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Books and Theses

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2016
[b1]
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Sergio Álvarez-Napagao:
Bringing social reality to multiagent and service architectures : practical reductions for monitoring of deontic-logic and constitutive norms. Polytechnic University of Catalonia, Spain, 2016

Journal Articles

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2024
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Enrico Alberti, Sergio Álvarez-Napagao, Víctor Anaya, Marta Barroso, Cristian Barrué, Christian Beecks, Letizia Bergamasco, Sisay Adugna Chala, Victor Gimenez-Abalos, Alexander Graß, Daniel Hinjos, Maike Holtkemper, Natalia Jakubiak, Alexandros Nizamis, Edoardo Pristeri, Miquel Sànchez-Marrè, Georg Stefan Schlake, Jona Scholz, Gabriele Scivoletto, Stefan Walter:
AI Lifecycle Zero-Touch Orchestration within the Edge-to-Cloud Continuum for Industry 5.0. Syst. 12(2): 48 (2024)
2022
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Ulises Cortés, Atia Cortés, Dario Garcia-Gasulla, Raquel Pérez-Arnal, Sergio Álvarez-Napagao, Enric Àlvarez:
The ethical use of high-performance computing and artificial intelligence: fighting COVID-19 at Barcelona Supercomputing Center. AI Ethics 2(2): 325-340 (2022)
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Javier Béjar, Raquel Pérez, Armand Vilalta, Sergio Álvarez-Napagao, Dario Garcia-Gasulla:
Large scale prediction of sick leave duration with nonlinear survival analysis algorithms. Expert Syst. Appl. 198: 116760 (2022)
2021
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Raquel Pérez-Arnal, David V. Conesa, Sergio Álvarez-Napagao, Toyotaro Suzumura, Martí Català, Enrique Alvarez-Lacalle, Dario Garcia-Gasulla:
Comparative Analysis of Geolocation Information through Mobile-Devices under Different COVID-19 Mobility Restriction Patterns in Spain. ISPRS Int. J. Geo Inf. 10(2): 73 (2021)
2016
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Javier Béjar, Sergio Álvarez-Napagao, Dario Garcia-Gasulla, Ignasi Gómez-Sebastià, Luis Oliva, Arturo Tejeda-Gómez, Javier Vázquez-Salceda:
Discovery of spatio-temporal patterns from location-based social networks. J. Exp. Theor. Artif. Intell. 28(1-2): 313-329 (2016)
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Ignasi Gómez-Sebastià, Jonathan Moreno, Sergio Álvarez-Napagao, Dario Garcia-Gasulla, Cristian Barrué, Ulises Cortés:
Situated Agents and Humans in Social Interaction for Elderly Healthcare: From Coaalas to AVICENA. J. Medical Syst. 40(2): 38:1-38:20 (2016)
2006
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Tamás Kifor, László Z. Varga, Javier Vázquez-Salceda, Sergio Álvarez-Napagao, Steven Willmott, Simon Miles, Luc Moreau:
Provenance in Agent-Mediated Healthcare Systems. IEEE Intell. Syst. 21(6): 38-46 (2006)

Conference and Workshop Papers

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2024
[c34]
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Adrián Tormos, Victor Gimenez-Abalos, Javier Vázquez-Salceda, Sergio Álvarez-Napagao:
pgeon applied to Overcooked-AI to explain agents' behaviour. AAMAS 2024: 2821-2823
2023
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Lucia Urcelay, Daniel Hinjos, Pablo A. Martin-Torres, Marta González, Marta Méndez, Salva Cívico, Sergio Álvarez-Napagao, Dario Garcia-Gasulla:
Exploring the Role of Explainability in AI-Assisted Embryo Selection. CCIA 2023: 153-162
[c32]
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David Marin Gutierrez, Javier Vázquez-Salceda, Sergio Álvarez-Napagao, Dmitry Gnatyshak:
Adding Preferences and Moral Values in an Agent-Based Simulation Framework for High-Performance Computing. COINE 2023: 95-117
2022
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Marc Domènech i Vila, Dmitry Gnatyshak, Adrián Tormos, Sergio Álvarez-Napagao:
Testing Reinforcement Learning Explainability Methods in a Multi-Agent Cooperative Environment. CCIA 2022: 355-364
2021
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Marta Barroso, Adrián Tormos, Raquel Pérez-Arnal, Sergio Álvarez-Napagao, Dario Garcia-Gasulla:
Collection, Processing and Analysis of Heterogeneous Data Coming from Spanish Hospitals in the Context of COVID-19. CCIA 2021: 254-263
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Antoni Climent, Dmitry Gnatyshak, Sergio Álvarez-Napagao:
Applying and Verifying an Explainability Method Based on Policy Graphs in the Context of Reinforcement Learning. CCIA 2021: 455-464
[c28]
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Sergio Álvarez-Napagao, Boki Ashmore, Marta Barroso, Cristian Barrué, Christian Beecks, Fabian Berns, Ilaria Bosi, Sisay Adugna Chala, Nicola Ciulli, Marta Garcia-Gasulla, Alexander Grass, Dimosthenis Ioannidis, Natalia Jakubiak, Karl Köpke, Ville Lämsä, Pedro Megias, Alexandros Nizamis, Claudio Pastrone, Rosaria Rossini, Miquel Sànchez-Marrè, Luca Ziliotti:
knowlEdge Project -Concept, Methodology and Innovations for Artificial Intelligence in Industry 4.0. INDIN 2021: 1-7
2020
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Toyotaro Suzumura, Hiroki Kanezashi, Mishal Dholakia, Euma Ishii, Sergio Álvarez-Napagao, Raquel Pérez-Arnal, Dario Garcia-Gasulla:
The Impact of COVID-19 on Flight Networks. IEEE BigData 2020: 2443-2452
[c26]
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Irene Li, Yixin Li, Tianxiao Li, Sergio Álvarez-Napagao, Dario Garcia-Gasulla, Toyotaro Suzumura:
What Are We Depressed About When We Talk About COVID-19: Mental Health Analysis on Tweets Using Natural Language Processing. SGAI Conf. 2020: 358-370
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Marc Josep-Fabregó, Xavier Teruel, Victor Gimenez-Abalos, Davide Cirillo, Dario Garcia-Gasulla, Sergio Álvarez-Napagao, Marta Garcia-Gasulla, Eduard Ayguadé, Alfonso Valencia:
GOPHER, an HPC Framework for Large Scale Graph Exploration and Inference. ISC Workshops 2020: 211-222
2019
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Dmitry Gnatyshak, Luis Oliva Felipe, Sergio Álvarez-Napagao, Julian A. Padget, Javier Vázquez-Salceda, Dario Garcia-Gasulla, Ulises Cortés:
Towards a Goal-Oriented Agent-Based Simulation Framework for High-Performance Computing. CCIA 2019: 329-338
2014
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Sergio Álvarez-Napagao, Arturo Tejeda-Gómez, Luis Oliva Felipe, Dario Garcia-Gasulla, Victor Codina, Ignasi Gómez-Sebastià, Javier Vázquez-Salceda:
Urban Context Detection and Context-Aware Recommendation via Networks of Humans as Sensors. ARE/AVSA@AAMAS 2014: 68-85
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Javier Béjar, Sergio Álvarez-Napagao, Dario Garcia-Gasulla, Ignasi Gómez-Sebastià, Luis Oliva, Arturo Tejeda-Gómez, Javier Vázquez-Salceda:
Discovery of Spatio-Temporal Patterns from Location Based Social Networks. CCIA 2014: 126-135
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Dario Garcia-Gasulla, Sergio Álvarez-Napagao, Arturo Tejeda-Gómez, Luis Oliva Felipe, Ignasi Gómez-Sebastià, Javier Béjar, Javier Vázquez-Salceda:
Social network data analysis for event detection. ECAI 2014: 1009-1010
[c20]
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Ignasi Gómez-Sebastià, Luis Oliva, Sergio Álvarez-Napagao, Dario Garcia-Gasulla, Arturo Tejeda-Gómez, Javier Vázquez-Salceda:
A Functional Approach for Disruptive Event Discovery and Policy Monitoring in Mobility Scenarios. ELS 2014: 46-53
2013
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Sofia Panagiotidi, Sergio Álvarez-Napagao, Javier Vázquez-Salceda:
Towards the Norm-Aware Agent: Bridging the Gap Between Deontic Specifications and Practical Mechanisms for Norm Monitoring and Norm-Aware Planning. COIN@AAMAS/PRIMA 2013: 346-363
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Ignasi Gómez-Sebastià, Sergio Álvarez-Napagao, Javier Vázquez-Salceda:
Towards Heuristic Based Mobility Policy Optimisation. CCIA 2013: 297-300
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Jonathan Moreno, Ulises Cortés, Dario Garcia-Gasulla, Ignasi Gómez-Sebastià, Sergio Álvarez-Napagao:
Applying COAALAS to SPiDer. CCIA 2013: 326-335
2012
[c16]
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Ignasi Gómez-Sebastià, Sergio Álvarez-Napagao, Javier Vázquez-Salceda, Luis Oliva Felipe:
Towards Runtime Support for Norm Change from a Monitoring Perspective. AT 2012: 71-85
[c15]
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Luis Oliva Felipe, Sergio Álvarez-Napagao, Javier Vázquez-Salceda:
Towards a Framework for the Analysis of Regulative Norm Performance in Complex Networks. AT 2012: 103-104
2011
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Sergio Álvarez-Napagao, Ignasi Gómez-Sebastià, Sofia Panagiotidi, Arturo Tejeda-Gómez, Luis Oliva, Javier Vázquez-Salceda:
Socially-Aware Emergent Narrative. AEGS 2011: 139-150
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Ignasi Gómez-Sebastià, Sergio Álvarez-Napagao, Javier Vázquez-Salceda:
A Distributed Norm Compliance Model. CCIA 2011: 110-119
2010
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Sergio Álvarez-Napagao, Fernando Koch, Ignasi Gómez-Sebastià, Javier Vázquez-Salceda:
Making Games ALIVE: An Organisational Approach. AGS 2010: 179-191
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Sergio Álvarez-Napagao, Huib Aldewereld, Javier Vázquez-Salceda, Frank Dignum:
Normative Monitoring: Semantics and Implementation. COIN@AAMAS&MALLOW 2010: 321-336
[c10]
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Huib Aldewereld, Sergio Álvarez-Napagao, Frank Dignum, Javier Vázquez-Salceda:
Making norms concrete. AAMAS 2010: 807-814
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Sergio Álvarez-Napagao, Ignasi Gómez-Sebastià, Javier Vázquez-Salceda, Fernando Koch:
cOncienS: Organizational Awareness in Real-Time Strategy Games. CCIA 2010: 69-78
[c8]
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Sergio Álvarez-Napagao, Huib Aldewereld, Javier Vázquez-Salceda, Frank Dignum:
Normative Monitoring: Semantics and Implementation. MALLOW 2010
2009
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Huib Aldewereld, Sergio Álvarez-Napagao, Frank Dignum, Javier Vázquez-Salceda:
Engineering Social Reality with Inheritance Relations. ESAW 2009: 116-131
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Joey Sik Chun Lam, Wamberto Weber Vasconcelos, Frank Guerin, David Corsar, Alison Chorley, Timothy J. Norman, Javier Vázquez-Salceda, Sofia Panagiotidi, Roberto Confalonieri, I. Gomez, S. Hidalgo, Sergio Álvarez-Napagao, Juan Carlos Nieves, M. Palau Roig, Luigi Ceccaroni, Huib Aldewereld, Virginia Dignum, Frank Dignum, Loris Penserini, Julian A. Padget, Marina De Vos, D. Andreou, Owen Cliffe, Athanasios Staikopoulos, Razvan Popescu, Siobhán Clarke, Paul Sergeant, Chris Reed, Thomas B. Quillinan, Kees Nieuwenhuis:
ALIVE: A Framework for Flexible and Adaptive Service Coordination. ESAW 2009: 236-239
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J. Sousa Lopes, Sergio Álvarez-Napagao, Javier Vázquez-Salceda:
USE: A Concept-Based Recommendation System to Support Creative Search. Web Intelligence/IAT Workshops 2009: 17-21
[c4]
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Sergio Álvarez-Napagao, Owen Cliffe, Julian A. Padget, Javier Vázquez-Salceda:
Norms, Organisations and Semantic Web Services: The ALIVE Approach. MALLOW 2009
2008
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Javier Vázquez-Salceda, Sergio Álvarez-Napagao:
Using SOA Provenance to Implement Norm Enforcement in e-Institutions. COIN@AAMAS&AAAI 2008: 188-203
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Roberto Confalonieri, Sergio Álvarez-Napagao, Sofia Panagiotidi, Javier Vázquez-Salceda, Steven Willmott:
A Middleware Architecture for Building Contract-Aware Agent-Based Services. SOCASE 2008: 1-14
2006
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  - conf/ipaw/AlvarezVKVW06
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Sergio Álvarez-Napagao, Javier Vázquez-Salceda, Tamás Kifor, László Z. Varga, Steven Willmott:
Applying Provenance in Distributed Organ Transplant Management. IPAW 2006: 28-36

Informal and Other Publications

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2024
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Ashwin Kumar Gururajan, Enrique Lopez-Cuena, Jordi Bayarri-Planas, Adrián Tormos, Daniel Hinjos, Pablo Bernabeu-Perez, Anna Arias-Duart, Pablo Agustin Martin-Torres, Lucia Urcelay-Ganzabal, Marta Gonzalez-Mallo, Sergio Álvarez-Napagao, Eduard Ayguadé Parra, Ulises Cortés Dario Garcia-Gasulla:
Aloe: A Family of Fine-tuned Open Healthcare LLMs. CoRR abs/2405.01886 (2024)
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Victor Gimenez-Abalos, Sergio Álvarez-Napagao, Adrián Tormos, Ulises Cortés, Javier Vázquez-Salceda:
Intention-aware policy graphs: answering what, how, and why in opaque agents. CoRR abs/2409.19038 (2024)
2023
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Lucia Urcelay, Daniel Hinjos, Pablo A. Martin-Torres, Marta González, Marta Méndez, Salva Cívico, Sergio Álvarez-Napagao, Dario Garcia-Gasulla:
Exploring the Role of Explainability in AI-Assisted Embryo Selection. CoRR abs/2308.02534 (2023)
2022
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  - journals/corr/abs-2203-11261
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Dmitry Gnatyshak, Dario Garcia-Gasulla, Sergio Álvarez-Napagao, Jamie Arjona, Tommaso Venturini:
Healthy Twitter discussions? Time will tell. CoRR abs/2203.11261 (2022)
[i8]
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  - journals/corr/abs-2211-04347
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Adrián Tormos, Dario Garcia-Gasulla, Victor Gimenez-Abalos, Sergio Álvarez-Napagao:
When & How to Transfer with Transfer Learning. CoRR abs/2211.04347 (2022)
2020
[i7]
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  - journals/corr/abs-2002-01284
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Mario A. Gutierrez-Mondragon, Dario Garcia-Gasulla, Sergio Álvarez-Napagao, Jaume Brossa-Ordoñez, Rafael Gimenez-Esteban:
Obstruction level detection of sewer videos using convolutional neural networks. CoRR abs/2002.01284 (2020)
[i6]
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  - journals/corr/abs-2004-10899
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Irene Li, Yixin Li, Tianxiao Li, Sergio Álvarez-Napagao, Darío García:
What are We Depressed about When We Talk about COVID19: Mental Health Analysis on Tweets Using Natural Language Processing. CoRR abs/2004.10899 (2020)
[i5]
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  - journals/corr/abs-2006-02950
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Toyotaro Suzumura, Hiroki Kanezashi, Mishal Dholakia, Euma Ishii, Sergio Álvarez-Napagao, Raquel Pérez-Arnal, Dario Garcia-Gasulla:
The Impact of COVID-19 on Flight Networks. CoRR abs/2006.02950 (2020)
[i4]
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  - journals/corr/abs-2006-05573
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Dario Garcia-Gasulla, Sergio Álvarez-Napagao, Irene Li, Hiroshi Maruyama, Hiroki Kanezashi, Raquel Pérez-Arnal, Kunihiko Miyoshi, Euma Ishii, Keita Suzuki, Sayaka Shiba, Mariko Kurokawa, Yuta Kanzawa, Naomi Nakagawa, Masatoshi Hanai, Yixin Li, Tianxiao Li:
Global Data Science Project for COVID-19 Summary Report. CoRR abs/2006.05573 (2020)
[i3]
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  - journals/corr/abs-2009-13871
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Dario Garcia-Gasulla, Atia Cortés, Sergio Álvarez-Napagao, Ulises Cortés:
Signs for Ethical AI: A Route Towards Transparency. CoRR abs/2009.13871 (2020)
2019
[i2]
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  - journals/corr/abs-1911-10055
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Dmitry Gnatyshak, Luis Oliva Felipe, Sergio Álvarez-Napagao, Julian A. Padget, Javier Vázquez-Salceda, Dario Garcia-Gasulla, Ulises Cortés:
Towards a Goal-oriented Agent-based Simulation framework for High-Performance Computing. CoRR abs/1911.10055 (2019)
2011
[i1]
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  - journals/ercim/Gomez-SebastiaGA11
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Ignasi Gómez-Sebastià, Dario Garcia-Gasulla, Sergio Álvarez-Napagao:
A Society of Situated Agents for Adaptable Eldercare. ERCIM News 2011(87) (2011)

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