Peer-reviewed journal and conference papers in reverse chronological order. The complete record is on Google Scholar and ORCID.
My primary research field is unsupervised learning and data science, particularly for the dynamics of complex systems. I work on clustering, anomaly detection and drift adaptation for time series, using topological methods (topological data analysis) alongside deep learning, with applications in medicine, biology and manufacturing.
@article{cacciagrano2026ucr,title={Evaluating univariate time series anomaly detection: Results and practical guidelines from the {UCR} Anomaly Archive},author={Cacciagrano, Diletta and Corradini, Flavio and Mehmeti, Avdil and Piangerelli, Marco and Zannotti, Martina},journal={Intelligent Systems with Applications},pages={200717},year={2026},doi={10.1016/j.iswa.2026.200717},}
Front. Bioinform.
Entropy-driven machine learning for deciphering mRNA rearrangement by splicing in complex microorganisms
Alessio Mancini, Emanuela Merelli, Marco Piangerelli, Sandra Pucciarelli, and Leonardo Vito
@article{mancini2026entropy,title={Entropy-driven machine learning for deciphering {mRNA} rearrangement by splicing in complex microorganisms},author={Mancini, Alessio and Merelli, Emanuela and Piangerelli, Marco and Pucciarelli, Sandra and Vito, Leonardo},journal={Frontiers in Bioinformatics},volume={6},pages={1889469},year={2026},doi={10.3389/fbinf.2026.1889469},}
Sensors
Controlled Evaluation of Hybrid Multi-Face Recognition Pipelines for Real-Time Occluded-Face Recognition on Edge Devices
Shkëmb Abdullahu, Arbana Kadriu, and Marco Piangerelli
@article{abdullahu2026controlled,title={Controlled Evaluation of Hybrid Multi-Face Recognition Pipelines for Real-Time Occluded-Face Recognition on Edge Devices},author={Abdullahu, Shkëmb and Kadriu, Arbana and Piangerelli, Marco},journal={Sensors},year={2026},doi={10.3390/s26134069},}
TMLR
COunterfactual Reasoning for Temporal EXplanations: Plausible and Robust Explanations for EEG-Based Seizure Detection
M. Zannotti, B. Prenkaj, M. Piangerelli, F. Corradini, and G. Kasneci
@article{zannotti2026cortex,title={{COunterfactual Reasoning for Temporal EXplanations}: Plausible and Robust Explanations for {EEG}-Based Seizure Detection},author={Zannotti, M. and Prenkaj, B. and Piangerelli, M. and Corradini, F. and Kasneci, G.},journal={Transactions on Machine Learning Research},year={2026},}
ICIIE
Comparative Evaluation of Real-Time Multi-Face Recognition Pipelines on a Custom Dataset for IoT Deployment
Shkëmb Abdullahu, Arbana Kadriu, and Marco Piangerelli
In International Conference on Industrial and Intelligent Engineering (ICIIE), 2026
@inproceedings{abdullahu2026comparative,title={Comparative Evaluation of Real-Time Multi-Face Recognition Pipelines on a Custom Dataset for {IoT} Deployment},author={Abdullahu, Shkëmb and Kadriu, Arbana and Piangerelli, Marco},booktitle={International Conference on Industrial and Intelligent Engineering (ICIIE)},year={2026},doi={10.1109/iciice69672.2026.11565259},}
ACDSA
Real-Time Performance of Hybrid Multi-Face Recognition Systems for IoT Devices Using Different CNN Architectures
Shkëmb Abdullahu, Arbana Kadriu, and Marco Piangerelli
In International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA), 2026
@inproceedings{abdullahu2026realtime,title={Real-Time Performance of Hybrid Multi-Face Recognition Systems for {IoT} Devices Using Different {CNN} Architectures},author={Abdullahu, Shkëmb and Kadriu, Arbana and Piangerelli, Marco},booktitle={International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA)},year={2026},doi={10.1109/acdsa67686.2026.11467903},}
AINA
AI for Movement Evaluation in Rehabilitation: Review, Challenges, and Future Directions
Erëza Abdullahu, Diletta Romana Cacciagrano, Leonardo Mostarda, and Marco Piangerelli
In International Conference on Advanced Information Networking and Applications (AINA 2026), Lecture Notes on Data Engineering and Communications Technologies, 2026
@inproceedings{abdullahu2025aina,title={{AI} for Movement Evaluation in Rehabilitation: Review, Challenges, and Future Directions},author={Abdullahu, Erëza and Cacciagrano, Diletta Romana and Mostarda, Leonardo and Piangerelli, Marco},booktitle={International Conference on Advanced Information Networking and Applications (AINA 2026), Lecture Notes on Data Engineering and Communications Technologies},publisher={Springer},year={2026},doi={10.1007/978-3-032-23341-7_12},}
2025
Appl. Intell.
Multimodal contextual transformer augmented fusion for emotion recognition
Wesagn Dawit Chemma, Adane Letta Mamuye, and Marco Piangerelli
@article{piangerelli2025condition,title={Condition monitoring for pattern recognition in manufacturing},author={Piangerelli, Marco and Nucci, Vincenzo and Corradini, Flavio and Giulioni, Luca and Re, Barbara},journal={Machine Learning with Applications},pages={100787},year={2025},doi={10.1016/j.mlwa.2025.100787},}
Neural Netw.
A systematic literature review of spatio-temporal graph neural network models for time series forecasting and classification
Flavio Corradini, Flavio Gerosa, Marco Gori, Carlo Lucheroni, Marco Piangerelli, and Martina Zannotti
@article{corradini2025stgnn,title={A systematic literature review of spatio-temporal graph neural network models for time series forecasting and classification},author={Corradini, Flavio and Gerosa, Flavio and Gori, Marco and Lucheroni, Carlo and Piangerelli, Marco and Zannotti, Martina},journal={Neural Networks},pages={108269},year={2025},doi={10.1016/j.neunet.2025.108269},}
Sensors
Secure and Decentralized Hybrid Multi-Face Recognition for IoT Applications
Erëza Abdullahu, Holger Wache, and Marco Piangerelli
@article{abdullahu2025secure,title={Secure and Decentralized Hybrid Multi-Face Recognition for {IoT} Applications},author={Abdullahu, Erëza and Wache, Holger and Piangerelli, Marco},journal={Sensors},volume={25},pages={5880},year={2025},doi={10.3390/s25185880},}
Sensors
Lightweight Vision Transformer for Frame-Level Ergonomic Posture Classification in Industrial Workflows
Luca Cruciata, Salvatore Contino, Marianna Ciccarelli, Roberto Pirrone, Leonardo Mostarda, Alessandra Papetti, and Marco Piangerelli
@article{cruciata2025lightweight,title={Lightweight Vision Transformer for Frame-Level Ergonomic Posture Classification in Industrial Workflows},author={Cruciata, Luca and Contino, Salvatore and Ciccarelli, Marianna and Pirrone, Roberto and Mostarda, Leonardo and Papetti, Alessandra and Piangerelli, Marco},journal={Sensors},volume={25},pages={4750},year={2025},doi={10.3390/s25154750},}
BDCC
State of the Art and Future Directions of Small Language Models: A Systematic Review
Flavio Corradini, Matteo Leonesi, and Marco Piangerelli
@article{corradini2025slm,title={State of the Art and Future Directions of Small Language Models: A Systematic Review},author={Corradini, Flavio and Leonesi, Matteo and Piangerelli, Marco},journal={Big Data and Cognitive Computing},volume={9},pages={189},year={2025},doi={10.3390/bdcc9070189},}
Algorithms
Explainability and Interpretability in Concept and Data Drift: A Systematic Literature Review
Daniele Pelosi, Diletta Cacciagrano, and Marco Piangerelli
@article{pelosi2025explainability,title={Explainability and Interpretability in Concept and Data Drift: A Systematic Literature Review},author={Pelosi, Daniele and Cacciagrano, Diletta and Piangerelli, Marco},journal={Algorithms},volume={18},pages={443},year={2025},doi={10.3390/a18070443},}
BDCC
A Framework for Rapidly Prototyping Data Mining Pipelines
Flavio Corradini, Luca Mozzoni, Marco Piangerelli, Barbara Re, and Lorenzo Rossi
@article{corradini2025framework,title={A Framework for Rapidly Prototyping Data Mining Pipelines},author={Corradini, Flavio and Mozzoni, Luca and Piangerelli, Marco and Re, Barbara and Rossi, Lorenzo},journal={Big Data and Cognitive Computing},volume={9},pages={150},year={2025},doi={10.3390/bdcc9060150},}
ISWA
Online clustering with interpretable drift adaptation to mixed features
Flavio Corradini, Vincenzo Nucci, Marco Piangerelli, and Barbara Re
@article{corradini2025online,title={Online clustering with interpretable drift adaptation to mixed features},author={Corradini, Flavio and Nucci, Vincenzo and Piangerelli, Marco and Re, Barbara},journal={Intelligent Systems with Applications},pages={200510},year={2025},doi={10.1016/j.iswa.2025.200510},}
BDCC
COVID-19 Severity Classification Using Hybrid Feature Extraction: Integrating Persistent Homology, Convolutional Neural Networks and Vision Transformers
@article{assefa2025covid,title={{COVID-19} Severity Classification Using Hybrid Feature Extraction: Integrating Persistent Homology, Convolutional Neural Networks and Vision Transformers},author={Assefa, Redet and Mamuye, Adane and Piangerelli, Marco},journal={Big Data and Cognitive Computing},volume={9},pages={83},year={2025},doi={10.3390/bdcc9040083},}
BIR
ReACMe: Repetition Aware Clustering Methodology for Business Process Log Collections
Caterina Luciani, Luigi Bucchicchio, Andrea Morichetta, Marco Piangerelli, and Andrea Polini
In Perspectives in Business Informatics Research (BIR), 2025
@inproceedings{luciani2025reacme,title={{ReACMe}: Repetition Aware Clustering Methodology for Business Process Log Collections},author={Luciani, Caterina and Bucchicchio, Luigi and Morichetta, Andrea and Piangerelli, Marco and Polini, Andrea},booktitle={Perspectives in Business Informatics Research (BIR)},year={2025},doi={10.1007/978-3-032-04375-7_14},}
LNCS
Discovering Drift Phenomena in Evolving Landscapes
Marco Piangerelli, Bardh Prenkaj, Ylenia Rotalinti, Anuj Joshi, and Giovanni Stilo
2025
Post-proceedings of the DELTA 2024 workshop at KDD 2024
@book{piangerelli2025delta,title={Discovering Drift Phenomena in Evolving Landscapes},editor={Piangerelli, Marco and Prenkaj, Bardh and Rotalinti, Ylenia and Joshi, Anuj and Stilo, Giovanni},author={Piangerelli, Marco and Prenkaj, Bardh and Rotalinti, Ylenia and Joshi, Anuj and Stilo, Giovanni},series={Lecture Notes in Computer Science},publisher={Springer},year={2025},note={Post-proceedings of the DELTA 2024 workshop at KDD 2024},doi={10.1007/978-3-031-82346-6},}
2024
ISWA
BRYT: Automated keyword extraction for open datasets
Umair Ahmed, Charalampos Alexopoulos, Marco Piangerelli, and Andrea Polini
@article{ahmed2024bryt,title={{BRYT}: Automated keyword extraction for open datasets},author={Ahmed, Umair and Alexopoulos, Charalampos and Piangerelli, Marco and Polini, Andrea},journal={Intelligent Systems with Applications},volume={23},pages={200421},year={2024},doi={10.1016/j.iswa.2024.200421},}
2023
BIR
Managing Variability of Large Public Administration Event Log Collections: Dealing with Concept Drift
Flavio Corradini, Caterina Luciani, Andrea Morichetta, and Marco Piangerelli
In Perspectives in Business Informatics Research (BIR), 2023
@inproceedings{corradini2023managing,title={Managing Variability of Large Public Administration Event Log Collections: Dealing with Concept Drift},author={Corradini, Flavio and Luciani, Caterina and Morichetta, Andrea and Piangerelli, Marco},booktitle={Perspectives in Business Informatics Research (BIR)},year={2023},doi={10.1007/978-3-031-43126-5_3},}
AINA
Sensorless predictive maintenance: an example on a ‘not 4.0’ coffee machine production process
Diletta Cacciagrano, Flavio Corradini, and Marco Piangerelli
In International Conference on Advanced Information Networking and Applications (AINA), 2023
@inproceedings{cacciagrano2023sensorless,title={Sensorless predictive maintenance: an example on a `not 4.0' coffee machine production process},author={Cacciagrano, Diletta and Corradini, Flavio and Piangerelli, Marco},booktitle={International Conference on Advanced Information Networking and Applications (AINA)},publisher={Springer International Publishing},address={Cham},year={2023},doi={10.1007/978-3-031-28694-0_29},}
2022
JIM
SPECTRE: a deep learning network for posture recognition in manufacturing
Marianna Ciccarelli, Flavio Corradini, Michele Germani, Giacomo Menchi, Leonardo Mostarda, Alessandra Papetti, and Marco Piangerelli
@article{ciccarelli2022spectre,title={{SPECTRE}: a deep learning network for posture recognition in manufacturing},author={Ciccarelli, Marianna and Corradini, Flavio and Germani, Michele and Menchi, Giacomo and Mostarda, Leonardo and Papetti, Alessandra and Piangerelli, Marco},journal={Journal of Intelligent Manufacturing},year={2022},doi={10.1007/s10845-022-02014-y},}
EGOV
Label-independent feature engineering-based clustering in Public Administration Event Logs
F. Corradini, C. Luciani, A. Morichetta, M. Piangerelli, and A. Polini
@inproceedings{corradini2022label,title={Label-independent feature engineering-based clustering in Public Administration Event Logs},author={Corradini, F. and Luciani, C. and Morichetta, A. and Piangerelli, M. and Polini, A.},booktitle={Electronic Government (EGOV 2022)},publisher={Springer},year={2022},}
arXiv
REPTILE: A Proactive Real-Time Deep Reinforcement Learning Self-adaptive Framework
F. Corradini, M. Loreti, M. Piangerelli, and G. Rocchetti
@misc{corradini2022reptile,title={{REPTILE}: A Proactive Real-Time Deep Reinforcement Learning Self-adaptive Framework},author={Corradini, F. and Loreti, M. and Piangerelli, M. and Rocchetti, G.},journal={arXiv preprint},year={2022},}
2021
EGOV
TLV-dissγ: A Dissimilarity Measure for Public Administration Process Logs
Flavio Corradini, Caterina Luciani, Andrea Morichetta, Marco Piangerelli, and Andrea Polini
In Electronic Government (EGOV 2021), Lecture Notes in Computer Science, vol 12850, 2021
@inproceedings{corradini2021tlv,title={{TLV-diss}$\gamma$: A Dissimilarity Measure for Public Administration Process Logs},author={Corradini, Flavio and Luciani, Caterina and Morichetta, Andrea and Piangerelli, Marco and Polini, Andrea},booktitle={Electronic Government (EGOV 2021), Lecture Notes in Computer Science, vol 12850},publisher={Springer},address={Cham},year={2021},doi={10.1007/978-3-030-84789-0_22},}
2020
CSF
A Bayesian approach for monitoring epidemics in presence of undetected cases
@article{desimone2020bayesian,title={A Bayesian approach for monitoring epidemics in presence of undetected cases},author={De Simone, Andrea and Piangerelli, Marco},journal={Chaos, Solitons \& Fractals},volume={140},pages={110167},year={2020},doi={10.1016/j.chaos.2020.110167},}
Biomedicines
Gender-Related Differences in Trimethylamine and Oxidative Blood Biomarkers in Cardiovascular Disease Patients
Laura Bordoni, Donatella Fedeli, Marco Piangerelli, Iwona Pelikant-Malecka, Adrianna Radulska, Joanna J. Samulak, Angelika K. Sawicka, Lukasz Lewicki, and 3 more authors
@article{bordoni2020gender,title={Gender-Related Differences in Trimethylamine and Oxidative Blood Biomarkers in Cardiovascular Disease Patients},author={Bordoni, Laura and Fedeli, Donatella and Piangerelli, Marco and Pelikant-Malecka, Iwona and Radulska, Adrianna and Samulak, Joanna J. and Sawicka, Angelika K. and Lewicki, Lukasz and Kalinowski, Leszek and Olek, Robert A. and Gabbianelli, Rosita},journal={Biomedicines},volume={8},pages={238},year={2020},doi={10.3390/biomedicines8080238},}
JMGM
Visualising 2-simplex formation in metabolic reactions
Marco Piangerelli, Stefano Maestri, and Emanuela Merelli
@article{piangerelli2020visualising,title={Visualising 2-simplex formation in metabolic reactions},author={Piangerelli, Marco and Maestri, Stefano and Merelli, Emanuela},journal={Journal of Molecular Graphics and Modelling},volume={97},pages={107576},year={2020},doi={10.1016/j.jmgm.2020.107576},}
@article{vito2020machine,title={Machine learning models predicting multidrug resistant urinary tract infections using ``{DsaaS}''},author={Mancini, Alessio and Vito, Leonardo and Marcelli, Elisa and Piangerelli, Marco and De Leone, Renato and Pucciarelli, Sandra and Merelli, Emanuela},journal={BMC Bioinformatics},volume={21},pages={347},year={2020},doi={10.1186/s12859-020-03566-7},}
2019
Antioxidants
Anti-Inflammatory, Anti-Arthritic and Anti-Nociceptive Activities of Nigella sativa Oil in a Rat Model of Arthritis
Cinzia Nasuti, Donatella Fedeli, Laura Bordoni, Marco Piangerelli, Maurizio Servili, Roberto Selvaggini, and Rosita Gabbianelli
@article{nasuti2019nigella,title={Anti-Inflammatory, Anti-Arthritic and Anti-Nociceptive Activities of Nigella sativa Oil in a Rat Model of Arthritis},author={Nasuti, Cinzia and Fedeli, Donatella and Bordoni, Laura and Piangerelli, Marco and Servili, Maurizio and Selvaggini, Roberto and Gabbianelli, Rosita},journal={Antioxidants},volume={8},pages={342},year={2019},doi={10.3390/antiox8090342},}
Lifestyle Genomics
HTR2C gene variant and salivary cortisol levels after endurance physical activity: a pilot study
Laura Bordoni, Donatella Fedeli, Marco Piangerelli, and Rosita Gabbianelli
@article{bordoni2019htr2c,title={{HTR2C} gene variant and salivary cortisol levels after endurance physical activity: a pilot study},author={Bordoni, Laura and Fedeli, Donatella and Piangerelli, Marco and Gabbianelli, Rosita},journal={Lifestyle Genomics},year={2019},doi={10.1159/000499842},}
ICT4DA
Stationary Wavelet Transform for Automatic Epileptic Seizure Detection
Gebremichael Shiferaw, Adane Mamuye, and Marco Piangerelli
In Information and Communication Technology for Development for Africa (ICT4DA 2019), Communications in Computer and Information Science, vol 1026, 2019
@inproceedings{shiferaw2019stationary,title={Stationary Wavelet Transform for Automatic Epileptic Seizure Detection},author={Shiferaw, Gebremichael and Mamuye, Adane and Piangerelli, Marco},booktitle={Information and Communication Technology for Development for Africa (ICT4DA 2019), Communications in Computer and Information Science, vol 1026},publisher={Springer},year={2019},doi={10.1007/978-3-030-26630-1_4},}
FSEN
A Persistent Entropy Automaton for the Dow Jones Stock Market
Marco Piangerelli, Luca Tesei, and Emanuela Merelli
In Fundamentals of Software Engineering (FSEN 2019), Lecture Notes in Computer Science, vol 11761, 2019
@inproceedings{piangerelli2019persistent,title={A Persistent Entropy Automaton for the Dow Jones Stock Market},author={Piangerelli, Marco and Tesei, Luca and Merelli, Emanuela},booktitle={Fundamentals of Software Engineering (FSEN 2019), Lecture Notes in Computer Science, vol 11761},publisher={Springer},year={2019},doi={10.1007/978-3-030-31517-7_3},}
arXiv
BinarySDG: binary sensor data generation with R
M. Piangerelli, G. Rocchetti, A. Liscio, and R. De Leone
@misc{piangerelli2019binarysdg,title={{BinarySDG}: binary sensor data generation with {R}},author={Piangerelli, M. and Rocchetti, G. and Liscio, A. and De Leone, R.},journal={arXiv preprint},year={2019},}
2018
BMC Res. Notes
Topological classifier for detecting the emergence of epileptic seizures
Marco Piangerelli, Matteo Rucco, Luca Tesei, and Emanuela Merelli
@article{piangerelli2018topological,title={Topological classifier for detecting the emergence of epileptic seizures},author={Piangerelli, Marco and Rucco, Matteo and Tesei, Luca and Merelli, Emanuela},journal={BMC Research Notes},volume={11},pages={392},year={2018},doi={10.1186/s13104-018-3482-7},}
J. Neurosurg.
A novel neural prosthesis providing long-term electrocorticography recording and cortical stimulation for epilepsy and brain-computer interface
Pantaleo Romanelli, Marco Piangerelli, David Ratel, Christophe Gaude, Thomas Costecalde, Cosimo Puttilli, Mauro Picciafuoco, Alim Benabid, and 1 more author
@article{romanelli2018novel,title={A novel neural prosthesis providing long-term electrocorticography recording and cortical stimulation for epilepsy and brain-computer interface},author={Romanelli, Pantaleo and Piangerelli, Marco and Ratel, David and Gaude, Christophe and Costecalde, Thomas and Puttilli, Cosimo and Picciafuoco, Mauro and Benabid, Alim and Torres, Napoleon},journal={Journal of Neurosurgery},year={2018},doi={10.3171/2017.10.jns17400},}
Ubiquity
Big data: business, technology, education, and science
Jeffrey Johnson, Luca Tesei, Marco Piangerelli, Emanuela Merelli, Riccardo Paci, Nenad Stojanovic, Paulo Leitão, José Barbosa, and 1 more author
@article{johnson2018bigdata,title={Big data: business, technology, education, and science},author={Johnson, Jeffrey and Tesei, Luca and Piangerelli, Marco and Merelli, Emanuela and Paci, Riccardo and Stojanovic, Nenad and Leitão, Paulo and Barbosa, José and Amador, Marco},journal={ACM Ubiquity},volume={2018},number={July},pages={2},year={2018},doi={10.1145/3158350},}
2017
IUBMB Life
Obesity-related genetic polymorphisms and adiposity indices in a young Italian population
Laura Bordoni, Francesca Marchegiani, Marco Piangerelli, Valerio Napolioni, and Rosita Gabbianelli
@article{bordoni2017obesity,title={Obesity-related genetic polymorphisms and adiposity indices in a young Italian population},author={Bordoni, Laura and Marchegiani, Francesca and Piangerelli, Marco and Napolioni, Valerio and Gabbianelli, Rosita},journal={IUBMB Life},year={2017},doi={10.1002/iub.1596},}
2016
Toxics
Hair Microelement Profile as a Prognostic Tool in Parkinson’s Disease
Stefano Ferraro, Cinzia Nasuti, Marco Piangerelli, Marco Guidi, Rita Giovannetti, Augusto Ferri, and Rosita Gabbianelli
@article{ferraro2016hair,title={Hair Microelement Profile as a Prognostic Tool in Parkinson's Disease},author={Ferraro, Stefano and Nasuti, Cinzia and Piangerelli, Marco and Guidi, Marco and Giovannetti, Rita and Ferri, Augusto and Gabbianelli, Rosita},journal={Toxics},volume={4},pages={27},year={2016},doi={10.3390/toxics4040027},}
IJERPH
Pyrethroid Pesticide Metabolite in Urine and Microelements in Hair of Children Affected by Autism Spectrum Disorders: A Preliminary Investigation
Valentina Domingues, Cinzia Nasuti, Marco Piangerelli, Luísa Correia-Sá, Alessandro Ghezzo, Marina Marini, Provvidenza Abruzzo, Paola Visconti, and 3 more authors
International Journal of Environmental Research and Public Health, 2016
@article{domingues2016pyrethroid,title={Pyrethroid Pesticide Metabolite in Urine and Microelements in Hair of Children Affected by Autism Spectrum Disorders: A Preliminary Investigation},author={Domingues, Valentina and Nasuti, Cinzia and Piangerelli, Marco and Correia-Sá, Luísa and Ghezzo, Alessandro and Marini, Marina and Abruzzo, Provvidenza and Visconti, Paola and Giustozzi, Marcello and Rossi, Gerardo and Gabbianelli, Rosita},journal={International Journal of Environmental Research and Public Health},volume={13},pages={388},year={2016},doi={10.3390/ijerph13040388},}
Toxics
Metal and Microelement Biomarkers of Neurodegeneration in Early Life Permethrin-Treated Rats
Cinzia Nasuti, Stefano Ferraro, Rita Giovannetti, Marco Piangerelli, and Rosita Gabbianelli
@article{nasuti2016metal,title={Metal and Microelement Biomarkers of Neurodegeneration in Early Life Permethrin-Treated Rats},author={Nasuti, Cinzia and Ferraro, Stefano and Giovannetti, Rita and Piangerelli, Marco and Gabbianelli, Rosita},journal={Toxics},volume={4},pages={3},year={2016},doi={10.3390/toxics4010003},}
EAI SAS
A topological approach for multivariate time series characterization: the epileptic brain
Emanuela Merelli, Marco Piangerelli, Matteo Rucco, and Daniele Toller
EAI Endorsed Transactions on Self-Adaptive Systems, 2016
@article{merelli2016topological,title={A topological approach for multivariate time series characterization: the epileptic brain},author={Merelli, Emanuela and Piangerelli, Marco and Rucco, Matteo and Toller, Daniele},journal={EAI Endorsed Transactions on Self-Adaptive Systems},year={2016},doi={10.4108/eai.3-12-2015.2262525},}
KDWeb
Survey of TopDrim applications of Topological Data Analysis
E. Merelli, M. Rucco, L. Tesei, M. Piangerelli, A. Mamuye, and M. Quadrini
In Proceedings of the 2nd International Workshop on Knowledge Discovery on the WEB (KDWeb 2016), 2016
@inproceedings{merelli2016survey,title={Survey of {TopDrim} applications of Topological Data Analysis},author={Merelli, E. and Rucco, M. and Tesei, L. and Piangerelli, M. and Mamuye, A. and Quadrini, M.},booktitle={Proceedings of the 2nd International Workshop on Knowledge Discovery on the WEB (KDWeb 2016)},year={2016},}
2014
Front. Neurol.
A fully integrated wireless system for intracranial direct cortical stimulation, real-time electrocorticography data transmission, and smart cage for wireless battery recharge
Marco Piangerelli, Marco Ciavarro, Antonino Paris, Stefano Marchetti, Paolo Cristiani, Cosimo Puttilli, Napoleon Torres, Alim Louis Benabid, and 1 more author
@article{piangerelli2014fully,title={A fully integrated wireless system for intracranial direct cortical stimulation, real-time electrocorticography data transmission, and smart cage for wireless battery recharge},author={Piangerelli, Marco and Ciavarro, Marco and Paris, Antonino and Marchetti, Stefano and Cristiani, Paolo and Puttilli, Cosimo and Torres, Napoleon and Benabid, Alim Louis and Romanelli, Pantaleo},journal={Frontiers in Neurology},volume={5},pages={156},year={2014},doi={10.3389/fneur.2014.00156},}
Neurotechnix
Cyberbrain: a preliminary experience on non-human primate
M. Piangerelli, A. Paris, and P. Romanelli
In Proceedings of the 2nd International Congress on Neurotechnology, Electronics and Informatics (Neurotechnix 2014), 2014
@inproceedings{piangerelli2014cyberbrain,title={Cyberbrain: a preliminary experience on non-human primate},author={Piangerelli, M. and Paris, A. and Romanelli, P.},booktitle={Proceedings of the 2nd International Congress on Neurotechnology, Electronics and Informatics (Neurotechnix 2014)},year={2014},doi={10.5220/0005089700940098},}
IJCCI
RNN-based model for self-adaptive systems: the emergence of epilepsy in the human brain
Emanuela Merelli and Marco Piangerelli
In Proceedings of the 6th International Joint Conference on Computational Intelligence (IJCCI 2014), 2014
@inproceedings{merelli2014rnn,title={{RNN}-based model for self-adaptive systems: the emergence of epilepsy in the human brain},author={Merelli, Emanuela and Piangerelli, Marco},booktitle={Proceedings of the 6th International Joint Conference on Computational Intelligence (IJCCI 2014)},year={2014},doi={10.5220/0005165003560361},}