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Publication search results
found 37 matches
- 2022
- Aldo Acevedo, Claudio Durán, Ming-Ju Kuo, Sara Ciucci, Michael Schroeder, Carlo Vittorio Cannistraci:
Measuring Group Separability in Geometrical Space for Evaluation of Pattern Recognition and Dimension Reduction Algorithms. IEEE Access 10: 22441-22471 (2022) - Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier:
Ensemble Learning for Multiple Sclerosis Disability Estimation Using Brain Structural Connectivity. Brain Connect. 12(5): 476-488 (2022) - Berardino Barile, Pooya Ashtari, Claudio Stamile, Aldo Marzullo, Frederik Maes, Françoise Durand-Dubief, Sabine Van Huffel, Dominique Sappey-Marinier:
Classification of multiple sclerosis clinical profiles using machine learning and grey matter connectome. Frontiers Robotics AI 9 (2022) - 2021
- Claudio Patricio Durán Cancino:
Sparse Similarity and Network Navigability for Markov Clustering Enhancement. Dresden University of Technology, Germany, 2021 - Claudio Durán, Alessandro Muscoloni, Carlo Vittorio Cannistraci:
Geometrical inspired pre-weighting enhances Markov clustering community detection in complex networks. Appl. Netw. Sci. 6(1): 29 (2021) - Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier:
Data augmentation using generative adversarial neural networks on brain structural connectivity in multiple sclerosis. Comput. Methods Programs Biomed. 206: 106113 (2021) - Yan Ge, Philipp Rosendahl, Claudio Durán, Nicole Töpfner, Sara Ciucci, Jochen R. Guck, Carlo Vittorio Cannistraci:
Cell Mechanics Based Computational Classification of Red Blood Cells Via Machine Intelligence Applied to Morpho-Rheological Markers. IEEE ACM Trans. Comput. Biol. Bioinform. 18(4): 1405-1415 (2021) - Francesco Calimeri, Francesco Cauteruccio, Luca Cinelli, Aldo Marzullo, Claudio Stamile, Giorgio Terracina, Françoise Durand-Dubief, Dominique Sappey-Marinier:
A Logic-Based Framework Leveraging Neural Networks for Studying the Evolution of Neurological Disorders. Theory Pract. Log. Program. 21(1): 80-124 (2021) - Roberto Gonzalez, Claudio Soriente, Juan Miguel Carrascosa, Alberto García-Durán, Costas Iordanou, Mathias Niepert:
User profiling by network observers. CoNEXT 2021: 212-222 - 2020
- Miguel Condorí, Federico Albesa, Fabiana Altobelli, Gonzalo Duran, Claudio Sorrentino:
Image processing for monitoring of the cured tobacco process in a bulk-curing stove. Comput. Electron. Agric. 168 (2020) - Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier:
Tensor Factorization of Brain Structural Graph for Unsupervised Classification in Multiple Sclerosis. ICPR 2020: 5052-5059 - Yan Ge, Philipp Rosendahl, Claudio Durán, Nicole Töpfner, Sara Ciucci, Jochen R. Guck, Carlo Vittorio Cannistraci:
Cell Mechanics Based Computational Classification of Red Blood Cells Via Machine Intelligence Applied to Morpho-Rheological Markers. CoRR abs/2003.00009 (2020) - 2019
- Aldo Marzullo, Gabriel Kocevar, Claudio Stamile, Francesco Calimeri, Giorgio Terracina, Françoise Durand-Dubief, Dominique Sappey-Marinier:
Prediction of Multiple Sclerosis Patient Disability from Structural Connectivity using Convolutional Neural Networks. EMBC 2019: 2087-2090 - Cruz Izu, Carsten Schulte, Ashish Aggarwal, Quintin I. Cutts, Rodrigo Duran, Mirela Gutica, Birte Heinemann, Eileen T. Kraemer, Violetta Lonati, Claudio Mirolo, Renske Weeda:
Program Comprehension: Identifying Learning Trajectories for Novice Programmers. ITiCSE 2019: 261-262 - Cruz Izu, Carsten Schulte, Ashish Aggarwal, Quintin I. Cutts, Rodrigo Duran, Mirela Gutica, Birte Heinemann, Eileen T. Kraemer, Violetta Lonati, Claudio Mirolo, Renske Weeda:
Fostering Program Comprehension in Novice Programmers - Learning Activities and Learning Trajectories. ITiCSE-WGR 2019: 27-52 - Francesco Calimeri, Francesco Cauteruccio, Luca Cinelli, Aldo Marzullo, Claudio Stamile, Giorgio Terracina, Françoise Durand-Dubief, Dominique Sappey-Marinier:
A Logic-Based Framework Leveraging Neural Networks for Studying the Evolution of Neurological Disorders. CoRR abs/1910.09472 (2019) - Claudio Durán, Aldo Acevedo, Sara Ciucci, Alessandro Muscoloni, Carlo V. Cannistraci:
Nonlinear Markov Clustering by Minimum Curvilinear Sparse Similarity. CoRR abs/1912.12211 (2019) - Aldo Acevedo, Sara Ciucci, Ming-Ju Kuo, Claudio Durán, Carlo V. Cannistraci:
Measuring group-separability in geometrical space for evaluation of pattern recognition and embedding algorithms. CoRR abs/1912.12418 (2019) - 2018
- Claudio Durán, Simone Daminelli, Josephine Maria Thomas, V. Joachim Haupt, Michael Schroeder, Carlo Vittorio Cannistraci:
Pioneering topological methods for network-based drug-target prediction by exploiting a brain-network self-organization theory. Briefings Bioinform. 19(6): 1183-1202 (2018) - 2017
- Adrian Ion-Margineanu, Gabriel Kocevar, Claudio Stamile, Diana Maria Sima, Françoise Durand-Dubief, Sabine Van Huffel, Dominique Sappey-Marinier:
A Comparison of Machine Learning Approaches for Classifying Multiple Sclerosis Courses Using MRSI and Brain Segmentations. ICANN (2) 2017: 643-651 - Manuel Cheminod, Luca Durante, Lucia Seno, Fulvio Valenza, Adriano Valenzano, Claudio Zunino:
Leveraging SDN to improve security in industrial networks. WFCS 2017: 1-7 - 2016
- Cristian Mattar, Andrés Santamaría-Artigas, Claudio Durán-Alarcón, Luis Enrique Olivera-Guerra, Rodrigo Fuster, Dager Borvarán:
The LAB-Net Soil Moisture Network: Application to Thermal Remote Sensing and Surface Energy Balance. Data 1(1): 6 (2016) - Giovanni Durando, Claudio Guglielmone:
Ultrasound physiotherapy devices: how to measure them. IEEE Instrum. Meas. Mag. 19(5): 15-48 (2016) - Manuel Cheminod, Luca Durante, Adriano Valenzano, Claudio Zunino:
Performance impact of commercial industrial firewalls on networked control systems. ETFA 2016: 1-8 - Manuel Cheminod, Luca Durante, Marcello Maggiora, Adriano Valenzano, Claudio Zunino:
Performance of Firewalls for Industrial Applications. ICS-CSR 2016 - 2015
- Claudio Stamile, Gabriel Kocevar, Salem Hannoun, Françoise Durand-Dubief, Dominique Sappey-Marinier:
A Graph Based Classification Method for Multiple Sclerosis Clinical Forms Using Support Vector Machine. MLMMI@ICML 2015: 57-64 - Luis Enrique Olivera-Guerra, Olivier Merlin, Cristian Mattar, Claudio Durán-Alarcón, Andrés Santamaría-Artigas, Vivien Stefan:
Combining meteorological and lysimeter data to evaluate energy and water fluxes over a row crop for remote sensing applications. IGARSS 2015: 4649-4651 - Andrés Santamaría-Artigas, Cristian Mattar, Jean-Pierre Wigneron, Luis Enrique Olivera-Guerra, Claudio Durán-Alarcón:
Calibration and evaluation of an optical-passive microwave approach to estimate soil moisture over several land cover types. IGARSS 2015: 1992-1995 - Claudio Stamile, Gabriel Kocevar, François Cotton, Salem Hannoun, Françoise Durand-Dubief, Carole Frindel, David Rousseau, Dominique Sappey-Marinier:
A longitudinal model for variations detection in white matter fiber-bundles. IWSSIP 2015: 57-60 - Giovanni Durando, Claudio Guglielmone, Maria Vittoria Actis, Giuseppe Massazza:
Characterization of therapeutic ultrasound devices for rehabilitation and physical medicine. MeMeA 2015: 422-425
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