Computing Science

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

• Publisher DOI
• Full Text

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

• Publisher DOI

Article

Change Detection in Multilook Polarimetric SAR Imagery With Determinant Ratio Test Statistic

Bouhlel N, Akbari V & Meric S (2022) Change Detection in Multilook Polarimetric SAR Imagery With Determinant Ratio Test Statistic. IEEE Transactions on Geoscience and Remote Sensing, 60, Art. No.: 5200515. https://doi.org/10.1109/TGRS.2020.3043517

• Publisher DOI
• Full Text

Article

Clear-Cut Detection and Mapping Using Sentinel-1 Backscatter Coefficient and Short-Term Interferometric Coherence Time Series

Akbari V & Solberg S (2022) Clear-Cut Detection and Mapping Using Sentinel-1 Backscatter Coefficient and Short-Term Interferometric Coherence Time Series. IEEE Geoscience and Remote Sensing Letters, 19, Art. No.: 4006405. https://doi.org/10.1109/lgrs.2020.3039875

• Publisher DOI
• Full Text

Conference Proceeding

On Funnel Depths and Acceptance Criteria in Stochastic Local Search

Thomson S & Ochoa G (2022) On Funnel Depths and Acceptance Criteria in Stochastic Local Search. In: GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference. Genetic and Evolutionary Computation Conference (GECCO) 2022, Boston, USA, 09.07.2022-13.07.2022. New York: ACM, pp. 287-295. https://dl.acm.org/doi/abs/10.1145/3512290.3528831; https://doi.org/10.1145/3512290.3528831

• Publisher DOI
• Full Text

Conference Proceeding

Expanding Fix Patterns to Enable Automatic Program Repair

Nowack V, Bowes D, Counsell S, Hall T, Haraldsson S, Winter E & Woodward J (2022) Expanding Fix Patterns to Enable Automatic Program Repair. In: Jin Z, Li X, Xiang J, Mariani L, Liu T, Yu X & Ivaki N (eds.) 32nd IEEE International Symposium on Software Reliability Engineering, ISSRE 2021. 2021 IEEE 32nd International Symposium on Software Reliability Engineering (ISSRE), Wuhan, China, 25.10.2021-28.10.2021. Piscataway, NJ, USA: IEEE Computer Society, pp. 12-23. https://doi.org/10.1109/ISSRE52982.2021.00015

• Publisher DOI
• Full Text

Conference Proceeding

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

• Publisher DOI
• Full Text

Conference Proceeding

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

• Publisher DOI
• Full Text

Conference Proceeding

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

• Publisher DOI
• Full Text

Conference Proceeding

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

• Publisher DOI
• Full Text

Conference Proceeding

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

• Publisher DOI
• Full Text

Conference Proceeding

A Media Security Framework Inspired by Emerging Challenges in Fake Media and NFT

Temmermans F, Bhowmik D, Pereira F & Ebrahimi T (2022) A Media Security Framework Inspired by Emerging Challenges in Fake Media and NFT. In: Schelkens P & Kozacki T (eds.) Optics, Photonics and Digital Technologies for Imaging Applications VII, volume 12138. Proceedings of SPIE, 12138. SPIE Photonics Europe, Strasbourg, France, 06.04.2022-07.04.2022. SPIE. https://doi.org/10.1117/12.2622223

• Publisher DOI
• Full Text

Article

Facing the Void: Overcoming Missing Data in Multi-View Imagery

Machado G, Pereira MB, Nogueira K & Dos Santos JA (2022) Facing the Void: Overcoming Missing Data in Multi-View Imagery. IEEE Access. https://doi.org/10.1109/access.2022.3231617

• Publisher DOI
• Full Text

Conference Proceeding

Towards Developer-Centered Automatic Program Repair: Findings from Bloomberg

Winter ER, Nowack V, Bowes D, Counsell S, Hall T, Haraldsson S, Woodward J, Kirbas S, Windels E, McBello O, Atakishiyev A, Kells K & Pagano M (2022) Towards Developer-Centered Automatic Program Repair: Findings from Bloomberg. In: ESEC/FSE 2022: Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering. ESEC/FSE ’22, Singapore, 14.11.2022-18.11.2022. New York: ACM, pp. 1578-1588. https://doi.org/10.1145/3540250.3558953

• Publisher DOI
• Full Text

Article

Evolutionary optimisation of antibiotic dosing regimens for bacteria with different levels of resistance

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

• Publisher DOI
• Full Text

Article

Perturbation responses in co-evolved model meta-communities

Abernethy G (2022) Perturbation responses in co-evolved model meta-communities. Ecology and Evolution, 12 (11), Art. No.: e9534. https://doi.org/10.1002/ece3.9534

• Publisher DOI
• Full Text