Eugenio Martinelli

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 54

Top Topics

Robust Classification

Machine Learning

Top Venues

IEEE Trans. Instrum. Meas.

Publications

Arianna Mencattini, Elena Daprati, David Della-Morte, Fiorella Guadagni, Federica Sangiuolo, Eugenio Martinelli
Assembloid learning: opportunities and challenges for personalized approaches to brain functioning in health and disease. Frontiers Artif. Intell. 7 (2024)
Arianna Mencattini, Paola Casti, Michele D'Orazio, Gianni Antonelli, Joanna Filippi, Eugenio Martinelli
Uncertainty-Based Feature Selection for Improved Adequacy of Dermoscopic Image Classification. IEEE Trans. Instrum. Meas. 72 (2023)
Andrea Detti, Ludovico Funari, Luca Petrucci, Michele D'Orazio, Arianna Mencattini, Eugenio Martinelli
CWL-PLAS: Task Workflows Assisted by Data Science Cloud Platforms. IEEE Access 11 (2023)
Leonardo Papale, Alexandro Catini, Rosamaria Capuano, Valerio Allegra, Eugenio Martinelli, Massimo Palmacci, Giovanna Tranfo, Corrado Di Natale
Personal VOCs Exposure with a Sensor Network Based on Low-Cost Gas Sensor, and Machine Learning Enabled Indoor Localization. Sensors 23 (5) (2023)
Paola Casti, Sara Cardarelli, Maria Colomba Comes, Michele D'Orazio, Joanna Filippi, Gianni Antonelli, Arianna Mencattini, Corrado Di Natale, Eugenio Martinelli
S3-VAE: A novel Supervised-Source-Separation Variational AutoEncoder algorithm to discriminate tumor cell lines in time-lapse microscopy images. Expert Syst. Appl. 232 (2023)
Michele D'Orazio, Riccardo Reale, Adele De Ninno, Maria A. Brighetti, Arianna Mencattini, Luca Businaro, Eugenio Martinelli, Paolo Bisegna, Alessandro Travaglini, Federica Caselli
Electro-Optical Classification of Pollen Grains via Microfluidics and Machine Learning. IEEE Trans. Biomed. Eng. 69 (2) (2022)
Alessio Mostaccio, Gianni Antonelli, Cecilia Occhiuzzi, Eugenio Martinelli, Gaetano Marrocco
Experimental characterization of Laser Induced Graphene (LIG) antennas for S-band wearable applications in 5G. RFID-TA (2022)
Alexandro Catini, Rosamaria Capuano, Giuseppe Tancredi, Giulio Dionisi, Davide Di Giuseppe, Joanna Filippi, Eugenio Martinelli, Corrado Di Natale
A Lab-on-a-Chip Based Automatic Platform for Continuous Nitrites Sensing in Aquaculture. Sensors 22 (2) (2022)
Cecilia Occhiuzzi, Francesca Camera, Michele D'Orazio, Nicola D'Uva, Sara Amendola, Giulio Maria Bianco, Carolina Miozzi, Luigi Garavaglia, Eugenio Martinelli, Gaetano Marrocco
Automatic Monitoring of Fruit Ripening Rooms by UHF RFID Sensor Network and Machine Learning. CoRR (2022)
Paola Casti, Arianna Mencattini, Sara Cardarelli, Gianni Antonelli, Joanna Filippi, Michele D'Orazio, Eugenio Martinelli
Sensitivity analysis of latent variables in Variational Autoencoders for Dermoscopic Image Analysis. MeMeA (2022)
Arianna Mencattini, Paola Casti, Joanna Filippi, Michele D'Orazio, Sara Cardarelli, Gianni Antonelli, Eugenio Martinelli
Robust examination of cell apoptosis timing in presence of noisy environment. MeMeA (2022)
Pasquale Cascarano, Maria Colomba Comes, Andrea Sebastiani, Arianna Mencattini, Elena Loli Piccolomini, Eugenio Martinelli
DeepCEL0 for 2D single-molecule localization in fluorescence microscopy. Bioinform. 38 (5) (2022)
Arianna Mencattini, Davide Di Giuseppe, Paola Casti, Michele D'Orazio, Joanna Filippi, Maria Colomba Comes, Gianni Antonelli, Corrado Di Natale, Eugenio Martinelli
Integrating Machine Learning and Sensors for the Development of Organ-on-Chip Platforms for Medical Diagnosis. AISEM (2021)
Pasquale Cascarano, Maria Colomba Comes, Arianna Mencattini, Maria Carla Parrini, Elena Loli Piccolomini, Eugenio Martinelli
Recursive Deep Prior Video: A super resolution algorithm for time-lapse microscopy of organ-on-chip experiments. Medical Image Anal. 72 (2021)
Arianna Mencattini, Alida Spalloni, Paola Casti, Maria Colomba Comes, Davide Di Giuseppe, Gianni Antonelli, Michele D'Orazio, Joanna Filippi, Francesca Corsi, Hervé Isambert, Corrado Di Natale, Patrizia Longone, Eugenio Martinelli
NeuriTES. Monitoring neurite changes through transfer entropy and semantic segmentation in bright-field time-lapse microscopy. Patterns 2 (6) (2021)
Irina Veith, Arianna Mencattini, Valentin Picant, Marco Serra, Marine Leclerc, Maria Colomba Comes, Fathia Mami-Chouaib, Jacques Camonis, Stéphanie Descroix, Hamasseh Shirvani, Fatima Mechta-Grigoriou, Gérard Zalcman, Maria Carla Parrini, Eugenio Martinelli
Apoptosis mapping in space and time of 3D tumor ecosystems reveals transmissibility of cytotoxic cancer death. PLoS Comput. Biol. 17 (3) (2021)
Mounika Muduganti, Gabriele Magna, Manuela Stefanelli, Yuvaraj Sivalingam, Larisa Lvova, Federica Mandoj, Alexandro Catini, Rosamaria Capuano, Sara Nardis, Eugenio Martinelli, Roberto Paolesse, Corrado Di Natale
Porphyrinoids Functionalized Hybrid Zinc Oxide Nanomaterials for Gas-Sensing Applications. AISEM (2021)
Vishal Gupta, Giulio Panunzi, Saurabh Khandelwal, Eugenio Martinelli, Abusaleh M. Jabir, Marco Ottavi
Reliability Assessment of Memristor based Gas Sensor Array. DFT (2021)
Roberto Paoli, Davide Di Giuseppe, Maider Badiola-Mateos, Eugenio Martinelli, Maria José Lopez-Martinez, Josep Samitier
Rapid Manufacturing of Multilayered Microfluidic Devices for Organ on a Chip Applications. Sensors 21 (4) (2021)
Pasquale Cascarano, Maria Colomba Comes, Andrea Sebastiani, Arianna Mencattini, Elena Loli Piccolomini, Eugenio Martinelli
DeepCEL0 for 2D Single Molecule Localization in Fluorescence Microscopy. CoRR (2021)
Paola Casti, Arianna Mencattini, Joanna Filippi, Michele D'Orazio, Maria Colomba Comes, Davide Di Giuseppe, Eugenio Martinelli
Metrological Characterization of a Pain Detection System Based on Transfer Entropy of Facial Landmarks. IEEE Trans. Instrum. Meas. 70 (2021)
Maria Colomba Comes, Joanna Filippi, Arianna Mencattini, Paola Casti, Giulia Cerrato, Allan Sauvat, Erika Vacchelli, Adele De Ninno, Davide Di Giuseppe, Michele D'Orazio, Fabrizio Mattei, Giovanna Schiavoni, Luca Businaro, Corrado Di Natale, Guido Kroemer, Eugenio Martinelli
Multi-scale generative adversarial network for improved evaluation of cell-cell interactions observed in organ-on-chip experiments. Neural Comput. Appl. 33 (8) (2021)
Antonio Giovannetti, Gianluca Susi, Paola Casti, Arianna Mencattini, Sandra Pusil, María Eugenia López, Corrado Di Natale, Eugenio Martinelli
Deep-MEG: spatiotemporal CNN features and multiband ensemble classification for predicting the early signs of Alzheimer's disease with magnetoencephalography. Neural Comput. Appl. 33 (21) (2021)
Saurabh Khandelwal, Marco Ottavi, Eugenio Martinelli, Abusaleh M. Jabir
A Memristive Architecture for Process Variation Aware Gas Sensing and Logic Operations. IOLTS (2021)
Maria Colomba Comes, Arianna Mencattini, Davide Di Giuseppe, Joanna Filippi, Michele D'Orazio, Paola Casti, Francesca Corsi, Lina Ghibelli, Corrado Di Natale, Eugenio Martinelli
A Camera Sensors-Based System to Study Drug Effects on In Vitro Motility: The Case of PC-3 Prostate Cancer Cells. Sensors 20 (5) (2020)
Vishal Gupta, Saurabh Khandelwal, Giulio Panunzi, Eugenio Martinelli, Said Hamdioui, Abusaleh M. Jabir, Marco Ottavi
Yield Estimation of a Memristive Sensor Array. IOLTS (2020)
Vishal Gupta, Danilo Pellegrini, Saurabh Khandelwal, Abusaleh M. Jabir, Shahar Kvatinsky, Eugenio Martinelli, Corrado Di Natale, Marco Ottavi
Sensing with Memristive Complementary Resistive Switch: Modelling and Simulations. DFT (2020)
Arianna Mencattini, Davide Di Giuseppe, Michele D'Orazio, Valeria Rizzuto, M. M. Mañú Pereira, Maria Colomba Comes, Maria José Lopez-Martinez, Josep Samitier, Eugenio Martinelli
A microfluidic device for shape measurement in red blood cells (RBCs). MeMeA (2020)
Pasquale Cascarano, Maria Colomba Comes, Arianna Mencattini, Maria Carla Parrini, Elena Loli Piccolomini, Eugenio Martinelli
Recursive Deep Prior Video: a Super Resolution algorithm for Time-Lapse Microscopy of organ-on-chip experiments. CoRR (2020)
Paola Casti, Arianna Mencattini, Joanna Filippi, Michele D'Orazio, Maria Colomba Comes, Davide Di Giuseppe, Eugenio Martinelli
A Personalized Assessment Platform for Non-invasive Monitoring of Pain. MeMeA (2020)
Marco Ottavi, Vishal Gupta, Saurabh Khandelwal, Shahar Kvatinsky, Jimson Mathew, Eugenio Martinelli, Abusaleh M. Jabir
The Missing Applications Found: Robust Design Techniques and Novel Uses of Memristors. IOLTS (2019)
Helder Cesar Rodigues de Oliveira, Arianna Mencattini, Paola Casti, Juliana H. Catani, Nestor de Barros, Adilson Gonzaga, Eugenio Martinelli, Marcelo Andrade da Costa Vieira
A cross-cutting approach for tracking architectural distortion locii on digital breast tomosynthesis slices. Biomed. Signal Process. Control. 50 (2019)
Alexandra Lianou, Arianna Mencattini, Alexandro Catini, Corrado Di Natale, George-John E. Nychas, Eugenio Martinelli, Efstathios Z. Panagou
Online Feature Selection for Robust Classification of the Microbiological Quality of Traditional Vanilla Cream by Means of Multispectral Imaging. Sensors 19 (19) (2019)
Gabriele Magna, Corrado Di Natale, Eugenio Martinelli
A Real time classification model for chemical sensor array based on bioinspired olfactory signal processing. ISOEN (2019)
Giuseppina Callari, Arianna Mencattini, Paola Casti, Maria Colomba Comes, Davide Di Giuseppe, Corrado Di Natale, Innocenzo Sammarco, Antonio Pietroiusti, Andrea Magrini, Giorgio Isidoro Lesci, Marco Luce, Antonio L. Cricenti, Eugenio Martinelli
The Influence of Uncertainty Contributions on Deep Learning Architectures in Vision-Based Evaluation Systems. IEEE Trans. Instrum. Meas. 68 (7) (2019)
Davide Di Giuseppe, Francesca Corsi, Arianna Mencattini, Maria Colomba Comes, Paola Casti, Corrado Di Natale, Lina Ghibelli, Eugenio Martinelli
Learning Cancer-Related Drug Efficacy Exploiting Consensus in Coordinated Motility Within Cell Clusters. IEEE Trans. Biomed. Eng. 66 (10) (2019)
Paola Casti, Arianna Mencattini, Maria Colomba Comes, Giuseppina Callari, Davide Di Giuseppe, Silvia Natoli, Mauro Dauri, Elena Daprati, Eugenio Martinelli
Calibration of Vision-Based Measurement of Pain Intensity With Multiple Expert Observers. IEEE Trans. Instrum. Meas. 68 (7) (2019)
Saurabh Khandelwal, Anu Bala, Vishal Gupta, Marco Ottavi, Eugenio Martinelli, Abusaleh M. Jabir
Fault Modeling and Simulation of Memristor based Gas Sensors. IOLTS (2019)
Shaoling Jing, Xia Mao, Lijiang Chen, Maria Colomba Comes, Arianna Mencattini, Grazia Raguso, Fabien Ringeval, Björn W. Schuller, Corrado Di Natale, Eugenio Martinelli
A closed-form solution to the graph total variation problem for continuous emotion profiling in noisy environment. Speech Commun. 104 (2018)
Danilo Pellegrini, Marco Ottavi, Eugenio Martinelli, Corrado Di Natale
Complementary Resistive Switch Sensing. DFT (2018)
Helder Cesar Rodigues de Oliveira, Arianna Mencattini, Paola Casti, Eugenio Martinelli, Corrado Di Natale, Juliana H. Catani, Nestor de Barros, Carlos F. E. Melo, Adilson Gonzaga, Marcelo Andrade da Costa Vieira
Reduction of false-positives in a CAD scheme for automated detection of architectural distortion in digital mammography. Medical Imaging: Computer-Aided Diagnosis (2018)
Arianna Mencattini, Paola Casti, Giuseppe Fazio, Lina Ghibelli, Marco Luce, Antonio L. Cricenti, Eugenio Martinelli, Corrado Di Natale
Uncertainty Evaluation of a VBM System for AFM Study of Cell-Cerium Oxide Nanoparticles Interactions. IEEE Trans. Instrum. Meas. 67 (7) (2018)
Paola Casti, Arianna Mencattini, Maria Colomba Comes, Eugenio Martinelli, Silvia Natoli, Mauro Dauri, Elena Daprati
A Multi-label Architecture for Vision-based Measurement of Intervals of Pain. MeMeA (2018)
Arianna Mencattini, Paola Casti, Davide Di Giuseppe, Giuseppina Callari, Marcello Salmeri, Stefano Bertazzoni, Eugenio Martinelli, Antonio L. Cricenti, Marco Luce, Innocenzo Sammarco, Antonio Pietroiusti, Andrea Magrini, Giorgio Isidoro Lesci, Luigi Ferrucci
A Deep Learning Strategy for Vision-Based Evaluation on the Effect of Nanoparticles Exposure. MeMeA (2018)
Adedotun Adeyemo, Abusaleh M. Jabir, Jimson Mathew, Eugenio Martinelli, Corrado Di Natale, Marco Ottavi
Reliable gas sensing with memristive array. IOLTS (2017)
Arianna Mencattini, Eugenio Martinelli, Fabien Ringeval, Björn W. Schuller, Corrado Di Natale
Continuous Estimation of Emotions in Speech by Dynamic Cooperative Speaker Models. IEEE Trans. Affect. Comput. 8 (3) (2017)
Gabriele Magna, Alexandro Catini, Raj Kumar, Massimo Palmacci, Eugenio Martinelli, Roberto Paolesse, Corrado Di Natale
Conductive Photo-Activated Porphyrin-ZnO Nanostructured Gas Sensor Array. Sensors 17 (4) (2017)
Arianna Mencattini, Paola Casti, Giuseppe Fazio, Eugenio Martinelli, Corrado Di Natale, Lina Ghibelli, Antonio L. Cricenti, Marco Luce
AFM-based robust image analysis to contrast reversal effects in cell-cerium oxide nanoparticles interactions. I2MTC (2017)
Paola Casti, Arianna Mencattini, Innocenzo Sammarco, Sowmya Velappa Jayaraman, Gabriele Magna, Antonio L. Cricenti, Marco Luce, Antonio Pietroiusti, Giorgio Isidoro Lesci, Luigi Ferrucci, Andrea Magrini, Eugenio Martinelli, Corrado Di Natale
Robust classification of biological samples in atomic force microscopy images via multiple filtering cooperation. Knowl. Based Syst. 133 (2017)
Paola Casti, Arianna Mencattini, Marcello H. Nogueira-Barbosa, Lucas Frighetto-Pereira, Paulo Mazzoncini de Azevedo Marques, Eugenio Martinelli, Corrado Di Natale
Cooperative strategy for a dynamic ensemble of classification models in clinical applications: the case of MRI vertebral compression fractures. Int. J. Comput. Assist. Radiol. Surg. 12 (11) (2017)
Paola Casti, Arianna Mencattini, Marcello Salmeri, Antonietta Ancona, M. Lorusso, Maria Luisa Pepe, Corrado Di Natale, Eugenio Martinelli
Towards localization of malignant sites of asymmetry across bilateral mammograms. Comput. Methods Programs Biomed. 140 (2017)
Gabriele Magna, Paola Casti, Sowmya Velappa Jayaraman, Marcello Salmeri, Arianna Mencattini, Eugenio Martinelli, Corrado Di Natale
Identification of mammography anomalies for breast cancer detection by an ensemble of classification models based on artificial immune system. Knowl. Based Syst. 101 (2016)
Nicola M. Zetola, Chawangwa Modongo, Keikantse Matlhagela, Enoch Sepako, Ogopotse Matsiri, Tsaone Tamuhla, Bontle Mbongwe, Eugenio Martinelli, Giorgio Sirugo, Roberto Paolesse, Corrado Di Natale
Identification of a Large Pool of Microorganisms with an Array of Porphyrin Based Gas Sensors. Sensors 16 (4) (2016)
Alexandro Catini, Raj Kumar, Rosamaria Capuano, Eugenio Martinelli, Roberto Paolesse, Corrado Di Natale
An Exploration of the Metal Dependent Selectivity of a Metalloporphyrins Coated Quartz Microbalances Array. Sensors 16 (10) (2016)
Arianna Mencattini, Eugenio Martinelli, Giovanni Costantini, Massimiliano Todisco, Barbara Basile, Marco Bozzali, Corrado Di Natale
Speech emotion recognition using amplitude modulation parameters and a combined feature selection procedure. Knowl. Based Syst. 63 (2014)
Eugenio Martinelli, Davide Polese, Francesca Dini, Roberto Paolesse, Daniel Filippini, Arnaldo D'Amico, Detlev Schild, Ingemar Lundström, Corrado Di Natale
Testing olfactory models with an artificial experimental platform. IJCNN (2010)
Saverio De Vito, Eugenio Martinelli, Raffaele Di Fuccio, Francesco Tortorella, Girolamo Di Francia, Arnaldo D'Amico, Corrado Di Natale
Artificial immune systems for Artificial Olfaction data analysis: Comparison between AIRS and ANN models. IJCNN (2010)
Alexander Vergara, Eugenio Martinelli, Eduard Llobet, Arnaldo D'Amico, Corrado Di Natale
Optimized Feature Extraction for Temperature-Modulated Gas Sensors. J. Sensors 2009 (2009)
Christian Falconi, Emiliano Zampetti, S. Pantalei, Eugenio Martinelli, Corrado Di Natale, Arnaldo D'Amico, Vincenzo Stornelli, Giuseppe Ferri
Temperature and flow velocity control for quartz crystal microbalances. ISCAS (2006)