Showing 1 to 100 of 572
Journal Article
Surrogate-assisted evolutionary multi-objective optimisation of office building glazing
Brownlee AEI & Vanmosuinck ERO (2025) Surrogate-assisted evolutionary multi-objective optimisation of office building glazing. Industrial Artificial Intelligence, 3 (1), Art. No.: 4. https://doi.org/10.1007/s44244-025-00025-1
Journal Article
Optimization of the rectangle area inside a concave polygon using PSO and Tabu Search
Kashyap G, Malik K, Wazir S & Brownlee A (2025) Optimization of the rectangle area inside a concave polygon using PSO and Tabu Search. Soft Computing. https://doi.org/10.1007/s00500-025-10568-1
Presentation / Conference Contribution
Interpretable decision trees to predict solution fitness
Catalano GAPI, Brownlee AEI, Cairns D & Ainslie R (2025) Interpretable decision trees to predict solution fitness. In: GECCO 2025, Malaga, Spain, 14.07.2025-18.07.2025. Association for Computing Machinery (ACM). https://doi.org/10.1145/1122445.1122456
Article
Large Language Model Based Mutations in Genetic Improvement
Brownlee AEI, Callan J, Even-Mendoza K, Geiger A, Hanna C, Petke J, Sarro F & Sobania D (2025) Large Language Model Based Mutations in Genetic Improvement. Automated Software Engineering, 32 (15). https://doi.org/10.1007/s10515-024-00473-6
Article
Weideman R, Cuyt A & De Villiers DIL (2024) Characterising the Electric Field Ripple in Reflector Antennas Using Sub-Sampled Exponential Analysis. IEEE Transactions on Antennas and Propagation, 72 (7), pp. 5511--5519. https://doi.org/10.1109/TAP.2024.3408236
Article
Multiscale matrix pencils for separable reconstruction problems
Cuyt A & Lee W (2024) Multiscale matrix pencils for separable reconstruction problems. Numerical Algorithms, 95, pp. 31-72. https://doi.org/10.1007/s11075-023-01564-3
Book Chapter
Meiklem R, Bouamrane M, Kingsmore D, Stevenson K, Dunlop M & Thomson P (2024) Patient-Centred, Technology-Based Interventions for High Treatment Burden: An Overview of the State of the Art. In: Bichel-Findlay J, Otero P, Scott P & Huesing E (eds.) MEDINFO 2023 — The Future Is Accessible. Vol 310 ed. Studies in Health Technology and Informatics, Volume 310: MEDINFO 2023 — The Future Is Accessible. Proceedings of the 19th World Congress on Medical and Health Informatics: IOS Press, pp. 529 - 533. https://doi.org/10.3233/shti231021
Book Chapter
Lapp L, Bouamrane M, Roper M, Kavanagh K & Schraag S (2024) Decision Support in Cardiac Surgery: Early Exploration of Requirements with Cardiac Anesthetists and Surgeons. In: Digital Health and Informatics Innovations for Sustainable Health Care Systems. Studies in Health Technology and Informatics, Volume 316. IOS Press, pp. 1827 - 1831. https://doi.org/10.3233/shti240786
Article
McLean KA, Sgrò A, Brown LR, Buijs LF, Mozolowski K, Daines L, Cresswell K, Potter MA, Bouamrane M & Harrison EM (2024) Implementation of digital remote postoperative monitoring in routine practice: a qualitative study of barriers and facilitators. BMC Medical Informatics and Decision Making, 24 (1), p. 14. https://bmcmedinformdecismak.biomedcentral.com/articles/10.1186/s12911-024-02670-5; https://doi.org/10.1186/s12911-024-02670-5
Article
Blayney MC, Reed MJ, Masterson JA, Anand A, Bouamrane MM, Fleuriot J, Luz S, Lyall MJ, Mercer S, Mills NL, Shenkin SD, Walsh TS, Wild SH, Wu H & McLachlan S (2024) Multimorbidity and adverse outcomes following emergency department attendance: population based cohort study. BMJ Medicine, 3, Art. No.: e000731. https://doi.org/10.1136/bmjmed-2023-000731
Article
Reachability analysis of FMI models using data-driven dynamic sensitivity
Bogomolov S, Gomes C, Isasa C, Soudjani S, Stankaitis P & Wright T (2024) Reachability analysis of FMI models using data-driven dynamic sensitivity. SIMULATION. https://doi.org/10.1177/00375497241261409
Conference Abstract
McLean K, Sgrò A, Brown L, Buijs L, Potter M, Bouamrane MM & Harrison E (2024) Reducing the Burden to Deliver Remote Postoperative Surveillance Using Machine Learning for Surgical-Site Infection (SSI). British Journal of Surgery, 111 (Supplement_6), Art. No.: znae163.012. https://doi.org/10.1093/bjs/znae163.012
Conference Paper (published)
A Bi-Level Approach to Vehicle Fleet Reduction: Successful Case Study in Community Healthcare
Brownlee AEI, Thomson SL & Oladapo R (2024) A Bi-Level Approach to Vehicle Fleet Reduction: Successful Case Study in Community Healthcare. In: Genetic and Evolutionary Computation Conference 2024, Melbourne, Australia, 14.07.2024-18.07.2024. GECCO '24: ACM. https://doi.org/10.1145/3638530.3664137
Article
Watkinson M & Brownlee AEI (2024) Comparing apples and oranges? Investigating the consistency of CPU and memory profiler results across multiple java versions. Automated Software Engineering, 31, Art. No.: 28. https://doi.org/10.1007/s10515-024-00423-2
Edited Proceedings
Multivariate Orthogonal Polynomials: new synergies with Numerical Analysis
(2024) Multivariate Orthogonal Polynomials: new synergies with Numerical Analysis. volume 20. Oberwolfach reports. Oberwolfach mini-workshop, Oberwolfach (Germany), 26.09.2023-04.03.2023. MFO. https://doi.org/10.4171/OWR/2023/43
Article
Introduction to the Special Issue on Explainable AI in Evolutionary Computation
Bacardit J, Brownlee A, Cagnoni S, Iacca G, McCall J & Walker D (2024) Introduction to the Special Issue on Explainable AI in Evolutionary Computation. ACM Transactions on Evolutionary Learning and Optimization, 4 (1), pp. 1-2. https://doi.org/10.1145/3649144
Article
Bailey J, Akbari V, Liu T, Lauknes TR & Marino A (2024) Iceberg Detection With RADARSAT-2 Quad-Polarimetric C-Band SAR in Kongsfjorden, Svalbard—Comparison With a Ground-Based Radar. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 17, pp. 5790-5803. https://doi.org/10.1109/jstars.2024.3369392
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.
Conference Paper (published)
Sparse Linear Array Synthesis Using Exponential Analysis
Sengupta R, Cuyt A, Prinsloo DS, Nystr?m 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
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
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
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
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)
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
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)
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.
Article
DeSSR: a Decentralized, Broadcast-Based Scalable Scheduling Reservation Protocol for 6TiSCH Networks
Kumar K & Kolberg M (2023) DeSSR: a Decentralized, Broadcast-Based Scalable Scheduling Reservation Protocol for 6TiSCH Networks. IEEE Internet of Things Journal. https://doi.org/10.1109/jiot.2023.3338289
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
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
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 (2023) 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
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
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
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)
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
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, pp. 1-5. https://doi.org/10.1109/icasspw59220.2023.10193457
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
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.
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.
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
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
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.
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.
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
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
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
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
Article
Seafood in Food Security: A Call for Bridging the Terrestrial-Aquatic Divide
Stetkiewicz S, Norman RA, Allison EH, Coffee P, Crumlish M, Eltholth M, Falconer L, Kaminski AM, Leschen W, McAdam B, Newton R, Pounds A, Schapper A, Young JA & Little DC (2022) Seafood in Food Security: A Call for Bridging the Terrestrial-Aquatic Divide. Frontiers in Sustainable Food Systems, 5, Art. No.: 703152. https://doi.org/10.3389/fsufs.2021.703152
Article
Falconer L, Telfer TC, Garrett A, Hermansen ?, Mikkelsen E, Hj?llo SS, McAdam BJ & Ytteborg E (2022) Insight into real-world complexities is required to enable effective response from the aquaculture sector to climate change. PLOS Climate, 1 (3), Art. No.: e0000017. https://doi.org/10.1371/journal.pclm.0000017
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
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 & Tu?ar 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)
Universally Hard Hamiltonian Cycle Problem Instances
Sleegers J, Thomson SL & Van Den Berg D (2022) Universally Hard Hamiltonian Cycle Problem Instances. In: B?ck 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
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
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
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
Goranova M, Ochoa G, Maier P & Hoyle A (2022) Evolutionary optimisation of antibiotic dosing regimens for bacteria with different levels of resistance. Artificial Intelligence in Medicine, 133, Art. No.: 102405. https://doi.org/10.1016/j.artmed.2022.102405
Conference Paper (published)
A Novel Frame Structure for Cloud-Based Audio-Visual Speech Enhancement in Multimodal Hearing-aids
Bishnu A, Gupta A, Gogate M, Dashtipour K, Adeel A, Hussain A, Sellathurai M & Ratnarajah T (2022) A Novel Frame Structure for Cloud-Based Audio-Visual Speech Enhancement in Multimodal Hearing-aids. In: 2022 IEEE International Conference on E-health Networking, Application & Services (HealthCom), Genoa, Italy, 17.10.2022-19.10.2022. IEEE, pp. 75-80. https://doi.org/10.1109/healthcom54947.2022.9982772
Conference Paper (unpublished)
Akbari V, Datta A, Bhowmik D, Marino A, Kumar S, Rupavatharam S, Prabhu GN, Kleczkowski A, R. P. Sujeetha JA & Maharaj S (2022) Multitemporal multispectral drone imagery for water hyacinth mapping in Patancheru lake, Hyderabad, India. Bostater CR (Editor) & Neyt X (Editor) Remote Sensing of the Ocean, Sea Ice, Coastal Waters, and Large Water Regions 2022, Berlin, Germany, 05.09.2022-08.09.2022. https://doi.org/10.1117/12.2639004
Article
Validated analysis of modulated signals: From de Prony to Padé and beyond
Cuyt A, Hou Y & Lee W (2022) Validated analysis of modulated signals: From de Prony to Padé and beyond. Journal of Computational and Applied Mathematics, 413, Art. No.: 114346. https://doi.org/10.1016/j.cam.2022.114346
Edited Proceedings
Open is not enough: design considerations for a networked data commons
Jaldemark J, Hakansson Lindqvist M, Mozelius P, Oberg LM, De Laat M, Dohn NB & Ryberg Y (eds.) (2022) Open is not enough: design considerations for a networked data commons. NETWORKED LEARNING CONFERENCE 2022, Aalborg University, Sweden, 16.05.2022-18.05.2022.
Conference Paper (published)
Simulated performance of antenna position estimation through sub-sampled exponential analysis
Weideman R, Louw R, Knaepkens F, de Villiers D, Cuyt A, Lee W & Wijnholds SJ (2022) Simulated performance of antenna position estimation through sub-sampled exponential analysis. In: 2022 International Conference on Electromagnetics in Advanced Applications (ICEAA), Cape Town, South Africa, 05.09.2022-09.09.2022. IEEE, pp. 128-132. https://doi.org/10.1109/ICEAA49419.2022.9900012
Presentation / Talk
Maltinsky W, Manuf S, Den Daas C, Ozakinci G, Gaitens H & Swingler K (2022) Using readily available social media data to describe sentiments towards transmission-reducing behaviours during the Covid pandemic., 23.08.2022-27.08.2022.
Conference Paper (published)
A Novel Speech Intelligibility Enhancement Model based on Canonical Correlation and Deep Learning
Hussain T, Diyan M, Gogate M, Dashtipour K, Adeel A, Tsao Y & Hussain A (2022) A Novel Speech Intelligibility Enhancement Model based on Canonical Correlation and Deep Learning. In: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Glasgow, Scotland, United Kingdom, 11.07.2022-15.07.2022. IEEE, pp. 2581-2584. https://doi.org/10.1109/embc48229.2022.9871113
Conference Paper (published)
The intersection of Evolutionary Computation and Explainable AI Anonymous authors
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Louw R, Knaepkens F, Cuyt A, Lee W, Wijnholds SJ, de Villiers DIL & Weideman R (2021) Antenna position estimation through sub-sampled exponential analysis of harmonically related input signals. In: Proceedings of XXXIV General Assembly and Scientific Symposium (GASS) of the International Union of Radio Science (Union Radio Scientifique International - URSI). XXXIV General Assembly and Scientific Symposium (GASS) of the International Union of Radio Science (Union Radio Scientifique International - URSI), Rome, Italy, 28.08.2021-04.09.2021. Piscataway, NJ, USA: IEEE. https://doi.org/10.23919/URSIGASS51995.2021.9560519
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