Stefano Bromuri

According to our database, Stefano Bromuri authored at least 65 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Personalizing Communication and Segmentation with Random Forest Node Embedding.

Weiwei Wang, Wiebke Eberhardt, Stefano Bromuri

Expert Syst. Appl., 2024

cDVGAN: One Flexible Model for Multi-class Gravitational Wave Signal and Glitch Generation.

Tom Dooney, Lyana Curier, Daniel Stanley Tan, Melissa Lopez, Chris Van Den Broeck, Stefano Bromuri

CoRR, 2024

Estimating the Time of Arrival of a Shipment with Machine Learning.

Francesco Gibellini, Bart van Gool, Murat Firat, Stefano Bromuri

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

A user study of visualisations of spatio-temporal eye tracking data.

Marcel Claus, Frouke Hermens, Stefano Bromuri

CoRR, 2023

Pair-wise selective classification with dynamic sampling for shipment importer prediction.

Xi Chen, Daniel Stanley Tan, Prakash Gupta, Stefano Bromuri

Proceedings of the 15th International Conference on Machine Learning and Computing, 2023

Graph-based Categorical Embedding.

Weiwei Wang, Stefano Bromuri, Michel Dumontier

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

Language Modeling in Logistics: Customer Calling Prediction.

Xi Chen, Giacomo Anerdi, Daniel Stanley Tan, Stefano Bromuri

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2022

A transfer learning approach to predict shipment description quality.

Xi Chen, Stefano Bromuri, Marko C. J. D. van Eekelen

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

Comparing Neural Networks for Speech Emotion Recognition in Customer Service Interactions.

Bea Waelbers, Stefano Bromuri, Alexander P. Henkel

Proceedings of the International Joint Conference on Neural Networks, 2022

Semantic Correlation Graph Embedding.

Weiwei Wang, Yuchen Han, Stefano Bromuri, Michel Dumontier

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

DVGAN: Stabilize Wasserstein GAN training for time-domain Gravitational Wave physics.

Tom Dooney, Stefano Bromuri, Lyana Curier

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Sim-Env: Decoupling OpenAI Gym Environments from Simulation Models.

Andreas Schuderer, Stefano Bromuri, Marko C. J. D. van Eekelen

Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection, 2021

Neural Machine Translation for Harmonized System Codes prediction.

Xi Chen, Stefano Bromuri, Marko C. J. D. van Eekelen

Proceedings of the ICMLT 2021: 6th International Conference on Machine Learning Technologies, Jeju Island, Republic of Korea, April 23, 2021

2020

That looks interesting! Personalizing Communication and Segmentation with Random Forest Node Embeddings.

Weiwei Wang, Wiebke Eberhardt, Stefano Bromuri

CoRR, 2020

Monitoring Spatial Sustainable Development: semi-automated analysis of Satellite and Aerial Images for Energy Transition and Sustainability Indicators.

Tim J. A. de Jong, Stefano Bromuri, Xi Chang, Marc Debusschere, Natalie Rosenski, Clara Schartner, Katharina Strauch, Marion Boehmer, Lyana Curier

CoRR, 2020

MOBIUS: Smart Mobility Tracking with Smartphone Sensors.

Daniele Di Mitri, Khaleel Asyraaf Mat Sanusi, Kevin Trebing, Stefano Bromuri

Proceedings of the Science and Technologies for Smart Cities, 2020

Interpreting Attention Models: LSTM vs. CNN : A case study on customer activation.

Koen Weterings, Shir-Lee Kimelman, Stefano Bromuri, Marko C. J. D. van Eekelen

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

2019

Dynamic heuristic acceleration of linearly approximated SARSA( $$\lambda $$ λ ): using ant colony optimization to learn heuristics dynamically.

Stefano Bromuri

J. Heuristics, 2019

Indexing the Event Calculus: Towards practical human-readable Personal Health Systems.

Nicola Falcionelli, Paolo Sernani, Albert Brugués de la Torre, Dagmawi Neway Mekuria, Davide Calvaresi, Michael Schumacher, Aldo Franco Dragoni, Stefano Bromuri

Artif. Intell. Medicine, 2019

Explaining Customer activation with Deep Attention Models.

Koen Weterings, Stefano Bromuri, Marko C. J. D. van Eekelen

Proceedings of the 27th European Conference on Information Systems, 2019

2018

Monitoring spatial sustainable development: Semi-automated analysis of satellite and aerial images for energy transition and sustainability indicators.

R. L. Curier, Tim J. A. de Jong, Katharina Strauch, Katharina Cramer, Natalie Rosenski, Clara Schartner, Marc Debusschere, Hannah Ziemons, Deniz Iren, Stefano Bromuri

CoRR, 2018

A Python Library for Memory Augmented Neural Networks.

Philippe Debie, Weiwei Wang, Stefano Bromuri

Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018

2017

Indexing the Event Calculus with Kd-trees to Monitor Diabetes.

Stefano Bromuri, Albert Brugués de la Torre, Fabien Dubosson, Michael Ignaz Schumacher

CoRR, 2017

Demonstration of MAGPIE: An Agent Platform for Monitoring Chronic Diseases on Android.

Albert Brugués de la Torre, Stefano Bromuri, Michael Ignaz Schumacher

Proceedings of the Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection, 2017

Event Calculus Agent Minds Applied to Diabetes Monitoring.

Nicola Falcionelli, Paolo Sernani, Albert Brugués de la Torre, Dagmawi Neway Mekuria, Davide Calvaresi, Michael Ignaz Schumacher, Aldo Franco Dragoni, Stefano Bromuri

Proceedings of the Autonomous Agents and Multiagent Systems, 2017

2016

Processing Diabetes Mellitus Composite Events in MAGPIE.

Albert Brugués de la Torre, Stefano Bromuri, Michael Barry, Oscar Alfonso Jiménez del Toro, Maciej R. Mazurkiewicz, Przemyslaw Kardas, Josep Pegueroles-Valles, Michael Ignaz Schumacher

J. Medical Syst., 2016

Type 2 Diabetes Patients Benefit from the COMODITY12 mHealth System: Results of a Randomised Trial.

Przemyslaw Kardas, Krzysztof Lewandowski, Stefano Bromuri

J. Medical Syst., 2016

An expert Personal Health System to monitor patients affected by Gestational Diabetes Mellitus: A feasibility study.

Stefano Bromuri, Serban Puricel, René Schumann, Johannes Krampf, Juan Ruiz, Michael Ignaz Schumacher

J. Ambient Intell. Smart Environ., 2016

General Overview of ImageCLEF at the CLEF 2016 Labs.

Mauricio Villegas, Henning Müller, Alba Garcia Seco de Herrera, Roger Schaer, Stefano Bromuri, Andrew Gilbert, Luca Piras, Josiah Wang, Fei Yan, Arnau Ramisa, Emmanuel Dellandréa, Robert J. Gaizauskas, Krystian Mikolajczyk, Joan Puigcerver, Alejandro H. Toselli, Joan-Andreu Sánchez, Enrique Vidal

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016

Overview of the ImageCLEF 2016 Medical Task.

Alba Garcia Seco de Herrera, Roger Schaer, Stefano Bromuri, Henning Müller

Proceedings of the Working Notes of CLEF 2016, 2016

A Python Framework for Exhaustive Machine Learning Algorithms and Features Evaluations.

Fabien Dubosson, Stefano Bromuri, Michael Ignaz Schumacher

Proceedings of the 30th IEEE International Conference on Advanced Information Networking and Applications, 2016

2015

Performance comparison of multi-label learning algorithms on clinical data for chronic diseases.

Damien Zufferey, Thomas Hofer, Jean Hennebert, Michael Ignaz Schumacher, Rolf Ingold, Stefano Bromuri

Comput. Biol. Medicine, 2015

Case-based retrieval of similar diabetic patients.

Damien Zufferey, Stefano Bromuri, Michael Schumacher

Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, 2015

COMPASS: An interoperable Personal Health System to monitor and compress signals in chronic obstructive pulmonary disease.

Thomas Hofer, Michael Schumacher, Stefano Bromuri

Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, 2015

General Overview of ImageCLEF at the CLEF 2015 Labs.

Mauricio Villegas, Henning Müller, Andrew Gilbert, Luca Piras, Josiah Wang, Krystian Mikolajczyk, Alba Garcia Seco de Herrera, Stefano Bromuri, M. Ashraful Amin, Mahmood Kazi Mohammed, Burak Acar, Suzan Üsküdarli, Neda Barzegar Marvasti, José Francisco Aldana Montes, María del Mar Roldán García

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

Overview of the ImageCLEF 2015 Medical Classification Task.

Alba Garcia Seco de Herrera, Henning Müller, Stefano Bromuri

Proceedings of the Working Notes of CLEF 2015, 2015

2014

Multi-label classification of chronically ill patients with bag of words and supervised dimensionality reduction algorithms.

Stefano Bromuri, Damien Zufferey, Jean Hennebert, Michael Ignaz Schumacher

J. Biomed. Informatics, 2014

Secure P2P Cross-Community Health Record Exchange in IHE Compatible Systems.

Visara Urovi, Alex C. Olivieri, Albert Brugués de la Torre, Stefano Bromuri, Nicoletta Fornara, Michael Ignaz Schumacher

Int. J. Artif. Intell. Tools, 2014

MAGPIE: an agent platform for the development of mobile applications for pervasive healthcare.

Albert Brugués de la Torre, Stefano Bromuri, Josep Pegueroles-Valles, Michael Ignaz Schumacher

Proceedings of the 3rd International Workshop on Artificial Intelligence and Assistive Medicine co-located with the 21th European Conference on Artificial Intelligence (ECAI 2014), 2014

2013

Argumentative Agents for Service-Oriented Computing.

Maxime Morge, Jarred McGinnis, Stefano Bromuri, Paolo Mancarella, Kostas Stathis, Francesca Toni

Proceedings of the Multiagent Systems and Applications - Volume 1: Practice and Experience, 2013

COMMODITY₁₂: A smart e-health environment for diabetes management.

Özgür Kafali, Stefano Bromuri, Michal Sindlar, Tom van der Weide, Eduardo Aguilar-Pelaez, Ulrich Schaechtle, Bruno Alves, Damien Zufferey, Esther Rodríguez-Villegas, Michael Ignaz Schumacher, Kostas Stathis

J. Ambient Intell. Smart Environ., 2013

A self-healing distributed pervasive health system.

Stefano Bromuri, Michael Ignaz Schumacher, Kostas Stathis

Int. J. Web Eng. Technol., 2013

A peer to peer agent coordination framework for IHE based cross-community health record exchange.

Visara Urovi, Alex C. Olivieri, Stefano Bromuri, Nicoletta Fornara, Michael Ignaz Schumacher

Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

Multi-Dimensional Causal Discovery.

Ulrich Schaechtle, Kostas Stathis, Stefano Bromuri

Proceedings of the IJCAI 2013, 2013

Multiparty Argumentation Game for Consensual Expansion.

Stefano Bromuri, Maxime Morge

Proceedings of the ICAART 2013, 2013

Multiparty Argumentation Game for Consensual Expansion Applied to Evidence Based Medicine.

Stefano Bromuri, Maxime Morge

Proceedings of the Artificial Intelligence in Medicine, 2013

2012

Interdependent Artificial Institutions in Agent Environments.

Charalampos Tampitsikas, Stefano Bromuri, Nicoletta Fornara, Michael Ignaz Schumacher

Appl. Artif. Intell., 2012

Jeu d'argumentation multi-parties pour l'enrichissement consensuel (présentation courte).

Thibaut Goetghebuer-Planchon, Maxime Morge, Stefano Bromuri

Proceedings of the Systèmes Multi-Agents: Ouverture, Autonomie, et Co-évolution - JFSMA 12, 2012

A Tensor Factorization Approach to Generalization in Multi-agent Reinforcement Learning.

Stefano Bromuri

Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2012

Agent based monitoring of gestational diabetes mellitus (demonstration).

René Schumann, Stefano Bromuri, Johannes Krampf, Michael Ignaz Schumacher

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011

Pervasive Healthcare Using Self-Healing Agent Environments.

Stefano Bromuri, Michael Ignaz Schumacher, Kostas Stathis

Proceedings of the Highlights in Practical Applications of Agents and Multiagent Systems, 2011

Monitoring Gestational Diabetes Mellitus with Cognitive Agents and Agent Environments.

Stefano Bromuri, Michael Ignaz Schumacher, Kostas Stathis, Juan Ruiz

Proceedings of the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2011

An Agent Based Pervasive Healthcare System: A First Scalability Study.

Johannes Krampf, Stefano Bromuri, Michael Ignaz Schumacher, Juan Ruiz

Proceedings of the Electronic Healthcare - 4th International Conference, 2011

MANET: A Model for First-Class Electronic Institutions.

Charalampos Tampitsikas, Stefano Bromuri, Michael Ignaz Schumacher

Proceedings of the Coordination, 2011

2010

iCampus: A Connected Campus in the Ambient Event Calculus.

Stefano Bromuri, Visara Urovi, Kostas Stathis

Int. J. Ambient Comput. Intell., 2010

Towards Distributed Agent Environments for Pervasive Healthcare.

Stefano Bromuri, Michael Ignaz Schumacher, Kostas Stathis

Proceedings of the Multiagent System Technologies, 8th German Conference, 2010

Towards Runtime Support for Norm-Governed Multi-Agent Systems.

Visara Urovi, Stefano Bromuri, Kostas Stathis, Alexander Artikis

Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Twelfth International Conference, 2010

Initial Steps Towards Run-Time Support for Norm-Governed Systems.

Visara Urovi, Stefano Bromuri, Kostas Stathis, Alexander Artikis

Proceedings of the Coordination, Organizations, Institutions, and Norms in Agent Systems VI, 2010

2009

Game-based e-retailing in GOLEM agent environments.

Stefano Bromuri, Visara Urovi, Kostas Stathis

Pervasive Mob. Comput., 2009

Distributed agent environments in the Ambient Event Calculus.

Stefano Bromuri, Kostas Stathis

Proceedings of the Third ACM International Conference on Distributed Event-Based Systems, 2009

A multi-agent system for service discovery, selection and negotiation.

Stefano Bromuri, Visara Urovi, Maxime Morge, Kostas Stathis, Francesca Toni

Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009

2008

The ArguGRID Platform: An Overview.

Francesca Toni, Mary Grammatikou, Stella Kafetzoglou, Leonidas Lymberopoulos, Symeon Papavassiliou, Dorian Gaertner, Maxime Morge, Stefano Bromuri, Jarred McGinnis, Kostas Stathis, Vasa Curcin, Moustafa Ghanem, Li Guo

Proceedings of the Grid Economics and Business Models, 5th International Workshop, 2008

An Argumentative Model for Service-Oriented Agents.

Maxime Morge, Paolo Mancarella, Jarred McGinnis, Stefano Bromuri, Kostas Stathis

Proceedings of the Architectures for Intelligent Theory-Based Agents, 2008

2007

Vers une architecture modulaire d'agent argumentatif pour la composition de services.

Maxime Morge, Jarred McGinnis, Stefano Bromuri, Francesca Toni, Paolo Mancarella, Kostas Stathis

Proceedings of the Les Modèles de Comportements - JFSMA 07, 2007

Situating Cognitive Agents in GOLEM.

Stefano Bromuri, Kostas Stathis

Proceedings of the Engineering Environment-Mediated Multi-Agent Systems, 2007