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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
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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
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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

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

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
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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
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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
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2 Citations (Scopus)

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
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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
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2 Downloads (Pure)
Open Access
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1 Citation (Scopus)
4 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
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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
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4 Citations (Scopus)
2 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
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6 Citations (Scopus)
2 Downloads (Pure)

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
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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)

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
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4 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
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1 Citation (Scopus)
5 Downloads (Pure)

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

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
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3 Citations (Scopus)
7 Downloads (Pure)

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

Open Access
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1 Downloads (Pure)

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
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3 Citations (Scopus)
2 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
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3 Citations (Scopus)
8 Downloads (Pure)

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
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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
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1 Citation (Scopus)
9 Downloads (Pure)

Implicit Personalization in Driving Assistance: State-of-the-Art and Open Issues

Yi, D., Su, J., Hu, L., Liu, C., Quddus, M. A., Dianati, M. & Chen, W-H., 19 Dec 2019, In : IEEE Transactions on Intelligent Vehicles. 18 p.

Research output: Contribution to journalArticle

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

Open Access
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Nemesyst: A hybrid parallelism deep learning-based framework applied for internet of things enabled food retailing refrigeration systems

Onoufriou, G., Bickerton, R., Pearson, S. & Leontidis, G., Dec 2019, In : Computers in Industry. 113, 11 p., 103133.

Research output: Contribution to journalArticle

New Driver Workload Prediction Using Clustering-Aided Approaches

Yi, D., Su, J., Liu, C. & Chen, W-H., Jan 2019, In : IEEE Transactions on Systems, Man, and Cybernetics: Systems. 49, 1, p. 64-70 7 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Personalized Driver Workload Inference by Learning From Vehicle Related Measurements

Yi, D., Su, J., Liu, C. & Chen, W-H., Jan 2019, In : IEEE Transactions on Systems, Man, and Cybernetics: Systems. 49, 1, p. 159-168 10 p.

Research output: Contribution to journalArticle

Open Access
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7 Citations (Scopus)
1 Downloads (Pure)

Prioritized norms in formal argumentation

Liao, B., Oren, N., Torre, L. V. D. & Villata, S., Mar 2019, In : Journal of Logic and Computation. 29, 2, p. 215-240 26 p.

Research output: Contribution to journalArticle

Open Access
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2 Citations (Scopus)
12 Downloads (Pure)
Open Access
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3 Citations (Scopus)
1 Downloads (Pure)

Towards machine learning approaches for predicting the self-healing efficiency of materials

Wang, W., Moreau, N. G., Yuan, Y., Race, P. R. & Pang, W., Oct 2019, In : Computational Materials Science. 168, p. 180-187 8 p.

Research output: Contribution to journalArticle

Open Access
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3 Downloads (Pure)

Towards more effective online environmental information provision through tailored Natural Language Generation: Profiles of Scottish river user groups and an evaluative online experiment

Arts, K., Macleod, C. J. A., Ioris, A. A. R., Han, X., Sripada, S., Braga, J. F., Maffey, G., Jekjantuk, N., Zeng, C. & Van der Wal, R., 10 Jul 2019, In : Science of the Total Environment. 673, p. 643-655 13 p.

Research output: Contribution to journalArticle

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