Research Output 1990 2020

2020

Benchmarking in Developmental Robotics

Guerin, F. & Rat-Fischer, L., 2020, Metrics of Sensory Motor Coordination and Integration in Robots and Animals . Bonsignorio, F., Messina, E., del Pobil, A. P. & Hallam, J. (eds.). Cham: Springer , p. 73-86 14 p. (Cognitive Systems Monographs; vol. 36).

Research output: Chapter in Book/Report/Conference proceedingChapter

Benchmarking
Robotics
Demonstrations

DeepSwarm: Optimising Convolutional Neural Networks using Swarm Intelligence

Byla, E. & Pang, W., 2020, Advances in Computational Intelligence Systems: Contributions Presented at the 19th UK Workshop on Computational Intelligence, September 4-6, 2019, Portsmouth, UK. Ju, Z., Yang, L., Yang, C., Gegov, A. & Zhou, D. (eds.). Cham: Springer , p. 119-130 12 p. (Advances in Intelligent Systems and Computing; vol. 1043).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ant colony optimization
Neural networks
Reusability
Swarm intelligence
Deep learning

From Eigentrust to a Trust-measuring Algorithm in the Max-Plus Algebra

Afanador, J., Oren, N., Baptista, M. & Araujo, M., 14 Jan 2020, (Accepted/In press).

Research output: Contribution to conferencePaper

Eigenvalues and eigenfunctions
Algebra
Topology
2019
1 Citation (Scopus)

Accountability for Practical Reasoning Agents

Cranefield, S., Oren, N. & Vasconcelos, W. W., 2019, Agreement Technologies: 6th International Conference, AT 2018, Bergen, Norway, December 6-7, 2018, Revised Selected Papers. Lujak, M. (ed.). Cham: Springer , p. 33-48 16 p. (Lecture Notes in Computer Science; vol. 11327).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Software agents
Artificial intelligence
Drones
2 Downloads (Pure)
Open Access
File
Aftercare
Melanoma
Self-Examination
Neoplasms
Skin

A Coalitional Algorithm for Recursive Delegation

Afanador Leon, J. & Oren, N., 28 Aug 2019, (Accepted/In press) Proceedings of PRIMA 2019. Springer , (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multi agent systems

Actual persuasiveness: Impact of personality, age and gender on message type susceptibility

Ciocarlan, A., Masthoff, J. & Oren, N., 2019, Persuasive Technology: Development of Persuasive and Behavior Change Support Systems - 14th International Conference, PERSUASIVE 2019, Proceedings. Oinas-Kukkonen, H., Win, K. T., Karapanos, E., Karppinen, P. & Kyza, E. (eds.). Cham: Springer-Verlag, p. 283-294 12 p. (Lecture Notes in Computer Science; vol. 11433).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Susceptibility
Persuasive Technology
Persuasion
Reciprocity
Person

Adapting Everyday Manipulation Skills to Varied Scenarios

Gajewski, P., Ferreira, P., Bartels, G., Wang, C., Guerin, F., Indurkhya, B., Beetz, M. & Sniezynski, B., 26 Jan 2019, (Accepted/In press) Proceedings 2019 International Conference on Robotics and Automation (ICRA). IEEE Explore, 1245

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Containers
Robots
Trajectories

Adapting Performance And Emotional Support Feedback To Cultural Differences

Adamu Sidi-Ali, M., Masthoff, J., Dennis, M., Kopecky, J. & Beacham, N. A., 9 Jun 2019, UMAP '19 Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization. Papadopoulos, G. A., Samaras, G. & Weibelzahl, S. (eds.). New York, USA: Association for Computing Machinery (ACM), p. 318-326 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feedback
Experiments
13 Downloads (Pure)

A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification

Li, R., Lin, C., Collinson, M., Li, X. & Chen, G., 28 Aug 2019, (Accepted/In press) 2019 SIGNLL Proceedings. ACL Anthology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

File
Recurrent neural networks
Processing

A Dynamic and Informative Intelligent Survey System based on Knowledge Graph

Bansky, P., Edelstein, E. C., Pan, J. Z. & Wyner, A., 22 Oct 2019, (Accepted/In press) Joint International Semantic Technology Conference. Springer , 16 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dynamical systems

A Framework for Evaluating Snippet Generation for Dataset Search

Wang, X., Chen, J., Li, S., Cheng, G., Pan, J. Z., Kharlamov, E. & Qu, Y., 2 Jul 2019, (Submitted) In : arXiv.

Research output: Contribution to journalArticle

Search engines
4 Downloads (Pure)

A Hexagonal Cell Automaton Model to Imitate Physarum Polycephalum Competitive Behaviour

Awad, A., Pang, W., Lusseau, D. & Coghill, G. M., Jul 2019, ALIFE 2019: The 2019 Conference on Artificial Life. Fellermann, H., Bacardit, J., Goñi-Moreno, Á. & Füchslin, R. M. (eds.). The MIT Press, p. 203-210 8 p. (Artificial Life Conference Proceedings; vol. 31).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
Cellular automata
Multiobjective optimization
Wireless sensor networks
Brain
Mathematical models
1 Citation (Scopus)

A knowledge-based approach to multiplayer games in peer-to-peer networks

Gibson, M. S. & Vasconcelos, W. W., Nov 2019, In : Knowledge and Information Systems. 61, 2, p. 1091-1121 31 p.

Research output: Contribution to journalArticle

Computer games
Peer to peer networks
Servers
Resource allocation
Scalability
4 Downloads (Pure)

Algorithms for recursive delegation

Afanador, J., Baptista, M. S. & Oren, N., 11 Oct 2019, In : AI Communications. 32, 4, p. 303-317 15 p.

Research output: Contribution to journalArticle

Open Access
File
Outsourcing
Routing protocols
Topology

A logic of hypothetical conjunction

Collinson, M., 2019, In : Journal of Logic and Computation. 29, 6, p. 975–1009 35 p.

Research output: Contribution to journalArticle

Semantics
Logic
Computer science
Computer Science
Reasoning
3 Citations (Scopus)

A methodology for creating and validating psychological stories for conveying and measuring psychological traits

Smith, K. A., Dennis, M., Masthoff, J. & Tintarev, N., Jul 2019, In : User Modeling and User-Adapted Interaction. 29, 3, p. 573-618 46 p.

Research output: Contribution to journalArticle

Open Access
File
Recommender systems
Conveying
Intelligent systems
personality
methodology
1 Citation (Scopus)

An Adversarial Algorithm for Delegation

Afanador, J., Baptista, M. & Oren, N., 2019, Agreement Technologies: 6th International Conference, AT 2018, Bergen, Norway, December 6-7, 2018, Revised Selected Papers. Lujak, M. (ed.). Cham: Springer , p. 130-145 16 p. (Lecture Notes in Computer Science; vol. 11327).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Outsourcing
4 Citations (Scopus)

An Effective Ensemble Framework for Multi-Objective Optimization

Wang, W., Yang, S., Lin, Q., Zhang, Q., Wong, K. C., Coello, C. A. C. & Chen, J., Aug 2019, In : IEEE Transactions on Evolutionary Computation. 23, 4, p. 645-659 15 p., 8519635.

Research output: Contribution to journalArticle

Open Access
File
Multiobjective optimization
Multi-objective Optimization
Ensemble
Decomposition
Operator

A Physarum-Inspired Competition Algorithm for Solving Discrete Multi-Objective Optimization Problems

Awad, A., Usman, M., Lusseau, D., Coghill, G. M. & Pang, W., 13 Jul 2019, GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion. López-Ibáñez, M., Auger, A. & Stützle, T. (eds.). New York, USA: ACM, p. 195-196 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multiobjective optimization
Cellular automata
Evolutionary algorithms

Argumentation-based Reasoning about Plans, Maintenance Goals and Norms

Shams, Z., Vos, M. D., Oren, N. & Padget, J., 20 Sep 2019, (Accepted/In press) In : ACM Transactions on Autonomous and Adaptive Systems.

Research output: Contribution to journalArticle

Decision making
Planning
Compliance

A Semi-automated Ontology Construction for Legal Question Answering

Fawei, B. J., Pan, J. Z., Kollingbaum, M. & Wyner, A. Z., 6 Sep 2019, In : New Generation Computing. 37, p. 453-478 15 p.

Research output: Contribution to journalArticle

Open Access
File
Question Answering
Ontology
Natural Language
Methodology
Semantic Web

A Stable Variational Autoencoder for Text Modelling

Li, R., Li, X., Lin, C., Collinson, M. & Mao, R., 2 Sep 2019, (Accepted/In press) INLG 2019 proceedings. ACL Anthology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Downloads (Pure)

A System for Automatic English Text Expansion

García-Méndez, S., Fernández-Gavilanes, M., Costa-Montenegro, E., Juncal-Martínez, J., González-Castaño, F. J. & Reiter, E., Dec 2019, In : IEEE Access. 7, 1, p. 123320-123333 14 p.

Research output: Contribution to journalArticle

Open Access
File
Linguistics
Communication

Augmenting Transfer Learning with Semantic Reasoning

Lecue, F., Chen, J., Pan, J. Z. & Chen, H., 31 May 2019, (Submitted) In : arXiv.

Research output: Contribution to journalArticle

Semantics
Semantic Web
Air quality
Learning algorithms

Augmenting Transfer Learning with Semantic Reasoning

Lecue, F., Chen, J., Pan, J. Z. & Chen, H., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI2019). Kraus, S. (ed.). AAAI Press/International Joint Conferences on Artificial Intelligence, p. 1779-1785 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
Semantics
Semantic Web
Air quality
Learning algorithms
1 Citation (Scopus)
3 Downloads (Pure)

Blogging Birds: Telling Informative Stories About the Lives of Birds from Telemetric Data

Siddharthan, A., Ponnamperuma, K., Mellish, C., Zeng, C., Heptinstall, D. J., Robinson, A., Benn, S. & Van der Wal, R., Mar 2019, In : Communications of the ACM. 62, 3, p. 68-77 10 p.

Research output: Contribution to journalArticle

Open Access
File
Birds
Blogs
Artificial intelligence
Satellites
Sensors

Case-based reasoning of a deep learning network for prediction of early stage of oesophageal cancer

Gao, X., Braden, B., Zhang, L., Taylor, S., Pang, W. & Pettdis, M., 5 Dec 2019, (Accepted/In press) Proceedings of the 24th UK Symposium on Case-Based Reasoning.

Research output: Chapter in Book/Report/Conference proceedingChapter

Case based reasoning
Testing
Decision making
Endoscopy
Transparency

Data-driven two-layer visual dictionary structure learning

Yu, X., Yu, Z., Wu, L., Pang, W. & Lin, C., 8 Mar 2019, In : Journal of Electronic Imaging. 28, 2, 023006.

Research output: Contribution to journalArticle

Glossaries
3 Citations (Scopus)
5 Downloads (Pure)

Designing online species identification tools for biological recording: the impact on data quality and citizen science learning

Sharma, N., Colucci-Gray, L., Siddharthan, A., Comont, R. & van der Wal, R., 28 Jan 2019, In : PeerJ. 6, 24 p., e5965.

Research output: Contribution to journalArticle

Open Access
File
learning
Learning
Decision making
taxonomic keys
Bombus
1 Downloads (Pure)

End-to-End Sequential Metaphor Identification Inspired by Linguistic Theories

Mao, R., Lin, C. & Guerin, F., Jul 2019, p. 3888-3898. 11 p.

Research output: Contribution to conferencePaper

Open Access
File
Linguistics
Identification (control systems)
Testing
Experiments
Deep neural networks
8 Downloads (Pure)

Enhancing Transparency of MQTT Brokers For IoT Applications Through Provenance Streams

Markovic, M. & Edwards, P., 9 Dec 2019, Proceedings of the 6th International Workshop on Middleware and Applications for the Internet of Things. New York: ACM Press, p. 17-20 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
Transparency
Semantics
Data privacy
Internet of things
Compliance

Explosion gravitation field algorithm with dust sampling for unconstrained optimization

Hu, X., Huang, L., Wang, Y. & Pang, W., 31 Aug 2019, In : Applied Soft Computing. 81, 105500.

Research output: Contribution to journalArticle

Explosions
Dust
Gravitation
Sampling
Astronomy
1 Citation (Scopus)

FREDPC: A Feasible Residual Error-Based Density Peak Clustering Algorithm With the Fragment Merging Strategy

Parmar, M. D., Pang, W., Hao, D., Jang, J., Liupu, W. & Zhou, Y., 3 Jul 2019, In : IEEE Access. 7, p. 89789-89804 16 p.

Research output: Contribution to journalArticle

Open Access
File
Merging
Clustering algorithms
Specifications
Experiments
2 Citations (Scopus)
7 Downloads (Pure)

From citizen science to citizen action: analysing the potential for a digital platform to cultivate attachments to nature

Sharma, N., Greaves, S., Siddharthan, A., Anderson, H. B., Robinson, A-M., Colucci-Gray, L., Wibowo, A. T., Bostock, H., Salisbury, A., Roberts, S., Slawson, D. & Van der Wal, R., 2019, In : Journal of Science Communication. 18, 1

Research output: Contribution to journalArticle

Open Access
File
citizen
science
interview
knowledge
learning

Fuzzy-Based Language Grounding of Geographical References: From Writers to Readers

Ramos, A., Alonso, J. M., Reiter, E., Van Deemter, K. & Gatt, A., 2019, In : International Journal of Computational Intelligence Systems. 12, 2, p. 970 - 983 14 p.

Research output: Contribution to journalArticle

Open Access
File
Electric grounding
Linguistics
1 Citation (Scopus)

Group formation for collaborative learning: A systematic literature review

Odo, C., Masthoff, J. & Beacham, N., 2019, Artificial Intelligence in Education: Proceedings of the 20th International Conference, AIED 2019. Isotani, S., Millán, E., Ogan, A., Hastings, P., McLaren, B. & Luckin, R. (eds.). Springer-Verlag, Vol. 2. p. 206-212 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11626 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Collaborative Learning
Literature Review
Quality Assessment
Review
8 Downloads (Pure)

Hybrid Mechanisms for On-Demand Transport

Egan, M., Oren, N. & Jakob, M., Dec 2019, In : Transactions on Intelligent Transportation Systems. 20, 12, p. 4500 - 4512 12 p.

Research output: Contribution to journalArticle

Open Access
File
Profitability
Costs

Inferring Structure and Parameters of Dynamic Systems using Latin Hypercube Sampling Multi Dimensional Uniformity-Particle Swarm Optimization

Usman, M., Awad, A., Pang, W. & Coghill, G. M., 13 Jul 2019, GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion. López-Ibáñez, M., Auger, A. & Stützle, T. (eds.). New York, USA: ACM, p. 101-102 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Particle swarm optimization (PSO)
Dynamical systems
Sampling
Time series
Costs

Is ArguMessage Effective? A Critical Evaluation of the Persuasive Message Generation System

Thomas, R. J., Masthoff, J. & Oren, N., 2019, Persuasive Technology: Development of Persuasive and Behavior Change Support Systems - 14th International Conference, PERSUASIVE 2019, Proceedings. Oinas-Kukkonen, H., Win, K. T., Karapanos, E., Karppinen, P. & Kyza, E. (eds.). Cham: Springer-Verlag, p. 87-99 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11433 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Copying
Argumentation
Electronic mail
Data storage equipment
Evaluation

Knowledge-Driven Intelligent Survey Systems Towards Open Science

Edelstein, E., Pan, J. Z., Soares, R. & Wyner, A., 25 Jul 2019, (Accepted/In press) In : New Generation Computing.

Research output: Contribution to journalArticle

Open Access
Open systems
Open Systems
Linguistics
Semantics
Graph in graph theory
1 Citation (Scopus)
2 Downloads (Pure)

Knowledge-driven stock trend prediction and explanation via temporal convolutional network

Deng, S., Zhang, N., Zhang, W., Chen, J., Pan, J. Z. & Chen, H., 13 May 2019, Companion Proceedings of the 2019 World Wide Web Conference (WWW ’19 Companion). Liu, L. & White, R. (eds.). New York: Association for Computing Machinery, Inc, p. 678-685 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
Experiments
Deep neural networks

Landmark-based approaches for goal recognition as planning

Pereira, R. F., Oren, N. & Meneguzzi, F., 4 Dec 2019, In : Artificial Intelligence. 279, 103217.

Research output: Contribution to journalArticle

planning procedure
Planning
planning
heuristics
Landmarks

Latent Space Factorisation and Manipulation via Matrix Subspace Projection

Li, X., Lin, C., Wang, C. & Guerin, F., 26 Jul 2019, (Submitted) ArXiv, 10 p.

Research output: Working paper

Factorization

LatinPSO: An algorithm for simultaneously inferring structure and parameters of ordinary differential equations models

Tian, X., Pang, W., Wang, Y., Guo, K. & Zhou, Y., Aug 2019, In : BioSystems. 182, p. 8-16 9 p.

Research output: Contribution to journalArticle

Ordinary differential equations
Ordinary differential equation
HIV
Latin Hypercube Sampling
Identification Problem

Linking Abstract Plans of Scientific Experiments to their Corresponding Execution Traces

Markovic, M., Garijo, D. & Edwards, P., 21 Oct 2019, (Accepted/In press) Proceedings of the Third International Workshop on Capturing Scientific Knowledge (Sciknow 2019). CEUR-WS, 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
Ontology
Specifications
Experiments

Making Effective Use of Healthcare Data Using Data-to-Text Technology

Pauws, S., Gatt, A., Krahmer, E. & Reiter, E., 22 Mar 2019, Data Science for Healthcare: Methodologies and Applications. Consoli, S., Recupero, D. R. & Petkovic, M. (eds.). Springer , p. 119-145 27 p. 4

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

Technology
Delivery of Health Care
Organizations
Patient Transfer
Artificial Intelligence

Minimality and Simplicity of Rules for the Internet-of-Things

Panaretos, A., Corsar, D. & Vasconcelos, W. W., Apr 2019, Agreement Technologies: 6th International Conference, AT 2018, Bergen, Norway, December 6-7, 2018, Revised Selected Papers. Lujak, M. (ed.). Cham: Springer , p. 64-72 9 p. (Lecture Notes in Computer Science (LNCS); vol. 11327).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Internet of Things
Minimality
Knowledge representation
Knowledge based systems
Simplicity

Model-based characterization of text discourse content to evaluate online group collaboration

Adeniran, A., Masthoff, J. & Beacham, N., 2019, Artificial Intelligence in Education: Proceedings of 20th International Conference, AIED 2019. Isotani, S., Millán, E., Ogan, A., Hastings, P., McLaren, B. & Luckin, R. (eds.). Springer-Verlag, Vol. 2. p. 3-8 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11626 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Scaffolds
Visualization
Model-based
Evaluate
Online Learning