Franco Ronchetti

33 papers C 3Journal 19Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Bringing Balance to Hand Shape Classification: Mitigating Data Imbalance Through Generative Models. CoRR Gaston Gustavo Rios, Pedro Dal Bianco, Franco Ronchetti, Facundo Manuel Quiroga, Oscar Stanchi, Santiago Ponte Ahón, Waldo Hasperué
2025	J	`jnl`	Bringing balance to hand shape classification: Mitigating data imbalance through generative models. Appl. Soft Comput. Gaston Gustavo Rios, Pedro Dal Bianco, Franco Ronchetti, Facundo Manuel Quiroga, Oscar Stanchi, Santiago Ponte Ahón, Waldo Hasperué
2025	J	`jnl`	HandCraft: Dynamic Sign Generation for Synthetic Data Augmentation. CoRR Gaston Gustavo Rios, Pedro Dal Bianco, Franco Ronchetti, Facundo Manuel Quiroga, Oscar Stanchi, Santiago Ponte Ahón, Waldo Hasperué
2025	C	`conf`	PlateUNLP V2: Automating Spectral Extraction, Calibration, and Metadata from Digitized Glass Plate. CLEI Santiago Andres Ponte Ahón, Juan Martín Seery, Lautaro Pereyra, Matilde Iannuzzi, Facundo Manuel Quiroga, Franco Ronchetti, Yael Aidelman, Waldo Hasperué, Roberto Gamen, Lydia Cidale
2025	J	`jnl`	ReTrOH-UNLP: Conservation of the Historical Observational Work of the Astronomical Observatory of La Plata with Computer Vision. ACM Journal on Computing and Cultural Heritage Santiago Andres Ponte Ahón, Yael Aidelman, Juan Martín Seery, Facundo Manuel Quiroga, Franco Ronchetti, Waldo Hasperué, Matilde Iannuzzi, Romina Peralta, Mónica Lopez, Aurelio Fernández Bariviera, Lydia Cidale, Roberto Gamen
2025	J	`jnl`	Towards more efficient initialization methods for Convolutional Neural Networks via K-Means and Principal Components. J. Comput. Sci. Technol. Federico Rabinovich, Facundo Manuel Quiroga, Franco Ronchetti
2024	—	`conf`	CB-RISE: Improving the RISE Interpretability Method Through Convergence Detection and Blurred Perturbations. JCC-BD&ET Oscar Stanchi, Franco Ronchetti, Pedro Dal Bianco, Gastón Ríos, Santiago Ponte Ahón, Waldo Hasperué, Facundo Manuel Quiroga
2024	J	`jnl`	ConvAtt Network: A Low Parameter Approach For Sign Language Recognition. J. Comput. Sci. Technol. Gaston Gustavo Rios, Pedro Dal Bianco, Franco Ronchetti, Facundo Manuel Quiroga, Santiago Ponte Ahón, Oscar Stanchi, Waldo Hasperué
2024	J	`jnl`	First Experiences with the Identification of People at Risk for Diabetes in Argentina using Machine Learning Techniques. CoRR Enzo Rucci, Gonzalo Tittarelli, Franco Ronchetti, Jorge F. Elgart, Laura Lanzarini, Juan José Gagliardino
2024	C	`conf`	High-Resolution Income Estimates Using Satellite Imagery: A Deep Learning Approach Applied in Buenos Aires. CLEI Nicolás F. Abbate, Leonardo Gasparini, Franco Ronchetti, Facundo Manuel Quiroga
2024	—	`conf`	PlateUNLP: An Open-Source Solution for Automating the Digitization of Historical Astronomical Plates. GCH Santiago Andres Ponte Ahón, Yael Aidelman, Juan Martín Seery, Facundo Manuel Quiroga, Franco Ronchetti, Waldo Hasperué, Matilde Iannuzzi, Romina Peralta, Mónica Lopez, Aurelio Fernández Bariviera, Lydia Cidale, Roberto Gamen
2024	J	`jnl`	SignAttention: On the Interpretability of Transformer Models for Sign Language Translation. CoRR Pedro Alejandro Dal Bianco, Oscar Agustín Stanchi, Facundo Manuel Quiroga, Franco Ronchetti, Enzo Ferrante
2024	J	`jnl`	Study on pose-based deep learning models for gloss-free Sign Language Translation. J. Comput. Sci. Technol. Pedro Dal Bianco, Gastón Ríos, Waldo Hasperué, Oscar Stanchi, Facundo Manuel Quiroga, Franco Ronchetti
2024	J	`jnl`	VISTA: vision improvement via split and reconstruct deep neural network for fundus image quality assessment. Neural Comput. Appl. Saif Khalid, Saddam Abdulwahab, Oscar Agustín Stanchi, Facundo Manuel Quiroga, Franco Ronchetti, Domenec Puig, Hatem A. Rashwan
2024	—	`conf`	Wavelength Calibration of Historical Spectrographic Plates with Dynamic Time Warping. JCC-BD&ET Santiago Andres Ponte Ahón, Juan Martín Seery, Facundo Manuel Quiroga, Franco Ronchetti, Oscar Stanchi, Pedro Dal Bianco, Waldo Hasperué, Yael Aidelman, Roberto Gamen
2023	—	`conf`	An Analysis of Satellite-Based Machine Learning Models to Estimate Global Solar Irradiance at a Horizontal Plane. JCC-BD&ET Paula Iturbide, Rodrigo Alonso Suárez, Franco Ronchetti
2023	J	`jnl`	Distribution of Action Movements (DAM): A Descriptor for Human Action Recognition. CoRR Facundo Manuel Quiroga, Franco Ronchetti, Laura Lanzarini, Cesar Estrebou
2023	J	`jnl`	Handshape recognition for Argentinian Sign Language using ProbSom. CoRR Franco Ronchetti, Facundo Manuel Quiroga, César Estrebou, Laura Lanzarini
2023	J	`jnl`	LSA64: An Argentinian Sign Language Dataset. CoRR Franco Ronchetti, Facundo Manuel Quiroga, César Estrebou, Laura Lanzarini, Alejandro Rosete
2023	J	`jnl`	Revisiting Data Augmentation for Rotational Invariance in Convolutional Neural Networks. CoRR Facundo Manuel Quiroga, Franco Ronchetti, Laura Lanzarini, Aurelio Fernández Bariviera
2023	J	`jnl`	Sign Languague Recognition without frame-sequencing constraints: A proof of concept on the Argentinian Sign Language. CoRR Franco Ronchetti, Facundo Manuel Quiroga, César Estrebou, Laura Lanzarini, Alejandro Rosete
2023	—	`conf`	The Implementation of the RISE Algorithm for the Captum Framework. JCC-BD&ET Oscar Stanchi, Franco Ronchetti, Facundo Manuel Quiroga
2023	J	`jnl`	comparison of small sample methods for Handshape Recognition. J. Comput. Sci. Technol. Franco Ronchetti, Facundo Manuel Quiroga, Ulises Cornejo Fandos, Gastón Ríos, Pedro Dal Bianco, Waldo Hasperué, Laura Lanzarini
2022	—	`conf`	LSA-T: The First Continuous Argentinian Sign Language Dataset for Sign Language Translation. IBERAMIA Pedro Dal Bianco, Gastón Ríos, Franco Ronchetti, Facundo Manuel Quiroga, Oscar Stanchi, Waldo Hasperué, Alejandro Rosete
2022	J	`jnl`	LSA-T: The first continuous Argentinian Sign Language dataset for Sign Language Translation. CoRR Pedro Dal Bianco, Gastón Ríos, Franco Ronchetti, Facundo Manuel Quiroga, Oscar Stanchi, Waldo Hasperué, Alejandro Rosete
2022	J	`jnl`	Statistical analysis of the performance of four Apache Spark ML algorithms. J. Comput. Sci. Technol. Genaro Camele, Waldo Hasperué, Franco Ronchetti, Facundo Manuel Quiroga
2021	—	`conf`	A Comparison of Neural Networks for Sign Language Recognition with LSA64. JCC-BD&ET Iván Mindlin, Facundo Manuel Quiroga, Franco Ronchetti, Pedro Dal Bianco, Gastón Ríos, Laura Lanzarini, Waldo Hasperué
2021	—	`conf`	Distribution Analysis of Postal Mail in Argentina Using Process Mining. CACIC Victor Martinez, Laura Lanzarini, Franco Ronchetti
2021	C	`conf`	Structured Text Generation for Spanish Freestyle Battles using Neural Networks. CLEI Pedro Dal Bianco, Iván Mindlin, Laura Lanzarini, Franco Ronchetti, Waldo Hasperué, Facundo Manuel Quiroga
2020	—	`conf`	Reddening-Free Q Indices to Identify Be Star Candidates. JCC-BD&ET Yael Aidelman, Carlos Escudero, Franco Ronchetti, Facundo Manuel Quiroga, Laura Lanzarini
2016	—	`conf`	Sign Languague Recognition Without Frame-Sequencing Constraints: A Proof of Concept on the Argentinian Sign Language. IBERAMIA Franco Ronchetti, Facundo Manuel Quiroga, César Estrebou, Laura Lanzarini, Alejandro Rosete
2015	J	`jnl`	Distribution of action movements (DAM): a descriptor for human action recognition. Frontiers Comput. Sci. Franco Ronchetti, Facundo Manuel Quiroga, Laura Lanzarini, Cesar Estrebou
2013	—	`conf`	Face recognition based on fuzzy probabilistic SOM. IFSA/NAFIPS Laura Lanzarini, Franco Ronchetti, Cesar Estrebou, Luciana Lens, Aurelio Fernández Bariviera