Research Output

2020

Aerial Visual Perception in Smart Farming: Field Study of Wheat Yellow Rust Monitoring

Su, J., Yi, D., Su, B., Mi, Z., Liu, C., Hu, X., Xu, X., Guo, L. & Chen, W-H., 9 Mar 2020, In : IEEE Transactions on Industrial Informatics. 8 p.

Research output: Contribution to journalArticle

A QoS-Aware Data Collection Protocol for LLNs in Fog-Enabled Internet of Things

Sanwar Hosen, A. S. M. S., Singh, S., Sharma, P. K., Rahman, M. S., Ra, I. H., Cho, G. H. & Puthal, D., Mar 2020, In : IEEE Transactions on Network and Service Management. 17, 1, p. 430-444 15 p., 8863927.

Research output: Contribution to journalArticle

1 Citation (Scopus)

AREA: An adaptive reference-set based evolutionary algorithm for multiobjective optimisation

Jiang, S., Li, H., Guo, J., Zhong, M., Yang, S., Kaiser, M. & Krasnogor, N., Apr 2020, In : Information Sciences. 515, p. 365-387 23 p.

Research output: Contribution to journalArticle

Argumentation-based Reasoning about Plans, Maintenance Goals and Norms

Shams, Z., Vos, M. D., Oren, N. & Padget, J., Feb 2020, In : ACM Transactions on Autonomous and Adaptive Systems. 14, 3, 39 p., 9.

Research output: Contribution to journalArticle

A Unified Latent Variable Model for Contrastive Opinion Mining

Ibeke, E., Lin, C., Wyner, A. & Barawi, M. H., Apr 2020, In : Frontiers of Computer Science. 14, 2, p. 404-416 13 p.

Research output: Contribution to journalArticle

Open Access
File
2 Downloads (Pure)

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

Binary cuckoo search metaheuristic-based supercomputing framework for human behavior analysis in smart home

Kaur, M., Kaur, G., Sharma, P. K., Jolfaei, A. & Singh, D., Apr 2020, In : Journal of Supercomputing. 76, 4, p. 2479-2502 24 p.

Research output: Contribution to journalArticle

Blockchain and federated learning-based distributed computing defence framework for sustainable society

Sharma, P. K., Park, J. H. & Cho, K., 11 May 2020, In : Sustainable Cities and Society. 59, 9 p., 102220.

Research output: Contribution to journalArticle

Data query mechanism based on hash computing power of blockchain in internet of things

Ren, Y., Zhu, F., Sharma, P. K., Wang, T., Wang, J., Alfarraj, O. & Tolba, A., 1 Jan 2020, In : Sensors (Switzerland). 20, 1, 22 p., 207.

Research output: Contribution to journalArticle

Open Access
File
6 Citations (Scopus)

Deep Bayesian Self-Training

Ribeiro, F. D. S., Calivá, F., Swainson, M., Gudmundsson, K., Leontidis, G. & Kollias, S., 2020, In : Neural Computing and Applications. 32, p. 4275-4291 17 p.

Research output: Contribution to journalArticle

Open Access
File

Deep Q-network-based multi-criteria decision-making framework for virtual simulation environment

Jang, H., Hao, S., Chu, P. M., Sharma, P. K., Sung, Y. & Cho, K., 21 Apr 2020, In : Neural Computing and Applications. 15 p.

Research output: Contribution to journalArticle

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

1 Citation (Scopus)

Driver drowsiness detection system using convolutional neural network

Komal, Sharma, P., Lamba, A., Nagpal, B. & Chauhan, S., 30 Apr 2020, In : International Journal on Emerging Technologies. 11, 3, p. 502-506 5 p.

Research output: Contribution to journalArticle

Open Access

Exploring susceptibility measures to persuasion

Vargheese, J., Collinson, M. & Masthoff, J., 4 Feb 2020, (Accepted/In press) Persuasive 2020: Proceedings of the 15th International Conference on Persuasive Technologies. Gram-Hansen, S., Svarre, T. & Midden, C. (eds.). Springer , (Lecture Notes in Computer Science).

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

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

Imputation of missing sub-hourly precipitation data in a large sensor network: a machine learning approach

Chivers, B., Wallbank, J., Cole, S., Sebek, O., Stanley, S., Fry, M. & Leontidis, G., 30 May 2020, In : Journal of Hydrology. 588, 12 p., 125126.

Research output: Contribution to journalArticle

Knowledge-Driven Intelligent Survey Systems Towards Open Science

Edelstein, E., Pan, J. Z., Soares, R. & Wyner, A., Jul 2020, In : New Generation Computing. 38, 3, p. 397-421 25 p.

Research output: Contribution to journalArticle

Open Access
File
1 Downloads (Pure)

Landmark-based approaches for goal recognition as planning

Pereira, R. F., Oren, N. & Meneguzzi, F., Feb 2020, In : Artificial Intelligence. 279, 103217.

Research output: Contribution to journalArticle

1 Citation (Scopus)

LogEvent2vec: LogEvent-to-vector based anomaly detection for large-scale logs in internet of things

Wang, J., Tang, Y., He, S., Zhao, C., Sharma, P. K., Alfarraj, O. & Tolba, A., May 2020, In : Sensors (Switzerland). 20, 9, 19 p., 2451.

Research output: Contribution to journalArticle

Open Access
File

Made-up Rubbish: Design Fiction as a Tool for Participatory Internet of Things Research

Jacobs, N., Markovic, M., Cottrill, C., Edwards, P., Corsar, D. & Salt, K., 2020, In : The Design Journal. 23, 3, p. 419-440 22 p.

Research output: Contribution to journalArticle

Reusable mesh signature scheme for protecting identity privacy of IoT devices

Gu, K., Zhang, W., Lim, S. J., Sharma, P. K., Al-Makhadmeh, Z. & Tolba, A., 1 Feb 2020, In : Sensors (Switzerland). 20, 3, 23 p., 758.

Research output: Contribution to journalArticle

Open Access
File
2 Citations (Scopus)

Swarm Inspired Approaches for K-prototypes clustering

Albalawi, H., Pang, W. & Coghill, G. M., 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. 201-209 9 p. (Advances in Intelligent Systems and Computing; vol. 1043).

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

Towards a Generalised Framework for Behaviour Insight Mining

Susaiyah, A., H¨arm¨a, A., Reiter, E., Helaoui, R. & Petkovi, M., 4 Feb 2020, (Accepted/In press) Proceedings of SmartPHIL: 1st Workshop on Smart Personal Health Interfaces. ACM

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

Transfer Learning for Non-Intrusive Load Monitoring

D'Incecco, M., Squartini, S. & Zhong, M., Mar 2020, In : IEEE Transactions on Smart Grid. 11, 2, p. 1419-1429 11 p., 19391868.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Using Sub-Optimal Plan Detection to Identify Commitment Abandonment in Discrete Environments

Pereira, R. F., Oren, N. & Meneguzzi, F., Jan 2020, In : ACM Transactions on Intelligent Systems and Technology. 11, 2, 23.

Research output: Contribution to journalArticle

Wearable Computing for Defence Automation: Opportunities and Challenges in 5G Network

Sharma, P. K., Park, J., Park, J. H. & Cho, K., 3 Apr 2020, In : IEEE Access. 8, p. 65993-66002 10 p.

Research output: Contribution to journalArticle

Open Access
File

Who Trusts in the Smart City? Transparency, Governance and the Internet of Things

Jacobs, N., Edwards, P., Markovic, M., Cottrill, C. D. & Salt, K., 3 Jun 2020, (Accepted/In press) In : Data & Policy.

Research output: Contribution to journalArticle

2019

3D convolutional and recurrent neural networks for reactor perturbation unfolding and anomaly detection

Durrant, A., Leontidis, G. & Kollias, S., 2019, In : EPJ Nuclear Sciences & Technologies. 5, 9 p., 20.

Research output: Contribution to journalArticle

Open Access
File
2 Downloads (Pure)

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

Open Access
File
1 Citation (Scopus)
1 Downloads (Pure)
Open Access
File
1 Citation (Scopus)
4 Downloads (Pure)

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

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

Open Access
File
1 Citation (Scopus)
5 Downloads (Pure)

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

Open Access
File
2 Downloads (Pure)

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

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

Open Access
File
16 Downloads (Pure)

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

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) ArXiv, (arXiv).

Research output: Working paper

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
7 Downloads (Pure)

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

1 Citation (Scopus)

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
15 Downloads (Pure)

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

A machine learning based personalized system for driving state recognition

Yi, D., Su, J., Liu, C., Quddus, M. & Chen, W-H., Aug 2019, In : Transportation Research Part C: Emerging Technologies. 105, p. 241-261 21 p.

Research output: Contribution to journalArticle

2 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
4 Citations (Scopus)
2 Downloads (Pure)

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

Open Access
File
1 Citation (Scopus)
1 Downloads (Pure)

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
6 Citations (Scopus)
2 Downloads (Pure)

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

Are Distributed Ledger Technologies the panacea for food traceability?

Pearson, S., May, D., Leontidis, G., Swainson, M., Brewer, S., Bidaut, L., Frey, J. G., Parr, G., Maull, R. & Zisman, A., Mar 2019, In : Global Food Security. 20, p. 145-149 5 p.

Research output: Contribution to journalArticle

Open Access
File
15 Citations (Scopus)
1 Downloads (Pure)

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
2 Citations (Scopus)
2 Downloads (Pure)