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Mixing Neural Networks and Exponential Moving Averages for Predicting Wireless Links Behavior
2024 Formis, Gabriele; Scanzio, Stefano; Wisniewski, Lukasz; Cena, Gianluca
Multi-Link Operation and Wireless Digital Twin to Support Enhanced Roaming in Next-Gen Wi-Fi
2024 Scanzio, Stefano; Rosani, Matteo; Formis, Gabriele; Cavalcanti, Dave; Frascolla, Valerio; Marchetto, Guido; Cena, Gianluca
QR codes: From a Survey of the State-of-the-Art to Executable eQR Codes for the Internet of Things
2024 Scanzio, Stefano; Rosani, Matteo; Scamuzzi, Mattia; Cena, Gianluca
Ultralow Power and Green TSCH-Based WSNs With Proactive Reduction of Idle Listening
2024 Scanzio, Stefano; Quarta, Federico; Paolini, Giacomo; Formis, Gabriele; Cena, Gianluca
Assessing the Effectiveness of Channel Hopping in IEEE 802.15.4 TSCH Networks
2023 Cena, Gianluca; Scanzio, Stefano; Ghazivakili, Mohammad; Demartini, CLAUDIO GIOVANNI; Valenzano, Adriano
Linear Combination of Exponential Moving Averages for Wireless Channel Prediction
2023 Formis, Gabriele; Scanzio, Stefano; Cena, Gianluca; Valenzano, Adriano
On the Use of Artificial Neural Networks to Predict the Quality of Wi-Fi Links
2023 Colletto, ALBERTO SALVATORE; Scanzio, Stefano; Formis, Gabriele; Cena, Gianluca
Predicting Wireless Channel Quality by means of Moving Averages and Regression Models
2023 Formis, G; Scanzio, S; Cena, G; Valenzano, A
Evaluating and Modeling IEEE 802.15.4 TSCH Resilience against Wi-Fi Interference in New-Generation Highly-Dependable Wireless Sensor Networks
2020 Cena, Gianluca; Demartini, Claudio G.; Vakili, Mohammad Ghazi; Scanzio, Stefano; Valenzano, Adriano; Zunino, Claudio
From Real Data of Wireless Sensor Networks based on TSCH, to a Prediction of Reliability, Power Consumption, and Latency (dataset)
2020 Scanzio, Stefano; GHAZI VAKILI, Mohammad; Cena, Gianluca; Demartini, CLAUDIO GIOVANNI; Montrucchio, Bartolomeo; Valenzano, Adriano; Zunino, Claudio
Wireless Sensor Networks and TSCH: a compromise between Reliability, Power Consumption and Latency
2020 Scanzio, Stefano; Vakili, Mohammad Ghazi; Cena, Gianluca; Demartini, Claudio Giovanni; Montrucchio, Bartolomeo; Valenzano, Adriano; Zunino, Claudio
Parallel implementation of artificial neural network training
2010 Scanzio, Stefano; Cumani, Sandro; Gemello, R.; Mana, F.; Laface, Pietro
On the Use of a Multilingual Neural Network Front-End
2008 Scanzio, Stefano; Laface, Pietro; Fissore, L; Gemello, R; Mana, F.
Experiments on Hiwire database using Denoising and Adaptation with an hybrid HMM-ANN Model
2007 Gemello, R; Mana, F; Scanzio, Stefano
Linear hidden transformations for adaptation of hybrid ANN/HMM models
2007 Gemello, Roberto; Mana, Franco; Scanzio, Stefano; Laface, Pietro; DE MORI, Renato
Speeding-up Neural Network Training Using Sentence and Frame Selection
2007 Scanzio, Stefano; Laface, Pietro; Gemello, R; Mana, F.
Adaptation of Artificial Neural Networks Avoiding Catastrophic Forgetting
2006 Albesano, D; Gemello, R; Laface, Pietro; Mana, F; Scanzio, Stefano
Adaptation of Hybrid ANN/HMM Models using Linear Hidden Transformations and Conservative Training
2006 Gemello, R; Mana, F; Scanzio, Stefano; Laface, Pietro; DE MORI, R.
Adaptation of Hybrid ANN/HMM using Weights Interpolation
2006 Scanzio, Stefano; Laface, Pietro; Gemello, R; Mana, F.
Adapting Hybrid ANN/HMM to Speech Variations
2006 Scanzio, Stefano; D., Albesano; R., Gemello; Laface, Pietro; F., Mana
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Mixing Neural Networks and Exponential Moving Averages for Predicting Wireless Links Behavior / Formis, Gabriele; Scanzio, Stefano; Wisniewski, Lukasz; Cena, Gianluca. - (2024), pp. 1-6. (Intervento presentato al convegno 2024 IEEE 7th International Conference on Industrial Cyber-Physical Systems (ICPS) tenutosi a St. Louis, MO (USA) nel 12-15 May 2024) [10.1109/icps59941.2024.10640038]. | 1-gen-2024 | Formis, GabrieleScanzio, StefanoCena, Gianluca + | Mixing_Neural_Networks_and_Exponential_Moving_Averages_for_Predicting_Wireless_Links_Behavior.pdf |
| Multi-Link Operation and Wireless Digital Twin to Support Enhanced Roaming in Next-Gen Wi-Fi / Scanzio, Stefano; Rosani, Matteo; Formis, Gabriele; Cavalcanti, Dave; Frascolla, Valerio; Marchetto, Guido; Cena, Gianluca. - (2024), pp. 1-4. (Intervento presentato al convegno 2024 IEEE 20th International Conference on Factory Communication Systems (WFCS) tenutosi a Toulouse (FRA) nel 17-19 April 2024) [10.1109/wfcs60972.2024.10540931]. | 1-gen-2024 | Scanzio, StefanoRosani, MatteoFormis, GabrieleMarchetto, GuidoCena, Gianluca + | Multi-Link_Operation_and_Wireless_Digital_Twin_to_Support_Enhanced_Roaming_in_Next-Gen_Wi-Fi.pdf |
| QR codes: From a Survey of the State-of-the-Art to Executable eQR Codes for the Internet of Things / Scanzio, Stefano; Rosani, Matteo; Scamuzzi, Mattia; Cena, Gianluca. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - 11:13(2024), pp. 23699-23710. [10.1109/jiot.2024.3385542] | 1-gen-2024 | Scanzio, StefanoRosani, MatteoCena, Gianluca + | QR_Codes_From_a_Survey_of_the_State_of_the_Art_to_Executable_eQR_Codes_for_the_Internet_of_Things.pdf |
| Ultralow Power and Green TSCH-Based WSNs With Proactive Reduction of Idle Listening / Scanzio, Stefano; Quarta, Federico; Paolini, Giacomo; Formis, Gabriele; Cena, Gianluca. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - 11:17(2024), pp. 29076-29088. [10.1109/jiot.2024.3406646] | 1-gen-2024 | Scanzio, StefanoQuarta, FedericoPaolini, GiacomoFormis, GabrieleCena, Gianluca | 2024_IoTJ_PRIL.pdf; Ultralow_Power_and_Green_TSCH-Based_WSNs_With_Proactive_Reduction_of_Idle_Listening.pdf |
| Assessing the Effectiveness of Channel Hopping in IEEE 802.15.4 TSCH Networks / Cena, Gianluca; Scanzio, Stefano; Ghazivakili, Mohammad; Demartini, CLAUDIO GIOVANNI; Valenzano, Adriano. - In: IEEE OPEN JOURNAL OF THE INDUSTRIAL ELECTRONICS SOCIETY. - ISSN 2644-1284. - 4:(2023), pp. 214-229. [10.1109/OJIES.2023.3287943] | 1-gen-2023 | Gianluca CenaStefano ScanzioMohammad Ghazi VakiliClaudio Giovanni DemartiniAdriano Valenzano | Assessing_the_Effectiveness_of_Channel_Hopping_in_IEEE_802.15.4_TSCH_Networks.pdf |
| Linear Combination of Exponential Moving Averages for Wireless Channel Prediction / Formis, Gabriele; Scanzio, Stefano; Cena, Gianluca; Valenzano, Adriano. - (2023), pp. 1-6. (Intervento presentato al convegno 2023 IEEE 21st International Conference on Industrial Informatics (INDIN) tenutosi a Lemgo (DEU) nel 18-20 July 2023) [10.1109/INDIN51400.2023.10218083]. | 1-gen-2023 | Formis, GabrieleScanzio, StefanoCena, GianlucaValenzano, Adriano | Linear_Combination_of_Exponential_Moving_Averages_for_Wireless_Channel_Prediction.pdf |
| On the Use of Artificial Neural Networks to Predict the Quality of Wi-Fi Links / Colletto, ALBERTO SALVATORE; Scanzio, Stefano; Formis, Gabriele; Cena, Gianluca. - In: IEEE ACCESS. - ISSN 2169-3536. - 11:(2023), pp. 120082-120094. [10.1109/ACCESS.2023.3327523] | 1-gen-2023 | Alberto Salvatore CollettoStefano ScanzioGabriele FormisGianluca Cena | 2023_IEEE_ACCESS_ML.pdf; On_the_Use_of_Artificial_Neural_Networks_to_Predict_the_Quality_of_Wi-Fi_Links.pdf |
| Predicting Wireless Channel Quality by means of Moving Averages and Regression Models / Formis, G; Scanzio, S; Cena, G; Valenzano, A. - (2023), pp. 1-8. (Intervento presentato al convegno 2023 IEEE 19th International Conference on Factory Communication Systems (WFCS) tenutosi a Pavia nel 26-28 April 2023) [10.1109/WFCS57264.2023.10144122]. | 1-gen-2023 | Formis, GScanzio, SCena, GValenzano, A | Predicting_Wireless_Channel_Quality_by_Means_of_Moving_Averages_and_Regression_Models.pdf |
| Evaluating and Modeling IEEE 802.15.4 TSCH Resilience against Wi-Fi Interference in New-Generation Highly-Dependable Wireless Sensor Networks / Cena, Gianluca; Demartini, Claudio G.; Vakili, Mohammad Ghazi; Scanzio, Stefano; Valenzano, Adriano; Zunino, Claudio. - In: AD HOC NETWORKS. - ISSN 1570-8705. - STAMPA. - 106:102199(2020). [10.1016/j.adhoc.2020.102199] | 1-gen-2020 | Cena, GianlucaDemartini, Claudio G.Vakili, Mohammad GhaziScanzio, StefanoValenzano, AdrianoZunino, Claudio | 2019_AHN_TSCH.pdf; 1-s2.0-S1570870519310509-main.pdf |
| From Real Data of Wireless Sensor Networks based on TSCH, to a Prediction of Reliability, Power Consumption, and Latency (dataset) / Scanzio, Stefano; GHAZI VAKILI, Mohammad; Cena, Gianluca; Demartini, CLAUDIO GIOVANNI; Montrucchio, Bartolomeo; Valenzano, Adriano; Zunino, Claudio. - ELETTRONICO. - (2020). [10.21227/fg62-bp39] | 1-gen-2020 | Stefano ScanzioMohammad Ghazi VakiliGianluca CenaClaudio Giovanni DemartiniBartolomeo MontrucchioAdriano ValenzanoClaudio Zunino | - |
| Wireless Sensor Networks and TSCH: a compromise between Reliability, Power Consumption and Latency / Scanzio, Stefano; Vakili, Mohammad Ghazi; Cena, Gianluca; Demartini, Claudio Giovanni; Montrucchio, Bartolomeo; Valenzano, Adriano; Zunino, Claudio. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 8:(2020), pp. 167042-167058. [10.1109/ACCESS.2020.3022434] | 1-gen-2020 | Scanzio, StefanoVakili, Mohammad GhaziCena, GianlucaDemartini, Claudio GiovanniMontrucchio, BartolomeoValenzano, AdrianoZunino, Claudio | 6tisch.pdf |
| Parallel implementation of artificial neural network training / Scanzio, Stefano; Cumani, Sandro; Gemello, R.; Mana, F.; Laface, Pietro. - STAMPA. - 1:(2010), pp. 4902-4905. (Intervento presentato al convegno 2010 IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP) tenutosi a Dallas (USA) nel 14-19 Marzo 2010) [10.1109/ICASSP.2010.5495108]. | 1-gen-2010 | SCANZIO, STEFANOCUMANI, SANDROLAFACE, Pietro + | scanzio.pdf |
| On the Use of a Multilingual Neural Network Front-End / Scanzio, Stefano; Laface, Pietro; Fissore, L; Gemello, R; Mana, F.. - (2008), pp. 2711-2714. (Intervento presentato al convegno Interspeech 2008 tenutosi a Brisbane nel 23-26 September 2008). | 1-gen-2008 | SCANZIO, STEFANOLAFACE, Pietro + | multilingual-4.pdf |
| Experiments on Hiwire database using Denoising and Adaptation with an hybrid HMM-ANN Model / Gemello, R; Mana, F; Scanzio, Stefano. - (2007). (Intervento presentato al convegno Interspeech 2007 tenutosi a Antwerp nel 27-31 August 2007). | 1-gen-2007 | SCANZIO, STEFANO + | - |
| Linear hidden transformations for adaptation of hybrid ANN/HMM models / Gemello, Roberto; Mana, Franco; Scanzio, Stefano; Laface, Pietro; DE MORI, Renato. - In: SPEECH COMMUNICATION. - ISSN 0167-6393. - 49:(2007), pp. 827-835. | 1-gen-2007 | SCANZIO, STEFANOLAFACE, Pietro + | 06-Speech Communication-v1.pdf |
| Speeding-up Neural Network Training Using Sentence and Frame Selection / Scanzio, Stefano; Laface, Pietro; Gemello, R; Mana, F.. - (2007), pp. 1725-1728. (Intervento presentato al convegno Interspeech 2007 tenutosi a Antwerp nel 27-31/8/2007). | 1-gen-2007 | SCANZIO, STEFANOLAFACE, Pietro + | nn-v2-finale.pdf |
| Adaptation of Artificial Neural Networks Avoiding Catastrophic Forgetting / Albesano, D; Gemello, R; Laface, Pietro; Mana, F; Scanzio, Stefano. - (2006), pp. 1554-1561. (Intervento presentato al convegno IJCNN '06 nel 16-21 July 2006). | 1-gen-2006 | LAFACE, PietroSCANZIO, STEFANO + | 06ijcnn-v9-final.pdf |
| Adaptation of Hybrid ANN/HMM Models using Linear Hidden Transformations and Conservative Training / Gemello, R; Mana, F; Scanzio, Stefano; Laface, Pietro; DE MORI, R.. - 1:(2006), pp. 1189-1192. (Intervento presentato al convegno ICASSP 2006 tenutosi a Toulouse nel 14-19 May 2006). | 1-gen-2006 | SCANZIO, STEFANOLAFACE, Pietro + | CT-LHN-final.pdf |
| Adaptation of Hybrid ANN/HMM using Weights Interpolation / Scanzio, Stefano; Laface, Pietro; Gemello, R; Mana, F.. - 5:(2006), pp. 1033-1036. (Intervento presentato al convegno ICASSP 2006 tenutosi a Toulouse nel 14-19 May 2006). | 1-gen-2006 | SCANZIO, STEFANOLAFACE, Pietro + | - |
| Adapting Hybrid ANN/HMM to Speech Variations / Scanzio, Stefano; D., Albesano; R., Gemello; Laface, Pietro; F., Mana. - STAMPA. - (2006), pp. 143-147. (Intervento presentato al convegno ISCA Tutorial and Research Workshop on Speech Recognition and Intrinsic Variation tenutosi a Toulouse, France nel 2006). | 1-gen-2006 | SCANZIO, STEFANOLAFACE, Pietro + | ADAPTATION-ICASSP06.pdf |