Aston Centre for Artificial Intelligence Research and Application

Research output

Research output per year 2020 2023 2024

• 23 Article
• 17 Conference publication
• 3 Review article
• 2 Chapter (peer-reviewed)
• 3 More
  • 1 Abstract
  • 1 Editorial
  • 1 Letter, comment or opinion

Research output per year

Research output per year

Search results

• 2024

  Applications of Regime-switching in the Nonlinear Double-Diffusivity (D-D) Model

  Chattopadhyay, A. & Aifantis, E., 10 Jan 2024, In: Journal of Applied Physics. 135, 2, 024701 .

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • diffusivity 100%
  • partial differential equations 70%
  • formulations 49%
  • reaction-diffusion equations 48%
  • decomposition 27%

• A Survey on Socially Aware Robot Navigation: Taxonomy and Future Challenges

  Singamaneni, P. T., Bachiller-Burgos, P., Manso, L. J., Garrell, A., Sanfeliu, A., Spalanzani, A. & Alami, R., 12 Feb 2024, (E-pub ahead of print) In: The International Journal of Robotics Research.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Taxonomies 100%
  • Navigation 72%
  • Robots 60%
  • Autonomous vehicles 25%

• EgoCap and EgoFormer: First-person image captioning with context fusion

  Dai, Z., Tran, V., Markham, A., Trigoni, N., Rahman, M. A., Wijayasingha, L. N. S., Stankovic, J. & Li, C., May 2024, In: Pattern Recognition Letters. 181, p. 50-56 7 p.

  Research output: Contribution to journal › Article › peer-review

  • Electric fuses 100%
  • Labels 82%
  • Fusion reactions 77%
  • Tuning 75%
  • Semantics 66%

• Multi-person 3D pose estimation from unlabelled data

  Rodriguez-Criado, D., Bachiller-Burgos, P., Manso, L. J. & Vogiatzis, G., 6 Apr 2024, In: Machine Vision and Applications. 35, 18 p., 46.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Pipelines 100%
  • Cameras 93%
  • Supervised learning 69%
  • Multilayer neural networks 67%
  • Detectors 51%

• The rise of taxon-specific epitope predictors

  Campelo, F. & Lobo, F. P., 16 Mar 2024, In: Briefings in Bioinformatics. 25, 2, 3 p., bbae092.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • pathogen 100%
  • generalist 62%
  • peptide 54%
  • protein 38%
  • cell 33%
• 2023

  An Introduction to Product Essentiality: Conceptualisation and Measurement

  Nunes, B., Alamino, R. C., Bennett, D. & Brem, A., 10 Sept 2023, (E-pub ahead of print) In: Technology Analysis and Strategic Management.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Conceptualization 100%
  • Product Portfolio 67%
  • Business Management 44%
  • Hyperinflation 39%
  • Goods 37%

• A Resource Allocation Scheme for Packet Delay Minimization in Multi-Tier Cellular-Based IoT Networks

  Li, J., Guan, W. & Tang, Z., 3 Nov 2023, In: Mathematics. 11, 21, 4538.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Internet of Things 100%
  • Resource Allocation 72%
  • Resource allocation 46%
  • Internet of things 46%
  • Latency 36%

• A Stochastically Optimized Two-Echelon Supply Chain Model: An Entropy Approach for Operational Risk Assessment

  Petridis, K., Dey, P., Chattopadhyay, A., Boufounou, P., Toudas, K. & Malesios, C., 22 Aug 2023, In: Entropy. 25, 9, 21 p., 1245.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Operational Risk 100%
  • Supply Chain 82%
  • Risk Assessment 81%
  • Supply chains 58%
  • Risk assessment 58%

• CALANGO: a phylogeny-aware comparative genomics tool for discovering quantitative genotype-phenotype associations across species

  Hongo, J. A., Marques de Castro, G., Menezes, A., Picorelli, A., Martins da Silva, T., Imada, E. L., Marchionni, L., Del-Bem, L. E., Chaves, A., Almeida, G., Campelo, F. & Lobo, F., 14 Apr 2023, In: Patterns. 17 p., 100728.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Annotation 100%
  • Phenotype 95%
  • Genotype 87%
  • Comparative Analysis 60%
  • Pathogenicity 22%

• Collapse and the interplay between essentiality and impact in socioecological systems

  Alamino, R. C. & Nunes, B., 1 May 2023, In: Physical Review E - Statistical, Nonlinear, and Soft Matter Physics. 107, 5, 13 p., 054201.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Play and Playthings 100%
  • Ecosystem 84%
  • ecosystems 35%
  • Computational Techniques 31%
  • Non-equilibrium 30%

• Cross-entropy boosted CRO-SL for optimal power flow in smart grids

  Marcelino, C. G., Pérez-Aracil, J., Wanner, E. F., Jiménez-Fernández, S., Leite, G. M. C. & Salcedo-Sanz, S., May 2023, In: Soft computing. 27, 10, p. 6549-6572

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Smart Grid 100%
  • Optimal Power Flow 89%
  • Cathode ray oscilloscopes 84%
  • Cross-entropy 76%
  • Smart power grids 51%

• Evaluating the use of a Net-Metering mechanism in microgrids to reduce power generation costs with a swarm-intelligent algorithm

  Marcelino, C. G., Leite, G. M. C., Wanner, E. F., Jiménez-Fernández, S. & Salcedo-Sanz, S., 1 Mar 2023, In: Energy. 266, 16 p., 126317.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Microgrid 100%
  • Swarm 76%
  • power generation 55%
  • Microgrids 54%
  • evolutionarily stable strategy 53%

• Evolved Open-Endedness in Cultural Evolution: A New Dimension in Open-Ended Evolution Research

  Borg, J. M., Buskell, A., Kapitany, R., Powers, S. T., Reindl, E. & Tennie, C., 17 May 2023, In: Artificial Life.

  Research output: Contribution to journal › Article › peer-review

  File

  • Cultural Evolution 100%
  • Dimension 41%
  • Artificial life 41%
  • Molecular Evolution 14%
  • cans 6%

• Extracting Prime Protein Targets As Possible Drug Candidates: Machine Learning Evaluation

  Chattopadhyay, S., Do, N. P., Flower, D. R. & Chattopadhyay, A. K., Nov 2023, In: Medical and Biological Engineering and Computing. 61, 11, p. 3035-3048 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Ligands 100%
  • Proteins 68%
  • Machine learning 55%
  • K-means clustering 46%
  • Data mining 6%

• Identifying Pareto Fronts Reliably Using a Multi-Stage Reference-vector-based Framework

  Deb, K., Lopes, C. L. D. V., Martins, F. V. C. & Wanner, E. F., 1 Mar 2023, (E-pub ahead of print) In: IEEE Transactions on Evolutionary Computation.

  Research output: Contribution to journal › Article › peer-review

  • Pareto Front 100%
  • Framework 38%
  • Multi-criteria Decision Analysis 31%
  • Pareto Solutions 25%
  • Decision theory 20%

• Illumination-Aware Hallucination-Based Domain Adaptation for Thermal Pedestrian Detection

  Xie, Q., Cheng, T-Y., Dai, Z., Tran, V., Trigoni, N. & Markham, A., 1 Sept 2023, (E-pub ahead of print) In: IEEE Transactions on Intelligent Transportation Systems. 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Lighting 100%
  • Hot Temperature 60%
  • Fusion reactions 20%
  • Sensors 12%
  • Synchronization 9%

• Lessons from the Evolutionary Computation Bestiary

  Campelo, F. & Aranha, C., 7 Jul 2023, (E-pub ahead of print) In: Artificial Life. 29, 4, p. 421-432 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Invertebrates 100%
  • Metaphor 84%
  • Mammals 83%
  • Birds 69%
  • Biological systems 69%

• Matching 5G Connected Vehicles to Sensed Vehicles for Safe Cooperative Autonomous Driving

  Tang, Z., He, J., Yang, K. & Hsiao-HwaChen, 6 Oct 2023, (E-pub ahead of print) In: IEEE Network. 25 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Autonomous vehicles 100%
  • Accidents 25%
  • Sensors 16%
  • Cameras 11%
  • Experiments 5%

• Network Pruning and Growth - Probabilistic Optimization

  Xu, Y-Z. & Saad, D., 8 Aug 2023, (E-pub ahead of print) In: Physical Review Research. 5, 3, 12 p., 033087.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • optimization 100%
  • communication networks 98%
  • messages 90%
  • topology 66%
  • optical communication 66%

• Optimal and Efficient Auctions for the Gradual Procurement of Strategic Service Provider Agents

  Farhadi, F., Chli, M. & Jennings, N. R., 14 Apr 2023, In: Journal of Artificial Intelligence Research. 76, p. 959-1018 60 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Outsourcing 100%
  • Software agents 25%
  • Costs 8%

• Speaker identification in courtroom contexts – Part II: Investigation of bias in individual listeners’ responses

  Basu, N., Weber, P., Bali, A. S., Rosas-Aguilar, C., Edmond, G., Martire, K. A. & Morrison, G. S., Aug 2023, In: Forensic Science International. 349, 111768 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • listener 100%
  • recording 87%
  • trend 48%
  • experiment 19%
  • mismatch 11%

• The Stuff We Swim in: Regulation Alone Will Not Lead to Justifiable Trust in AI

  Powers, S. T., Linnyk, O., Guckert, M., Hannig, J., Pitt, J., Urquhart, N., Ekárt, A., Gumpfer, N., Han, T. A., Lewis, P. R., Marsh, S. & Weber, T., 31 Dec 2023, In: IEEE Technology and Society Magazine. 42, 4, p. 95-106 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • artificial intelligence 100%
  • Artificial intelligence 87%
  • regulation 58%
  • imagination 31%
  • intelligence 26%

• Transport in a Stochastic Double Diffusivity Model

  Chattopadhyay, A., Aifantis, E., Parisis, K. & Konstantinidis, A., 3 Aug 2023, In: Meccanica (Springer). 58, 8, p. 1539–1553 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • diffusivity 100%
  • communicating 30%
  • symmetry 25%
  • cross correlation 21%
  • energy 19%