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ORCIDMarta Cimitile
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- affiliation: Unitelma Sapienza University, Rome, Italy
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2020 – today
- 2023
[j24]Pia Addabbo
, Mario Luca Bernardi, Filippo Biondi, Marta Cimitile, Carmine Clemente, Nicomino Fiscante, Gaetano Giunta, Danilo Orlando, Linjie Yan:
Super-Resolution of Synthetic Aperture Radar Complex Data by Deep-Learning. IEEE Access 11: 23647-23658 (2023)- [j23]Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Debora Montano:
Forecasting technical debt evolution in software systems: an empirical study. Frontiers Comput. Sci. 17(3): 173210 (2023) - [j22]Mario Luca Bernardi, Marta Cimitile, Fabrizio Maria Maggi:
Data-aware process discovery for malware detection: an empirical study. Mach. Learn. 112(4): 1171-1199 (2023) - [c72]Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Debora Montano:
An Empirical Study on the Relationship Between the Co-Occurrence of Design Smell and Refactoring Activities. ENASE 2023: 742-749 - [e2]Giovanni Fulantelli, Daniel Burgos, Gabriella Casalino, Marta Cimitile, Giosuè Lo Bosco, Davide Taibi:
Higher Education Learning Methodologies and Technologies Online - 4th International Conference, HELMeTO 2022, Palermo, Italy, September 21-23, 2022, Revised Selected Papers. Communications in Computer and Information Science 1779, Springer 2023, ISBN 978-3-031-29799-1 [contents] - 2022
- [j21]Pasquale Ardimento, Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino:
Using deep temporal convolutional networks to just-in-time forecast technical debt principal. J. Syst. Softw. 194: 111481 (2022) - [j20]Lerina Aversano, Mario Luca Bernardi, Marta Cimitile:
Water stress classification using Convolutional Deep Neural Networks. J. Univers. Comput. Sci. 28(3): 311-328 (2022) - [j19]Pasquale Ardimento, Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino:
Just-in-time software defect prediction using deep temporal convolutional networks. Neural Comput. Appl. 34(5): 3981-4001 (2022) - [c71]Lerina Aversano, Mario Luca Bernardi, Vincenzo Calgano, Marta Cimitile, Concetta Esposito, Martina Iammarino, Marco Pisco, Sara Spaziani, Chiara Verdone:
Using Machine Learning for Classification of Cancer Cells from Raman Spectroscopy. DeLTA 2022: 15-24 - [c70]Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Pietro Ducange, Michela Fazzolari, Riccardo Pecori:
An Explainable and Evolving Car Driver Identification System based on Decision Trees. EAIS 2022: 1-8 - [c69]Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Debora Montano, Chiara Verdone:
Using Machine Learning for early prediction of Heart Disease. EAIS 2022: 1-8 - [c68]Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Debora Montano, Chiara Verdone:
A Machine Learning approach for Early Detection of Parkinson's Disease Using acoustic traces. EAIS 2022: 1-8 - [c67]Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Debora Montano, Chiara Verdone:
An Empirical Study to Predict Student Performance Using Information of the Virtual Learning Environment. HELMeTO 2022: 536-547 - [c66]Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Debora Montano:
Is There Any Correlation between Refactoring and Design Smell Occurrence? ICSOFT 2022: 129-136 - [c65]Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Chiara Verdone:
Early Detection of Parkinson's Disease using Spiral Test and Echo State Networks. IJCNN 2022: 1-8 - [c64]Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Chiara Verdone:
An enhanced UNet variant for Effective Lung Cancer Detection. IJCNN 2022: 1-8 - [c63]Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino:
Technical Debt Forecasting from Source Code Using Temporal Convolutional Networks. PROFES 2022: 581-591 - [c62]Pasquale Ardimento, Lerina Aversano, Mario Luca Bernardi, Marta Cimitile:
Design patterns mining using neural sub-graph matching. SAC 2022: 1545-1553 - 2021
- [j18]Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Riccardo Pecori:
A systematic review on Deep Learning approaches for IoT security. Comput. Sci. Rev. 40: 100389 (2021) - [j17]Pasquale Ardimento, Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino:
Temporal convolutional networks for just-in-time design smells prediction using fine-grained software metrics. Neurocomputing 463: 454-471 (2021) - [j16]Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Riccardo Pecori:
Continuous authentication using deep neural networks ensemble on keystroke dynamics. PeerJ Comput. Sci. 7: e525 (2021) - [j15]Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Riccardo Pecori:
Deep neural networks ensemble to detect COVID-19 from CT scans. Pattern Recognit. 120: 108135 (2021) - [j14]Pia Addabbo, Mario Luca Bernardi, Filippo Biondi, Marta Cimitile, Carmine Clemente, Danilo Orlando:
Temporal Convolutional Neural Networks for Radar Micro-Doppler Based Gait Recognition. Sensors 21(2): 381 (2021) - [c61]Gionatan Gallo, Mario Luca Bernardi, Marta Cimitile, Pietro Ducange:
An Explainable Approach for Car Driver Identification. FUZZ-IEEE 2021: 1-7 - [c60]Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Riccardo Pecori:
Anomaly Detection of actual IoT traffic flows through Deep Learning. ICMLA 2021: 1736-1741 - [c59]Pasquale Ardimento, Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino:
Transfer Learning for Just-in-Time Design Smells Prediction using Temporal Convolutional Networks. ICSOFT 2021: 310-317 - [c58]Pasquale Ardimento, Lerina Aversano, Mario Luca Bernardi, Marta Cimitile:
Deep Neural Networks Ensemble for Lung Nodule Detection on Chest CT Scans. IJCNN 2021: 1-8 - [c57]Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino:
Technical Debt predictive model through Temporal Convolutional Network. IJCNN 2021: 1-8 - [c56]Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Paolo Emidio Macchia, Immacolata Cristina Nettore, Chiara Verdone:
Thyroid Disease Treatment prediction with machine learning approaches. KES 2021: 1031-1040 - 2020
- [j13]Antonio Angrisano, Mario Luca Bernardi, Marta Cimitile, Salvatore Gaglione, Mario Vultaggio:
Identification of Walker Identity Using Smartphone Sensors: An Experiment Using Ensemble Learning. IEEE Access 8: 27435-27447 (2020) - [j12]Pasquale Ardimento, Mario Luca Bernardi, Marta Cimitile:
Software Analytics to Support Students in Object-Oriented Programming Tasks: An Empirical Study. IEEE Access 8: 132171-132187 (2020) - [j11]Pasquale Ardimento, Mario Luca Bernardi, Marta Cimitile, Giuseppe De Ruvo:
Reusing Bugged Source Code to Support Novice Programmers in Debugging Tasks. ACM Trans. Comput. Educ. 20(1): 2:1-2:24 (2020) - [c55]Pasquale Ardimento, Mario Luca Bernardi, Marta Cimitile:
Malware Phylogeny Analysis using Data-Aware Declarative Process Mining. EAIS 2020: 1-8 - [c54]Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Riccardo Pecori:
Fuzzy Neural Networks to Detect Parkinson Disease. FUZZ-IEEE 2020: 1-8 - [c53]Pasquale Ardimento, Mario Luca Bernardi, Marta Cimitile:
Towards automatic assessment of object-oriented programs. ICSE (Companion Volume) 2020: 276-277 - [c52]Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Kateryna Romanyuk:
Investigating on the Relationships between Design Smells Removals and Refactorings. ICSOFT 2020: 212-219 - [c51]Pasquale Ardimento, Lerina Aversano, Mario Luca Bernardi, Marta Cimitile:
Temporal Convolutional Networks for Just-in-Time Software Defect Prediction. ICSOFT 2020: 384-393 - [c50]Pasquale Ardimento, Lerina Aversano, Mario Luca Bernardi, Marta Cimitile:
Data-Aware Declarative Process Mining for Malware Detection. IJCNN 2020: 1-8 - [c49]Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Riccardo Pecori:
Early Detection of Parkinson Disease using Deep Neural Networks on Gait Dynamics. IJCNN 2020: 1-8 - [c48]Martina Iammarino, Lerina Aversano, Mario Luca Bernardi, Marta Cimitile:
A Topic Modeling Approach To Evaluate The Comments Consistency To Source Code. IJCNN 2020: 1-8 - [p1]Antonio Angrisano, Pasquale Ardimento, Mario Luca Bernardi, Marta Cimitile, Salvatore Gaglione:
A Machine Learning Approach for Walker Identification Using Smartphone Sensors. Complex Pattern Mining 2020: 229-247
2010 – 2019
- 2019
- [j10]Mario Luca Bernardi, Marta Cimitile, Damiano Distante, Fabio Martinelli, Francesco Mercaldo:
Dynamic malware detection and phylogeny analysis using process mining. Int. J. Inf. Sec. 18(3): 257-284 (2019) - [c47]Pasquale Ardimento, Mario Luca Bernardi, Marta Cimitile, Giuseppe De Ruvo:
Learning analytics to improve coding abilities: a fuzzy-based process mining approach. FUZZ-IEEE 2019: 1-7 - [c46]Pasquale Ardimento, Mario Luca Bernardi, Marta Cimitile:
On the Students' Misconceptions in Object-Oriented Language Constructs. HELMeTO 2019: 97-112 - [c45]Mario Luca Bernardi, Marta Cimitile, Fabio Martinelli, Francesco Mercaldo:
Keystroke Analysis for User Identification using Deep Neural Networks. IJCNN 2019: 1-8 - [c44]Pasquale Ardimento, Mario Luca Bernardi, Marta Cimitile, Fabrizio Maria Maggi:
Evaluating coding behavior in software development processes: a process mining approach. ICSSP 2019: 84-93 - [c43]Pasquale Ardimento, Mario Luca Bernardi, Marta Cimitile, Giuseppe De Ruvo:
Mining Developer's Behavior from Web-Based IDE Logs. WETICE 2019: 277-282 - [e1]Daniel Burgos, Marta Cimitile, Pietro Ducange, Riccardo Pecori, Pietro Picerno, Paolo Raviolo, Christian M. Stracke:
Higher Education Learning Methodologies and Technologies Online - First International Workshop, HELMeTO 2019, Novedrate, CO, Italy, June 6-7, 2019, Revised Selected Papers. Communications in Computer and Information Science 1091, Springer 2019, ISBN 978-3-030-31283-1 [contents] - 2018
- [j9]Mario Luca Bernardi, Marta Cimitile, Francesco Mercaldo:
Cross-Organisational Process Mining in Cloud Environments. J. Inf. Knowl. Manag. 17(2): 1850014:1-1850014:27 (2018) - [c42]Giovanni Acampora, Mario Luca Bernardi, Marta Cimitile, Genoveffa Tortora, Autilia Vitiello:
A Fuzzy Clustering-based Approach to study Malware Phylogeny. FUZZ-IEEE 2018: 1-8 - [c41]Mario Luca Bernardi, Marta Cimitile, Fabio Martinelli, Francesco Mercaldo:
An Ensemble Fuzzy Logic Approach to Game Bot Detection through Behavioural Features. FUZZ-IEEE 2018: 1-9 - [c40]Pasquale Ardimento, Mario Luca Bernardi, Marta Cimitile:
A Multi-source Machine Learning Approach to Predict Defect Prone Components. ICSOFT 2018: 306-313 - [c39]Mario Luca Bernardi, Marta Cimitile, Fabio Martinelli, Francesco Mercaldo:
Driver Identification: a Time Series Classification Approach. IJCNN 2018: 1-7 - 2017
- [c38]Giovanni Acampora, Mario Luca Bernardi, Marta Cimitile, Genoveffa Tortora, Autilia Vitiello:
A fuzzy-based autoscaling approach for process centered cloud systems. FUZZ-IEEE 2017: 1-8 - [c37]Mario Luca Bernardi, Marta Cimitile, Fabio Martinelli, Francesco Mercaldo:
A fuzzy-based process mining approach for dynamic malware detection. FUZZ-IEEE 2017: 1-8 - [c36]Mario Luca Bernardi, Marta Cimitile, Fabio Martinelli, Francesco Mercaldo:
Game Bot Detection in Online Role Player Game through Behavioural Features. ICSOFT 2017: 50-60 - [c35]Mario Luca Bernardi, Marta Cimitile, Fabio Martinelli, Francesco Mercaldo:
A Machine Learning Approach for Game Bot Detection Through Behavioural Features. ICSOFT (Selected Papers) 2017: 114-134 - [c34]Mario Luca Bernardi, Marta Cimitile, Fabio Martinelli, Francesco Mercaldo:
A time series classification approach to game bot detection. WIMS 2017: 6:1-6:11 - 2016
- [j8]Mario Luca Bernardi, Marta Cimitile, Chiara Di Francescomarino, Fabrizio Maria Maggi:
Do activity lifecycles affect the validity of a business rule in a business process? Inf. Syst. 62: 42-59 (2016) - [j7]Mario Luca Bernardi, Marta Cimitile, Giuseppe A. Di Lucca:
Mining static and dynamic crosscutting concerns: a role-based approach. J. Softw. Evol. Process. 28(5): 306-339 (2016) - [c33]Mario Luca Bernardi, Marta Cimitile, Francesco Mercaldo:
Process Mining Meets Malware Evolution: A Study of the Behavior of Malicious Code. CANDAR 2016: 616-622 - [c32]Mario Luca Bernardi, Marta Cimitile:
Reducing Static Dependences Exploiting a Declarative Design Patterns Framework. ICSOFT-PT 2016: 154-160 - [c31]Mario Luca Bernardi, Marta Cimitile, Damiano Distante, Francesco Mercaldo:
A constraint-driven approach for dynamic malware detection. PST 2016: 512-519 - [c30]Mario Luca Bernardi, Marta Cimitile, Fabrizio Maria Maggi:
Automated development of constraint-driven web applications. SAC 2016: 1196-1203 - 2015
- [j6]Andrea Burattin, Marta Cimitile, Fabrizio Maria Maggi, Alessandro Sperduti:
Online Discovery of Declarative Process Models from Event Streams. IEEE Trans. Serv. Comput. 8(6): 833-846 (2015) - [c29]Claudio Di Ciccio, Mario Luca Bernardi, Marta Cimitile, Fabrizio Maria Maggi:
Generating Event Logs Through the Simulation of Declare Models. EOMAS@CAiSE 2015: 20-36 - [c28]Mario Luca Bernardi, Marta Cimitile, Giuseppe De Ruvo, Giuseppe A. Di Lucca, Antonella Santone:
Improving Design Patterns Finder Precision Using a Model Checking Approach. CAiSE Forum 2015: 113-120 - [c27]Mario Luca Bernardi, Marta Cimitile, Giuseppe De Ruvo, Giuseppe A. Di Lucca, Antonella Santone:
Model Checking to Improve Precision of Design Pattern Instances Identification in OO Systems. ICSOFT-PT 2015: 53-63 - [c26]Mario Luca Bernardi, Marta Cimitile, Giuseppe De Ruvo, Giuseppe A. Di Lucca, Antonella Santone:
Integrating Model Driven and Model Checking to Mine Design Patterns. ICSOFT (Selected Papers) 2015: 99-117 - 2014
- [j5]Gerardo Canfora, Luigi Cerulo, Marta Cimitile, Massimiliano Di Penta:
How changes affect software entropy: an empirical study. Empir. Softw. Eng. 19(1): 1-38 (2014) - [j4]Mario Luca Bernardi, Marta Cimitile, Giuseppe A. Di Lucca:
Design pattern detection using a DSL-driven graph matching approach. J. Softw. Evol. Process. 26(12): 1233-1266 (2014) - [c25]Andrea Burattin, Marta Cimitile, Fabrizio Maria Maggi:
Lights, Camera, Action! Business Process Movies for Online Process Discovery. Business Process Management Workshops 2014: 408-419 - [c24]Mario Luca Bernardi, Marta Cimitile, Fabrizio Maria Maggi:
Discovering cross-organizational business rules from the cloud. CIDM 2014: 389-396 - [c23]Mario Luca Bernardi, Marta Cimitile, Chiara Di Francescomarino, Fabrizio Maria Maggi:
Using Discriminative Rule Mining to Discover Declarative Process Models with Non-atomic Activities. RuleML 2014: 281-295 - [c22]Mario Luca Bernardi, Marta Cimitile, Giuseppe A. Di Lucca:
Declarative design pattern-based development using aspect oriented programming. SAC 2014: 1625-1630 - 2013
- [j3]Mario Luca Bernardi, Marta Cimitile, Damiano Distante:
Web applications design recovery and evolution with RE-UWA. J. Softw. Evol. Process. 25(8): 789-814 (2013) - [c21]Mario Luca Bernardi, Marta Cimitile, Fabrizio Maria Maggi:
Process Lines for Automatic Workflow Development. ICSOFT 2013: 41-49 - [c20]Mario Luca Bernardi, Marta Cimitile, Giuseppe A. Di Lucca:
An Aspect Oriented Framework for Flexible Design Pattern-based Development. ICSOFT 2013: 528-535 - [c19]Fabrizio Maria Maggi, Andrea Burattin, Marta Cimitile, Alessandro Sperduti:
Online Process Discovery to Detect Concept Drifts in LTL-Based Declarative Process Models. OTM Conferences 2013: 94-111 - [c18]Pasquale Ardimento, Marta Cimitile, Giuseppe Visaggio:
Distributed Software Development with Knowledge Experience Packages. OTM Workshops 2013: 263-273 - [c17]Mario Luca Bernardi, Marta Cimitile, Giuseppe Antonio Di Lucca:
A model-driven graph-matching approach for design pattern detection. WCRE 2013: 172-181 - [c16]Mario Luca Bernardi, Giuseppe A. Di Lucca, Damiano Distante, Marta Cimitile:
Model driven evolution of web applications. WSE 2013: 45-50 - 2012
- [c15]Marta Cimitile, Matteo Gaeta, Vincenzo Loia:
An ontological multi-criteria optimization system for Workforce Management. IEEE Congress on Evolutionary Computation 2012: 1-7 - [c14]Mario Luca Bernardi, Marta Cimitile, Giuseppe A. Di Lucca, Fabrizio Maria Maggi:
Using Declarative Workflow Languages to Develop Process-Centric Web Applications. EDOC Workshops 2012: 56-65 - [c13]Marta Cimitile, Matteo Gaeta, Vincenzo Loia:
An ontological multi-criteria optimization system for Workforce Management. FUZZ-IEEE 2012: 1-7 - [c12]Mario Luca Bernardi, Marta Cimitile, Fabrizio Maria Maggi:
Model Driven Development of Process-centric Web Applications. ICSOFT 2012: 340-346 - [c11]Mario Luca Bernardi, Marta Cimitile, Giuseppe A. Di Lucca, Fabrizio Maria Maggi:
M3D: a tool for the model driven development of web applications. WIDM 2012: 73-80 - [c10]Mario Luca Bernardi, Marta Cimitile, Giuseppe A. Di Lucca, Fabrizio Maria Maggi:
Development of flexible process-centric web applications: An integrated model driven approach. WSE 2012: 67-71 - 2011
- [c9]Marta Cimitile, Michele Risi, Genoveffa Tortora:
Automatic Generation of Multi Platform Web Map Mobile Applications. DMS 2011: 84-89 - [c8]Gerardo Canfora, Luigi Cerulo, Marta Cimitile, Massimiliano Di Penta:
Social interactions around cross-system bug fixings: the case of FreeBSD and OpenBSD. MSR 2011: 143-152 - 2010
- [c7]Mario Luca Bernardi, Marta Cimitile, Damiano Distante, Francesco Mazzone:
Web applications design evolution with UWA. WSE 2010: 3-12
2000 – 2009
- 2009
- [j2]Pasquale Ardimento, Maria Teresa Baldassarre, Marta Cimitile, Giuseppe Visaggio:
Empirical Validation of Knowledge Packages as Facilitators for Knowledge Transfer. J. Inf. Knowl. Manag. 8(3): 229-240 (2009) - [c6]Marta Cimitile, Fabrizio Maria Maggi, Gemma Mastelloni, Giuseppe Visaggio:
Tacit Suggestions Extraction Process for Consumer-Oriented Services. ICDS 2009: 161-167 - [c5]Nicola Boffoli, Marta Cimitile, Fabrizio Maria Maggi:
Managing Business Process Flexibility and Reuse through Business Process Lines. ICSOFT (2) 2009: 61-68 - 2008
- [j1]Pasquale Ardimento, Danilo Caivano, Marta Cimitile, Giuseppe Visaggio:
Empirical Investigation of the Efficacy and Efficiency of Tools for Transferring Software Engineering Knowledge. J. Inf. Knowl. Manag. 7(3): 197-207 (2008) - [c4]Pasquale Ardimento, Danilo Caivano, Maria Teresa Baldassarre, Marta Cimitile, Giuseppe Visaggio:
Controlled Experiment on Search Engine Knowledge Extraction Capabilities. ICSOFT (PL/DPS/KE) 2008: 388-395 - [c3]Pasquale Ardimento, Marta Cimitile:
An Empirical Study on Software Engineering Knowledge/Experience Packages. PROFES 2008: 289-303 - 2007
- [c2]Pasquale Ardimento, Maria Teresa Baldassarre, Marta Cimitile, Giuseppe Visaggio:
Empirical Validation on Knowledge Packaging Supporting Knowledge Transfer. ICSOFT (PL/DPS/KE/MUSE) 2007: 212-218 - [c1]Pasquale Ardimento, Maria Teresa Baldassarre, Marta Cimitile, Giuseppe Visaggio:
Empirical Experimentation for Validating the Usability of Knowledge Packages in Transferring Innovations. ICSOFT/ENASE (Selected Papers) 2007: 357-370
Coauthor Index
[j24] [j23] [j22] [c72] [j21] [j20] [j19] [c71] [c70] [c69] [c68] [c67] [c66] [c65] [c64] [c63] [c62] [j18] [j17] [j16] [j15] [j14] [c61] [c60] [c59] [c58] [c57] [c56] [j13] [j12] [j11] [c55] [c54] [c53] [c52] [c51] [c50] [c49] [c48] [p1] [j10] [c47] [c46] [c45] [c44] [c43] [j9] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [j8] [j7] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [j4] [c24] [c23] [c22] [j3] [c21] [c20] [c17] [c16] [c14] [c12] [c11] [c10] [c7]
Giuseppe A. Di Lucca
aka: Giuseppe Antonio Di Lucca
aka: Giuseppe Antonio Di Lucca
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