Research output

Research output per year 2004 2021

• 90 Conference publication
• 11 Article
• 10 Chapter
• 4 Paper
• 12 More
  • 3 Foreword/postscript
  • 2 Chapter (peer-reviewed)
  • 2 Editorial
  • 1 Scholarly edition
  • 1 Other
  • 1 Conference article
  • 1 Review article
  • 1 Working paper

Research output per year

Research output per year

Search results

• 2021

  Towards an architecture integrating complex event processing and temporal graphs for service monitoring

  Parra-Ullauri, J. M., García-Domínguez, A., Boubeta-Puig, J., Bencomo, N. & Ortiz, G., 22 Mar 2021, Proceedings of the 36th Annual ACM Symposium on Applied Computing, SAC 2021. ACM, p. 427–435 9 p. (Proceedings of the 36th Annual ACM Symposium on Applied Computing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  Open Access

  File

  • Monitoring
  • History
  • Information management
  • Quality of service
  • Costs

• Towards priority-awareness in autonomous intelligent systems

  Samin, H., Paucar, L. H. G., Bencomo, N. & Sawyer, P., 22 Mar 2021, Proceedings of the 36th Annual ACM Symposium on Applied Computing, SAC 2021. ACM, p. 1328–1337 10 p. (Proceedings of the 36th Annual ACM Symposium on Applied Computing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  Open Access

  File

  • Intelligent systems
  • Decision making
  • Decision theory
  • Tuning
• 2020

  7th International Workshop on Artificial Intelligence and Requirements Engineering (AIRE'20): Message from the Organizers

  Bencomo, N., Ferrari, A., Aydemir, F. B. & Rahimi, M., 20 Oct 2020, 2020 IEEE Seventh International Workshop on Artificial Intelligence for Requirements Engineering (AIRE). IEEE, p. VII (Proceedings - 7th International Workshop on Artificial Intelligence and Requirements Engineering, AIRE 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • Requirements engineering
  • Artificial intelligence

• Automated provenance graphs for models@run.time

  Reynolds, O., García-Domínguez, A. & Bencomo, N., 16 Oct 2020, Proceedings - 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, MODELS-C 2020 - Companion Proceedings. ACM, p. 344-353 10 p. 53. (Proceedings - 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, MODELS-C 2020 - Companion Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  Open Access

  File

  • Decision making
  • Adaptive systems
  • Machine learning
  • Costs
  • Experiments

• Next steps in variability management due to autonomous behaviour and runtime learning

  Bencomo, N., 5 Feb 2020, Proceedings - VaMoS 2020: 14th International Working Conference on Variability Modelling of Software-Intensive Systems. Cordy, M., Acher, M., Beuche, D. & Saake, G. (eds.). ACM, p. 1-2 a2

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • Machine learning
  • Uncertainty
  • Automation
  • Decision theory
  • Artificial intelligence

• Temporal Models for History-Aware Explainability

  Parra-Ullauri, J. M., García-Domínguez, A., García-Paucar, L. H. & Bencomo, N., 19 Oct 2020, Proceedings of the 12th System Analysis and Modelling Conference, SAM 2020. ACM, p. 155–164 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  Open Access

  File

  • Adaptive systems
  • Evolutionary algorithms
  • Decision making
  • Uncertainty

• Towards an assessment grid for intelligent modeling assistance

  Mussbacher, G., Combemale, B., Abrahão, S., Bencomo, N., Burgueño, L., Engels, G., Kienzle, J., Kühn, T., Mosser, S., Sahraoui, H. & Weyssow, M., 16 Oct 2020, Proceedings - 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, MODELS-C 2020 - Companion Proceedings. ACM, p. 1-10 10 p. 48. (Proceedings - 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, MODELS-C 2020 - Companion Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  Open Access

• Towards automated provenance collection for runtime models to record system history

  Reynolds, O., García-Domínguez, A. & Bencomo, N., 19 Oct 2020, Proceedings of the 12th System Analysis and Modelling Conference, SAM 2020. ACM, p. 12-22 11 p. (Proceedings of the 12th System Analysis and Modelling Conference, SAM 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  Open Access

  File
• 2019

  An Architectural Framework for Quality-Driven Adaptive Continuous Experimentation

  Jimenez, M., Rivera, L. F., Villegas, N. M., Tamura, G., Muller, H. A. & Bencomo, N., 29 Aug 2019, (E-pub ahead of print) Proceedings - 2019 IEEE/ACM Joint 4th International Workshop on Rapid Continuous Software Engineering and 1st International Workshop on Data-Driven Decisions, Experimentation and Evolution, RCoSE/DDrEE 2019. IEEE, p. 20-23 4 p. 8818213

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • Experimentation
  • Design of experiments
  • Architectural design
  • Experiments
  • Experimental Design

• ARRoW: Automatic Runtime Reappraisal of Weights for Self-Adaptation

  Bencomo, N., Garcia Paucar, L. H. & Yuen, K. K. F., 8 Apr 2019, The 12th Edition of the Requirements Engineering Track (RE-Track'19) is part of the 34rd ACM Symposium on Applied Computing. SAC 2019. ACM, p. 1584-1591 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • Decision making
  • Adaptive systems
  • Specifications
  • Cost benefit analysis
  • Experiments

• Knowledge Base K Models to Support Trade-Offs for Self-Adaptation using Markov Processes

  Garcia Paucar, L. H. & Bencomo, N., 1 Jun 2019, Proceedings - 2019 IEEE 13th International Conference on Self-Adaptive and Self-Organizing Systems, SASO 2019. IEEE, Vol. 2019-June. p. 11-16 6 p. 8780528. (2019 IEEE 13th International Conference on Self-Adaptive and Self-Organizing Systems (SASO)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  Open Access

  File

  • Markov processes
  • Decision making
  • Adaptive systems

• MRT-SeAC 2018 Foreword: 1st Joint International Workshop on Models@run.time and Self-Aware Computing Systems

  Götz, S., Herbst, N., Bencomo, N., Bellman, K. L., Lewis, P., Moreno, J. C., Karlsson, N., Esterle, L., Autili, M., Seinturier, L., Holmes, TI., Filieri, A., Landauer, C., Derakhshanmanesh, M., Tichy, M., Vogel, T., Cheng, B., Kounev, S. & Giese, H., 2 Jan 2019, 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems (FAS*W). IEEE, p. XI-XII (Proceedings - 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems, FAS*W 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

• Preface to 9th international workshop on model-driven requirements engineering

  Bencomo, N., Mussbacher, G., Moreira, A., Araujo, J. & Sanchez, P., 19 Dec 2019, 2019 IEEE 27th International Requirements Engineering Conference Workshops (REW). IEEE, 1 p. (Proceedings - 2019 IEEE 27th International Requirements Engineering Conference Workshops, REW 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

• Querying and Annotating Model Histories with Time-Aware Patterns

  García-Domínguez, A., Bencomo, N., Parra-Ullauri, J. M. & García-Paucar, L. H., 21 Nov 2019, Proceedings - 2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems, MODELS 2019. Kessentini, M., Yue, T., Yue, T., Pretschner, A., Voss, S., Burgueno, L. & Burgueno, L. (eds.). IEEE, p. 194-204 11 p. 8906985

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • History
  • Model
  • Compliance
  • Query
  • Design Rules

• RaM: Causally-Connected and Requirements-Aware Runtime Models using Bayesian Learning

  Bencomo, N. & Garcia Paucar, L. H., 21 Nov 2019, Proceedings - 2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems, MODELS 2019. Kessentini, M., Yue, T., Yue, T., Pretschner, A., Voss, S., Burgueno, L. & Burgueno, L. (eds.). IEEE, p. 216-226 11 p. 8906919

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • Bayesian Learning
  • Partially Observable Markov Decision Process
  • Requirements
  • Requirements Specification
  • Self-adaptation

• Towards History-Aware Self-Adaptation with Explanation Capabilities

  Garcia Dominguez, A., Bencomo, N., Parra Ullauri, J. M. & Garcia Paucar, L. H., 8 Aug 2019, 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems (FAS*W). IEEE, p. 18-23 6 p. 8791972

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • Self-adaptation
  • Adaptive Systems
  • Adaptive systems
  • History
  • System Architecture
• 2018

  DeSiRE: further understanding nuances of degrees of satisfaction of non-functional requirements trade-off

  Edwards, R. & Bencomo, N., 28 May 2018, Proceedings of the 13th International Conference on Software Engineering for Adaptive and Self-Managing Systems, SEAMS@ICSE 2018, Gothenburg, Sweden, May 28-29, 2018. ACM, p. 12-18 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • Decision making
  • Adaptive systems
  • Uncertainty
  • Experiments

• Improving the Decision-Making Support in Context-Aware Applications: The Case of an Adaptive Virtual Education Learning Management System

  Bocanegra, J., Paucar, L. H. G., Pavlich-Mariscal, J. & Bencomo, N., 27 Apr 2018, Proceedings of the XXI Iberoamerican Conference on Software Engineering, Bogota, Colombia, April 23-27, 2018. Sanchez Puccini, M., Garces, K. & Casallas, R. (eds.). p. 220-233

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • Education
  • Decision making

• Interacting Decision-Making Agents and their Impacts on Assurances: Taxonomy and Challenges

  Bencomo, N., Lewis, P. & Gotz, S., 22 Oct 2018, 2018 IEEE 8th International Model-Driven Requirements Engineering Workshop (MoDRE). IEEE, p. 79-83

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • Taxonomies
  • Decision making
  • Machine learning
  • Engineers
  • Uncertainty

• Non-human Modelers: Challenges and Roadmap for Reusable Self-explanation

  Garcia-Dominguez, A. & Bencomo, N., 23 Jan 2018, Software Technologies: Applications and Foundations - STAF 2017 Collocated Workshops, Revised Selected Papers. Springer, Vol. 10748 LNCS. p. 161-171 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10748 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  Open Access

  File

  • Expand
  • Communication
  • Software
  • Background
  • Configuration

• Perpetual assurances for self-adaptive systems

  Weyns, D., Bencomo, N., Calinescu, R., Camara, J., Ghezzi, C., Grassi, V., Grunske, L., Inverardi, P., Jezequel, J. M., Malek, S., Mirandola, R., Mori, M. & Tamburrelli, G., 18 Jan 2018, Software Engineering for Self-Adaptive Systems III. Assurances - International Seminar, Revised Selected and Invited Papers. Springer, Vol. 9640 LNCS. p. 31-63 33 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9640 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • Adaptive Systems
  • Adaptive systems
  • Human
  • Self-adaptation
  • Requirements

• RE-STORM: mapping the decision-making problem and non-functional requirements trade-off to partially observable markov decision processes

  Paucar, L. H. G. & Bencomo, N., 28 May 2018, Proceedings of the 13th International Conference on Software Engineering for Adaptive and Self-Managing Systems, SEAMS@ICSE 2018, Gothenburg, Sweden, May 28-29, 2018. p. 19-25 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • Decision making
  • Uncertainty
  • Adaptive systems
  • Machine learning
  • Specifications

• Software engineering for self-adaptive systems: research challenges in the provision of assurances

  de Lemos, R., Garlan, D., Ghezzi, C., Giese, H., Andersson, J., Litoiu, M., Schmerl, B., Weyns, D., Baresi, L., Bencomo, N., Brun, Y., Camara, J., Calinescu, R., Cohen, M. B., Gorla, A., Grassi, V., Grunske, L., Inverardi, P., Jezequel, J. M., Malek, S. & 12 others, Mirandola, R., Mori, M., Müller, H. A., Rouvoy, R., Rubira, C. M. F., Rutten, E., Shaw, M., Tamburrelli, G., Tamura, G., Villegas, N. M., Vogel, T. & Zambonelli, F., 18 Jan 2018, Software Engineering for Self-Adaptive Systems III. Assurances - International Seminar, Revised Selected and Invited Papers. Ghezzi, C., Garlan, D., Giese, H. & de Lemos, R. (eds.). Springer, p. 3-30 28 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9640 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  Open Access

  File

  • Software Engineering
  • Adaptive Systems
  • Adaptive systems
  • Self-adaptation
  • Software engineering
• 2017

  ARRoW: Tool Support for Automatic Runtime Reappraisal of Weights

  Garcia Paucar, L. & Bencomo, N., 26 Sep 2017, 2017 IEEE 25th International Requirements Engineering Conference (RE). IEEE, 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • Field Research
  • Prioritization
  • Decision-making Process

• A survey on preferences of quality attributes in the decision-making for self-adaptive systems: The bad, the good and the ugly

  Paucar, L. H. G. & Bencomo, N., 2017, Anais do WER 2017 - Workshop em Engenharia de Requisitos. Brito Isabel, S. & de la Vara, J. L. (eds.). p. 1-14 14 p. (Anais do WER 2017 - Workshop em Engenharia de Requisitos).

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  Open Access

  File

  • Adaptive systems
  • Decision making
  • Specifications

• Juggling Preferences in a World of Uncertainty

  Garcia Paucar, L., Bencomo, N. & Yuen, K., 26 Sep 2017, 2017 IEEE 25th International Requirements Engineering Conference (RE). IEEE, 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • Decision making
  • Uncertainty
  • Cost benefit analysis
  • Adaptive systems
  • Specifications

• The Role of models@run.time in Autonomic Systems: keynote

  Bencomo, N., 18 Aug 2017, Proceedings - 2017 IEEE International Conference on Autonomic Computing, ICAC 2017. IEEE, p. 293-294 2 p. 8005363. (2017 IEEE International Conference on Autonomic Computing (ICAC)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  Open Access

  File

  • Decision making
  • Uncertainty
• 2016

  RE-PREF : support for REassessment of PREFerences of non-functional requirements for better decision-making in self-adaptive systems

  Paucar, L. H. G. & Bencomo, N., 2 Dec 2016, Proceedings - 2016 IEEE 24th International Requirements Engineering Conference. IEEE, p. 411-414 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  Open Access

  File

  • Adaptive systems
  • Decision making
  • Decision Making
  • Modeling
  • Field Research

• Runtime models based on dynamic decision networks: enhancing the decision-making in the domain of ambient assisted living applications

  Garcia Paucar, L. H. & Bencomo, N., 23 Nov 2016, MRT 2016 - Models@run.time: Proceedings of the 11th International Workshop on Models@run.time, co-located with 19th International Conference on Model Driven Engineering Languages and Systems (MoDELS 2016). Götz, S., Bencomo, N., Bellman, K. & Blair, G. (eds.). CEUR-WS.org, p. 9-17 9 p. (CEUR workshop proceedings; vol. 1742).

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  Open Access

  File

  • Assisted living
  • Decision making
  • Adaptive systems
  • Specifications

• Summary of the 11th international workshop on Models@run.time

  Götz, S., Bencomo, N., Bellman, K. & Blair, G., 23 Nov 2016, MRT 2016 - Models@run.time: Proceedings of the 11th International Workshop on Models@run.time, co-located with 19th International Conference on Model Driven Engineering Languages and Systems (MoDELS 2016). Götz, S., Bencomo, N., Bellman, K. & Blair, G. (eds.). CEUR-WS.org, 3 p. (CEUR workshop proceedings; vol. 1742).

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  Open Access

  File

• The Reassessment of Preferences of Non-Functional Requirements for Better Informed Decision-making in Self-Adaptation

  Garcia Paucar, L. H. & Bencomo, N., 12 Sep 2016, Proceedings - 2016 IEEE 24th International Requirements Engineering Conference Workshops. Piscataway, NJ (US): IEEE, p. 32-38 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  File

  • Adaptive systems
  • Decision making
  • Uncertainty
  • Costs
• 2015

  CloudMPL: a domain specific language for describing management policies for an autonomic cloud infrastructure

  Alansari, M. M., Almeida, A., Bencomo, N. & Bordbar, B., 2015, Proceedings of the 5th International Conference on Cloud Computing and Services Science. SciTePress, p. 451-462 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  Open Access

  File

  • Specifications
  • Engines
  • Cloud computing
  • Managers
  • Energy utilization

• Dynamic decision-making based on NFR for managing software variability and configuration selection

  Almeida, A., Bencomo, N., Batista, T., Cavalcante, E. & Dantas, F., 13 Apr 2015, Proceedings of the 30th annual ACM Symposium on Applied Computing, SAC '15. New York, NY (US): ACM, p. 1376-1382 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  Open Access

  File

  • Decision making
  • Monitoring
  • Specifications

• Minimizing nasty surprises with better informed decision-making in self-adaptive systems

  Hassan, S., Bencomo, N. & Bahsoon, R., 12 Aug 2015, Proceedings - 10th international symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2015. Piscataway, NJ (UK): IEEE, p. 134-144 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  Open Access

  File

  • Adaptive systems
  • Decision making
  • Refining
  • Wireless sensor networks
  • Uncertainty

• QuantUn: quantification of uncertainty for the reassessment of requirements

  Bencomo, N., Nov 2015, 2015 IEEE 23rd International Requirements Engineering Conference (RE), proceedings. IEEE, p. 236-240 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • Uncertainty
  • Adaptive systems
  • Decision making

• Revisiting goal-oriented models for self-aware systems-of-systems

  Cavalcante, E., Batista, T., Bencomo, N. & Sawyer, P., Sep 2015, Proceedings, IEEE International Conference on Autonomic Computing, ICAC 2015. Lalanda, P., Diaconescu, A., Cherkasova, L. & Kounev, S. (eds.). Piscataway, NJ (US): IEEE, p. 231-234 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • System of systems

• Self-adaptive probabilistic roadmap generation for intelligent virtual agents

  Samperi, K., Bencomo, N. & Lewis, P. R., 5 Jan 2015, Proceedings : 2014 IEEE eighth international conference on Self-Adaptive and Self-Organizing systems, SASO 2014. Piscataway, NJ (US): IEEE, p. 129-138 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • Intelligent virtual agents
  • Virtual reality
  • Costs

• Summary of the 10th International workshop on Models@run.time

  Götz, S., Bencomo, N., Blair, G. & Song, H., 2015, MRT 2015 - Models@run.time: Proceedings of the 10th International Workshop on Models@run.time, co-located with the 18th International Conference on Model Driven Engineering Languages and Systems (MoDELS 2015). Götz, S., Bencomo, N., Blair, G. & Song, H. (eds.). CEUR-WS.org, p. i-vi 6 p. (CEUR workshop proceedings; vol. 1474).

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  Open Access

  File

  • Websites
  • Feedback

• Two-B or not two-B? Design patterns for hybrid metaheuristics

  Patelli, A., Bencomo, N., Ekart, A., Goldingay, H. & Lewis, P., 11 Jul 2015, GECCO Companion '15 : proceedings of the companion publication of the 2015 annual conference on Genetic and Evolutionary Computation. Silva, S. (ed.). New York, NY (US): ACM, p. 1269-1274 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

• Welcome to the 2nd international workshop on artificial intelligence for requirements engineering (AIRE 2015)

  Bencomo, N., Cleland-Huang, J., Guo, J. & Harrison, R., 25 Nov 2015, 2015 IEEE Second International Workshop on Artificial Intelligence for Requirements Engineering (AIRE). IEEE, p. iii (2nd International Workshop on Artificial Intelligence for Requirements Engineering, AIRE 2015 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • Requirements engineering
  • Artificial intelligence
• 2014

  A world full of surprises: Bayesian theory of surprise to quantify degrees of uncertainty

  Bencomo, N. & Belaggoun, A., 31 Dec 2014, Companion : proceedings of the 36th International Conference on Software Engineering. New York, NY (US): ACM, p. 460-463 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • Adaptive systems
  • Uncertainty
  • Software engineering
  • Artificial intelligence
  • Chemical analysis

• Living with uncertainty in the age of runtime models

  Giese, H., Bencomo, N., Pasquale, L., Ramirez, A. J., Inverardi, P., Wätzoldt, S. & Clarke, S., 31 Dec 2014, Models@run.time: foundations, applications, and roadmaps. Bencomo, N., France, R., Cheng, B. H. C. & Aßmann, U. (eds.). Cham (CH): Springer, p. 47-100 54 p. (Lecture Notes in computer science; vol. 8378).

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • Uncertainty
  • Software System
  • Model
  • Knowledge Base
  • Ambiguous

• Preface

  Engels, G. & Bencomo, N., 1 Jun 2014, 9th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2014 - Proceedings. ACM, p. iii (9th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2014 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

• Self-explanation in adaptive systems based on runtime goal-based models

  Welsh, K., Bencomo, N., Sawyer, P. & Whittle, J., 27 Sep 2014, Transactions on Computational Collective Intelligence XVI. Kowalczyk, R. & Nguyen, N. T. (eds.). Heidelberg (DE): Springer, p. 122-145 24 p. (Lecture notes in computer science; vol. 8780).

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • Adaptive Systems
  • Adaptive systems
  • Requirements
  • Customers
  • Domain-specific Languages

• Summary of the 9th Workshop on Models@run.time

  Götz, S., Bencomo, N. & France, R., 2014, MRT 2014 : Models@run.time 2014: Proceedings of the 9th workshop on Models@run.time, co-located with 17th international conference on Model Driven Engineering Languages and Systems (MODELS 2014). Götz, S., Bencomo, N. & France, R. (eds.). CEUR-WS.org, p. 1-4 4 p. (CEUR workshop proceedings; vol. 1270).

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  Open Access

  File

• Welcome to the first international workshop on artificial intelligence for requirements engineering (AIRE 2014)

  Bencomo, N., Cleland-Huang, J., Guo, J. & Harrison, R., 11 Sep 2014, 2014 IEEE 1st International Workshop on Artificial Intelligence for Requirements Engineering (AIRE). IEEE, p. iii (2014 IEEE 1st International Workshop on Artificial Intelligence for Requirements Engineering, AIRE 2014 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication
• 2013

  Addressing the QoS drift in specification models of self-adaptive service-based systems

  Torres, R., Bencomo, N. & Astudillo, H., 4 Nov 2013, 2013 2nd International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering, RAISE 2013 - Proceedings. IEEE, p. 28-34 7 p. 6615201. (2013 2nd International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering, RAISE 2013 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • Quality of service
  • Linguistics
  • Specifications
  • Obsolescence
  • Compliance

• Bayesian artificial intelligence for tackling uncertainty in self-adaptive systems: The case of dynamic decision networks

  Bencomo, N., Belaggoun, A. & Issarny, V., 4 Nov 2013, 2013 2nd International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering, RAISE 2013 - Proceedings. p. 7-13 7 p. 6615198

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • Adaptive systems
  • Artificial intelligence
  • Uncertainty
  • Software engineering
  • Engineers

• Dynamic decision networks for decision-making in self-adaptive systems: a case study

  Bencomo, N., Belaggoun, A. & Issarny, V., 2013, SEAMS '13 proceedings of the 8th international symposium on Software Engineering for Adaptive and self-Managing Systems. Piscataway, NJ (US) : IEEE, p. 113-122 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • Adaptive systems
  • Decision making
  • Decision theory
  • Bayesian networks
  • Uncertainty

• On modeling and satisfaction of non-functional requirements using cloud computing

  Gomes, R., Costa, F. & Bencomo, N., 2013, 2nd IEEE Latin American conference on Cloud computing and communications, LatinCloud 2013. IEEE, 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference publication

  • Cloud computing
  • Specifications