Showing 101 to 200 of 2446
Article
Fractal-Based Ensemble Classification System for Hyperspectral Images
Beirami BA, Pirbasti MA & Akbari V (2023) Fractal-Based Ensemble Classification System for Hyperspectral Images. IEEE Geoscience and Remote Sensing Letters, 20, Art. No.: 5512405. https://doi.org/10.1109/lgrs.2023.3330608
Article
McMenemy P, Kleczkowski A & Taylor NGH (2023) Modelling norovirus dynamics within oysters emphasises potential food safety issues associated with current testing & depuration protocols. Food Microbiology, 116, Art. No.: 104363. https://doi.org/10.1016/j.fm.2023.104363
Conference Paper (published)
Evaluating Explanations for Software Patches Generated by Large Language Models
Sobania D, Geiger A, Callan J, Brownlee A, Hanna C, Moussa R, Zamorano López M, Petke J & Sarro F (2023) Evaluating Explanations for Software Patches Generated by Large Language Models. In: Symposium on Search-Based Software Engineering- Challenge Track, San Francisco, CA, USA, 08.12.2023-08.12.2023.
Conference Paper (published)
Goncalves DN, Junior JM, Zamboni P, Pistori H, Li J, Nogueira K & Goncalves W (2023) MTLSegFormer: Multi-Task Learning With Transformers for Semantic Segmentation in Precision Agriculture. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Vancouver, BC, Canada, 18.06.2023-22.06.2023. Piscataway, NJ, USA: IEEE, pp. 6290-6298. https://doi.org/10.1109/CVPRW59228.2023.00669
Article
Souza AP, Oliveira BA, Andrade ML, Starling MCVM, Pereira AH, Maillard P, Nogueira K, dos Santos JA & Amorim CC (2023) Integrating remote sensing and machine learning to detect turbidity anomalies in hydroelectric reservoirs. Science of The Total Environment, 902, Art. No.: 165964. https://doi.org/10.1016/j.scitotenv.2023.165964
Conference Paper (published)
Antenna Position Estimation Results from In-Situ Measurement Data
Raal R, Weideman R, de Villiers D, Cuyt A & Wijnholds SJ (2023) Antenna Position Estimation Results from In-Situ Measurement Data. In: 2023 International Conference on Electromagnetics in Advanced Applications (ICEAA). ICEAA, Venice (Italy), 09.10.2023-13.10.2023. https://doi.org/10.1109/ICEAA57318.2023.10297881
Conference Paper (published)
Sparse Linear Array Synthesis Using Exponential Analysis
Sengupta R, Cuyt A, Prinsloo DS, Nyström L & Smolders AB (2023) Sparse Linear Array Synthesis Using Exponential Analysis. In: 2023 IEEE Conference on Antenna Measurements and Applications (CAMA). CAMA, Genoa (Italy), 15.11.2023-17.11.2023, pp. 866-871. https://doi.org/10.1109/CAMA57522.2023.10352694
Conference Paper (published)
Characterising the Frequency Ripple in Antenna Noise Temperature Using Exponential Analysis
Weideman R, Cuyt A & de Villiers DI (2023) Characterising the Frequency Ripple in Antenna Noise Temperature Using Exponential Analysis. In: 2023 International Conference on Electromagnetics in Advanced Applications (ICEAA). ICEAA, Venice (Italy), 09.10.2023-13.10.2023. https://doi.org/10.1109/ICEAA57318.2023.10297669
Article
Text mining of veterinary forums for epidemiological surveillance supplementation
Munaf S, Swingler K, Brülisauer F, O’Hare A, Gunn G & Reeves A (2023) Text mining of veterinary forums for epidemiological surveillance supplementation. Social Network Analysis and Mining, 13 (1), Art. No.: 121 (2023). https://doi.org/10.1007/s13278-023-01131-7
Conference Paper (published)
Explaining A Staff Rostering Problem By Mining Trajectory Variance Structures
Fyvie M, McCall JAW, Christie LA, Zavoianu A, Brownlee AEI & Ainslie R (2023) Explaining A Staff Rostering Problem By Mining Trajectory Variance Structures. In: TBC. Lecture Notes in Artificial Intelligence. AI-2023 Forty-third SGAI International Conference on Artificial Intelligence, Cambridge, 12.12.2023-14.12.2023. Cham, Switzerland: Springer.
Conference Paper (published)
Graham K, Thomson S & Brownlee A (2023) Unexplained Fluctuations in Particle Swarm Optimisation Performance with Increasing Problem Dimensionality. In: GECCO '23 Companion: Proceedings of the Companion Conference on Genetic and Evolutionary Computation. The Genetic and Evolutionary Computation Conference (GECCO) 2023, Lisbon, 15.07.2023-19.07.2023. New York: ACM, pp. 67-68.
Article
Johnston P, Nogueira K & Swingler K (2023) GMM-IL: Image Classification Using Incrementally Learnt, Independent Probabilistic Models for Small Sample Sizes. IEEE Access, 11, pp. 25492-25501. https://doi.org/10.1109/ACCESS.2023.3255795
Article
Expected goals in football: Improving model performance and demonstrating value
Mead J, O’Hare A & McMenemy P (2023) Expected goals in football: Improving model performance and demonstrating value. PLOS ONE, 18 (4), Art. No.: e0282295. https://doi.org/10.1371/journal.pone.0282295
Conference Paper (published)
Deep Learning-Based Receiver Design for IoT Multi-User Uplink 5G-NR System
Gupta A, Bishnu A, Ratnarajah T, Adeel A, Hussain A & Sellathurai M (2023) Deep Learning-Based Receiver Design for IoT Multi-User Uplink 5G-NR System. In: GLOBECOM 2023 - 2023 IEEE Global Communications Conference, Kuala Lumpur, Malaysia, 04.12.2023-08.12.2023. IEEE, pp. 4110-4115. https://doi.org/10.1109/globecom54140.2023.10437776
Conference Paper (published)
Authorship Attribution of Late 19th Century Novels using GAN-BERT
Silva K, Can Bulglalilar B, Blain F, Sarwar R, Ugolini L & Mitkov R (2023) Authorship Attribution of Late 19th Century Novels using GAN-BERT. In: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop), Toronto, Canada, 09.07.2023-14.07.2023. Association for Computational Linguistics, pp. 310-320. https://doi.org/10.18653/v1/2023.acl-srw.44
Edited Proceedings
(2023) On orthogonality, rational approximation, quadrature and exponential analysis, in one and more variables. volume 20. Oberwolfach reports. Oberwolfach mini-workshop, Oberwolfach (Germany), 26.09.2023-04.03.2023. MFO. https://mateapli.ugr.es/sites/dpto/mateapli/public/ficheros/noticias/2024-07/talk_Annie_Cuyt.pdf
Book Chapter
Graph Pseudometrics from a Topological Point of View
Garcia-Pulido AL, Hess K, Tan J, Turner K, Wang B & Yerolemou N (2023) Graph Pseudometrics from a Topological Point of View. In: Gasparovic E, Robins V & Turner K (eds.) Research in Computational Topology 2. Association for Women in Mathematics Series. Springer International Publishing, pp. 99-128. https://doi.org/10.1007/978-3-030-95519-9_5
Edited Book
Advances in Deep Generative Models for Medical Artificial Intelligence
Ali H, Rehmani MH & Shah Z (eds.) (2023) Advances in Deep Generative Models for Medical Artificial Intelligence. Studies in Computational Intelligence. Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-46341-9
Article
A toy model of food production in a connected landscape
O'Hare A (2023) A toy model of food production in a connected landscape. Frontiers in Applied Mathematics and Statistics, 9, Art. No.: 1058273. https://doi.org/10.3389/fams.2023.1058273
Article
Ali H, Qureshi R & Shah Z (2023) Artificial Intelligence-Based Methods for Integrating Local and Global Features for Brain Cancer Imaging: Scoping Review. JMIR Medical Informatics, 11, Art. No.: e47445. https://doi.org/10.2196/47445
Article
Towards Explainable Metaheuristics: Feature Extraction from Trajectory Mining
Fyvie M, Mccall J, Christie L, Brownlee A & Singh M (2023) Towards Explainable Metaheuristics: Feature Extraction from Trajectory Mining. Expert Systems, Art. No.: e13494. https://doi.org/10.1111/exsy.13494
Article
Advanced manufacturing, formulation and microencapsulation of therapeutic phages
Malik DJ, Goncalves-Ribeiro H, Goldschmitt D, Collin J, Belkhiri A, Fernandes D, Weichert H & Kirpichnikova A (2023) Advanced manufacturing, formulation and microencapsulation of therapeutic phages. Clinical Infectious Diseases, 77 (Supplement 5), pp. S370-S383. https://doi.org/10.1093/cid/ciad555
Conference Paper (published)
Paving the Way for Automatic Mapping of Rural Roads in the Amazon Rainforest
Faria LCd, Brito M, Nogueira K & dos Santos JA (2023) Paving the Way for Automatic Mapping of Rural Roads in the Amazon Rainforest. In: SIBGRAPI Conference on Graphics, Patterns and Images, 06.11.2023-09.11.2023. IEEE.
Article
Trombetta E, Jakubiak S, Kutkova S, Lipschutz D, O'hare A & Enright JA (2023) A modeling study of the impact of treatment policies on the evolution of resistance in sea lice on salmon farms. PLoS ONE.
Article
Heeney C, Bouamrane M, Malden S, Cresswell K, Williams R & Sheikh A (2023) Optimising ePrescribing in hospitals through the interoperability of systems and processes: a qualitative study in the UK, US, Norway and the Netherlands. BMC Medical Informatics and Decision Making, 23, Art. No.: 211. https://doi.org/10.1186/s12911-023-02316-y
Book Chapter
Enhancing Genetic Improvement Mutations Using Large Language Models
Brownlee A, Callan J, Even-Mendoza K, Geiger A, Hanna C, Petke J, Sarro F & Sobania D Enhancing Genetic Improvement Mutations Using Large Language Models. In: Arcaini P, Yue T & Fredericks EM (eds.) Search-Based Software Engineering: 15th International Symposium, SSBSE 2023, San Francisco, CA, USA, December 8, 2023, Proceedings. Lecture Notes in Computer Science. Cham, Switzerland: Springer. https://link.springer.com/book/9783031487958
Article
STNWeb: A new visualization tool for analyzing optimization algorithms
Chacón Sartori C, Blum C & Ochoa G (2023) STNWeb: A new visualization tool for analyzing optimization algorithms. Software Impacts, 17, Art. No.: 100558. https://doi.org/10.1016/j.simpa.2023.100558
Article
‘They gave me an opportunity, and I took it’: motivations and concerns of adult apprentices
Smith S, Fabian K, Taylor-Smith E, Barr M, Berg T, Bratton A, Kolberg M, Paterson J & Zarb M (2023) ‘They gave me an opportunity, and I took it’: motivations and concerns of adult apprentices. Journal of Vocational Education & Training. https://doi.org/10.1080/13636820.2023.2255576
Article
Improving diagnosis and prognosis of lung cancer using vision transformers: a scoping review
Ali H, Mohsen F & Shah Z (2023) Improving diagnosis and prognosis of lung cancer using vision transformers: a scoping review. BMC Medical Imaging, 23, Art. No.: 129. https://doi.org/10.1186/s12880-023-01098-z
Conference Paper (published)
Two-Point Neurons for Efficient Multimodal Speech Enhancement
Raza M, Ahmed K, Muzaffar J & Adeel A (2023) Two-Point Neurons for Efficient Multimodal Speech Enhancement. In: 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW), Rhodes Island, Greece, 04.06.2023-10.06.2023. IEEE. https://doi.org/10.1109/icasspw59220.2023.10193457
Article
Rajendrakumar AL, Hapca SM, Nair ATN, Huang Y, Chourasia MK, Kwan RS, Nangia C, Siddiqui MK, Vijayaraghavan P, Matthew SZ, Leese GP, Mohan V, Pearson ER, Doney ASF & Palmer CNA (2023) Competing risks analysis for neutrophil to lymphocyte ratio as a predictor of diabetic retinopathy incidence in the Scottish population. BMC Medicine, 21, Art. No.: 304. https://doi.org/10.1186/s12916-023-02976-7
Article
Lapp L, Roper M, Kavanagh K, Bouamrane M & Schraag S (2023) Dynamic Prediction of Patient Outcomes in the Intensive Care Unit: A Scoping Review of the State-of-the-Art. Journal of Intensive Care Medicine, 38 (7), pp. 575-591. https://doi.org/10.1177/08850666231166349
Article
Validation of a vascular access specific quality of life measure (VASQoL)
Richarz S, Greenwood S, Kingsmore DB, Thomson PC, Dunlop M, Bouamrane M, Meiklem R & Stevenson K (2023) Validation of a vascular access specific quality of life measure (VASQoL). The Journal of Vascular Access, 24 (4), pp. 702-714. https://doi.org/10.1177/11297298211046746
Conference Paper (published)
Channel Configuration for Neural Architecture: Insights from the Search Space
Thomson SL, Ochoa G, Veerapen N & Michalak K (2023) Channel Configuration for Neural Architecture: Insights from the Search Space. In: TBC. The Genetic and Evolutionary Computation Conference (GECCO) 2023, Lisbon, Portugal, 15.07.2023-19.07.2023. New York: ACM. https://doi.org/10.1145/nnnnnnn.nnnnnnn
Conference Paper (published)
Randomness in Local Optima Network Sampling
Thomson S, Veerapen N, Ochoa G & van den Berg D (2023) Randomness in Local Optima Network Sampling. In: GECCO ’23 Companion: Genetic and Evolutionary Computation Conference Companion. GECCO '23, Lisbon (hybrid), 15.07.2023-19.07.2023. New York: ACM. https://doi.org/10.1145/3583133.3596309
Conference Paper (published)
From Fitness Landscapes to Explainable AI and Back
Thomson S, Adair J, Brownlee A & van den Berg D (2023) From Fitness Landscapes to Explainable AI and Back. In: GECCO '23 Companion. Gecco '23: The Genetic and Evolutionary Computation Conference, Lisbon, 15.07.2023-19.07.2023. New York: ACM. https://doi.org/10.1145/3583133.3596395
Conference Paper (published)
Explaining a Staff Rostering Genetic Algorithm using Sensitivity Analysis and Trajectory Analysis.
Fyvie M, Mccall J, Christie L & Brownlee A (2023) Explaining a Staff Rostering Genetic Algorithm using Sensitivity Analysis and Trajectory Analysis.. In: GECCO '23 Companion: Companion Conference on Genetic and Evolutionary Computation, Lisbon Portugal, 15.07.2023-19.07.2023. ACM, pp. 1648-1656. https://doi.org/10.1145/3583133.3596353
Article
Unlocking the Potential of Two-Point Cells for Energy-Efficient and Resilient Training of Deep Nets
Adeel A, Adetomi A, Ahmed K, Hussain A, Arslan T & Phillips WA (2023) Unlocking the Potential of Two-Point Cells for Energy-Efficient and Resilient Training of Deep Nets. IEEE Transactions on Emerging Topics in Computational Intelligence, 7 (3), pp. 818-828. https://doi.org/10.1109/tetci.2022.3228537
Book Chapter
Detection of a facemask in real-time using deep learning methods: Prevention of Covid 19
Kashyap G, Sohlot J, Siddiqui A, Siddiqui R, Malik K, Wazir S & Brownlee A (2023) Detection of a facemask in real-time using deep learning methods: Prevention of Covid 19. In: Research Advances in Network Technologies (Volume 2). CRC Press / Taylor and Francis.
Book Chapter
Prediction of Suicidal Risk using Machine Learning Models
Kashyap G, Siddiqui A, Siddiqui R, Malik K, Wazir S & Brownlee A Prediction of Suicidal Risk using Machine Learning Models. In: Research Advances in Intelligent Computing (Volume 2). CRC Press / Yalor and Francis.
Article
Positive feedback loops exacerbate the influence of superspreaders in disease transmission
Wanelik KM, Begon M, Fenton A, Norman RA & Beldomenico PM (2023) Positive feedback loops exacerbate the influence of superspreaders in disease transmission. Norman R (Researcher) iScience, 26 (5), Art. No.: 106618. https://doi.org/10.1016/j.isci.2023.106618
Conference Paper (published)
Updating Gin's profiler for current Java
Watkinson M & Brownlee A (2023) Updating Gin's profiler for current Java. Wagner M (Researcher) In: GI '23: Proceedings of the 12th International Workshop on Genetic Improvement. The 12th International Workshop on Genetic Improvement, at the International Conference on Software Engineering, Melbourne, Australia, 14.05.2023-20.05.2023. New York: ACM.
Article
Wang H, Cordiner RLM, Huang Y, Donnelly L, Hapca S, Collier A, McKnight J, Kennon B, Gibb F, McKeigue P, Wild SH, Colhoun H, Chalmers J, Petrie J & Sattar N (2023) Cardiovascular Safety in Type 2 Diabetes With Sulfonylureas as Second-line Drugs: A Nationwide Population-Based Comparative Safety Study. Diabetes Care, 46 (5), pp. 967-977. https://doi.org/10.2337/dc22-1238
Conference Paper (published)
Live Demonstration: Cloud-based Audio-Visual Speech Enhancement in Multimodal Hearing-aids
Bishnu A, Gupta A, Gogate M, Dashtipour K, Arslan T, Adeel A, Hussain A, Sellathurai M & Ratnarajah T (2023) Live Demonstration: Cloud-based Audio-Visual Speech Enhancement in Multimodal Hearing-aids. In: 2023 IEEE International Symposium on Circuits and Systems (ISCAS), Monterey, CA, USA, 21.05.2023-25.05.2023. IEEE. https://doi.org/10.1109/iscas46773.2023.10182060
Conference Paper (published)
Adeel A, Adetomi A, Phillips WA, Raza M, Ahmed K, Hussain A & Arslan T (2023) Live Demonstration: Unlocking the Potential of Two-Point Neuronal Cells for Energy-Efficient Training of Deep Networks. In: 2023 IEEE International Symposium on Circuits and Systems (ISCAS), Monterey, CA, USA, 21.05.2023-25.05.2023. IEEE. https://doi.org/10.1109/iscas46773.2023.10181836
Article
Ameer I, Bölücü N, Sidorov G & Can B (2023) Emotion Classification in Texts Over Graph Neural Networks: Semantic Representation is Better Than Syntactic. IEEE Access, 11, pp. 56921-56934. https://doi.org/10.1109/access.2023.3281544
Article
Program Transformation Landscapes for Automated Program Modification Using Gin
Petke J, Alexander B, Barr ET, Brownlee A, Wagner M & White D (2023) Program Transformation Landscapes for Automated Program Modification Using Gin. Empirical Software Engineering.
Other
Evolutionary Computation and Explainable AI: a year in review
Bacardit J, Brownlee A, Cagnoni S, Iacca G, McCall J & Walker D (2023) Evolutionary Computation and Explainable AI: a year in review. EvoStar, Brno, Czech Republic (hybrid), 12.04.2023-14.04.2023.
Book Chapter
Wazir S, Kashyap GS, Malik K & Brownlee A (2023) Predicting the Infection Level of Covid-19 Virus using Normal Distribution Based Approximation Model and PSO. In: Mathematical Modeling and Intelligent Control for Combating Pandemics. Springer.
Article
How do Developers Really Feel About Bug Fixing? Directions for Automatic Program Repair
Winter E, Bowes D, Counsell S, Hall T, Haraldsson S, Nowack V & Woodward J (2023) How do Developers Really Feel About Bug Fixing? Directions for Automatic Program Repair. IEEE Transactions on Software Engineering, 49 (4), pp. 1823-1841. https://doi.org/10.1109/tse.2022.3194188
Article
PL-kNN: A Python-based implementation of a parameterlessk-Nearest Neighbors classifier
Jodas DS, Passos LA, Adeel A & Papa JP (2023) PL-kNN: A Python-based implementation of a parameterlessk-Nearest Neighbors classifier. Software Impacts, 15, Art. No.: 100459. https://doi.org/10.1016/j.simpa.2022.100459
Research Report
Investigating Causal links from Observed Features in the first COVID-19 Waves in California
Good S & O'Hare A (2023) Investigating Causal links from Observed Features in the first COVID-19 Waves in California. ArXiv: Ithaca, New York. https://doi.org/10.48550/arXiv.2303.14485
Article
A Siamese Neural Network for Learning Semantically-Informed Sentence Embeddings
Bölücü N, Can B & Artuner H (2023) A Siamese Neural Network for Learning Semantically-Informed Sentence Embeddings. Expert Systems with Applications, 214, Art. No.: 119103. https://doi.org/10.1016/j.eswa.2022.119103
Article
Multi-label emotion classification in texts using transfer learning
Ameer I, Bölücü N, Siddiqui MHF, Can B, Sidorov G & Gelbukh A (2023) Multi-label emotion classification in texts using transfer learning. Expert Systems with Applications, 213, Art. No.: 118534. https://doi.org/10.1016/j.eswa.2022.118534
Article
Passos LA, Papa JP, Hussain A & Adeel A (2023) Canonical cortical graph neural networks and its application for speech enhancement in audio-visual hearing aids. Neurocomputing, 527, pp. 196-203. https://doi.org/10.1016/j.neucom.2022.11.081
Article
CAD-Based Design Optimization of Four-Bar Mechanisms: An Emergency Ventilator Case Study
Ben Yahya A, Van Oosterwyck N, Knaepkens F, Houwen S, Herregodts S, Herregodts J, Vanwalleghem B, Cuyt A & Derammelaere S (2023) CAD-Based Design Optimization of Four-Bar Mechanisms: An Emergency Ventilator Case Study. Designs, 7 (2), p. 38. https://doi.org/10.3390/designs7020038
Article
Passos LA, Papa JP, Del Ser J, Hussain A & Adeel A (2023) Multimodal audio-visual information fusion using canonical-correlated Graph Neural Network for energy-efficient speech enhancement. Information Fusion, 90, pp. 1-11. https://doi.org/10.1016/j.inffus.2022.09.006
Article
On the robustness of exponential base terms and the Padé denominator in some least squares sense
Knaepkens F & Cuyt A (2023) On the robustness of exponential base terms and the Padé denominator in some least squares sense. Numerical Algorithms, 92 (1), pp. 747-766. https://doi.org/10.1007/s11075-022-01455-z
Book Chapter
Meiklem R, Stevenson K, Richarz S, Kingsmore D, Bouamrane M, Dunlop M & Thomson P (2022) Patients’ and Clinicians’ Perspectives on the Acceptability of Completing Digital Quality of Life Questionnaires During Routine Haemodialysis Clinics: A Mixed-Methods Study. In: Volume 290: MEDINFO 2021: One World, One Health – Global Partnership for Digital Innovation. Studies in Health Technology and Informatics, Volume 290. IOS Press, pp. 752 - 756. https://doi.org/10.3233/shti220179
Article
Bouhlel N, Akbari V, Meric S & Rousseau D (2022) Multivariate Statistical Modeling for Multitemporal SAR Change Detection Using Wavelet Transforms and Integrating Subband Dependencies. IEEE Transactions on Geoscience and Remote Sensing, 60. https://doi.org/10.1109/tgrs.2022.3215783
Other
Exponential Analysis: Theoretical Progress and Technological Innovation
Cuyt A, Lee W, Plonka-Hoch G & Knaepkens F (2022) Exponential Analysis: Theoretical Progress and Technological Innovation. Dagstuhl Seminar 22221, Wadern, Germany Dagstuhl Reports, 12 (5), pp. 170-187. https://doi.org/10.4230/DagRep.12.5.170
Conference Paper (published)
Universally Hard Hamiltonian Cycle Problem Instances
Sleegers J, Thomson SL & Van Den Berg D (2022) Universally Hard Hamiltonian Cycle Problem Instances. In: Bäck T, van Stein B, Wagner C, Garibaldi J, Lam H, Cottrell M, Doctor F, Filipe J, Warwick K & Kacprzyk J (eds.) Proceedings of the 14th International Joint Conference on Computational Intelligence - ECTA. ECTA 2022 : 14th International Conference on Evolutionary Computation Theory and Applications, Valletta, Malta, 24.10.2022-26.11.2022. SCITEPRESS – Science and Technology Publications, pp. 105-111. https://doi.org/10.5220/0011531900003332
Article
An Interval Type-2 Fuzzy Logic Based Map Matching Algorithm for Airport Ground Movements
Wang X, Brownlee AEI, Weiszer M, Woodward JR, Mahfouf M & Chen J (2022) An Interval Type-2 Fuzzy Logic Based Map Matching Algorithm for Airport Ground Movements. IEEE Transactions on Fuzzy Systems, 31 (2), pp. 582-595. https://doi.org/10.1109/TFUZZ.2022.3221793
Conference Paper (published)
A Haptic Interface for Guiding People with Visual Impairment using Three Dimensional Computer Vision
Swingler K & Grigson C (2022) A Haptic Interface for Guiding People with Visual Impairment using Three Dimensional Computer Vision. In: Back T, van Stein B, Wagner C, Garibaldi J, Lam HK, Cottrell M, Doctor F, Filipe J, Warwick K & Kaprzyk J (eds.) Proceedings of the 14th International Joint Conference on Computational Intelligence (IJCCI 2022) - NCTA. 14th International Conference on Neural Computation Theory and Applications, Valletta, Malta, 24.10.2022-26.10.2022. Setubal, Portugal: SCITEPRESS - Science and Technology Publications, pp. 315-322. https://doi.org/10.5220/0011307800003332
Conference Paper (published)
A Suite of Incremental Image Degradation Operators for Testing Image Classification Algorithms
Swingler K (2022) A Suite of Incremental Image Degradation Operators for Testing Image Classification Algorithms. In: Back T, van Stein B, Wagner C, Garibaldi J, Lam HK, Cottrell M, Doctor F, Filipe J, Warwick K & Kacprzyk J (eds.) 14th International Conference on Neural Computation Theory and Applications, Valletta, Malta, 24.10.2022-26.10.2022. Setubal, Portugal: SCITEPRESS - Science and Technology Publications, pp. 262-272. https://doi.org/10.5220/0011511000003332
Conference Paper (published)
Towards Explainable Metaheuristic: Mining Surrogate Fitness Models for Importance of Variables
Singh M, Brownlee AEI & Cairns D (2022) Towards Explainable Metaheuristic: Mining Surrogate Fitness Models for Importance of Variables. In: GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference Companion. GECCO '22:, Boston, USA, 09.07.2022-13.07.2022. New York: ACM, pp. 1785-1793. https://doi.org/10.1145/3520304.3533966
Article
Smith S & O’Hare A (2022) Comparing traditional news and social media with stock price movements; which comes first, the news or the price change?. Journal of Big Data, 9, Art. No.: 47. https://doi.org/10.1186/s40537-022-00591-6
Conference Paper (published)
Neuroevolution Trajectory Networks of the Behaviour Space
Sarti S, Adair J & Ochoa G (2022) Neuroevolution Trajectory Networks of the Behaviour Space. In: Jiménez Laredo JL, Hidalgo JI & Babaagba KO (eds.) Applications of Evolutionary Computation. Lecture Notes in Computer Science, 13224. EvoApplications 2022, Madrid, Spain, 20.04.2022-22.04.2022. Cham, Switzerland: Springer International Publishing, pp. 685-703. https://doi.org/10.1007/978-3-031-02462-7_43
Conference Paper (published)
Search Trajectories Networks of Multiobjective Evolutionary Algorithms
Lavinas Y, Aranha C & Ochoa G (2022) Search Trajectories Networks of Multiobjective Evolutionary Algorithms. In: Jiménez Laredo JL, Hidalgo JI & Babaagba KO (eds.) Applications of Evolutionary Computation. Lecture Notes in Computer Science, 13224. EvoApplications 2022, Madrid, Spain, 20.04.2022-22.04.2022. Cham, Switzerland: Springer International Publishing, pp. 223-238. https://doi.org/10.1007/978-3-031-02462-7_15
Conference Paper (published)
Fractal Dimension and Perturbation Strength: A Local Optima Networks View
Thomson SL, Ochoa G & Verel S (2022) Fractal Dimension and Perturbation Strength: A Local Optima Networks View. In: Rudolph G, Kononova AV, Aguirre H, Kerschke P, Ochoa G & Tušar T (eds.) Parallel Problem Solving from Nature. Lecture Notes in Computer Science, 13398. Parallel Problem Solving from Nature – PPSN XVII 17th International Conference, PPSN 2022, Dortmund, Germany, 10.09.2022-14.09.2022. Cham, Switzerland: Springer, pp. 562-574. https://doi.org/10.1007/978-3-031-14714-2_39
Conference Paper (published)
Capturing Malware Behaviour with Ontology-based Knowledge Graphs
Chowdhury IR & Bhowmik D (2022) Capturing Malware Behaviour with Ontology-based Knowledge Graphs. In: 2022 IEEE Conference on Dependable and Secure Computing (DSC). IEEE Conference on Dependable and Secure Computing (IEEE DSC 2022), Edinburgh, 22.06.2022-24.06.2022. Piscataway, NJ, USA: IEEE. https://doi.org/10.1109/DSC54232.2022.9888860
Conference Paper (published)
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