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Addimando, Loredana and Rubegni, Elisa and Mangili, Francesca and Antonucci, Alessandro and D'Alessio, Germana and Hardie, Jan (2016) Adaptive Systems for foreign languages learning: a new tool in Canton Ticino (Switzerland). In: European Conference on Educational Research, ECER 2016, 23.08.2016 - 26.08.2016, Dublin.
Adorni, Giorgia and Mangili, Francesca and Piatti, Alberto and Bonesana, Claudio and Antonucci, Alessandro (2023) Rubric-based learner modelling via noisy gates Bayesian networks for computational thinking skills assessment. Journal of Communications Software and System, 19 (1). pp. 52-64.
Antonucci, Alessandro and Mangili, Francesca and Bonesana, Claudio and Adorni, Giorgia (2022) Intelligent tutoring systems by Bayesian nets with noisy gates. In: UNSPECIFIED.
Antonucci, Alessandro and Mangili, Francesca and Bonesana, Claudio and Adorni, Giorgia (2021) A new score for adaptive tests in Bayesian and credal networks. In: Symbolic and Quantitative Approaches to Reasoning With Uncertainty.
Antonucci, Alessandro and Corani, Giorgio and Bernaschina, Sandra (2012) Active learning by the naive credal classifier. In: Communications in Computer and Information Science, Advances in Computational Intelligence UNSPECIFIED, Granada (Spain).
Antonucci, Alessandro and De Campos, Cassio Polpo and Huber, David and Zaffalon, Marco (2015) Approximate credal network updating by linear programming with applications to decision making. International Journal of Approximate Reasoning, 58. 25 - 38. ISSN 0888-613X
Antonucci, Alessandro and Facchini, Alessandro and Mattei, Lilith (2019) Credal sentential decision diagrams. In: International Symposium on Imprecise Probabilities: Theories and Applications.
Antonucci, Alessandro and Huber, David and Zaffalon, Marco and Luginbühl, Philippe and Chapman, Ian and Ladouceur, Richard (2013) CREDO: a Military Decision-Support System based on Credal Networks. In: Proceedings of the 16th Conference on Information Fusion (FUSION 2013) 16th International Conference on Information Fusion, 9-12 July 2013, Askeri Museum, Istanbul, Turkey.
Athanasiadis, Ioannis N. and Rizzoli, Andrea Emilio and Donatelli, Marcello and Carlini, Laura (2011) Enriching environmental software model interfaces through ontology-based tools. International Journal of Advanced Systemic Studies, 4 (1/2). pp. 94-105. ISSN 1751-0597
Avellino, Giuseppe and Pariente Lobo, Tomàs and Schimak, Gerald and Rizzoli, Andrea Emilio and Dihé, Pascal (2011) Applying semantics in the environmental domain: The TaToo project approach. In: Innovations in Sharing Environmental Observation and Information 25th Enviroinfo Conference "Environmental Informatics", Ispra (VA) Italy.
Azzimonti, Laura and Corani, Giorgio and Scutari, Marco (2021) A Bayesian Hierarchical score for structure learning from related data sets. International Journal of Approximate Reasoning.
Bellenberg, Sören and Buetti-Dinh, Antoine and Galli, Vanni and Ilie, Olga and Herold, Malte and Christel, Stephan and Boretska, Maria and Pivkin, Igor V and Wilmes, Paul and Sand, Wolfgang (2018) Automated microscopical analysis of metal sulfide colonization by acidophilic microorganisms. Appl. Environ. Microbiol.. AEM-01835. (In Press)
Benavoli, Alessio and Corani, Giorgio (2021) State Space approximation of Gaussian Processes for time-series forecasting. In: Proc. Workshop on Advanced Analytics and Learning on Temporal Data, 6th ECML PKDD Workshop, AALTD 2021.
Benavoli, Alessio and Corani, Giorgio and Mangili, Francesca (2016) Should we really use post-hoc tests based on mean-ranks? Journal of Machine Learning Research, 17 (5). pp. 1-10.
Benavoli, Alessio and Corani, Giorgio and Mangili, Francesca and Zaffalon, Marco (2015) A Bayesian nonparametric procedure for comparing algorithms. In: Proceedings of the 32th International Conference on Machine Learning (ICML 2015) 32th International Conference on Machine Learning (ICML 2015), 06.07.2015-11.07.2015, Lille, France.
Berjano, Pedro and Langella, Francesco and Ventriglia, Luca and Compagnone, Domenico and Barletta, Paolo and Huber, David and Mangili, Francesca and Licandro, Ginevra and Galbusera, Fabio and Cina, Andrea and Bassani, Tito and Lamartina, Claudio and Scaramuzzo, Laura and Bassani, Roberto and Brayda-Bruno, Marco and Villafañe, Jorge Hugo and Monti, Lorenzo and Azzimonti, Laura (2021) The Influence of Baseline Clinical Status and Surgical Strategy on Early Good to Excellent Result in Spinal Lumbar Arthrodesis: A Machine Learning Approach. Journal of Personalized Medicine, 11 (12). p. 1377. ISSN 2075-4426
Bianchi, Filippo Maria and Grattarola, Daniele and Livi, Lorenzo and Alippi, Cesare (2022) Graph Neural Networks with Convolutional ARMA Filters. IEEE Transactions on Pattern Analysis and Machine Intellingence, vol. 44 no. 7, pp. 3496-3507.
Bonesana, Claudio and Mangili, Francesca and Antonucci, Alessandro (2021) ADAPQUEST: a software for web-based adaptive questionnaires based on Bayesian networks. In: AI4EDU: Artificial Intelligence for Education (@ Ijcai2021).
Bonomi, Niko and Cardoso, Felipe and Confalonieri, Matteo and Daniele, Fabio and Ferrario, Andrea and Foletti, Michele and Giordano Cremonese, Silvia and Luceri, Luca and Pedrazzoli, Paolo (2021) Smart quality control powered by machine learning algorithms. In: 2021 IEEE 17th International Conference on Automation Science and Engineering (CASE), Lyon.
Botturi, Luca and Giordani, Alessandro (2008) Etica e formazione. Il caso dei sistemi adattativi multimediali. Rivista della Facoltà Teologica di Lugano.
Bucher, Dominik and Cellina, Francesca and Mangili, Francesca and Raubal, Martin and Rudel, Roman and Rizzoli, Andrea Emilio and Elabed, Omar (2016) Exploiting Fitness Apps for Sustainable Mobility – Challenges Deploying the GoEco! App. In: 4th International Conference on ICT for Sustainability (ICT4S), 29.08.2016 - 01.09.2016, Amsterdam, The Netherlands.
Bucher, Dominik and Mangili, Francesca and Bonesana, Claudio and Cellina, Francesca and Jonietz, David and Raubal, Martin (2017) Extracting eco-feedback information fromautomatic activity tracking to promote energy-efficient individualmobility behavior. In: Computer Science Research and Development - Special Issue EnergieInformatik 2017, October, 5-6 2017, Lugano.
Bucher, Dominik and Mangili, Francesca and Bonesana, Claudio and Jonietz, David and Cellina, Francesca and Raubal, Martin (2017) Extracting Eco-Feedback from Movement Trajectories. In: SCCER Mobility Annual Conference 2017, 15.09.2017, ETH Zurich, Switzerland.
Bucher, Dominik and Mangili, Francesca and Cellina, Francesca and Bonesana, Claudio and Jonietz, David and Raubal, Martin (2019) From location tracking to personalized eco-feedback: A framework for geographic information collection, processing and visualization to promote sustainable mobility behaviors. Travel Behaviour and Society, 14. pp. 43-56. ISSN ISSN 2214-367X
Cellina, Francesca and Simão, José and Mangili, Francesca and Vermes, Nicola (2022) Sustainable mobility persuasion via smartphone apps: Lessons from a Swiss case study on how to design point-based rewarding systems. Travel Behaviour and Society, 31. pp. 178-188. ISSN ISSN 2214-367X
Chavez-Garcia, Ricardo Omar and Furger, Emian Daniel and Kronauer, Samuele and Brianza, Christian and Scarfò, Marco and Diviani, Luca and Giusti, Alessandro (2020) Learning to predict metal deformations in hot-rolling processes. IEEE Robotics and Automation Letters, 5 (4). pp. 6270-6277.
Cominola, Andrea and Giuliani, Matteo and Piga, Dario and Castelletti, Andrea and Rizzoli, Andrea Emilio (2015) Benefits and challenges of using smart meters for advancing residential water demand modeling and management: A review. Environmental Modelling & Software, 72 (2015). pp. 198-214. ISSN 1364-8152
Cominola, Andrea and Giuliani, Matteo and Piga, Dario and Castelletti, Andrea and Rizzoli, Andrea Emilio (2017) A Hybrid Signature-based Iterative Disaggregation algorithm for Non-Intrusive Load Monitoring. Applied Energy, 185 (2017). pp. 331-344. ISSN 0306-2619
Cominola, Andrea and Giuliani, Matteo and Piga, Dario and Castelletti, Andrea and Rizzoli, Andrea Emilio and Anda, Martin (2015) Modelling Residential Water Consumers ' Behaviors By Feature Selection and Feature Weighting. In: E-proceedings of the 36th IAHR World Congress The 36th IAHR World Congress.
Corani, Giorgio and Antonucci, Alessandro and De Rosa, Rocco (2012) Compression-based AODE classifiers. In: 20th European Conference on Artificial Intelligence (ECAI 2012), 27.08.2012-31.08.2012, Montpellier, France.
Corani, Giorgio and Antonucci, Alessandro and Mauá, Denis Deratani and Bernaschina, Sandra (2014) Trading off Speed and Accuracy in Multilabel Classification. In: PGM'14: Proceedings of the Seventh European Workshop on Probabilistic Graphical Models PGM'14: Proceedings of the Seventh European Workshop on Probabilistic Graphical Models.
Corani, Giorgio and Antonucci, Alessandro and Zaffalon, Marco (2012) Bayesian networks with imprecise probabilities: theory and application to classification. In: Data Mining: Foundations and Intelligent Paradigms. Intelligent Systems Reference Library, 23 . Springer, Berlin / Heidelberg, pp. 49-93. ISBN 978-3-642-23165-0
Corani, Giorgio and Azzimonti, Dario Filippo and Rubattu, Nicolò (2023) Probabilistic reconciliation of count time series. International Journal of Forecasting. (In Press)
Corani, Giorgio and Benavoli, Alessio (2015) A Bayesian approach for comparing cross-validated algorithms on multiple data sets. Machine Learning, 100 (2). pp. 285-304.
Corani, Giorgio and Benavoli, Alessio and Mangili, Francesca and Zaffalon, Marco (2015) Bayesian hypothesis testing in machine learning. In: Proc. ECML PKDD 2015 (European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases) European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015, 07.09.2015-11.09.2015, Porto, Portugal.
Corani, Giorgio and Benavoli, Alessio and Zaffalon, Marco (2021) Time series forecasting with Gaussian Processes needs priors. In: European Conference on Machine Learning and Knowledge Discovery in Databases.
Corani, Giorgio and Edgar, Chris and Marshall, Isabelle and Wesnes, Keith and Zaffalon, Marco (2006) Classification of dementia types from cognitive profiles data. In: Knowledge Discovery in Databases: PKDD 2006 10th European Conference on Principle and Practice of Knowledge Discovery in Databases, 18.09.2006-22.09.2006, Berlin, Germany.
Corani, Giorgio and Magli, Cristina and Giusti, Alessandro and Gianaroli, Luca and Gambardella, Luca Maria (2013) A Bayesian network model for predicting pregnancy after in vitro fertilization. Computers in Biology and Medicine, 43 (11). pp. 1783-1792. ISSN 0010-4825
Corani, Giorgio and Magli, Cristina and Giusti, Alessandro and Gianaroli, Luca and Gambardella, Luca Maria (2012) A Bayesian network model for predicting the outcome of in vitro fertilization. In: 6th European Workshop on Probabilistic Graphical Models (PGM 2012), 19.09.2012-21.09.2012, Granada, Spain.
Corani, Giorgio and Mignatti, Andrea (2014) Credal model averaging for classification: representing prior ignorance and expert opinions. International Journal of Approximate Reasoning, 56B. pp. 264-277. ISSN 0888-613X
Corani, Giorgio and Mignatti, Andrea (2015) Robust Bayesian model averaging for the analysis of presence–absence data. Environmental and Ecological Statistics, 22 (3). pp. 513-534. ISSN 1352-8505
Corani, Giorgio and Rizzoli, Andrea Emilio and Salvetti, Andrea and Zaffalon, Marco (2009) Reproducing human decisions in reservoir management: the case of lake lugano. In: Information Technologies in Environmental Engineering. Springer, Berlin / Heidelberg, pp. 252-263.
Corani, Giorgio and Scanagatta, Mauro (2016) Air pollution prediction via multi-label classification. Environmental Modelling & Software, 80. pp. 259-264.
Corani, Giorgio and Zaffalon, Marco (2008) Credal model averaging: an extension of Bayesian model averaging to imprecise probabilities. In: Machine Learning and Knowledge Discovery in Databases 2008 European Conference on Machine Learning and Knowledge Discovery in Databases, 15.09.2008-19.08.2008, Antwerp, Belgium.
Dorigo, Marco and Gambardella, Luca Maria (1997) Ant colonies for the travelling salesman problem. Biosystems, Volume 43, Issue 2, Pages 73-81. ISSN 0303-2647
De Campos, Cassio Polpo and Corani, Giorgio and Scanagatta, Mauro and Cuccu, Marco and Zaffalon, Marco (2015) Learning extended tree augmented naive structures. International Journal of Approximate Reasoning.. (In Press)
De Campos, Cassio Polpo and Cuccu, Marco and Corani, Giorgio and Zaffalon, Marco (2014) Extended tree augmented naive classifier. In: PGM'14: Proceedings of the Seventh European Workshop on Probabilistic Graphical Models UNSPECIFIED.
Derboni, Marco and Rizzoli, Andrea Emilio and Montemanni, Roberto and Jamal, Jafar and Kovacs, Nikolett and Cellina, Francesca (2018) Challenges and opportunities in deploying a mobility platform integrating public transport and car-pooling services. In: 18th Swiss Transport Research Conference, 16-18 May 2018, Monte Verità, Ascona, Switzerland.
Derboni, Marco and Salani, Matteo and Rizzoli, Andrea Emilio (2021) Flexible Scheduling of Residential Energy Loads, the Optiflex concept. In: FTAL2021 Conference - Sustainable Smart Cities and Regions, October 28-29 2021, Lugano.
Derboni, Marco and Salani, Matteo and Rizzoli, Andrea Emilio (2021) Flexible Scheduling of Residential Energy Loads, the Optiflex concept. In: Proceedings of the 2nd FTAL Conference 2021 Sustainable Smart Cities and Regions FTAL2021 Conference - Sustainable Smart Cities and Regions, October 28-29 2021, Lugano.
Donati, Alberto V. and Montemanni, Roberto and Casagrande, Norman and Rizzoli, Andrea Emilio and Gambardella, Luca Maria (2008) Time Dependent Vehicle Routing Problem with a Multi Ant Colony System. European Journal of Operational Research, 185 (3). pp. 1174-1191.
Dorigo, Marco and Floreano, Dario and Gambardella, Luca Maria and Mondada, Francesco and Nolfi, Stefano and Baaboura, Tarek and Birattari, Mauro and Bonani, Michael and Brambilla, Manuele and Brutschy, Arne and Burnier, Daniel and Campo, Alexandre and Christensen, Anders Lyhne and Decugnière, Antal and Di Caro, Gianni and Ducatelle, Frederick and Ferrante, Eliseo and Foerster, Alexander Uwe and Guzzi, Jerome and Longchamp, Valentin and Magnenat, Stéphane and Gonzalez Martinez, Javier and Mathews, Nithin and de Oca Montes, Marco and O'Grady, Rehan and Pinciroli, Carlo and Pini, Giovanni and Rétornaz, Philippe and Roberts, James and Sperati, Valerio and Stirling, Timothy and Stranieri, Alessandro and Stuetzle, Thomas and Trianni, Vito and Tuci, Elio and Turgut, Ali Emre and Vaussard, Florian (2013) Swarmanoid: a novel concept for the study of heterogeneous robotic swarms. IEEE Robotics & Automation Magazine, 20 (4). pp. 60-71. ISSN 1070-9932
Feo Flushing, Eduardo and Di Caro, Gianni (2013) Relay node placement for performance enhancement with uncertain demand: A robust optimization approach. In: 11th International Symposium on Modeling Optimization in Mobile, Ad Hoc Wireless Networks (WiOpt), 2013 11th International Symposium on Modeling Optimization in Mobile, Ad Hoc Wireless Networks (WiOpt), 2013, 13-17 May 2013, Tsukuba Science City, Japan.
Feo Flushing, Eduardo and Di Caro, Gianni (2013) A flow-based optimization model for throughput-oriented relay node placement in Wireless Sensor Networks. In: Proceedings of the 28th Annual ACM Symposium on Applied Computing 28th Annual ACM Symposium on Applied Computing (SAC'13), March 18 - 22, 2013, Coimbra, Portugal.
Feo Flushing, Eduardo and Gambardella, Luca Maria and Di Caro, Gianni (2013) Strategic Control of Proximity Relationships in Heterogeneous Search and Rescue Teams. Technical Report (Submitted)
Feo Flushing, Eduardo and Gambardella, Luca Maria and Di Caro, Gianni (2013) Strategic Control of Proximity Relationships in Heterogeneous Search and Rescue Teams. In: 3rd IROS Workshop on Robots and Sensors integration in future rescue INformation system (ROSIN), November 7, 2013, Tokyo, Japan.
Feo Flushing, Eduardo and Kudelski, Michal and Gambardella, Luca Maria and Di Caro, Gianni (2013) Connectivity-aware planning of search and rescue missions. In: Safety, Security, and Rescue Robotics (SSRR), 2013 IEEE International Symposium on, 21-26 Oct. 2013, Linkoping, Sweden.
Ferrari, Alan and Galli, Vanni and Puccinelli, Daniele and Giordano Cremonese, Silvia (2017) On the usage of smart devices to augment the user interaction with multimedia applications. In: A World of Wireless, Mobile and Multimedia Networks (WoWMoM), 2017 IEEE 18th International Symposium on.
Fiorillo, Luigi and Monachino, Giuliana and van der Meer, Julia and Pesce, Marco and Warncke, Jan D and Schmidt, Markus H and Bassetti, Claudio LA and Tzovara, Athina and Favaro, Paolo and Faraci, Francesca D (2023) U-Sleep’s resilience to AASM guidelines. NPJ digital medicine, 6 (1). p. 33.
Fiorillo, Luigi and Pedroncelli, Davide and Agostini, Valentina and Favaro, Paolo and Faraci, Francesca Dalia (2023) Multi-scored sleep databases: how to exploit the multiple-labels in automated sleep scoring. Sleep, 46 (5). zsad028.
Fiorillo, Luigi and Puiatti, Alessandro and Papandrea, Michela and Ratti, Pietro-Luca and Favaro, Paolo and Roth, Corinne and Bargiotas, Panagiotis and Bassetti, Claudio L and Faraci, Francesca D (2019) Automated sleep scoring: A review of the latest approaches. Sleep medicine reviews, 48. p. 101204.
Fiorillo, Luigi and Wand, Michael and Marino, Italo and Favaro, Paolo and Faraci, Francesca D (2020) Temporal dependency in automatic sleep scoring via deep learning based architectures: An empirical study. In: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).
Frank, Mikhail Alexander and Leitner, Juergen and Stollenga, Marijn and Foerster, Alexander Uwe and Schmidhuber, Juergen (2014) Curiosity driven reinforcement learning for motion planning on humanoids. Frontiers in Neurorobotics, 7 (25). ISSN 1662-5218
Gianaroli, Luca and Magli, Cristina and Gambardella, Luca Maria and Giusti, Alessandro and Grugnetti, Carla and Corani, Giorgio (2013) Objective way to support embryo transfer: a probabilistic decision. Human Reproduction, 28 (5). pp. 1210-1220. ISSN 1460-2350
Giusti, Alessandro and Guzzi, Jerome and Dan, Ciresan and Fang-Lin, He and Juan, Rodriguez and Flavio, Fontana and Matthias, Faessler and Christian, Forster and Juergen, Schmidhuber and Di Caro, Gianni and Davide, Scaramuzza and Gambardella, Luca (2015) A machine learning approach to visual perception of forest trails for mobile robots. IEEE Robotics and Automation Letters, 1 (2). pp. 661-667.
Guariso, Giorgio and Rizzoli, Andrea Emilio and Werthner, Hannes (1992) Identification of model structure via qualitative simulation. IEEE Transactions on Systems, Man and Cybernetics, 22 (5). pp. 1075-1086. ISSN 0018-9472
Guzzi, Jerome and Giusti, Alessandro and Gambardella, Luca Maria and Di Caro, Gianni (2012) Bioinspired obstacle avoidance algorithms for robot swarms. In: Proceedings of the 7th International Conference on Bio-Inspired Models of Network, Information, and Computing Systems (BIONETICS) International Conference on Bio-Inspired Models of Network, Information, and Computing Systems, 10 December 2012 - 12 December 2012, Lugano. (In Press)
Guzzi, Jerome and Giusti, Alessandro and Gambardella, Luca Maria and Di Caro, Gianni (2013) Local reactive robot navigation: A comparison between reciprocal velocity obstacle variants and human-like behavior. In: Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 03 November 2013 - 08 November 2013, Tokyo.
Hochreiter, Sepp and Schmidhuber, Juergen (1997) Long Short-Term Memory. Neural Computation, vol. 9 no. 8, pp. 1735-1780.
Harding, Simon and Graziano, Vincent and Leitner, Juergen and Schmidhuber, Juergen (2012) MT-CGP: Mixed Type Cartesian Genetic Programming. In: Genetic and Evolutionary Computation Conference (GECCO).
Huber, David and Chen, Yizuo and Antonucci, Alessandro and Darwiche, Adnan and Zaffalon, Marco (2023) Tractable Bounding of Counterfactual Queries by Knowledge Compilation. In: The 6th Workshop on Tractable Probabilistic Modeling.
Kern, Heidi and Corani, Giorgio and Huber, David and Vermes, Nicola and Zaffalon, Marco and Varini, Marco and Wenzel, Claudia and Fringer, André (2020) Impact on place of death in cancer patients: a causal exploration in southern Switzerland. BMC Palliative Care, 19 (1). ISSN 1472-684X
Landolfi, Giuseppe and Menato, Silvia and Sorlini, Marzio and Valdata, Andrea and Rovere, Diego and Fornasiero, Rosanna and Pedrazzoli, Paolo (2017) Intelligent Value Chain Management Framework for Customized Assistive Healthcare Devices. In: CIRP ICME, July 2017, Napoli, Italy. (Submitted)
Leitner, Juergen and Chandrashekhariah, Pramod and Harding, Simon and Frank, Mikhail Alexander and Spina, Gabriele and Foerster, Alexander Uwe and Triesch, Jochen and Schmidhuber, Juergen (2012) Autonomous learning of robust visual object detection and identification on a humanoid. In: Development and Learning and Epigenetic Robotics (ICDL), 2012 IEEE International Conference on.
Leitner, Juergen and Harding, Simon and Chandrashekhariah, Pramod and Frank, Mikhail Alexander and Foerster, Alexander Uwe and Triesch, Jochen and Schmidhuber, Juergen (2013) Learning Visual Object Detection and Localisation Using icVision. Biologically Inspired Cognitive Architectures, 5. 29 - 41. ISSN 2212-683X
Leitner, Juergen and Harding, Simon and Foerster, Alexander Uwe and Schmidhuber, Juergen (2012) Mars Terrain Image Classification using Cartesian Genetic Programming. In: 11th International Symposium on Artificial Intelligence, Robotics and Automation in Space (i-SAIRAS).
Leitner, Juergen and Harding, Simon and Frank, Mikhail Alexander and Foerster, Alexander Uwe and Schmidhuber, Juergen (2013) Artificial neural networks for spatial perception: Towards visual object localisation in humanoid robots. In: UNSPECIFIED.
Leitner, Juergen and Harding, Simon and Frank, Mikhail Alexander and Foerster, Alexander Uwe and Schmidhuber, Juergen (2012) Learning Spatial Object Localization from Vision on a Humanoid Robot. International Journal of Advanced Robotic Systems, 9. ISSN 1729-8806
Leitner, Juergen and Harding, Simon and Frank, Mikhail Alexander and Foerster, Alexander Uwe and Schmidhuber, Juergen (2012) Towards Spatial Perception: Learning to Locate Objects From Vision. In: Proceedings of the Post-Graduate Conference on Robotics and Development of Cognition.
Leitner, Juergen and Harding, Simon and Frank, Mikhail Alexander and Foerster, Alexander Uwe and Schmidhuber, Juergen (2012) Transferring spatial perception between robots operating in a shared workspace. In: Intelligent Robots and Systems (IROS), 2012 IEEE/RSJ International Conference on.
Maier, Holger R. and Galelli, Stefano and Razavi, Saman and Castelletti, Andrea and Rizzoli, Andrea Emilio and Athanasiadis, Ioannis N. and Sànchez-Marrè, Miquel and Acutis, Marco and Wu, Wenyan and Humphrey, Greer B. (2023) Exploding the myths: An introduction to artificial neural networks for prediction and forecasting. Environmental Modelling & Software, 167. p. 105776. ISSN 13648152
Mangili, Francesca and Bonesana, Claudio and Antonucci, Alessandro (2017) Reliable knowledge-based adaptive tests by credal networks. In: Symbolic and Quantitative Approaches to Reasoning with Uncertainty. ECSQARU 2017.
Mangili, Francesca and Broggini, Denis and Antonucci, Alessandro (2020) Conversational recommender system by Bayesian methods. In: Proceedings of the Fourteenth International Conference on Scalable Uncertainty Management (SUM 2020).
Mangili, Francesca and Broggini, Denis and Antonucci, Alessandro and Alberti, Marco and Cimasoni, Lorenzo (2020) A Bayesian approach to conversational recommendation systems. In: UNSPECIFIED.
Mangili, Francesca and Adorni, Giorgia and Piatti, Alberto and Bonesana, Claudio and Antonucci, Alessandro (2022) Modelling assessment rubrics through Bayesian networks: a pragmatic approach. In: 2022 International Conference on Software, Telecommunications and Computer Networks (SoftCOM), 22-24 September 2022, Split, Croatia.
Mattei, Lilith and Antonucci, Alessandro and Mauá, Denis Deratani and Facchini, Alessandro and Llerena, Julissa Villanueva (2020) Tractable inference in credal sentential decision diagrams. International Journal of Approximate Reasoning, 125. pp. 26-48.
Mazza, Riccardo (2003) Using open student models in distance learning environments to help teachers provide adaptive tutoring. SCOMS - Studies in Communication Sciences, Special Issue New Media in Education., 3 (3). pp. 245-251.
Medici, Vasco and Salani, Matteo and Nespoli, Lorenzo and Giusti, Alessandro and Derboni, Marco and Vermes, Nicola and Rizzoli, Andrea Emilio and Rivola, Davide (2017) Evaluation Of The Potential Of Electric Storage Using Decentralized Demand Side Management Algorithms. Energy Procedia (2016) Volume 91, 135. pp. 203-209. ISSN 1876-6102
Miranda, Enrique and Zaffalon, Marco (2013) Computing the conglomerable natural extension. In: Cozman, Fabio and Denoeux, Thierry and Destercke, Sebastien and Seidenfeld, Teddy, (eds.) Proceedings of the Eighth International Symposium on Imprecise Probability: Theories and Applications (ISIPTA '13). SIPTA, pp. 255-264.
Miranda, Enrique and Zaffalon, Marco (2013) Conglomerable coherence. International Journal of Approximate Reasoning, 54 (9). pp. 1322-1350. ISSN 0888-613X
Miranda, Enrique and Zaffalon, Marco (2013) Conglomerable coherent lower previsions. In: Kruse, Rudolf and Berthold, Michael R. and Moewes, Christian and Gil, María Ángeles and Grzegorzewski, Przemysław and Hryniewicz, Olgierd, (eds.) Synergies of Soft Computing and Statistics for Intelligent Data Analysis. Advances in Intelligent and Soft Computing, 190 . Springer, pp. 419-427.
Musumeci, F and Rottondi, Cristina and Corani, Giorgio and Shahkarami, S and Cugini, F and Tornatore, M (2019) A Tutorial on Machine Learning for Failure Management in Optical Networks. Journal of Lightwave Technology. p. 1. (In Press)
Nesic, Sasa and Rizzoli, Andrea Emilio and Athanasiadis, Ioannis N. (2011) Towards a Semantically Unified Environmental Information Space. In: Environmental Software Systems. Frameworks of eEnvironment 9th IFIP WG 5.11 International Symposium, ISESS 2011, June 27-29, 2011., Brno, Czech Republic,.
Pariente Lobo, Tomàs and Fuentes, José Maria and Sanguino, Maria and Yurtsever, Sinan and Avellino, Giuseppe and Rizzoli, Andrea Emilio and Nesic, Sasa (2011) A Model for Semantic Annotation of Environmental Resources: The TaToo Semantic Framework. In: nvironmental Software Systems. Frameworks of eEnvironment Environmental Software Systems. Frameworks of eEnvironment.
Perani, Martina and Baraldo, Stefano and Decker, Michael and Vandone, Ambra and Valente, Anna and Paoli, Beatrice (2023) Track geometry prediction for Laser Metal Deposition based on on-line artificial vision and deep neural networks. Robotics and Computer-Integrated Manufacturing, 79. p. 102445. ISSN 0736-5845
Perani, Martina and Ralf, Jandl and Baraldo, Stefano and Valente, Anna and Paoli, Beatrice (2023) Long-short term memory networks for modeling track geometry in laser metal deposition. Frontiers in Artificial Intelligence, 6.
Piga, Dario and Benavoli, Alessio (2017) A Unified Framework for Deterministic and Probabilistic D-Stability Analysis of Uncertain Polynomial Matrices. IEEE Transactions on Automatic Control. ISSN 0018-9286 (In Press)
Piga, Dario and Cominola, Andrea and Giuliani, Matteo and Castelletti, Andrea and Rizzoli, Andrea Emilio (2016) Sparse Optimization for Automated Energy End Use Disaggregation. IEEE Transactions on Control Systems Technology, 24 (3). pp. 1044-1051. ISSN 1063-6536
Rivola, Davide and Baggi, Shalako and Giusti, Alessandro and Rudel, Roman (2014) The Swiss2Grid Home: a test facility for residential households decentralized load management algorithm. In: 12. Nationale Photovoltaik Tagung.
Rivola, Davide and Giusti, Alessandro and Rizzoli, Andrea Emilio and Rudel, Roman and Gambardella, Luca Maria and Salani, Matteo (2013) A decentralized approach to demand side load management: the Swiss2Grid project. In: Energieinformatik 2013, 11-12 November 2013, Wien, Austria. (In Press)
Rizzoli, Andrea Emilio and Novak, Jasminko and Castelletti, Andrea and Fraternali, Piero (2017) Demo Abstract: SmartH2O , demonstrating the impact of gamification technologies for saving water. Computer Science - Research and Development. pp. 10-11. ISSN 1865-2034
Rizzoli, Andrea Emilio and Rudel, Roman and Forster, Anna and Corani, Giorgio and Cellina, Francesca and Pampuri, Luca and Guidi, Roberto and Baldassari, Andrea (2014) Investigating mobility styles using smartphones: advantages and limitations according to a field study in Southern Switzerland. In: Proceedings of the 7th International Congress on Environmental Modelling and Software, June 15-19, San Diego, California, USA, iEMSS 2014.
Salani, Matteo and Derboni, Marco and Rivola, Davide and Medici, Vasco and Rosato, Federico and Rizzoli, Andrea Emilio (2020) Non intrusive load monitoring for demand side management. Energy Informatics, 3 (25). ISSN 2520-8942
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