Marco Piangerelli

30 papers A* 1Journal 17Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A systematic literature review of spatio-temporal graph neural network models for time series forecasting and classification. Neural Networks Flavio Corradini, Flavio Gerosa, Marco Gori, Carlo Lucheroni, Marco Piangerelli, Martina Zannotti
2026	J	`jnl`	COunterfactual Reasoning for Temporal EXplanations: Plausible and Robust Explanations for EEG-Based Seizure Detection. Trans. Mach. Learn. Res. Martina Zannotti, Bardh Prenkaj, Marco Piangerelli, Flavio Corradini, Gjergji Kasneci
2025	J	`jnl`	A Framework for Rapidly Prototyping Data Mining Pipelines. Big Data Cogn. Comput. Flavio Corradini, Luca Mozzoni, Marco Piangerelli, Barbara Re, Lorenzo Rossi
2025	J	`jnl`	COVID-19 Severity Classification Using Hybrid Feature Extraction: Integrating Persistent Homology, Convolutional Neural Networks and Vision Transformers. Big Data Cogn. Comput. Redet Assefa, Adane Letta Mamuye, Marco Piangerelli
2025	—	`ed.`	Discovering Drift Phenomena in Evolving Landscapes - First International Workshop, DELTA 2024, Barcelona, Spain, August 26, 2024, Proceedings DELTA Marco Piangerelli, Bardh Prenkaj, Ylenia Rotalinti, Ananya Joshi, Giovanni Stilo
2025	J	`jnl`	Explainability and Interpretability in Concept and Data Drift: A Systematic Literature Review. Algorithms Daniele Pelosi, Diletta Cacciagrano, Marco Piangerelli
2025	J	`jnl`	Multimodal contextual transformer augmented fusion for emotion recognition. Appl. Intell. Wesagn Dawit Chemma, Adane Letta Mamuye, Marco Piangerelli
2025	J	`jnl`	Online clustering with interpretable drift adaptation to mixed features. Intell. Syst. Appl. Flavio Corradini, Vincenzo Nucci, Marco Piangerelli, Barbara Re
2025	—	`conf`	ReACMe: Repetition Aware Clustering Methodology for Business Process Log Collections. BIR Caterina Luciani, Luigi Bucchicchio, Andrea Morichetta, Marco Piangerelli, Andrea Polini
2025	J	`jnl`	State of the Art and Future Directions of Small Language Models: A Systematic Review. Big Data Cogn. Comput. Flavio Corradini, Matteo Leonesi, Marco Piangerelli
2024	J	`jnl`	A Systematic Literature Review of Spatio-Temporal Graph Neural Network Models for Time Series Forecasting and Classification. CoRR Flavio Corradini, Marco Gori, Carlo Lucheroni, Marco Piangerelli, Martina Zannotti
2024	J	`jnl`	BRYT: Automated keyword extraction for open datasets. Intell. Syst. Appl. Umair Ahmed, Charalampos Alexopoulos, Marco Piangerelli, Andrea Polini
2024	A*	`conf`	Workshop on Discovering Drift Phenomena in Evolving Data Landscape (DELTA). KDD Marco Piangerelli, Bardh Prenkaj, Ylenia Rotalinti, Ananya Joshi, Giovanni Stilo
2023	—	`conf`	Managing Variability of Large Public Administration Event Log Collections: Dealing with Concept Drift. BIR Flavio Corradini, Caterina Luciani, Andrea Morichetta, Marco Piangerelli
2023	J	`jnl`	SPECTRE: a deep learning network for posture recognition in manufacturing. J. Intell. Manuf. Marianna Ciccarelli, Flavio Corradini, Michele Germani, Giacomo Menchi, Leonardo Mostarda, Alessandra Papetti, Marco Piangerelli
2023	—	`conf`	Sensorless Predictive Maintenance: An Example on a 'Not 4.0' Coffee Machine Production Process. AINA (3) Diletta Cacciagrano, Flavio Corradini, Marco Piangerelli
2022	—	`conf`	Label-independent feature engineering-based clustering in Public Administration Event Logs (short paper). EGOV-CeDEM-ePart-* Flavio Corradini, Caterina Luciani, Andrea Morichetta, Marco Piangerelli, Andrea Polini
2022	J	`jnl`	REPTILE: A Proactive Real-Time Deep Reinforcement Learning Self-adaptive Framework. CoRR Flavio Corradini, Michele Loreti, Marco Piangerelli, Giacomo Rocchetti
2021	—	`conf`	TLV-diss EGOV Flavio Corradini, Caterina Luciani, Andrea Morichetta, Marco Piangerelli, Andrea Polini
2020	J	`jnl`	Machine learning models predicting multidrug resistant urinary tract infections using "DsaaS". BMC Bioinform. Alessio Mancini, Leonardo Vito, Elisa Marcelli, Marco Piangerelli, Renato De Leone, Sandra Pucciarelli, Emanuela Merelli
2019	—	`conf`	A Persistent Entropy Automaton for the Dow Jones Stock Market. FSEN Marco Piangerelli, Luca Tesei, Emanuela Merelli
2019	J	`jnl`	BinarySDG: binary sensor data generation with R. CoRR Marco Piangerelli, Giacomo Rocchetti, Alessandro Liscio, Renato De Leone
2019	—	`conf`	Stationary Wavelet Transform for Automatic Epileptic Seizure Detection. ICT4DA Gebremichael Shiferaw, Adane Letta Mamuye, Marco Piangerelli
2018	J	`jnl`	Big Data: Business, Technology, Education, and Science: Big Data (Ubiquity symposium). Ubiquity Jeffrey H. Johnson, Luca Tesei, Marco Piangerelli, Emanuela Merelli, Riccardo Paci, Nenad Stojanovic, Paulo Leitão, José Barbosa, Marco Amador
2016	J	`jnl`	A topological approach for multivariate time series characterization: the epileptic brain. EAI Endorsed Trans. Self Adapt. Syst. Emanuela Merelli, Marco Piangerelli, Matteo Rucco, Daniele Toller
2016	—	`conf`	Survey of TOPDRIM Applications of Topological Data Analysis. KDWeb Emanuela Merelli, Matteo Rucco, Luca Tesei, Marco Piangerelli, Adane Letta Mamuye, Michela Quadrini
2016	J	`jnl`	Topological classifier for detecting the emergence of epileptic seizures. CoRR Marco Piangerelli, Matteo Rucco, Emanuela Merelli
2015	—	`conf`	A topological approach for multivariate time series characterization: the epileptic brain. BICT Emanuela Merelli, Marco Piangerelli, Matteo Rucco, Daniele Toller
2014	—	`conf`	CyberBrain - A Preliminary Experience on Non Human Primate. NEUROTECHNIX Marco Piangerelli, Antonino Paris, Pantaleo Romanelli
2014	—	`conf`	RNN-based Model for Self-adaptive Systems - The Emergence of Epilepsy in the Human Brain. IJCCI (NCTA) Emanuela Merelli, Marco Piangerelli