Nelly Bencomo

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 83

Top Venues

MoDELS (Companion)

CoRR

SEAMS@ICSE

Lancaster University, UK (PHD)

Education History

Lancaster University, UK

PHD

Publications

Javier Cámara, Sebastian Hahner, Diego Perez-Palacin, Antonio Vallecillo, Maribel Acosta, Nelly Bencomo, Radu Calinescu, Simos Gerasimou
Uncertainty Flow Diagrams: Towards a Systematic Representation of Uncertainty Propagation and Interaction in Adaptive Systems. SEAMS@ICSE (2024)
Sebastian Götz, Nelly Bencomo, Huma Samin
Latency-aware RDMSim: Enabling the Investigation of Latency in Self-Adaptation for the Case of Remote Data Mirroring. SEAMS@ICSE (2024)
Luis Hernán García Paucar, Huma Samin, Nelly Bencomo
Decision Making for Self-Adaptation Based on Partially Observable Satisfaction of Non-Functional Requirements. ACM Trans. Auton. Adapt. Syst. 19 (2) (2024)
Nelly Bencomo
Models for Human-Machine Teaming for Shared Decision-Making under Uncertainty. Modellierung (2024)
Owen James Reynolds, Antonio García-Domínguez, Nelly Bencomo
Automated Provenance Collection at Runtime as a Cross-Cutting Concern. MoDELS (Companion) (2023)
Alistair G. Sutcliffe, Nelly Bencomo, Andy Darby, Luis Hernán García Paucar, Peter Sawyer
To download or not to download the Covid-19 Track and Trace App? What is more influential in users' minds? Int. J. Hum. Comput. Stud. 180 (2023)
Dylan J. Walton, Huma Samin, Nelly Bencomo
Modelling Uncertainty for Requirements: The Case of Surprises. REW (2023)
Andrew Darby, Pete Sawyer, Nelly Bencomo
Approaching Unanticipated Consequences. CoRR (2023)
Sebastian Götz, Nelly Bencomo
Tools and Demonstrations Track. MoDELS (Companion) (2023)
Juan Marcelo Parra Ullauri, Chen Zhen, Antonio García-Domínguez, Nelly Bencomo, Changgang Zheng, Juan Boubeta-Puig, Guadalupe Ortiz, Shufan Yang
A Framework for History-Aware Hyperparameter Optimisation in Reinforcement Learning. CoRR (2023)
Sebastian Götz, Nelly Bencomo
Tools and Demonstrations Track. MoDELS (Companion) (2023)
Luis Hernán García Paucar, Nelly Bencomo, Alistair G. Sutcliffe, Pete Sawyer
A Bayesian network-based model to understand the role of soft requirements in technology acceptance: the case of the NHS COVID-19 test and trace app in England and Wales. SAC (2022)
Javier Cámara, Javier Troya, Antonio Vallecillo, Nelly Bencomo, Radu Calinescu, Betty H. C. Cheng, David Garlan, Bradley R. Schmerl
The uncertainty interaction problem in self-adaptive systems. Softw. Syst. Model. 21 (4) (2022)
Juan Marcelo Parra Ullauri, Antonio García-Domínguez, Nelly Bencomo, Luis Hernán García Paucar
History-aware explanations: towards enabling human-in-the-loop in self-adaptive systems. MoDELS (Companion) (2022)
Changgang Zheng, Shufan Yang, Juan Marcelo Parra Ullauri, Antonio García-Domínguez, Nelly Bencomo
Reward-Reinforced Generative Adversarial Networks for Multi-Agent Systems. IEEE Trans. Emerg. Top. Comput. Intell. 6 (3) (2022)
Juan Marcelo Parra Ullauri, Antonio García-Domínguez, Nelly Bencomo, Changgang Zheng, Chen Zhen, Juan Boubeta-Puig, Guadalupe Ortiz, Shufan Yang
Event-driven temporal models for explanations - ETeMoX: explaining reinforcement learning. Softw. Syst. Model. 21 (3) (2022)
Alistair G. Sutcliffe, Pete Sawyer, Nelly Bencomo
The Implications of 'Soft' Requirements. RE (2022)
Nelly Bencomo, Jin L. C. Guo, Rachel Harrison, Hans-Martin Heyn, Tim Menzies
The Secret to Better AI and Better Software (Is Requirements Engineering). IEEE Softw. 39 (1) (2022)
Antonio Bucchiarone, Claudio Guidi, Ivan Lanese, Nelly Bencomo, Josef Spillner
A MAPE-K Approach to Autonomic Microservices. ICSA Companion (2022)
Owen Reynolds, Antonio García-Domínguez, Nelly Bencomo
: A multi-database automated provenance collection system for runtime-models. Inf. Softw. Technol. 141 (2022)
Huma Samin, Nelly Bencomo, Peter Sawyer
Decision-making under uncertainty: be aware of your priorities. Softw. Syst. Model. 21 (6) (2022)
Benoît Combemale, Jörg Kienzle, Gunter Mussbacher, Hyacinth Ali, Daniel Amyot, Mojtaba Bagherzadeh, Edouard Batot, Nelly Bencomo, Benjamin Benni, Jean-Michel Bruel, Jordi Cabot, Betty H. C. Cheng, Philippe Collet, Gregor Engels, Robert Heinrich, Jean-Marc Jézéquel, Anne Koziolek, Sébastien Mosser, Ralf H. Reussner, Houari A. Sahraoui, Rijul Saini, June Sallou, Serge Stinckwich, Eugene Syriani, Manuel Wimmer
A Hitchhiker's Guide to Model-Driven Engineering for Data-Centric Systems. IEEE Softw. 38 (4) (2021)
Antonio Bucchiarone, Antonio Cicchetti, Nelly Bencomo, Enrica Loria, Annapaola Marconi
Gamified and Self-Adaptive Applications for the Common Good: Research Challenges Ahead. SEAMS@ICSE (2021)
Huma Samin, Nelly Bencomo, Peter Sawyer
Pri-AwaRE: Tool Support for priority-aware decision-making under uncertainty. RE (2021)
Antonio Bucchiarone, Martina De Sanctis, Nelly Bencomo
Agent-Based Framework for Self-Organization of Collective and Autonomous Shuttle Fleets. IEEE Trans. Intell. Transp. Syst. 22 (6) (2021)
Juan Marcelo Parra Ullauri, Antonio García-Domínguez, Juan Boubeta-Puig, Nelly Bencomo, Guadalupe Ortiz
Towards an architecture integrating complex event processing and temporal graphs for service monitoring. SAC (2021)
Changgang Zheng, Shufan Yang, Juan Marcelo Parra Ullauri, Antonio García-Domínguez, Nelly Bencomo
Reward-Reinforced Reinforcement Learning for Multi-agent Systems. CoRR (2021)
Alistair G. Sutcliffe, Pete Sawyer, Wei Liu, Nelly Bencomo
Investigating the potential impact of values on requirements and software engineering. CoRR (2021)
Nelly Bencomo
Modeling Autonomic Systems in the time of ML, DevOps and Microservices. MoDELS (Companion) (2021)
Huma Samin, Luis Hernán García Paucar, Nelly Bencomo, Cesar M. Carranza Hurtado, Erik M. Fredericks
RDMSim: An Exemplar for Evaluation and Comparison of Decision-Making Techniques for Self-Adaptation. SEAMS@ICSE (2021)
Antonio Bucchiarone, Martina De Sanctis, Nelly Bencomo
Agent-based Framework for Self-Organization of Collective and Autonomous Shuttle Fleets. CoRR (2021)
Sebastian Götz, Antonio Bucchiarone, Nelly Bencomo
Preface of the 15th International Workshop on Models@run.time'21. MoDELS (Companion) (2021)
Juan Marcelo Parra Ullauri, Antonio García-Domínguez, Nelly Bencomo
From a Series of (Un)fortunate Events to Global Explainability of Runtime Model-Based Self-Adaptive Systems. MoDELS (Companion) (2021)
Huma Samin, Luis Hernán García Paucar, Nelly Bencomo, Cesar M. Carranza Hurtado, Erik M. Fredericks
RDMSim: An Exemplar for Evaluation and Comparison of Decision-Making Techniques for Self-Adaptation. CoRR (2021)
Nelly Bencomo, Rachel Harrison, Daniel Rodríguez
Eigth International Workshop on Artificial Intelligence and Requirements Engineering (AIRE'21). RE Workshops (2021)
Alistair G. Sutcliffe, Pete Sawyer, Wei Liu, Nelly Bencomo
Investigating the Potential Impact of Values on Requirements and Software Engineering. ICSE-SEIS (2021)
Luis Hernán García Paucar, Nelly Bencomo, Alistair G. Sutcliffe
Towards Technology Acceptance: a Bayesian Network of soft requirements, the case of the NHS COVID-19 Test and Trace App. RE Workshops (2021)
Antonio Bucchiarone, Antonio Cicchetti, Nelly Bencomo, Enrica Loria, Annapaola Marconi
Gamified and Self-Adaptive Applications for the Common Good: Research Challenges Ahead. CoRR (2021)
Huma Samin, Luis Hernán García Paucar, Nelly Bencomo, Peter Sawyer
Towards priority-awareness in autonomous intelligent systems. SAC (2021)
Owen Reynolds, Antonio García-Domínguez, Nelly Bencomo
Towards automated provenance collection for runtime models to record system history. SAM (2020)
Antonio Bucchiarone, Nelly Bencomo, Enrica Loria, Annapaola Marconi, Antonio Cicchetti
Run-time and Collective Adaptation of Gameful Systems. ACSOS Companion (2020)
Gunter Mussbacher, Benoît Combemale, Jörg Kienzle, Silvia Abrahão, Hyacinth Ali, Nelly Bencomo, Márton Búr, Loli Burgueño, Gregor Engels, Pierre Jeanjean, Jean-Marc Jézéquel, Thomas Kühn, Sébastien Mosser, Houari A. Sahraoui, Eugene Syriani, Dániel Varró, Martin Weyssow
Opportunities in intelligent modeling assistance. Softw. Syst. Model. 19 (5) (2020)
Nelly Bencomo, Alessio Ferrari, Fatma Basak Aydemir, Mona Rahimi
Message from the Organizers. AIRE@RE (2020)
Owen Reynolds, Antonio García-Domínguez, Nelly Bencomo
Automated provenance graphs for models@run.time. MoDELS (Companion) (2020)
Juan Marcelo Parra Ullauri, Antonio García-Domínguez, Luis Hernán García Paucar, Nelly Bencomo
Temporal Models for History-Aware Explainability. SAM (2020)
Jörg Kienzle, Gunter Mussbacher, Benoît Combemale, Lucy Bastin, Nelly Bencomo, Jean-Michel Bruel, Christoph Becker, Stefanie Betz, Ruzanna Chitchyan, Betty H. C. Cheng, Sonja Klingert, Richard F. Paige, Birgit Penzenstadler, Norbert Seyff, Eugene Syriani, Colin C. Venters
Toward model-driven sustainability evaluation. Commun. ACM 63 (3) (2020)
Nelly Bencomo
Next steps in variability management due to autonomous behaviour and runtime learning. VaMoS (2020)
Gunter Mussbacher, Benoît Combemale, Silvia Abrahão, Nelly Bencomo, Loli Burgueño, Gregor Engels, Jörg Kienzle, Thomas Kühn, Sébastien Mosser, Houari A. Sahraoui, Martin Weyssow
Towards an assessment grid for intelligent modeling assistance. MoDELS (Companion) (2020)
Danny Weyns, Nelly Bencomo, Radu Calinescu, Javier Cámara, Carlo Ghezzi, Vincenzo Grassi, Lars Grunske, Paola Inverardi, Jean-Marc Jézéquel, Sam Malek, Raffaela Mirandola, Marco Mori, Giordano Tamburrelli
Perpetual Assurances for Self-Adaptive Systems. CoRR (2019)
Nelly Bencomo, Sebastian Götz, Hui Song
Models@run.time: a guided tour of the state of the art and research challenges. Softw. Syst. Model. 18 (5) (2019)
Luis Hernán García Paucar, Nelly Bencomo
Knowledge Base K Models to Support Trade-Offs for Self-Adaptation using Markov Processes. SASO (2019)
Antonio García-Domínguez, Nelly Bencomo, Juan Marcelo Parra Ullauri, Luis Hernán García Paucar
Querying and Annotating Model Histories with Time-Aware Patterns. MoDELS (2019)
Luis Hernán García Paucar, Nelly Bencomo, Kevin Kam Fung Yuen
ARRoW: automatic runtime reappraisal of weights for self-adaptation. SAC (2019)
Antonio García-Domínguez, Nelly Bencomo, Juan Marcelo Parra Ullauri, Luis Hernán García Paucar
Towards History-Aware Self-Adaptation with Explanation Capabilities. FAS*W@SASO/ICAC (2019)
Miguel A. Jiménez, Luis F. Rivera, Norha M. Villegas, Gabriel Tamura, Hausi A. Müller, Nelly Bencomo
An architectural framework for quality-driven adaptive continuous experimentation. RCoSE-DDrEE@ICSE (2019)
Nelly Bencomo, Luis Hernán García Paucar
RaM: Causally-Connected and Requirements-Aware Runtime Models using Bayesian Learning. MoDELS (2019)
Nelly Bencomo, Gunter Mussbacher, Ana Moreira, João Araújo, Pablo Sánchez
Preface to 9th International Workshop on Model-Driven Requirements Engineering. RE Workshops (2019)
Romina Torres, Rodrigo Salas, Nelly Bencomo, Hernán Astudillo
An architecture based on computing with words to support runtime reconfiguration decisions of service-based systems. Int. J. Comput. Intell. Syst. 11 (1) (2018)
José Bocanegra, Luis Hernán García Paucar, Jaime A. Pavlich-Mariscal, Nelly Bencomo
Improving the Decision-Making Support in Context-Aware Applications: The Case of an Adaptive Virtual Education Learning Management System. CIbSE (2018)
Luis Hernán García Paucar, Nelly Bencomo
RE-STORM: mapping the decision-making problem and non-functional requirements trade-off to partially observable markov decision processes. SEAMS@ICSE (2018)
Antonio García-Domínguez, Nelly Bencomo, Luis Hernán García Paucar
Reflecting on the past and the present with temporal graph-based models. MoDELS (Workshops) (2018)
Ross Edwards, Nelly Bencomo
DeSiRE: further understanding nuances of degrees of satisfaction of non-functional requirements trade-off. SEAMS@ICSE (2018)
Nelly Bencomo, Peter R. Lewis, Sebastian Götz
Interacting Decision-Making Agents and their Impacts on Assurances: Taxonomy and Challenges. MoDRE@RE (2018)
Luis Hernán García Paucar, Nelly Bencomo, Kevin Kam Fung Yuen
Juggling Preferences in a World of Uncertainty. RE (2017)
Luis Hernán García Paucar, Nelly Bencomo
A Survey on Preferences of Quality Attributes in the Decision-making for Self-adaptive and Self-managed Systems: the Bad, the Good and the Ugly. CIbSE (2017)
Nelly Bencomo
The Role of models@run.time in Autonomic Systems: Keynote. ICAC (2017)
Luis Hernán García Paucar, Nelly Bencomo
A Survey on Preferences of Quality Attributes in the Decision-making for Self-Adaptive Systems: the Bad, the Good and the Ugly. WER (2017)
Antonio García-Domínguez, Nelly Bencomo
Non-human Modelers: Challenges and Roadmap for Reusable Self-explanation. STAF Workshops (2017)
Luis Hernán García Paucar, Nelly Bencomo
ARRoW: Tool Support for Automatic Runtime Reappraisal of Weights. RE (2017)
Luis Hernán García Paucar, Nelly Bencomo
RE-PREF: Support for REassessment of PREFerences of Non-functional Requirements for Better Decision-Making in Self-Adaptive Systems. RE (2016)
Luis Hernán García Paucar, Nelly Bencomo
Runtime Models Based on Dynamic Decision Networks: Enhancing the Decision-making in the Domain of Ambient Assisted Living Applications. Models@run.time (2016)
Sebastian Götz, Nelly Bencomo, Kirstie L. Bellman, Gordon S. Blair
Preface to Models@run.time 2016. ICAC (2016)
Nelly Bencomo, Gregor Engels
Introduction to the Special Section on Best Papers from SEAMS 2014. ACM Trans. Auton. Adapt. Syst. 10 (4) (2016)
João Araújo, Nelly Condori-Fernández, Nelly Bencomo, Toacy C. Oliveira, Jose Luis de la Vara, Isabel Sofia Brito, Miguel Goulão, Santiago Matalonga
Special Section on the 18th Ibero-American Conference on Software Engineering (CIBSE'15). J. Object Technol. 15 (3) (2016)
Luis Hernán García Paucar, Nelly Bencomo
The Reassessment of Preferences of Non-functional Requirements for Better Informed Decision-Making in Self-Adaptation. RE Workshops (2016)
Marwah M. Alansari, André Almeida, Nelly Bencomo, Behzad Bordbar
CloudMPL: A Domain Specific Language for Describing Management Policies for an Autonomic Cloud Infrastructure. CLOSER (2015)
Alina Patelli, Nelly Bencomo, Anikó Ekárt, Harry Goldingay, Peter R. Lewis
Two-B or not Two-B?: Design Patterns for Hybrid Metaheuristics. GECCO (Companion) (2015)
Nelly Bencomo
QuantUn: Quantification of uncertainty for the reassessment of requirements. RE (2015)
Sara Hassan, Nelly Bencomo, Rami Bahsoon
Minimizing Nasty Surprises with Better Informed Decision-Making in Self-Adaptive Systems. SEAMS@ICSE (2015)
Everton Cavalcante, Thaís Batista, Nelly Bencomo, Pete Sawyer
Revisiting Goal-Oriented Models for Self-Aware Systems-of-Systems. ICAC (2015)
André Almeida, Nelly Bencomo, Thaís Vasconcelos Batista, Everton Cavalcante, Francisco Dantas
Dynamic decision-making based on NFR for managing software variability and configuration selection. SAC (2015)
Sebastian Götz, Nelly Bencomo, Gordon S. Blair, Hui Song
Summary of the 10th International Workshop on Models@run.time. Models@run.time (2015)
Sebastian Götz, Nelly Bencomo, Robert B. France
Devising the Future of the Models@run.time Workshop. ACM SIGSOFT Softw. Eng. Notes 40 (1) (2015)
Katrina Samperi, Nelly Bencomo, Peter R. Lewis
Self-Adaptive Probabilistic Roadmap Generation for Intelligent Virtual Agents. SASO (2014)
Nelly Bencomo, Amel Belaggoun
A world full of surprises: bayesian theory of surprise to quantify degrees of uncertainty. ICSE Companion (2014)
Kristopher Welsh, Nelly Bencomo, Pete Sawyer, Jon Whittle
Self-Explanation in Adaptive Systems Based on Runtime Goal-Based Models. Trans. Comput. Collect. Intell. 16 (2014)
Danny Hughes, Nelly Bencomo, Brice Morin, Christophe Huygens, Zhun Shen, Ka Lok Man
S-Theory: A Unified Theory of Multi-paradigm Software Development. GPC (2013)
Nelly Bencomo, Robert B. France, Sebastian Götz, Bernhard Rumpe
Summary of the 8th International Workshop on Models @ Run.time. Models@run.time (2013)
Danny Weyns, Nelly Bencomo, Radu Calinescu, Javier Cámara, Carlo Ghezzi, Vincenzo Grassi, Lars Grunske, Paola Inverardi, Jean-Marc Jézéquel, Sam Malek, Raffaela Mirandola, Marco Mori, Giordano Tamburrelli
Perpetual Assurances for Self-Adaptive Systems. Software Engineering for Self-Adaptive Systems (2013)
Raphael de Aquino Gomes, Fábio M. Costa, Nelly Bencomo
On modeling and satisfaction of non-functional requirements using cloud computing. LatinCloud (2013)
Rogério de Lemos, David Garlan, Carlo Ghezzi, Holger Giese, Jesper Andersson, Marin Litoiu, Bradley R. Schmerl, Danny Weyns, Luciano Baresi, Nelly Bencomo, Yuriy Brun, Javier Cámara, Radu Calinescu, Myra B. Cohen, Alessandra Gorla, Vincenzo Grassi, Lars Grunske, Paola Inverardi, Jean-Marc Jézéquel, Sam Malek, Raffaela Mirandola, Marco Mori, Hausi A. Müller, Romain Rouvoy, Cecília M. F. Rubira, Éric Rutten, Mary Shaw, Giordano Tamburrelli, Gabriel Tamura, Norha M. Villegas, Thomas Vogel, Franco Zambonelli
Software Engineering for Self-Adaptive Systems: Research Challenges in the Provision of Assurances. Software Engineering for Self-Adaptive Systems (2013)
Nelly Bencomo, Amel Belaggoun, Valérie Issarny
Bayesian artificial intelligence for tackling uncertainty in self-adaptive systems: The case of dynamic decision networks. RAISE@ICSE (2013)
Nelly Bencomo, Amel Belaggoun
Supporting Decision-Making for Self-Adaptive Systems: From Goal Models to Dynamic Decision Networks. REFSQ (2013)
Romina Torres, Nelly Bencomo, Hernán Astudillo
Addressing the QoS drift in specification models of self-adaptive service-based systems. RAISE@ICSE (2013)
Nelly Bencomo, Gordon S. Blair, Sebastian Götz, Brice Morin, Bernhard Rumpe
Report on the 7th international workshop on models@run.time. ACM SIGSOFT Softw. Eng. Notes 38 (1) (2013)
Nelly Bencomo, Amel Bennaceur, Paul Grace, Gordon S. Blair, Valérie Issarny
The role of models@run.time in supporting on-the-fly interoperability. Computing 95 (3) (2013)
Nelly Bencomo, Amel Belaggoun, Valérie Issarny
Dynamic decision networks for decision-making in self-adaptive systems: a case study. SEAMS (2013)
Nelly Bencomo, Gordon S. Blair, Sebastian Götz, Brice Morin, Bernhard Rumpe
Summary of the 7th International Workshop on Models@run.time. Models@run.time (2012)
Nelly Bencomo, Kristopher Welsh, Pete Sawyer, Jon Whittle
Self-Explanation in Adaptive Systems. ICECCS (2012)
Romina Torres, Nelly Bencomo, Hernán Astudillo
Market-Awareness in Service-Based Systems. SASO Workshops (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Nelly Bencomo