With this function you can construct your weekly calendar of lessons, which is customized on the basis of the courses that you intend to follow.
Warning: the personal schedule does not replace the presentation of the study plan! It's an informal tool that can help you better manage the organization of class attendance before the study plan presentation.
After the study plan presentation we recommend you to use the Lecture timetable service in your Online Services.
To create your customized schedule follow these instructions:
- Click on the "Enable" link to proceed. You will be asked your surname and first name in order to determine your alphabetic grouping.
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To add or remove courses from your personal schedule, use the small icons which are found next to the courses:
 addition of the course removal of the course selection of the section of the Laboratory of Architecture
(Note: the effective area in which the teaching will be carried out will be determined after the presentation of the Study Plans)
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The sidebar on the left displays the number of lessons included in schedule.
There are also these commands:
 View the schedule: allows the viewing of the weekly synoptic schedule Delete the schedule: cancels the selections made
When you have finished the entry, you can print the calendar you have made.
| Half semester | | (1) | First Half-semester | | (2) | Second Half-semester |
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Language
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Course completely offered in italian
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Course completely offered in english
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Not available
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Note on the teaching activities
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In case of structured courses taught by more lecturers, the number of students enrolled is related to the individual lecturer module, while the students opinion of the teaching is related to the course as a whole.
The data related to the last academic years (number of students enrolled and students opinion of the teaching) have not yet been defined.
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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the lecturer, are available on the personal web page and in the curriculum vitae indicated on this webpage.
| Office hours | | Department | Floor | Office | Day | Timetable | Telephone | Fax | Notes |
|---|
| Dipartimento di Elettronica, Informazione e Bioingegneria - Edificio 20 | --- | --- | Monday | From 11:
To 12: | --- | --- | It is possible to schedule a meeting by email in a different day of the week/time of the day. |
| | E-mail | manuel.roveri@polimi.it | | Personal website | http://roveri.faculty.polimi.it |
| List of publications and reserach products for the year 2026 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Conference proceedings |
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DQT: Dynamic Quantization Training via Dequantization-Free Nested Integer Arithmetic (Show >>)(Hide <<)
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| Author/s |
Shalby, Hazem Hesham Yousef; Pittorino, Fabrizio; Palermo, Francesca; Trojaniello, Diana; Roveri, Manuel |
| Title of the convention |
The AAAI Conference on Artificial Intelligence |
| Location of the convention |
singapore |
| Title of the review |
--
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| Pages |
25252 - 25259 |
| Item link |
http://hdl.handle.net/11311/1309720 |
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InfoQ: Mixed-Precision Quantization via Global Information Flow (Show >>)(Hide <<)
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| Author/s |
Akbulut, Mehmet Emre; Shalby, Hazem Hesham Yousef; Pittorino, Fabrizio; Roveri, Manuel |
| Title of the convention |
The AAAI Conference on Artificial Intelligence |
| Location of the convention |
singapore |
| Title of the review |
--
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| Pages |
19598 - 19606 |
| Item link |
http://hdl.handle.net/11311/1309724 |
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| Journal Articles |
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Cerberus: Advancing Continuous On-Device Learning with Multi-Head Object Detection (Show >>)(Hide <<)
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| Author/s |
Shalby, Hazem Hesham Yousef; Moosmann, Julian; Trojaniello, Diana; Magno, Michele; Roveri, Manuel |
| Title of the review |
IEEE SENSORS JOURNAL (ISSN: 1530-437X) |
| Volume |
[Online 2026] |
| Brochure |
-- |
| Pages |
1 - 10 |
| Item link |
http://hdl.handle.net/11311/1319388 |
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| Author/s |
Bravin, Riccardo; Pavan, Massimo; Hesham Yousef Shalby, Hazem; Pittorino, Fabrizio; Roveri, Manuel |
| Title of the review |
NEURAL NETWORKS (ISSN: 0893-6080) |
| Volume |
200 |
| Brochure |
-- |
| Pages |
1 - 16 |
| Item link |
http://hdl.handle.net/11311/1309735 |
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Long-Term Time Series Forecasting: The Good, the Bad, and the Ugly (Show >>)(Hide <<)
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| Author/s |
Epifani, Lorenzo; Falcetta, Alessandro; Roveri, Manuel |
| Title of the review |
IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE (ISSN: 1556-603X) |
| Volume |
21 |
| Brochure |
1 |
| Pages |
37 - 56 |
| Item link |
http://hdl.handle.net/11311/1308184 |
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Measuring Methane Emissions in Ambient Air with a Low-Cost, Portable Sensor System: Focus on Scalability and Transferability of the Model (Show >>)(Hide <<)
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| Author/s |
Bertin, Lorenzo; Mentasti, Matteo; Pittorino, Fabrizio; Villa, Veronica; Zanni, Emanuele; Viscardi, Gabriele; Ponzani, Yuri; Massara, Andrea; Roveri, Manuel; Dellaca', Raffaele; Capelli, Laura |
| Title of the review |
SENSORS (ISSN: 1424-8220) |
| Volume |
26 |
| Brochure |
13 |
| Pages |
1 - 30 |
| Item link |
http://hdl.handle.net/11311/1326410 |
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Training TFHE-Based Neural Networks with Approximated Floating-Point Arithmetic (Show >>)(Hide <<)
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| Author/s |
Nicoletti, Emanuele; Pittorino, Fabrizio; Falcetta, Alessandro; Colombo, Luca; Roveri, Manuel |
| Title of the review |
PROCEEDINGS ON PRIVACY ENHANCING TECHNOLOGIES (ISSN: 2299-0984) |
| Volume |
2026 |
| Brochure |
4 |
| Pages |
376 - 395 |
| Item link |
http://hdl.handle.net/11311/1322005 |
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| List of publications and reserach products for the year 2025 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Patents |
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SYSTEM AND COMPUTER-IMPLEMENTED METHOD FOR PROCESSING INPUT DATA THROUGH A NEURAL NETWORK USING A DYNAMIC NESTED QUANTIZATION, WEARABLE DEVICE COMPRISING SUCH A SYSTEM (Show >>)(Hide <<)
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| Author/s |
Roveri, M.; Pittorino, F.; Shalby, Hazem Hesham Yousef |
| Patent owner |
Politecnico di Milano; Luxottica |
| Patent number |
25425026.9 |
| Item link |
http://hdl.handle.net/11311/1315491 |
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| Contributions on scientific books |
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Sensitivity Analysis Exploration of ML Architectures to TinyML Techniques (Show >>)(Hide <<)
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| Author/s of the contributin |
Sharifirad, Iman; Boudjadar, Jalil; Roveri, Manuel; Larsen, Peter Gorm |
| Title of the book |
Proceedings of the 2025 International Conference on Advanced Machine Learning and Data Science, AMLDS 2025 (ISBN: 979-8-3315-1099-2) |
| Author/s of the book |
IEEE |
| Publisher |
Institute of Electrical and Electronics Engineers Inc. |
| Pages |
72 - 78 |
| Item link |
http://hdl.handle.net/11311/1309039 |
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| Conference proceedings |
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A Survey of Quantization Techniques in Embedded AI Toolchains (Show >>)(Hide <<)
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| Author/s |
Hasanpour, Mohammad Amin; Fafoutis, Xenofon; Roveri, Manuel |
| Title of the convention |
2025 IEEE Annual Congress on Artificial Intelligence of Things (AIoT) |
| Location of the convention |
Osaka, Japan |
| Period of the convention |
3- 5 December 2025 |
| Title of the review |
--
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| Pages |
520 - 527 |
| Item link |
http://hdl.handle.net/11311/1309044 |
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CEED: Collaborative Early Exit Neural Network Inference at the Edge (Show >>)(Hide <<)
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| Author/s |
Chen, Yichong; Niu, Zifeng; Roveri, Manuel; Casale, Giuliano |
| Title of the convention |
2025 IEEE Conference on Computer Communications, INFOCOM 2025 |
| Location of the convention |
London, United Kingdom |
| Period of the convention |
MAY 19-22, 2025 |
| Title of the review |
--
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| Pages |
1 - 10 |
| Item link |
http://hdl.handle.net/11311/1309041 |
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DYNAMAX: Dynamic computing for Transformers and Mamba based architectures (Show >>)(Hide <<)
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| Author/s |
Nogales, M.; Gambella, M.; Roveri, M. |
| Title of the convention |
2025 IEEE International Joint Conference on Neural Networks |
| Location of the convention |
Rome, Italy |
| Period of the convention |
30 June- 5 July 2025 |
| Title of the review |
--
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| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1295445 |
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Dendron: Enhancing Human Activity Recognition With on-Device Tinyml Learning (Show >>)(Hide <<)
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| Author/s |
Shalby, Hazem Hesham Yousef; Roveri, Manuel |
| Title of the convention |
2025 IEEE Symposium on Computational Intelligence on Engineering/Cyber Physical Systems, CIES 2025 |
| Location of the convention |
Norway |
| Period of the convention |
2025 |
| Title of the review |
--
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| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1293335 |
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Enhancing Privacy-Preserving Cancer Classification with Convolutional Neural Networks (Show >>)(Hide <<)
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| Author/s |
Colombo, Aurora Anna Francesca; Colombo, Luca; Falcetta, Alessandro; Roveri, Manuel |
| Title of the convention |
Pacific Symposium on Biocomputing |
| Location of the convention |
Big Island of Hawaii, Hawaii |
| Period of the convention |
4 – 8 January 2025 |
| Title of the review |
--
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| Pages |
565 - 579 |
| Item link |
http://hdl.handle.net/11311/1285938 |
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HEDEL: Homomorphically Encrypted Distributed Ensemble Learning (Show >>)(Hide <<)
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| Author/s |
Pazzi, Riccardo; Falcetta, Alessandro; Roveri, Manuel |
| Title of the convention |
2025 International Joint Conference on Neural Networks, IJCNN 2025 |
| Location of the convention |
Roma, Italia |
| Period of the convention |
30 June- 5 July 2025 |
| Title of the review |
--
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| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1307889 |
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Low-cost portable sensor toolbox for methane emissions quantification in landfills (Show >>)(Hide <<)
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| Author/s |
Villa, Veronica; Mentasti, Matteo; Bertin, Lorenzo; Vernola, Dario; Zanni, Emanuele; Ardito, Maria; Viscardi, Gabriele; Ponzani, Yuri; Massara, Andrea; Roveri, Manuel; Dellaca’, Raffaele; Capelli, Laura |
| Title of the convention |
Sardinia 2025 |
| Location of the convention |
Santa Margherita di Pula (CA) |
| Period of the convention |
13-17/10/2025 |
| Title of the review |
--
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| Pages |
1 - 7 |
| Item link |
http://hdl.handle.net/11311/1302379 |
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NITRO-D: Native Integer-Only Training of Deep Convolutional Neural Networks (Show >>)(Hide <<)
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| Author/s |
Pirillo, Alberto; Colombo, Luca; Roveri, Manuel |
| Title of the convention |
28th European Conference on Artificial Intelligence, ECAI 2025 |
| Location of the convention |
Bologna |
| Period of the convention |
2025 |
| Title of the review |
--
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| Pages |
588 - 595 |
| Item link |
http://hdl.handle.net/11311/1308034 |
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On-Sensor Convolutional Neural Networks with Early-Exits (Show >>)(Hide <<)
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| Author/s |
Yousef Shalby, Hazem Hesham; De Vecchi, Arianna; Scandelli, Alice; Bartoli, Pietro; Trojaniello, Diana; Roveri, Manuel; Villa, Federica |
| Title of the convention |
2025 IEEE Symposium on Computational Intelligence on Engineering/Cyber Physical Systems Companion (CIES Companion) |
| Location of the convention |
Trondheim, Norway |
| Period of the convention |
17- 20 March 2025 |
| Title of the review |
--
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| Pages |
1 - 5 |
| Item link |
http://hdl.handle.net/11311/1293336 |
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Preliminary evaluation of a portable electronic nose for landfill odours classification and quantification (Show >>)(Hide <<)
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| Author/s |
Vernola, Dario; Villa, Veronica; Zanni, Emanuele; Viscardi, Gabriele; Dellaca’, Raffaele; Capelli, Laura; Roveri, Manuel |
| Title of the convention |
Sardinia 2025 |
| Location of the convention |
Santa Margherita di Pula (CA) |
| Period of the convention |
13-17/10/2025 |
| Title of the review |
--
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| Pages |
1 - 3 |
| Item link |
http://hdl.handle.net/11311/1302378 |
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Quantifying Cryptocurrency Unpredictability: A Comprehensive Study of Complexity and Forecasting (Show >>)(Hide <<)
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| Author/s |
Puoti, Francesco; Pittorino, Fabrizio; Roveri, Manuel |
| Title of the convention |
AIMLSystems '24: the 4th International Conference on AI-ML Systems |
| Location of the convention |
Louisiana State University, Baton Rouge, USA |
| Period of the convention |
8- 11 October 2024 |
| Title of the review |
--
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| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1287263 |
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| Author/s |
Pavan, Massimo; Galimberti, Claudio; Roveri, Manuel |
| Title of the convention |
2025 International Joint Conference on Neural Networks, IJCNN 2025 |
| Location of the convention |
Pontifical Gregorian University, ita |
| Period of the convention |
2025 |
| Title of the review |
--
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| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1309333 |
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Unveiling the Potential of Tiny Machine Learning for Enhanced People Counting in UWB Radar Data (Show >>)(Hide <<)
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| Author/s |
Pavan, Massimo; Navarro, Luis González; Caltabiano, Armando; Roveri, Manuel |
| Title of the convention |
Joint European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2023 |
| Location of the convention |
Torino, Italy |
| Period of the convention |
18-22 September 2023 |
| Title of the review |
--
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| Pages |
168 - 184 |
| Item link |
http://hdl.handle.net/11311/1286915 |
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VETT: VectorDB-Enabled Transfer-Learning for Time-Series Forecasting (Show >>)(Hide <<)
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| Author/s |
Falcetta, Alessandro; Cristofaro, Giulio; Epifani, Lorenzo; Roveri, Manuel |
| Title of the convention |
The Fourth International Conference on Artificial Intelligence and Machine Learning Systems |
| Location of the convention |
Baton Rouge, USA |
| Period of the convention |
8-11 October 2024 |
| Title of the review |
--
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| Pages |
1 - 9 |
| Item link |
http://hdl.handle.net/11311/1284546 |
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| Journal Articles |
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Advancements in Context Recognition for Edge Devices and Smart Eyewear: Sensors and Applications (Show >>)(Hide <<)
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| Author/s |
Palermo, Francesca; Casciano, Luca; Demagh, Lokmane; Teliti, Aurelio; Antonello, Niccolò; Gervasoni, Giacomo; Shalby, Hazem Hesham Yousef; Paracchini, Marco Brando; Mentasti, Simone; Quan, Hao; Santambrogio, Riccardo; Gilbert, Cédric; Roveri, Manuel; Matteucci, Matteo; Marcon, Marco; Trojaniello, Diana |
| Title of the review |
IEEE ACCESS (ISSN: 2169-3536) |
| Volume |
13 |
| Brochure |
-- |
| Pages |
57062 - 57100 |
| Item link |
http://hdl.handle.net/11311/1292245 |
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Architecture-aware minimization (A2M): how to find flat minima in neural architecture search (Show >>)(Hide <<)
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| Author/s |
Gambella, M.; Roveri, M.; Pittorino, F. |
| Title of the review |
MACHINE LEARNING: SCIENCE AND TECHNOLOGY (ISSN: 2632-2153) |
| Volume |
6 |
| Brochure |
3 |
| Pages |
1 - 28 |
| Item link |
http://hdl.handle.net/11311/1295436 |
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Big Data, Machine Learning, and Personalization in Health Systems: Ethical Issues and Emerging Trade-Offs (Show >>)(Hide <<)
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| Author/s |
Canali, Stefano; Falcetta, Alessandro; Pavan, Massimo; Roveri, Manuel; Schiaffonati, Viola |
| Title of the review |
SCIENCE AND ENGINEERING ETHICS (ISSN: 1471-5546) |
| Volume |
31 |
| Brochure |
5 |
| Pages |
1 - 16 |
| Item link |
http://hdl.handle.net/11311/1298054 |
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NACHOS: Neural Architecture Search for Hardware-Constrained Early-Exit Neural Networks (Show >>)(Hide <<)
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| Author/s |
Gambella, M.; Roveri, M.; Pomponi, J.; Scardapane, S. |
| Title of the review |
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (ISSN: 2162-2388) |
| Volume |
36 |
| Brochure |
10 |
| Pages |
19342 - 19355 |
| Item link |
http://hdl.handle.net/11311/1295444 |
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SELA: Smart Edge LLM Agent to Optimize Response Trade-offs of AI Assistants (Show >>)(Hide <<)
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| Author/s |
Tuli, Shreshth; Casale, Giuliano; Roveri, Manuel |
| Title of the review |
PROCEEDINGS OF THE ACM ON INTERACTIVE, MOBILE, WEARABLE AND UBIQUITOUS TECHNOLOGIES (ISSN: 2474-9567) |
| Volume |
9 |
| Brochure |
3 |
| Pages |
1 - 18 |
| Item link |
http://hdl.handle.net/11311/1309037 |
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Training multi-layer binary neural networks with random local binary error signals (Show >>)(Hide <<)
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| Author/s |
Colombo, Luca; Pittorino, Fabrizio; Roveri, Manuel |
| Title of the review |
MACHINE LEARNING: SCIENCE AND TECHNOLOGY (ISSN: 2632-2153) |
| Volume |
6 |
| Brochure |
3 |
| Pages |
1 - 24 |
| Item link |
http://hdl.handle.net/11311/1295905 |
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| List of publications and reserach products for the year 2024 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Abstract in Atti di convegno |
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Integrated modelling for water resource management during droughts (Show >>)(Hide <<)
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| Author/s |
Piazza, S.; Galletti, A.; Sambito, M.; Roveri, M.; Puoti, F.; Raimondi, A. |
| Title of the book |
Book of abstracts RETURN Dissemination Workshop |
| Author/s of the book |
Costamagna, E., & Mazzoglio, P. |
| Name of the project |
Multi-Risk sciEnce for resilienT commUnities undeR a changiNg climate |
| Publisher |
Fondazione Return |
| Number of pages |
2 |
| Title of the convention |
Return Dissemination Workshop |
| Location of the convention |
Torino |
| Period of the convention |
01/02/2024 - 02/02/2024 |
| Pages |
69 - 70 |
| Item link |
http://hdl.handle.net/11311/1276057 |
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| Poster |
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Innovative approach to monitor GHG emissions from landfills and brownfield sites by combining ground measurements and satellite observations: first research activities for the development of a low-cost sensor toolbox (Show >>)(Hide <<)
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| Author/s |
Ponzani, Yuri; Vernola, Dario; Villa, Veronica; Robbiani, Stefano; Lotesoriere, BEATRICE JULIA; Prudenza, Stefano; Viscardi, Gabriele; Roveri, Manuel; Dellacà, Raffaele; Capelli, Laura |
| Title of the book |
ECOMONDO The green technology expo |
| Item link |
http://hdl.handle.net/11311/1276914 |
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| Patents |
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COMPUTER IMPLEMENTED METHOD FOR OBTAINING AN OUTPUT RESPONSE TO A NATURAL LANGUAGE INPUT PROMPT (Show >>)(Hide <<)
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| Author/s |
Roveri, Manuel; Tuli, Shreshth; Casale, Giuliano; Diana, Trojaniello; Francesca, Palermo; Tommaso, Ongarello |
| Patent owner |
Politecnico di Milano; Luxottica |
| Patent number |
EP24425060 |
| Item link |
http://hdl.handle.net/11311/1290644 |
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WEARABLE DEVICE WITH A HUMAN ACTIVITY RECOGNITION SYSTEM AND A HUMAN ACTIVITY RECOGNITION METHOD FOR DETERMINING THE HUMAN ACTIVITY OF A USER WEARING THE WEARABLE DEVICE (Show >>)(Hide <<)
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| Author/s |
Ongarello, Tommaso; Trojaniello, Diana; Palermo, Francesca; Roveri, Manuel; Shalby, HAZEM HESHAM YOUSEF |
| Patent owner |
Politecnico di Milano, Luxottica |
| Patent number |
102024000006352 |
| Item link |
http://hdl.handle.net/11311/1290505 |
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| Contributions on scientific books |
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ChainNet: A Customized Graph Neural Network Model for Loss-Aware Edge AI Service Deployment (Show >>)(Hide <<)
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| Author/s of the contributin |
Niu, Zifeng; Roveri, Manuel; Casale, Giuliano |
| Title of the book |
Proceedings - 2024 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2024 (ISBN: 979-8-3503-4105-8) |
| Author/s of the book |
IEEE/IFIP |
| Publisher |
Institute of Electrical and Electronics Engineers Inc. |
| Pages |
238 - 251 |
| Item link |
http://hdl.handle.net/11311/1286081 |
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| Conference proceedings |
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A Layer-Wise Personalization Approach for Transformer-Based Federated Anomaly Detection (Show >>)(Hide <<)
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| Author/s |
Barbieri, Luca; Brambilla, Mattia; Roveri, Manuel |
| Title of the convention |
2024 2nd International Conference on Federated Learning Technologies and Applications (FLTA) |
| Location of the convention |
Valencia, Spain |
| Period of the convention |
17/09/2024 - 20/09/2024 |
| Title of the review |
--
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| Pages |
32 - 38 |
| Item link |
http://hdl.handle.net/11311/1281345 |
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An Efficient Neural Architecture Search Model for Medical Image Classification (Show >>)(Hide <<)
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| Author/s |
Xie, L.; Lomurno, E.; Gambella, M.; Ardagna, D.; Roveri, M.; Matteucci, M.; Shi, Q. |
| Title of the convention |
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning |
| Location of the convention |
Bruges, Belgium |
| Period of the convention |
9 - 11 October 2024 |
| Title of the review |
--
|
| Pages |
661 - 666 |
| Item link |
http://hdl.handle.net/11311/1269644 |
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FlatNAS: optimizing Flatness in Neural Architecture Search for Out-of-Distribution Robustness (Show >>)(Hide <<)
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| Author/s |
Gambella, M.; Pittorino, F.; Roveri, M. |
| Title of the convention |
2024 International Joint Conference on Neural Networks, IJCNN 2024 |
| Location of the convention |
Yokohama, Japan |
| Period of the convention |
JUNE 30-JUL 05, 2024 |
| Title of the review |
--
|
| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1271863 |
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Modellazione integrata per la gestione urbana delle risorse idriche durante periodi di siccità (Show >>)(Hide <<)
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| Author/s |
Piazza, S.; Galletti, A.; Sambito, M.; Roveri, M.; Puoti, F.; Raimondi, A. |
| Title of the convention |
XXXIX Convegno Nazionale di Idraulica e Costruzioni Idrauliche |
| Location of the convention |
Parma |
| Period of the convention |
15/09/2024 - 18/09/2024 |
| Title of the review |
--
|
| Pages |
287 - 290 |
| Item link |
http://hdl.handle.net/11311/1276054 |
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StreamTinyNet: video streaming analysis with spatial-temporal TinyML (Show >>)(Hide <<)
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| Author/s |
Shalby, HAZEM HESHAM YOUSEF; Pavan, Massimo; Roveri, Manuel |
| Title of the convention |
2024 International Joint Conference on Neural Networks (IJCNN) |
| Location of the convention |
Yokohama, Japan |
| Period of the convention |
30 June-5 July 2024 |
| Title of the review |
--
|
| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1286923 |
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TinyML4D: Scaling Embedded Machine Learning Education in the Developing World (Show >>)(Hide <<)
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| Author/s |
Plancher, B.; Buttrich, S.; Ellis, J.; Goveas, N.; Kazimierski, L.; Sotelo, J.; Lukic, M.; Mendez, D.; Nordin, R.; Trevisan, A.; Pavan, M.; Roveri, M.; Rüb, M.; Tum, J.; Verhelst, M.; Abdeljabar, S.; Adebayo, S.; Amberg, T.; Aworinde, H.; Bagur, J.; Barrett, G.; Benamar, N.; Chaudhari, B.; Criollo, R.; Cuartielles, D.; Filho, J.; Gizaw, S.; Gousev, E.; Grande, A.; Hymel, S.; Ing, P.; Manandhar, P.; Manzoni, P.; Murmann, B.; Pan, E.; Paskauskas, R.; Pietrosemoli, E.; Pimenta, T.; Rovai, M.; Zennaro, M.; Reddi, V. |
| Title of the convention |
the AAAI 2024 Spring Symposium Series |
| Location of the convention |
Stanford, California |
| Period of the convention |
25- 27 March 2024 |
| Title of the review |
--
|
| Pages |
508 - 515 |
| Item link |
http://hdl.handle.net/11311/1272527 |
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TinySV: Speaker Verification in TinyML with On-device Learning (Show >>)(Hide <<)
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| Author/s |
Pavan, Massimo; Mombelli, Gioele; Sinacori, Francesco; Roveri, Manuel |
| Title of the convention |
the 4th International Conference on AI-ML Systems |
| Location of the convention |
Baton Rouge, Louisiana, USA |
| Period of the convention |
8- 11 October 2024 |
| Title of the review |
--
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| Pages |
1 - 10 |
| Item link |
http://hdl.handle.net/11311/1286917 |
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Training Encrypted Neural Networks on Encrypted Data with Fully Homomorphic Encryption (Show >>)(Hide <<)
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| Author/s |
Colombo, Luca; Falcetta, Alessandro; Roveri, Manuel |
| Title of the convention |
12th Workshop on Encrypted Computing and Applied Homomorphic Cryptography, WAHC 2024 |
| Location of the convention |
Salt Lake City, UT, USA |
| Period of the convention |
14/10/2024 |
| Title of the review |
--
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| Pages |
1 - 12 |
| Item link |
http://hdl.handle.net/11311/1286129 |
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| Scientific Books |
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RECKON: Tecnologie abilitanti per il monitoraggio degli elementi di contesto (Operatore-Macchina-Ambiente) per la prevenzione di incidenti sul lavoro (Show >>)(Hide <<)
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| Author/s |
Accordini, Davide; Agnello, Patrizia; Ansaldi, Silvia M.; Arrigoni, Stefano; Braghin, Francesco; Cagno, Enrico; Frascheri, Cinzia; Lenzi, Emilia; Piantella, Davide; Roveri, Manuel; Tanca, Letizia; Viscardi, Gabriele |
| ISBN Code |
9788874848331 |
| Publisher |
INAIL |
| Number of pages |
83 |
| Item link |
http://hdl.handle.net/11311/1272842 |
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| Journal Articles |
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EVAD: encrypted vibrational anomaly detection with homomorphic encryption (Show >>)(Hide <<)
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| Author/s |
Falcetta, Alessandro; Roveri, Manuel |
| Title of the review |
NEURAL COMPUTING & APPLICATIONS (ISSN: 0941-0643) |
| Volume |
36 |
| Brochure |
13 |
| Pages |
7359 - 7372 |
| Item link |
http://hdl.handle.net/11311/1262917 |
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Evolving Fuzzy Prediction Intervals in Nonstationary Environments (Show >>)(Hide <<)
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| Author/s |
Cartagena, Oscar; Trovò, Francesco; Roveri, Manuel; Sáez, Doris |
| Title of the review |
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE (ISSN: 2471-285X) |
| Volume |
8 |
| Brochure |
1 |
| Pages |
903 - 916 |
| Item link |
http://hdl.handle.net/11311/1259775 |
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INNOVATIVE APPROACH TO MONITOR GHG EMISSIONS FROM LANDFILLS AND BROWNFIELD SITES BY COMBINING GROUND MEASUREMENTS AND SATELLITE OBSERVATIONS (Show >>)(Hide <<)
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| Author/s |
Ponzani, Y.; Vernola, D.; Villa, V.; Robbiani, S.; Lotesoriere, B. J.; Viscardi, G.; Ratti, C.; Prudenza, S.; Roveri, M.; Dellaca, R.; Capelli, L. |
| Title of the review |
PROCEDIA ENVIRONMENTAL SCIENCE, ENGINEERING AND MANAGEMENT (ISSN: 2392-9545) |
| Volume |
11 |
| Brochure |
4 |
| Pages |
599 - 609 |
| Item link |
http://hdl.handle.net/11311/1281663 |
|
| Author/s |
Casale, Giuliano; Roveri, Manuel |
| Title of the review |
IEEE TRANSACTIONS ON COMPUTERS (ISSN: 0018-9340) |
| Volume |
73 |
| Brochure |
2 |
| Pages |
451 - 465 |
| Item link |
http://hdl.handle.net/11311/1259774 |
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The ESCAPE Project: Sensor Selection for the Development of a Portable System for Landfill Surface Emission Monitoring (Show >>)(Hide <<)
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| Author/s |
Villa, V.; Vernola, D.; Robbiani, S.; Lotesoriere, B. J.; Ratti, C.; Viscardi, G.; Roveri, M.; Dellaca, R.; Ponzani, Y.; Capelli, L. |
| Title of the review |
CHEMICAL ENGINEERING TRANSACTIONS (ISSN: 2283-9216) |
| Volume |
112 |
| Brochure |
-- |
| Pages |
145 - 150 |
| Item link |
http://hdl.handle.net/11311/1276907 |
|
| Author/s |
Disabato, Simone; Roveri, Manuel |
| Title of the review |
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (ISSN: 2162-237X) |
| Volume |
35 |
| Brochure |
6 |
| Pages |
8470 - 8481 |
| Item link |
http://hdl.handle.net/11311/1232951 |
|
| List of publications and reserach products for the year 2023 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Contributions on scientific books |
|
Coupling QoS Co-Simulation with Online Adaptive Arrival Forecasting (Show >>)(Hide <<)
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| Author/s of the contributin |
Chen, Yichong; Roveri, Manuel; Tuli, Shreshth; Casale, Giuliano |
| Title of the book |
2023 19th International Conference on Network and Service Management, CNSM 2023 (ISBN: 978-3-903176-59-1) |
| Author/s of the book |
IEEE |
| Publisher |
Institute of Electrical and Electronics Engineers Inc. |
| Pages |
1 - 9 |
| Item link |
http://hdl.handle.net/11311/1286082 |
|
| Conference proceedings |
|
EDANAS: Adaptive Neural Architecture Search for Early Exit Neural Networks (Show >>)(Hide <<)
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| Author/s |
Gambella, M.; Roveri, M. |
| Title of the convention |
2023 IEEE International Joint Conference on Neural Networks, IJCNN 2023 |
| Location of the convention |
Gold Coast, Australia |
| Title of the review |
--
|
| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1249327 |
|
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GreenTea: Time-series Exploration as-a-Service for environmental science (Show >>)(Hide <<)
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| Author/s |
Puoti, Francesco; Falcetta, Alessandro; Roveri, Manuel; Riva, Diego; Chiggiato, Davide |
| Title of the convention |
2023 IEEE Conference on Artificial Intelligence (CAI) |
| Location of the convention |
Santa Clara, CA, USA |
| Title of the review |
--
|
| Pages |
311 - 313 |
| Item link |
http://hdl.handle.net/11311/1248498 |
|
| Author/s |
Roveri, M. |
| Title of the convention |
International Conference on Computational Intelligence and Data Analytics ICCIDA 2022 |
| Location of the convention |
Hyderabad, India |
| Title of the review |
--
|
| Pages |
23 - 39 |
| Item link |
http://hdl.handle.net/11311/1232950 |
|
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TIFeD: a Tiny Integer-based Federated learning algorithm with Direct feedback alignment (Show >>)(Hide <<)
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| Author/s |
Colombo, Luca; Falcetta, Alessandro; Roveri, Manuel |
| Title of the convention |
The Third International Conference on Artificial Intelligence and Machine Learning Systems |
| Location of the convention |
Bangalore, India |
| Period of the convention |
October 25-28, 2023 |
| Title of the review |
--
|
| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1270123 |
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To Personalize or Not To Personalize? Soft Personalization and the Ethics of ML for Health (Show >>)(Hide <<)
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| Author/s |
Falcetta, Alessandro; Pavan, Massimo; Canali, Stefano; Schiaffonati, Viola; Roveri, Manuel |
| Title of the convention |
2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA) |
| Location of the convention |
Thessaloniki, Greece |
| Title of the review |
--
|
| Pages |
1 - 10 |
| Item link |
http://hdl.handle.net/11311/1255866 |
|
| Journal Articles |
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A Tiny Transformer-Based Anomaly Detection Framework for IoT Solutions (Show >>)(Hide <<)
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| Author/s |
Barbieri, Luca; Brambilla, Mattia; Stefanutti, Mario; Romano, Ciro; De Carlo, Niccolò; Roveri, Manuel |
| Title of the review |
IEEE OPEN JOURNAL OF SIGNAL PROCESSING (ISSN: 2644-1322) |
| Volume |
4 |
| Brochure |
-- |
| Pages |
462 - 478 |
| Item link |
http://hdl.handle.net/11311/1257040 |
|
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TyBox: an automatic design and code-generation toolbox for TinyML incremental on-device learning (Show >>)(Hide <<)
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| Author/s |
Pavan, Massimo; Ostrovan, Eugeniu; Caltabiano, Armando; Roveri, Manuel |
| Title of the review |
ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS (ISSN: 1539-9087) |
| Volume |
23 |
| Brochure |
3 |
| Pages |
1 - 26 |
| Item link |
http://hdl.handle.net/11311/1249361 |
|
| List of publications and reserach products for the year 2022 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Contributions on scientific books |
| Author/s of the contributin |
Bonarini, Andrea; Alippi, Cesare; Colombetti, Marco; Amigoni, Francesco; Boracchi, Giacomo; Caglioti, Vincenzo; Gini, Giuseppina; Loiacono, Daniele; Matteucci, Matteo; Restelli, Marcello; Roveri, Manuel; Schiaffonati, Viola |
| Title of the book |
Le radici del futuro - Storie dal Politecnico di Milano (ISBN: 9788891650702) |
| Author/s of the book |
A. De Maio, C. Treu |
| Publisher |
Maggioli editore |
| Pages |
225 - 236 |
| Item link |
http://hdl.handle.net/11311/1209073 |
|
| Conference proceedings |
| Author/s |
Gambella, Matteo; Falcetta, Alessandro; Roveri, Manuel |
| Title of the convention |
2022 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2022 |
| Location of the convention |
Prague, Hungary |
| Title of the review |
--
|
| Pages |
2918 - 2923 |
| Item link |
http://hdl.handle.net/11311/1232953 |
|
|
On-device Subject Recognition in UWB-radar Data with Tiny Machine Learning (Show >>)(Hide <<)
|
| Author/s |
Pavan, M.; Caltabiano, A.; Roveri, M. |
| Title of the convention |
Cyber-Physical Systems Workshop (CPSW) |
| Location of the convention |
Pula - Cagliari (IT) |
| Title of the review |
--
|
| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1232865 |
|
|
Privacy-preserving time series prediction with temporal convolutional neural networks (Show >>)(Hide <<)
|
| Author/s |
Falcetta, A.; Roveri, M. |
| Title of the convention |
2022 International Joint Conference on Neural Networks, IJCNN 2022 |
| Location of the convention |
Padua, Italy |
| Period of the convention |
2022 |
| Title of the review |
--
|
| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1225751 |
|
|
T4C: A Framework for Time-Series Clustering-as-a-Service (Show >>)(Hide <<)
|
| Author/s |
Falcetta, A.; Roveri, M. |
| Title of the convention |
2022 CPS Summer School PhD Workshop, CPSWS 2022 |
| Location of the convention |
Pula |
| Period of the convention |
2022 |
| Title of the review |
--
|
| Pages |
1 - 10 |
| Item link |
http://hdl.handle.net/11311/1225752 |
|
| Author/s |
Pavan, M; Caltabiano, A; Roveri, M |
| Title of the convention |
World congress on computational intelligence (WCCI) |
| Location of the convention |
PADUA (IT) |
| Title of the review |
--
|
| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1232826 |
|
| Journal Articles |
|
A transfer-learning approach for corrosion prediction in pipeline infrastructures (Show >>)(Hide <<)
|
| Author/s |
Canonaco, G.; Roveri, M.; Alippi, C.; Podenzani, F.; Bennardo, A.; Conti, M.; Mancini, N. |
| Title of the review |
APPLIED INTELLIGENCE (ISSN: 0924-669X) |
| Volume |
52 |
| Brochure |
7 |
| Pages |
7622 - 7637 |
| Item link |
http://hdl.handle.net/11311/1232949 |
|
|
Leak detection and localization in water distribution networks by combining expert knowledge and data-driven models (Show >>)(Hide <<)
|
| Author/s |
Soldevila, A.; Boracchi, G.; Roveri, M.; Tornil-Sin, S.; Puig, V. |
| Title of the review |
NEURAL COMPUTING & APPLICATIONS (ISSN: 0941-0643) |
| Volume |
34 |
| Brochure |
6 |
| Pages |
4759 - 4779 |
| Item link |
http://hdl.handle.net/11311/1203793 |
|
|
Privacy-Preserving Deep Learning With Homomorphic Encryption: An Introduction (Show >>)(Hide <<)
|
| Author/s |
Falcetta, A; Roveri, M |
| Title of the review |
IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE (ISSN: 1556-603X) |
| Volume |
17 |
| Brochure |
3 |
| Pages |
14 - 25 |
| Item link |
http://hdl.handle.net/11311/1220487 |
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