Archivio Istituzionale della RicercaROTTONDI, CRISTINA EMMA MARGHERITA
ROTTONDI, CRISTINA EMMA MARGHERITA
Dipartimento di Elettronica e Telecomunicazioni
051294
A Comparative Analysis of Liquid Neural Networks and Incremental Learning Approaches for Stock Market Prediction
2025 Jammal, Hussein; Srour, Farah; Salman, Ali; Owayjan, Michel; Ayoub, Omran; Rottondi, Cristina; Achkar, Roger
Introducing DUST: A Dataset of Real-Time UDP Sound Packet Traces
2024 Severi, Leonardo; Sacchetto, Matteo; Bianco, Andrea; Rottondi, Cristina
Pristine Quality Networked Music Performance System for the Web
2024 Sacchetto, Matteo; Severi, Leonardo; Rottondi, Cristina; Shtrepi, Louena; Masoero, Marco Carlo; Barbagallo, Carlo; Valle, Andrea; Servetti, Antonio
Remote Orchestral Conduction via a Virtual Reality System
2024 Severi, Leonardo; Sacchetto, Matteo; Bianco, Andrea; Rottondi, Cristina; Abbate, Gabriele; Paolillo, Antonio; Giusti, Alessandro
Synthetic Data Generation using Diffusion Models for ML-based Lightpath Quality of Transmission Estimation Under Extreme Data Scarcity
2024 Andreoletti, Davide; Rottondi, Cristina; Ayoub, Omran; Bianco, Andrea
Collection of Design Directions for the Realization of a Visual Interface with Haptic Feedback to Convey the Notion of Sonic Grain to DHH Students
2023 Sacchetto, Matteo; Sangüesa, Maria; Bagnus, Piera; Nicora, Chiara; Rottondi, Cristina
FPGA-based Low-Latency Audio Coprocessor for Networked Music Performance
2023 Bert, Diego; Domini, Nicola; Peloso, Riccardo; Severi, Leonardo; Sacchetto, Matteo; Bianco, Andrea; Rottondi, Cristina
HiFiReM: un approccio unificato, web e nativo, per la didattica musicale remota
2023 Sacchetto, Matteo; Rottondi, CRISTINA EMMA MARGHERITA; Servetti, Antonio; Shtrepi, Louena; Masoero, Marco Carlo; Valle, Andrea
ML-based Network Pruning for Routing Data Overhead Reduction in Wireless Sensor Networks
2023 Andreoletti, Davide; Rottondi, Cristina; Ezzeddine, Fatima; Ayoub, Omran; Giordano, Silvia
Using SHAP Values to Validate Model’s Uncertain Decision for ML-based Lightpath Quality-of-Transmission Estimation
2023 Houssiany, Hadi; Ayoub, Omran; Rottondi, Cristina; Bianco, Andrea
Calibrated Probabilistic QoT Regression for Unestablished Lightpaths in Optical Networks
2022 Di Cicco, Nicola; Ibrahimi, Memedhe; Rottondi, Cristina; Tornatore, Massimo
On the Application of Explainable Artificial Intelligence to Lightpath QoT Estimation
2022 Ayoub, Omran; Bianco, Andrea; Andreoletti, Davide; Troia, Sebastian; Giordano, Silvia; Rottondi, Cristina
Quantifying Features’ Contribution for ML-based Quality-of-Transmission Estimation using Explainable AI
2022 Ayoub, Omran; Andreoletti, Davide; Troia, Sebastian; Giordano, Silvia; Bianco, Andrea; Rottondi, Cristina
Using Autoregressive Models for Real-Time Packet Loss Concealment in Networked Music Performance Applications
2022 Sacchetto, Matteo; Huang, Yuen; Bianco, Andrea; Rottondi, Cristina
A Machine Learning Framework for Scalable Routing and Wavelength Assignment in Large Optical Networks
2021 Andreoletti, Davide; Rottondi, CRISTINA EMMA MARGHERITA; Bianco, Andrea; Giordano, Silvia
A Deep Learning Approach for Low-Latency Packet Loss Concealment of Audio Signals in Networked Music Performance Applications
2020 Verma, P.; Mezzay, A. I.; Chafe, C.; Rottondi, C.
Active vs Transfer Learning Approaches for QoT Estimation with Small Training Datasets
2020 Azzimonti, Dario; Rottondi, Cristina; Giusti, Alessandro; Tornatore, Massimo; Bianco, Andrea
Assessment of Domain Adaptation Approaches for QoT Estimation in Optical Networks
2020 Di Marino, Riccardo; Rottondi, Cristina; Giusti, Alessandro; Bianco, Andrea
Machine Learning Regression vs. Classification for QoT Estimation of Unestablished Lightpaths
2020 Ibrahimi, Memedhe; Abdollahi, Hatef; Giusti, Alessandro; Rottondi, Cristina; Tornatore, Massimo
Modulation Format, Core and Spectrum Assignment in a Multicore Optical Link with and without MIMO Receivers
2020 Rottondi, Cristina; Bosco, Gabriella; Carena, Andrea; Bianco, Andrea
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A Comparative Analysis of Liquid Neural Networks and Incremental Learning Approaches for Stock Market Prediction / Jammal, Hussein; Srour, Farah; Salman, Ali; Owayjan, Michel; Ayoub, Omran; Rottondi, Cristina; Achkar, Roger. - (2025), pp. 1-6. (Intervento presentato al convegno 2025 International Conference on Control, Automation, and Instrumentation, IC2AI 2025 tenutosi a Beirut (Leb) nel 2025) [10.1109/ic2ai62984.2025.10932165]. | 1-gen-2025 | Jammal, HusseinRottondi, Cristina + | LNN Stock Prediction HJ.pdf; A_Comparative_Analysis_of_Liquid_Neural_Networks_and_Incremental_Learning_Approaches_for_Stock_Market_Prediction.pdf |
| Introducing DUST: A Dataset of Real-Time UDP Sound Packet Traces / Severi, Leonardo; Sacchetto, Matteo; Bianco, Andrea; Rottondi, Cristina. - (2024), pp. 1-4. (Intervento presentato al convegno 5th IEEE International Symposium on the Internet of Sounds, IS2 2024 tenutosi a Erlangen (DE) nel 30 September - 2 October 2024) [10.1109/is262782.2024.10704190]. | 1-gen-2024 | Severi, LeonardoSacchetto, MatteoBianco, AndreaRottondi, Cristina | Introducing_DUST_A_Dataset_of_Real-Time_UDP_Sound_Packet_Traces.pdf; Paper_Dataset___IS2_2024 (6).pdf |
| Pristine Quality Networked Music Performance System for the Web / Sacchetto, Matteo; Severi, Leonardo; Rottondi, Cristina; Shtrepi, Louena; Masoero, Marco Carlo; Barbagallo, Carlo; Valle, Andrea; Servetti, Antonio. - ELETTRONICO. - (2024), pp. 2957-2964. (Intervento presentato al convegno Forum Acusticum 2023 tenutosi a Torino nel 11-15 September 2023) [10.61782/fa.2023.0556]. | 1-gen-2024 | Sacchetto, MatteoSeveri, LeonardoRottondi, CristinaShtrepi, LouenaMasoero, Marco CarloValle, AndreaServetti, Antonio + | 000556.pdf |
| Remote Orchestral Conduction via a Virtual Reality System / Severi, Leonardo; Sacchetto, Matteo; Bianco, Andrea; Rottondi, Cristina; Abbate, Gabriele; Paolillo, Antonio; Giusti, Alessandro. - (2024), pp. 1-6. (Intervento presentato al convegno 5th IEEE International Symposium on the Internet of Sounds, IS2 2024 tenutosi a Erlangen (DE) nel 30 September - 2 October 2024) [10.1109/is262782.2024.10704182]. | 1-gen-2024 | Severi, LeonardoSacchetto, MatteoBianco, AndreaRottondi, Cristina + | Remote_Orchestral_Conduction_via_a_Virtual_Reality_System.pdf; Paper_VR_Director___IS2_2024 (10).pdf |
| Synthetic Data Generation using Diffusion Models for ML-based Lightpath Quality of Transmission Estimation Under Extreme Data Scarcity / Andreoletti, Davide; Rottondi, Cristina; Ayoub, Omran; Bianco, Andrea. - (2024). (Intervento presentato al convegno 24th International Conference on Transparent Optical Networks, ICTON 2024 tenutosi a Bari (IT) nel 14-18 July 2024) [10.1109/icton62926.2024.10647643]. | 1-gen-2024 | Rottondi, CristinaBianco, Andrea + | Rottondi_071224.pdf; Data Augmentation Using Diffusion Models for Lightpath Quality-of-Transmission Estimation.docx.pdf |
| Collection of Design Directions for the Realization of a Visual Interface with Haptic Feedback to Convey the Notion of Sonic Grain to DHH Students / Sacchetto, Matteo; Sangüesa, Maria; Bagnus, Piera; Nicora, Chiara; Rottondi, Cristina. - ELETTRONICO. - (2023), pp. 1-7. (Intervento presentato al convegno 4th International Symposium on the Internet of Sounds tenutosi a Pisa (Italy) nel October 26-27, 2023) [10.1109/IEEECONF59510.2023.10335449]. | 1-gen-2023 | Sacchetto, MatteoRottondi, Cristina + | Paper_Tanvas_x_conference (6).pdf; Rottondi-Collection.pdf |
| FPGA-based Low-Latency Audio Coprocessor for Networked Music Performance / Bert, Diego; Domini, Nicola; Peloso, Riccardo; Severi, Leonardo; Sacchetto, Matteo; Bianco, Andrea; Rottondi, Cristina. - ELETTRONICO. - (2023), pp. 1-8. (Intervento presentato al convegno 4th International Symposium on the Internet of Sounds tenutosi a Pisa (Italy nel October 26-27, 2023) [10.1109/IEEECONF59510.2023.10335333]. | 1-gen-2023 | Bert, DiegoDomini, NicolaPeloso, RiccardoSeveri, LeonardoSacchetto, MatteoBianco, AndreaRottondi, Cristina | conference_paper_FPGA (9).pdf; Rottondi-FPGA.pdf |
| HiFiReM: un approccio unificato, web e nativo, per la didattica musicale remota / Sacchetto, Matteo; Rottondi, CRISTINA EMMA MARGHERITA; Servetti, Antonio; Shtrepi, Louena; Masoero, Marco Carlo; Valle, Andrea. - ELETTRONICO. - (2023), pp. 165-168. (Intervento presentato al convegno CIM – Colloqui di Informatica Musicale, anno 2022 tenutosi a Ancona (IT) nel October 25-28, 2022). | 1-gen-2023 | Matteo SacchettoCristina RottondiAntonio ServettiLouena ShtrepiMarco Masoero + | HiFiReMCim22.pdf |
| ML-based Network Pruning for Routing Data Overhead Reduction in Wireless Sensor Networks / Andreoletti, Davide; Rottondi, Cristina; Ezzeddine, Fatima; Ayoub, Omran; Giordano, Silvia. - ELETTRONICO. - (2023), pp. 122-125. (Intervento presentato al convegno 18th Wireless On-Demand Network Systems and Services Conference (WONS) tenutosi a Madonna di Campiglio (IT) nel January 30 - February 1, 2023) [10.23919/WONS57325.2023.10061999]. | 1-gen-2023 | Rottondi, Cristina + | routing_in_wsn_with_pruning.pdf; Rottondi-ML-based.pdf |
| Using SHAP Values to Validate Model’s Uncertain Decision for ML-based Lightpath Quality-of-Transmission Estimation / Houssiany, Hadi; Ayoub, Omran; Rottondi, Cristina; Bianco, Andrea. - ELETTRONICO. - (2023), pp. 1-5. (Intervento presentato al convegno 23rd International Conference on Transparent Optical Networks (ICTON) tenutosi a Bucharest, Romania nel 2-6 July 2023) [10.1109/ICTON59386.2023.10207178]. | 1-gen-2023 | Rottondi, CristinaBianco, Andrea + | ICTON_reference.docx (1).pdf; Using_SHAP_Values_to_Validate_Models_Uncertain_Decision_for_ML-based_Lightpath_Quality-of-Transmission_Estimation.pdf |
| Calibrated Probabilistic QoT Regression for Unestablished Lightpaths in Optical Networks / Di Cicco, Nicola; Ibrahimi, Memedhe; Rottondi, Cristina; Tornatore, Massimo. - ELETTRONICO. - (2022), pp. 21-25. (Intervento presentato al convegno 2022 International Balkan Conference on Communications and Networking (BalkanCom) tenutosi a Sarajevo, Bosnia and Herzegovina nel 22-24 August 2022) [10.1109/BalkanCom55633.2022.9900791]. | 1-gen-2022 | Rottondi, Cristina + | BalkanCom (3).pdf; Rottondi-Calibrated.pdf |
| On the Application of Explainable Artificial Intelligence to Lightpath QoT Estimation / Ayoub, Omran; Bianco, Andrea; Andreoletti, Davide; Troia, Sebastian; Giordano, Silvia; Rottondi, Cristina. - ELETTRONICO. - (2022), pp. 1-3. (Intervento presentato al convegno 2022 Optical Fiber Communications Conference and Exhibition (OFC) tenutosi a San Diego, California United States nel 6–10 March 2022) [10.1364/OFC.2022.M3F.5]. | 1-gen-2022 | Bianco, AndreaRottondi, Cristina + | OFC_2022 (4).pdf; OFC-2022-M3F.5.pdf |
| Quantifying Features’ Contribution for ML-based Quality-of-Transmission Estimation using Explainable AI / Ayoub, Omran; Andreoletti, Davide; Troia, Sebastian; Giordano, Silvia; Bianco, Andrea; Rottondi, Cristina. - ELETTRONICO. - (2022), pp. 1-4. (Intervento presentato al convegno European Conference on Optical Communication (ECOC) 2022 tenutosi a Basel, Switzerland nel 18–22 September 2022). | 1-gen-2022 | Andrea BiancoCristina Rottondi + | ECOC_XAI_QoT (3).pdf; Rottondi-Quantifying.pdf |
| Using Autoregressive Models for Real-Time Packet Loss Concealment in Networked Music Performance Applications / Sacchetto, Matteo; Huang, Yuen; Bianco, Andrea; Rottondi, Cristina. - ELETTRONICO. - (2022), pp. 203-210. (Intervento presentato al convegno Audio Mostly 2022 a conference on interaction with sound. What you hear is what you see? Perspectives on modalities in sound and music interaction. tenutosi a St. Pölten (Austria) nel September 6 - 9, 2022) [10.1145/3561212.3561226]. | 1-gen-2022 | Sacchetto, MatteoBianco, AndreaRottondi, Cristina + | 3561212.3561226.pdf; AM22_paper_2860.pdf |
| A Machine Learning Framework for Scalable Routing and Wavelength Assignment in Large Optical Networks / Andreoletti, Davide; Rottondi, CRISTINA EMMA MARGHERITA; Bianco, Andrea; Giordano, Silvia. - ELETTRONICO. - (2021), pp. 1-3. (Intervento presentato al convegno 2021 Optical Fiber Communications Conference and Exhibition (OFC) tenutosi a San Francisco, CA, USA nel 6-10 July 2021). | 1-gen-2021 | Cristina RottondiAndrea Bianco + | OFC_scalable_routing.pdf; Rottondi-Amachine.pdf |
| A Deep Learning Approach for Low-Latency Packet Loss Concealment of Audio Signals in Networked Music Performance Applications / Verma, P.; Mezzay, A. I.; Chafe, C.; Rottondi, C.. - ELETTRONICO. - 2020-:(2020), pp. 268-275. (Intervento presentato al convegno 27th Conference of Open Innovations Association FRUCT, FRUCT 2020 tenutosi a Trento, Italia nel 2020) [10.23919/FRUCT49677.2020.9210988]. | 1-gen-2020 | Rottondi C. + | Real_Time_Network_Audio_Performace (2).pdf; Rottondi-Adeep.pdf |
| Active vs Transfer Learning Approaches for QoT Estimation with Small Training Datasets / Azzimonti, Dario; Rottondi, Cristina; Giusti, Alessandro; Tornatore, Massimo; Bianco, Andrea. - STAMPA. - (2020). (Intervento presentato al convegno OFC 2020- The Optical Networking and Communication Conference & Exhibition tenutosi a San Diego nel March 2020) [10.1364/OFC.2020.M4E.1]. | 1-gen-2020 | Rottondi, CristinaBianco, Andrea + | OFC_invited_transfer_active.pdf; 09083455.pdf |
| Assessment of Domain Adaptation Approaches for QoT Estimation in Optical Networks / Di Marino, Riccardo; Rottondi, Cristina; Giusti, Alessandro; Bianco, Andrea. - STAMPA. - (2020). (Intervento presentato al convegno OFC 2020 - The Optical Networking and Communication Conference & Exhibition tenutosi a San Diego, USA nel March 2020) [10.1364/OFC.2020.Th3D.2]. | 1-gen-2020 | Rottondi, CristinaBianco, Andrea + | OFC_transfer_learning.pdf; 09083292.pdf |
| Machine Learning Regression vs. Classification for QoT Estimation of Unestablished Lightpaths / Ibrahimi, Memedhe; Abdollahi, Hatef; Giusti, Alessandro; Rottondi, Cristina; Tornatore, Massimo. - ELETTRONICO. - (2020), p. NeM3B.1. (Intervento presentato al convegno OSA Advanced Photonics Congress (AP) 2020 tenutosi a Washington DC, USA nel 13–16 July 2020) [10.1364/NETWORKS.2020.NeM3B.1]. | 1-gen-2020 | Rottondi, Cristina + | APC_invited_ML_Regression__Submitted_.pdf; Rottondi-Machine.pdf |
| Modulation Format, Core and Spectrum Assignment in a Multicore Optical Link with and without MIMO Receivers / Rottondi, Cristina; Bosco, Gabriella; Carena, Andrea; Bianco, Andrea. - ELETTRONICO. - (2020), pp. 1-4. (Intervento presentato al convegno ICTON 2020 - International Conference on Transparent Optical Networks tenutosi a Bari, Italy nel July 2020) [10.1109/ICTON51198.2020.9203088]. | 1-gen-2020 | Rottondi, CristinaBosco, GabriellaCarena, AndreaBianco, Andrea | ICTON_bianco_final.pdf; Bianco-Modulation.pdf |