, Daniel Mouzo, Ana Rosa López-Pérez, Lara Kular, Majid Pahlevan Kakhki, Maja Jagodic, Jesper Tegnér, Vincenzo Lagani, Ewoud Ewing, David Gomez-Cabrero
2025	A*	`conf`	Interpretable Causal Representation Learning for Biological Data in the Pathway Space. ICLR Jesus de la Fuente Cedeño, Robert Lehmann, Carlos Ruiz-Arenas, Jan Voges, Irene Marín-Goñi, Xabier Martinez de Morentin, David Gomez-Cabrero, Idoia Ochoa, Jesper Tegnér, Vincenzo Lagani, Mikel Hernaez
2025	J	`jnl`	Interpretable Causal Representation Learning for Biological Data in the Pathway Space. CoRR Jesus de la Fuente, Robert Lehmann, Carlos Ruiz-Arenas, Jan Voges, Irene Marín-Goñi, Xabier Martinez de Morentin, David Gomez-Cabrero, Idoia Ochoa, Jesper Tegnér, Vincenzo Lagani, Mikel Hernaez
2024	J	`jnl`	ClustAll: An R package for patient stratification in complex diseases. PLoS Comput. Biol. Asier Ortega-Legarreta, Sara Palomino-Echeverria, Estefania Huergo, Vincenzo Lagani, Narsis A. Kiani, Pierre-Emmanuel Rautou, Nuria Planell-Picola, Jesper Tegnér, David Gomez-Cabrero
2023	J	`jnl`	Automated machine learning for genome wide association studies. Bioinform. Kleanthi Lakiotaki, Zacharias Papadovasilakis, Vincenzo Lagani, Stefanos Fafalios, Paulos Charonyktakis, Michail Tsagris, Ioannis Tsamardinos
2023	J	`jnl`	Learning biologically-interpretable latent representations for gene expression data. Mach. Learn. Ioulia Karagiannaki, Krystallia Gourlia, Vincenzo Lagani, Yannis Pantazis, Ioannis Tsamardinos
2023	J	`jnl`	Reusability report: Learning the transcriptional grammar in single-cell RNA-sequencing data using transformers. Nat. Mac. Intell. Sumeer Ahmad Khan, Alberto Maillo, Vincenzo Lagani, Robert Lehmann, Narsis A. Kiani, David Gomez-Cabrero, Jesper Tegnér
2020	—	`conf`	Latent Feature Representations for Human Gene Expression Data Improve Phenotypic Predictions. BIBM Yannis Pantazis, Christos Tselas, Kleanthi Lakiotaki, Vincenzo Lagani, Ioannis Tsamardinos
2018	J	`jnl`	Constraint-based causal discovery with mixed data. Int. J. Data Sci. Anal. Michail Tsagris, Giorgos Borboudakis, Vincenzo Lagani, Ioannis Tsamardinos
2018	J	`jnl`	Correction to: Constraint-based causal discovery with mixed data. Int. J. Data Sci. Anal. Michail Tsagris, Giorgos Borboudakis, Vincenzo Lagani, Ioannis Tsamardinos
2018	J	`jnl`	Feature selection for high-dimensional temporal data. BMC Bioinform. Michail Tsagris, Vincenzo Lagani, Ioannis Tsamardinos
2018	—	`conf`	Mining Free-Text Medical Notes for Suicide Risk Assessment. SETN Marios Adamou, Grigoris Antoniou, Elissavet Greasidou, Vincenzo Lagani, Paulos Charonyktakis, Ioannis Tsamardinos
2018	J	`jnl`	On scoring Maximal Ancestral Graphs with the Max-Min Hill Climbing algorithm. Int. J. Approx. Reason. Konstantinos Tsirlis, Vincenzo Lagani, Sofia Triantafillou, Ioannis Tsamardinos
2017	J	`jnl`	SCENERY: a web application for (causal) network reconstruction from cytometry data. Nucleic Acids Res. Giorgos Papoutsoglou, Giorgos Athineou, Vincenzo Lagani, Iordanis Xanthopoulos, Angelika Schmidt, Szabolcs Elias, Jesper Tegnér, Ioannis Tsamardinos
2016	J	`jnl`	A comparative evaluation of data-merging and meta-analysis methods for reconstructing gene-gene interactions. BMC Bioinform. Vincenzo Lagani, Argyro D. Karozou, David Gomez-Cabrero, Gilad Silberberg, Ioannis Tsamardinos
2016	J	`jnl`	Erratum to: A comparative evaluation of data-merging and meta-analysis methods for reconstructing gene-gene interactions. BMC Bioinform. Vincenzo Lagani, Argyro D. Karozou, David Gomez-Cabrero, Gilad Silberberg, Ioannis Tsamardinos
2016	Misc	`conf`	SCENERY: A Web-Based Application for Network Reconstruction and Visualization of Cytometry Data. PACBB Giorgos Athineou, Giorgos Papoutsoglou, Sofia Triantafillou, Ioannis Basdekis, Vincenzo Lagani, Ioannis Tsamardinos
2015	J	`jnl`	Performance-Estimation Properties of Cross-Validation-Based Protocols with Simultaneous Hyper-Parameter Optimization. Int. J. Artif. Intell. Tools Ioannis Tsamardinos, Amin Rakhshani, Vincenzo Lagani
2014	—	`conf`	A Coding Support System for the ICD-9-CM Standard. ICHI Maria Teresa Chiaravalloti, Roberto Guarasci, Vincenzo Lagani, Erika Pasceri, Roberto Trunfio
2014	—	`conf`	Performance-Estimation Properties of Cross-Validation-Based Protocols with Simultaneous Hyper-Parameter Optimization. SETN Ioannis Tsamardinos, Amin Rakhshani, Vincenzo Lagani
2012	—	`conf`	Learning from Mixture of Experimental Data: A Constraint-Based Approach. SETN Vincenzo Lagani, Ioannis Tsamardinos, Sofia Triantafilou
2012	J	`jnl`	Towards Integrative Causal Analysis of Heterogeneous Data Sets and Studies. J. Mach. Learn. Res. Ioannis Tsamardinos, Sofia Triantafilou, Vincenzo Lagani
2011	B	`conf`	A constraint-based approach to incorporate prior knowledge in causal models. ESANN Giorgos Borboudakis, Sofia Triantafilou, Vincenzo Lagani, Ioannis Tsamardinos
2011	J	`jnl`	Prediction of Outcome in the Vegetative State by Machine Learning Algorithms: A Model for Clinicians? J. Softw. Eng. Appl. Loris Pignolo, Vincenzo Lagani
2011	—	`conf`	Risk Assessment Models for Diabetes Complications: A Survey of Available Online Tools. MobiHealth Lefteris Koumakis, Franco Chiarugi, Vincenzo Lagani, Angelina Kouroubali, Ioannis Tsamardinos
2011	—	`conf`	Use of SMS for Tsunami Early Warnings at a Table Top Exercise. eHealth Vincenzo Lagani, Vasilis Kontogiannis, Panayiotis Argyropaidas, Catherine E. Chronaki
2010	J	`jnl`	Structure-based variable selection for survival data. Bioinform. Vincenzo Lagani, Ioannis Tsamardinos
2009	J	`jnl`	A novel similarity-measure for the analysis of genetic data in complex phenotypes. BMC Bioinform. Vincenzo Lagani, Alberto Montesanto, Fausta Di Cianni, Víctor Moreno, Stefano Landi, Domenico Conforti, Giuseppina Rose, Giuseppe Passarino
2008	—	`conf`	Decision Support and Image & Signal Analysis in Heart Failure - A Comprehensive Use Case. HEALTHINF (1) Sara Colantonio, Massimo Martinelli, Davide Moroni, Ovidio Salvetti, Francesco Perticone, Angela Sciacqua, Franco Chiarugi, Domenico Conforti, Antonio Gualtieri, Vincenzo Lagani