Outputs related to Computing Science & Mathematics

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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

Conference Paper (unpublished)

Multitemporal multispectral drone imagery for water hyacinth mapping in Patancheru lake, Hyderabad, India

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

Newspaper Article

Maths' missing millions could be answer to multiple modern problems

Norman R (2022) Maths' missing millions could be answer to multiple modern problems. Press and Journal. 28.09.2022.

Conference Proceeding

Participant-centred planning Framework for effective gender balance activities in tech

Taylor-Smith E, Barnett C, Smith S, Barr M & Shankland C (2022) Participant-centred planning Framework for effective gender balance activities in tech. In: Quille K, Maguire J & Becker B (eds.) UKICER2022: The United Kingdom and Ireland Computing Education Research Conference, Dublin Ireland, 01.09.2022-02.09.2022. New York: ACM, pp. 1-7. https://doi.org/10.1145/3555009.3555016

Speech

Using readily available social media data to describe sentiments towards transmission-reducing behaviours during the Covid pandemic

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 Proceeding

The intersection of Evolutionary Computation and Explainable AI Anonymous authors

Bacardit J, Brownlee A, Cagnoni S, Iacca G, McCall J & Walker D (2022) The intersection of Evolutionary Computation and Explainable AI Anonymous authors. In: Genetic and Evolutionary Computation Conference: GECCO '22, Boston, MA, USA, 09.07.2022-13.07.2022. New York: ACM. https://gecco-2022.sigevo.org/HomePage

Article

A systematic approach to parameter optimization and its application to flight schedule simulation software

Brownlee AEI, Epitropakis MG, Mulder J, Paelinck M & Burke EK (2022) A systematic approach to parameter optimization and its application to flight schedule simulation software. Journal of Heuristics. https://doi.org/10.1007/s10732-022-09501-8

Image

Emma + racket=a winning formula

Norman R (2022) Emma + racket=a winning formula [Maths+tennis]. [Newspaper article] 03.07.2022. https://www.pressreader.com/uk/sunday-express-1070/20220703/282114935271462

Article

Detecting Water Hyacinth Infestation in Kuttanad, India, Using Dual-Pol Sentinel-1 SAR Imagery

Simpson MD, Akbari V, Marino A, Prabhu GN, Bhowmik D, Rupavatharam S, Datta A, Kleczkowski A, Sujeetha JARP, Gunjotikar Anantrao G, Kampurath Poduvattil V, Kumar S, Maharaj S & Hunter PD (2022) Detecting Water Hyacinth Infestation in Kuttanad, India, Using Dual-Pol Sentinel-1 SAR Imagery. Remote Sensing, 14 (12), Art. No.: 2845. https://doi.org/10.3390/rs14122845

Article

The Fractal Geometry of Fitness Landscapes at the Local Optima Level

Thomson SL, Ochoa G & Verel S (2022) The Fractal Geometry of Fitness Landscapes at the Local Optima Level. Natural Computing, 21 (2), pp. 317-333. https://doi.org/10.1007/s11047-020-09834-y

Book Chapter

Patients’ and Clinicians’ Perspectives on the Acceptability of Completing Digital Quality of Life Questionnaires During Routine Haemodialysis Clinics: A Mixed-Methods Study

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. IOS Press, pp. 752 - 756. https://ebooks.iospress.nl/doi/10.3233/SHTI220179; https://doi.org/10.3233/shti220179

Article

Signed graphs whose spectrum is bounded by −2

Rowlinson P & Stanić Z (2022) Signed graphs whose spectrum is bounded by −2. Applied Mathematics and Computation, 423, Art. No.: 126991. https://doi.org/10.1016/j.amc.2022.126991

Article

Heterogeneity in phenotype, disease progression and drug response in type 2 diabetes

Nair ATN, Wesolowska-Andersen A, Brorsson C, Rajendrakumar AL, Hapca S, Gan S, Dawed AY, Donnelly LA, McCrimmon R, Doney ASF, Palmer CNA, Viswanathan M, Anjana RM, Hattersley AT, Dennis JM & Pearson ER (2022) Heterogeneity in phenotype, disease progression and drug response in type 2 diabetes. Nature Medicine, 28, pp. 982-988. https://doi.org/10.1038/s41591-022-01790-7

Article

Kv3.3 subunits control presynaptic action potential waveform and neurotransmitter release at a central excitatory synapse

Richardson A, Ciampani V, Stancu M, Bondarenko K, Newton S, Steinert JR, Pilati N, Graham BP, Kopp-Scheinpflug C & Forsythe ID (2022) Kv3.3 subunits control presynaptic action potential waveform and neurotransmitter release at a central excitatory synapse. eLife, 11 (1), Art. No.: e75219. https://doi.org/10.7554/elife.75219

Article

Recombination and Novelty in Neuroevolution: A Visual Analysis

Sarti S, Adair J & Ochoa G (2022) Recombination and Novelty in Neuroevolution: A Visual Analysis. SN Computer Science, 3 (3), Art. No.: 185. https://doi.org/10.1007/s42979-022-01064-6

Website Content

Can contributions to a positive research culture be measured?

Norman R (2022) Can contributions to a positive research culture be measured?. Times Higher Education Blog [Blog Post] 23.04.2022. https://www.timeshighereducation.com/blog/can-contributions-positive-research-culture-be-measured

Article

A Fuzzy-enhanced Deep Learning Approach for Early Detection of Covid-19 Pneumonia from Portable Chest X-Ray Images

Ieracitano C, Mammone N, Versaci M, Varone G, Ali A, Armentano A, Calabrese G, Ferrarelli A, Turano L, Tebala C, Hussain Z, Sheikh Z, Sheikh A, Sceni G, Hussain A & Morabito FC (2022) A Fuzzy-enhanced Deep Learning Approach for Early Detection of Covid-19 Pneumonia from Portable Chest X-Ray Images. Neurocomputing, 481, pp. 202-215. https://doi.org/10.1016/j.neucom.2022.01.055

Review

A Quantitative Systems Pharmacology perspective on the importance of parameter identifiability

Sher A, Niederer SA, Mirams GR, Kirpichnikova A, Allen R, Pathmanathan P, Gavaghan DJ, Van Der Graaf PH & Noble D (2022) A Quantitative Systems Pharmacology perspective on the importance of parameter identifiability. Bulletin of Mathematical Biology, 84 (3), Art. No.: 39. https://doi.org/10.1007/s11538-021-00982-5

Article

Signed graphs with at most three eigenvalues

Ramezani F, Rowlinson P & Stanić Z (2022) Signed graphs with at most three eigenvalues. Czechoslovak Mathematical Journal, 72 (1), pp. 59-77. https://doi.org/10.21136/cmj.2021.0256-20

Article

Development stage of novel digital health interventions for postoperative monitoring: protocol of a systematic review

McLean KA, Knight SR, Diehl TM, Zafar SN, Bouamrane M & Harrison EM (2022) Development stage of novel digital health interventions for postoperative monitoring: protocol of a systematic review. BMJ Surgery, Interventions, & Health Technologies, 4 (1), p. e000104. https://sit.bmj.com/content/4/1/e000104; https://doi.org/10.1136/bmjsit-2021-000104

Article

Optimizing Hospital Electronic Prescribing Systems: A Systematic Scoping Review

Williams J, Malden S, Heeney C, Bouamrane M, Holder M, Perera U, Bates DW & Sheikh A (2022) Optimizing Hospital Electronic Prescribing Systems: A Systematic Scoping Review. Journal of Patient Safety, 18 (2), pp. e547-e562. https://journals.lww.com/journalpatientsafety/fulltext/2022/03000/optimizing_hospital_electronic_prescribing.36.aspx; https://doi.org/10.1097/pts.0000000000000867

Website Content

Mathematics needs to find the formula for gender equality

Tillmann U, Norman R, Richardson S & Etheridge A (2022) Mathematics needs to find the formula for gender equality. Times Higher Education Blog [Blog Post] 08.03.2022. https://www.timeshighereducation.com/blog/mathematics-needs-find-formula-gender-equality

Article

Metaheuristics "In the Large"

Swan J, Adriaensen S, Brownlee AEI, Hammond K, Johnson CG, Kheiri A, Krawiec F, Merelo JJ, Minku LL, Ozcan E, Pappa GL, García-Sánchez P, Sorensen K, Voß S, Wagner M & White DR (2022) Metaheuristics "In the Large". European Journal of Operational Research, 297 (2), pp. 393-406. https://doi.org/10.1016/j.ejor.2021.05.042

Article

The Potential for Aquaculture to Reduce Poverty and Control Schistosomiasis in Côte d’Ivoire (Ivory Coast) during an Era of Climate Change: A Systematic Review

Ozretich RW, Wood CL, Allan F, Koumi AR, Norman R, Brierley AS, De Leo GA & Little DC (2022) The Potential for Aquaculture to Reduce Poverty and Control Schistosomiasis in Côte d’Ivoire (Ivory Coast) during an Era of Climate Change: A Systematic Review. Reviews in Fisheries Science and Aquaculture. https://doi.org/10.1080/23308249.2022.2039096

Article

Let's Talk With Developers, Not About Developers: A Review of Automatic Program Repair Research

Winter ER, Nowack V, Bowes D, Counsell S, Hall T, Haraldsson SO & Woodward J (2022) Let's Talk With Developers, Not About Developers: A Review of Automatic Program Repair Research. IEEE Transactions on Software Engineering. https://doi.org/10.1109/TSE.2022.3152089

Article

Predicting Range Shifts of African Apes and Effectiveness of Protected Areas under Global Change Scenarios

Carvalho JS, Graham B, Maisels F, Williamson EA, Wich S, Sop T & Kühl HS (2021) Predicting Range Shifts of African Apes and Effectiveness of Protected Areas under Global Change Scenarios. Gorilla Journal: Journal of Berggorilla and Regenwald Direkthilfe, (63), pp. 16-18. https://www.berggorilla.org/en/journal/issues/journal-no-63/article-view/?tx_news_pi1%5Bnews%5D=1122&tx_news_pi1%5Bcontroller%5D=News&tx_news_pi1%5Baction%5D=detail&cHash=2dfbe478198e47c1aee86e0a678e0ccd

Conference Proceeding

Comparison of target detectors to identify icebergs in Quad- Polarimetric SAR Alos-2 images

Bailey J, Marino A & Akbari V (2021) Comparison of target detectors to identify icebergs in Quad- Polarimetric SAR Alos-2 images. In: International Geoscience and Remote Sensing Symposium (IGARSS). 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Brussels, Belgium, 11.07.2021-16.07.2021. Piscataway, NJ, USA: Institute of Electrical and Electronics Engineers Inc. pp. 5223-5226. https://doi.org/10.1109/IGARSS47720.2021.9554230

Article

Assessing the Impact of (Self)-Quarantine through a Basic Model of Infectious Disease Dynamics

Farkas JZ & Chatzopoulos R (2021) Assessing the Impact of (Self)-Quarantine through a Basic Model of Infectious Disease Dynamics. Infectious Disease Reports, 13 (4), pp. 978-992. https://doi.org/10.3390/idr13040090

Article

When and why direct transmission models can be used for environmentally persistent pathogens

Benson L, Davidson RS, Green DM, Hoyle A, Hutchings MR & Marion G (2021) When and why direct transmission models can be used for environmentally persistent pathogens. PLOS Computational Biology, 17 (12), Art. No.: e1009652. https://doi.org/10.1371/journal.pcbi.1009652

Article

Search Trajectory Networks Applied to the Cyclic Bandwidth Sum Problem

Narvaez-Teran V, Ochoa G & Rodriguez-Tello E (2021) Search Trajectory Networks Applied to the Cyclic Bandwidth Sum Problem. IEEE Access, 9, pp. 151266-151277. https://doi.org/10.1109/access.2021.3126015

Conference Proceeding

Towards explaining metaheuristic solution quality by data mining surrogate fitness models for importance of variables

Wallace A, Brownlee AEI & Cairns D (2021) Towards explaining metaheuristic solution quality by data mining surrogate fitness models for importance of variables. In: Bramer M & Ellis R (eds.) Artificial Intelligence XXXVIII. Lecture Notes in Computer Science, 13101. 41st SGAI International Conference on Artificial Intelligence, AI 2021, Cambridge, 14.12.2021-16.12.2021. Cham, Switzerland: Springer, pp. 58-72. https://doi.org/10.1007/978-3-030-91100-3_5

Conference Proceeding

Determining Iceberg Scattering Mechanisms in Greenland Using Quad Pol ALOS-2 SAR Data

Bailey J, Marino A & Akbari V (2021) Determining Iceberg Scattering Mechanisms in Greenland Using Quad Pol ALOS-2 SAR Data. In: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS. IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium, Brussels, Belgium, 11.07.2021-16.07.2021. Piscataway, NJ, USA: IEEE. https://doi.org/10.1109/igarss47720.2021.9553540

Article

Export-driven, extensive coastal aquaculture can benefit nutritionally vulnerable people

Mamun A, Murray FJ, Sprague M, Mcadam BJ, Roos N, De Roos B, Pounds A & Little DC (2021) Export-driven, extensive coastal aquaculture can benefit nutritionally vulnerable people. Frontiers in Sustainable Food Systems, 5, Art. No.: 713140. https://doi.org/10.3389/fsufs.2021.713140

Article

Multitemporal Sentinel-1 and Sentinel-2 Images for Characterization and Discrimination of Young Forest Stands Under Regeneration in Norway

Akbari V, Solberg S & Puliti S (2021) Multitemporal Sentinel-1 and Sentinel-2 Images for Characterization and Discrimination of Young Forest Stands Under Regeneration in Norway. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, pp. 5049-5063. https://doi.org/10.1109/JSTARS.2021.3073101

Conference Proceeding

Security and Forensics Exploration of Learning-based Image Coding

Bhowmik D, Elawady M & Nogueira K (2021) Security and Forensics Exploration of Learning-based Image Coding. In: 2021 IEEE International Conference on Visual Communications and Image Processing (VCIP). Visual Communications and Image Processing (VCIP 2021), Munich, 05.12.2021-08.12.2021. Piscataway, NJ, USA: IEEE. https://doi.org/10.1109/VCIP53242.2021.9675445

Conference Proceeding

Sentiment Analysis to Assess Students’ Perception on the Adoption of Online Learning During Pre-COVID-19 Pandemic Period

Sirajudeen S, Duraisamy B, Haleema & Devi VA (2021) Sentiment Analysis to Assess Students’ Perception on the Adoption of Online Learning During Pre-COVID-19 Pandemic Period. In: Peng S, Hsieh S, Gopalakrishnan S & Duraisamy B (eds.) Intelligent Computing and Innovation on Data Science. Lecture Notes in Networks and Systems, 248. 2nd International Conference on Technology Innovation and Data Sciences, ICTIDS 2021, Petaling Jaya, Malaysia, 19.02.2021-20.02.2021. Singapore: Springer, pp. 157-166. https://doi.org/10.1007/978-981-16-3153-5_19

Conference Proceeding

A formal model of Algorand smart contracts

Bartoletti M, Bracciali A, Lepore C, Scalas A & Zunino R (2021) A formal model of Algorand smart contracts. In: Borisov N & Diaz C (eds.) Financial Cryptography and Data Security. FC 2021. Lecture Notes in Computer Science, 12674. International Conference on Financial Cryptography and Data Security, Online, 01.03.2021-05.03.2021. Cham, Switzerland: Springer, pp. 93-114. https://doi.org/10.1007/978-3-662-64322-8_5

Conference Proceeding

Mining Markov Network Surrogates to Explain the Results of Metaheuristic Optimisation

Brownlee A, Wallace A & Cairns D (2021) Mining Markov Network Surrogates to Explain the Results of Metaheuristic Optimisation. In: Martin K, Wiratunga N & Wijekoon A (eds.) Proceedings of the SICSA eXplainable Artifical Intelligence Workshop 2021. CEUR Workshop Proceedings, 2894. SICSA eXplainable Artifical Intelligence Workshop 2021, Aberdeen, 01.06.2021-01.06.2021. Aachen: CEUR Workshop Proceedings, pp. 64-70. http://ceur-ws.org/Vol-2894/short9.pdf

Article

Exploring the role of non-pharmaceutical interventions (NPIs) in flattening the Greek COVID-19 epidemic curve

Mavragani A & Gkillas K (2021) Exploring the role of non-pharmaceutical interventions (NPIs) in flattening the Greek COVID-19 epidemic curve. Scientific Reports, 11 (1), Art. No.: 11741. https://doi.org/10.1038/s41598-021-90293-5

Article

Construction of Artificial Point Sources for a Linear Wave Equation in Unknown Medium

Kirpichnikova A, Korpela J, Lassas M & Oksanen L (2021) Construction of Artificial Point Sources for a Linear Wave Equation in Unknown Medium. SIAM Journal on Control and Optimization, 59 (5), pp. 3737-3761. https://doi.org/10.1137/20M136904X

Article

A MultiObjective Optimization Approach for Integrated Timetabling and Vehicle Scheduling with Uncertainty

Shen Y, Xie W & Li J (2021) A MultiObjective Optimization Approach for Integrated Timetabling and Vehicle Scheduling with Uncertainty. Journal of Advanced Transportation, 2021, Art. No.: 3529984. https://doi.org/10.1155/2021/3529984

Book Chapter

A more-than-human approach to researching AI at work: Alternative narratives for human and AI co-workers

Thompson TL & Graham B (2021) A more-than-human approach to researching AI at work: Alternative narratives for human and AI co-workers. In: Bonderup Dohn N, Jørgen Hansen J, Børsen Hansen S, Ryberg T & de Laat M (eds.) Conceptualizing and innovating education and work with networked learning. Research in Networked Learning. Cham, Switzerland: Springer International Publishing, pp. 171-187. https://doi.org/10.1007/978-3-030-85241-2_10

Article

An Introduction to Deep Morphological Networks

Nogueira K, Chanussot J, Mura MD & Dos Santos JA (2021) An Introduction to Deep Morphological Networks. IEEE Access, 9, pp. 114308-114324. https://doi.org/10.1109/access.2021.3104405

Conference Proceeding

JPEG Fake Media: a provenance-based sustainable approach to secure and trustworthy media annotation

Temmermans F, Bhowmik D, Pereira F & Ebrahimi T (2021) JPEG Fake Media: a provenance-based sustainable approach to secure and trustworthy media annotation. In: Ebrahimi T & Tescher AG (eds.) Applications of Digital Image Processing XLIV. Proceedings of SPIE, 11842. Applications of Digital Image Processing XLIV, San Diego, United States, 01.08.2021-05.08.2021. Bellingham, WA: SPIE, pp. 11842-24. https://doi.org/10.1117/12.2597556

Conference Proceeding

Matching creeping waves with lit area diffraction field

Kirpichnikova A & Kirpichnikova N (2021) Matching creeping waves with lit area diffraction field. In: Motygin OV, Kiselev AP, Goray LI & Kirpichnikova AS (eds.) Proceedings of the International Conference "Days on Diffraction 2021", St. Petersburg, Russia. Days on Diffraction 2021, Saint-Petersburg, Russia, 31.05.2021-04.06.2021. IEEE Russia, pp. 98-102. http://www.pdmi.ras.ru/~dd/proceedings.php; https://doi.org/10.1109/DD52349.2021.9598659

Article

Cross-sectional telephone surveys as a tool to study epidemiological factors and monitor seasonal influenza activity in Malta

Marmara V, Marmara D, McMenemy P & Kleczkowski A (2021) Cross-sectional telephone surveys as a tool to study epidemiological factors and monitor seasonal influenza activity in Malta. BMC Public Health, 21 (1), Art. No.: 1828. https://doi.org/10.1186/s12889-021-11862-x

Article

Towards Optimizing WLANs Power Saving: Context-Aware Listen Interval

Saeed A & Kolberg M (2021) Towards Optimizing WLANs Power Saving: Context-Aware Listen Interval. IEEE Access, 9, pp. 141513-141523. https://doi.org/10.1109/ACCESS.2021.3120348

Article

Antenna Position Estimation Through Subsampled Exponential Analysis of Signals in the Near Field

Louw R, Knaepkens F, Cuyt A, Lee W, Wijnholds SJ, de Villiers DIL & Weideman R (2021) Antenna Position Estimation Through Subsampled Exponential Analysis of Signals in the Near Field. URSI Radio Science Letters, 3. https://doi.org/10.46620/21-0062

Article

Public Perception of the Fifth Generation of Cellular Networks (5G) on Social Media

Dashtipour K, Taylor W, Ansari SS, Zahid A, Sambo Y, Abbasi QH & Imran MA (2021) Public Perception of the Fifth Generation of Cellular Networks (5G) on Social Media. Frontiers in Big Data, 4, Art. No.: 640868. https://doi.org/10.3389/fdata.2021.640868

Conference Proceeding

Antenna position estimation through sub-sampled exponential analysis of harmonically related input signals

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

Article

A Review and Comparison of the State-of-the-Art Techniques for Atrial Fibrillation Detection and Skin Hydration

Liaqat S, Dashtipour K, Zahid A, Arshad K, Ullah S, Assaleh K & Ramzan N (2021) A Review and Comparison of the State-of-the-Art Techniques for Atrial Fibrillation Detection and Skin Hydration. Frontiers in Communications and Network, 2, Art. No.: 679502. https://doi.org/10.3389/frcmn.2021.679502

Conference Proceeding

Monitoring Aquatic Weeds In Indian Wetlands Using Multitemporal Remote Sensing Data With Machine Learning Techniques

Akbari V, Simpson M, Maharaj S, Marino A, Bhowmik D, Prabhu GN, Rupavatharam S, Datta A, Kleczkowski A & Sujeetha JARP (2021) Monitoring Aquatic Weeds In Indian Wetlands Using Multitemporal Remote Sensing Data With Machine Learning Techniques. In: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS. International Geoscience and Remote Sensing Symposium (IGARSS), Belgium, 12.07.2021-16.07.2021. Piscataway, NJ, USA: IEEE. https://doi.org/10.1109/IGARSS47720.2021.9553207

Conference Proceeding

An Introduction to the JPEG Fake Media Initiative

Temmermans F, Bhowmik D, Pereira F & Ebrahimi T (2021) An Introduction to the JPEG Fake Media Initiative. In: 2021 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR). IEEE 4th International Conference on Multimedia Information Processing and Retrieval (IEEE MIPR 2021), Virtual, 08.09.2021-10.09.2021. Piscataway, NJ, USA: IEEE. https://doi.org/10.1109/MIPR51284.2021.00075

Article

A new phylodynamic model of Mycobacterium bovis transmission in a multi-host system uncovers the role of the unobserved reservoir

O’Hare A, Balaz D, Wright DM, McCormick C, McDowell S, Trewby H, Skuce RA & Kao RR (2021) A new phylodynamic model of Mycobacterium bovis transmission in a multi-host system uncovers the role of the unobserved reservoir. PLOS Computational Biology, 17 (6), Art. No.: e1009005. https://doi.org/10.1371/journal.pcbi.1009005

Conference Proceeding

Comparing a Game v. Non-Game approach for plant provenance public education

Docherty C, Rutherford A, Jones G & Maharaj S (2021) Comparing a Game v. Non-Game approach for plant provenance public education. In: Gabron S (ed.) GSGS '21 - International Conference on Gamification and Serious Game Proceeding. Gamification & Serious Game Symposium. GSGS '21 - International Conference on Gamification and Serious Game, Lausanne, Switzerland, 28.06.2021-09.07.2021. Dublin: Digital Kingdom. https://gsgs.ch/wp-content/uploads/2021/07/gsgs21.pdf

Conference Proceeding

Exploring the Accuracy - Energy Trade-off in Machine Learning

Brownlee A, Adair J, Haraldsson S & Jabbo J (2021) Exploring the Accuracy - Energy Trade-off in Machine Learning. In: 2021 IEEE/ACM International Workshop on Genetic Improvement (GI). Genetic Improvement Workshop at 43rd International Conference on Software Engineering, Madrid, Spain, 30.05.2021-30.05.2021. Piscataway, NJ: IEEE. https://doi.org/10.1109/GI52543.2021.00011

Conference Proceeding

Decomposing Textures Using Exponential Analysis

Hou Y, Cuyt A, Lee W & Bhowmik D (2021) Decomposing Textures Using Exponential Analysis. In: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE International Conference on Acoustics, Speech and Signal Processing, Toronto, Ontario, Canada, 06.06.2021-11.06.2021. Piscataway: IEEE. https://doi.org/10.1109/ICASSP39728.2021.9413909

Article

Towards improved clustering and routing protocol for wireless sensor networks

Alharbi MA, Kolberg M & Zeeshan M (2021) Towards improved clustering and routing protocol for wireless sensor networks. EURASIP Journal on Wireless Communications and Networking, 2021 (1), Art. No.: 46. https://doi.org/10.1186/s13638-021-01911-9

Article

AiRound and CV-BrCT: Novel Multiview Datasets for Scene Classification

Machado G, Ferreira E, Nogueira K, Oliveira H, Brito M, Gama PHT & Santos JAd (2021) AiRound and CV-BrCT: Novel Multiview Datasets for Scene Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, pp. 488-503. https://doi.org/10.1109/JSTARS.2020.3033424

Conference Proceeding

Video Watermarking for Persistent and Robust Tracking of Entertainment Content (PARTEC)

Bhowmik D, Abhayaratne C & Green S (2021) Video Watermarking for Persistent and Robust Tracking of Entertainment Content (PARTEC). In: Mandal JK, Mukherjee I, Bakshi S, Chatterji S & Sa PK (eds.) Computational Intelligence and Machine Learning. Advances in Intelligent Systems and Computing, 1276. 7th International Conference on Advanced Computing, Networking, and Informatics (ICACNI 2019), West Bengal, India. Singapore: Springer, pp. 185-198. https://doi.org/10.1007/978-981-15-8610-1_19

Conference Proceeding

Effective use of evolutionary computation to parameterise an epidemiological model

Mitchell R, Cairns D, Hamami D, Pollock K & Shankland C (2021) Effective use of evolutionary computation to parameterise an epidemiological model. In: Cazzaniga P, Besozzi D, Merelli I & Manzoni L (eds.) Computational Intelligence Methods for Bioinformatics and Biostatistics. Lecture Notes in Computer Science, 12313. CIBB 2019: 16th International Conference on Computational Intelligence methods for Bioinformatics and Biostatistics, Bergamo, Italy, 04.09.2019-06.09.2019. Cham, Switzerland: Springer. https://doi.org/10.1007/978-3-030-63061-4_3

Conference Proceeding

Assessing hydrological dynamics of Guyana's North Rupununi wetlands using Sentinel-1 SAR imagery change detection analysis on Google Earth Engine

Ruiz-Ramos J, Berardi A, Marino A, Bhowmik D & Simpson M (2021) Assessing hydrological dynamics of Guyana's North Rupununi wetlands using Sentinel-1 SAR imagery change detection analysis on Google Earth Engine. In: 2020 IEEE India Geoscience and Remote Sensing Symposium (InGARSS). IEEE International India Geoscience and Remote Sensing Symposium 2020 (InGARSS), Online, 02.12.2020-05.12.2020. Piscataway, NJ, USA: IEEE. https://doi.org/10.1109/InGARSS48198.2020.9358961

Conference Proceeding

Monitoring water hyacinth in Kuttanad, India using Sentinel-1 SAR data

Simpson M, Marino A, Prabhu GN, Bhowmik D, Rupavatharam S, Datta A, Kleczkowski A, Sujeetha JARP & Maharaj S (2021) Monitoring water hyacinth in Kuttanad, India using Sentinel-1 SAR data. In: 2020 IEEE India Geoscience and Remote Sensing Symposium (InGARSS). IEEE International India Geoscience and Remote Sensing Symposium 2020 (InGARSS), Online, 02.12.2020-05.12.2020. Piscataway, NJ, USA: IEEE. https://doi.org/10.1109/InGARSS48198.2020.9358977

Book Chapter

Advanced Kidney Disease Patient Portal: Implementation and Evaluation with Haemodialysis Patients

Meiklem R, Stevenson K, Richarz S, Kingsmore DB, Bouamrane M, Dunlop M & Thomson P (2021) Advanced Kidney Disease Patient Portal: Implementation and Evaluation with Haemodialysis Patients. In: Proceedings of the 18th International IFIP Conference on Human-Computer Interaction – INTERACT 2021.. Springer International Publishing, pp. 175-196. https://link.springer.com/chapter/10.1007/978-3-030-85616-8_12; https://doi.org/10.1007/978-3-030-85616-8_12

Article

Dynastic Potential Crossover Operator

Chicano F, Ochoa G, Whitley LD & Tinós R (2021) Dynastic Potential Crossover Operator. Evolutionary Computation. https://doi.org/10.1162/evco_a_00305

Article

A chance-constrained programming model for airport ground movement optimisation with taxi time uncertainties

Wang X, Brownlee AEI, Weiszer M, Woodward JR, Mahfouf M & Chen J (2021) A chance-constrained programming model for airport ground movement optimisation with taxi time uncertainties. Transportation Research Part C: Emerging Technologies, 132, Art. No.: 103382. https://doi.org/10.1016/j.trc.2021.103382

Article

Remote diagnosis of surgical-site infection using a mobile digital intervention: a randomised controlled trial in emergency surgery patients

McLean KA, Mountain KE, Shaw CA, Drake TM, Pius R, Knight SR, Fairfield CJ, Sgrò A, Bouamrane M, Cambridge WA, Lyons M, Riad A, Skipworth RJE, Wigmore SJ, Potter MA, Harrison EM, Baweja K, Cambridge WA, Chauhan V, Czyzykowska K, Edirisooriya M, Forsyth A, Fox B, Fretwell J, Gent C, Gherman A, Green L, Grewar J, Heelan S, Henshall D, Iiuoma C, Jayasangaran S, Johnston C, Kennedy E, Kremel D, Kung J, Kwong J, Leavy C, Liu J, Mackay S, MacNamara A, Mowitt S, Musenga E, Ng N, Ng ZH, O’Neill S, Ramage M, Reed J, Riad A, Scott C, Sehgal V, Sgrò A, Steven L, Stutchfield B, Tominey S, Wilson W, Wojtowicz M, Yang J & TWIST Collaborators (2021) Remote diagnosis of surgical-site infection using a mobile digital intervention: a randomised controlled trial in emergency surgery patients. npj Digital Medicine, 4 (1). https://www.nature.com/articles/s41746-021-00526-0; https://doi.org/10.1038/s41746-021-00526-0

Commentary

Genetic Improvement @ ICSE 2021: Personal reflection of a Workshop Participant

Brownlee A (2021) Genetic Improvement @ ICSE 2021: Personal reflection of a Workshop Participant. ACM SIGSOFT Software Engineering Notes, 46 (4), pp. 28-30. https://doi.org/10.1145/3485952.3485960

Article

Improved Unequal-Clustering and Routing Protocol

Alharbi MA & Kolberg M (2021) Improved Unequal-Clustering and Routing Protocol. IEEE Sensors Journal, 21 (20), pp. 23711-23721. https://doi.org/10.1109/jsen.2021.3111698

Article

A Novel Context-Aware Multimodal Framework for Persian Sentiment Analysis

Dashtipour K, Gogate M, Cambria E & Hussain A (2021) A Novel Context-Aware Multimodal Framework for Persian Sentiment Analysis. Neurocomputing, 457, pp. 377-388. https://doi.org/10.1016/j.neucom.2021.02.020

Article

Search trajectory networks: A tool for analysing and visualising the behaviour of metaheuristics

Ochoa G, Malan KM & Blum C (2021) Search trajectory networks: A tool for analysing and visualising the behaviour of metaheuristics. Applied Soft Computing, 109, Art. No.: 107492. https://doi.org/10.1016/j.asoc.2021.107492

Article

Predicting range shifts of African apes under global change scenarios

Carvalho JS, Graham B, Bocksberger G, Maisels F, Williamson EA, Wich S, Sop T, Amarasekaran B, Barca B, Barrie A, Bergl RA, Boesch C, Boesch H, Brncic TM & Morgan BJ (2021) Predicting range shifts of African apes under global change scenarios. Diversity and Distributions, 27 (9), pp. 1663-1679. https://doi.org/10.1111/ddi.13358

Article

Noninvasive Low-cost Method to Identify Armadillos' Burrows: A Machine Learning Approach

Rodrigues TF, Nogueira K & Chiarello AG (2021) Noninvasive Low-cost Method to Identify Armadillos' Burrows: A Machine Learning Approach. Wildlife Society Bulletin, 45 (3), pp. 396-401. https://doi.org/10.1002/wsb.1222

Article

Semantic segmentation of tree-canopy in urban environment with pixel-wise deep learning

Martins JAC, Nogueira K, Osco LP, Gomes FDG, Furuya DEG, Gonçalves WN, Sant’ana DA, Ramos APM, Liesenberg V, dos Santos JA, de Oliveira PTS & Marcato Junior J (2021) Semantic segmentation of tree-canopy in urban environment with pixel-wise deep learning. Remote Sensing, 13 (16), Art. No.: 3054. https://doi.org/10.3390/rs13163054

Article

On the Introduction of Automatic Program Repair in Bloomberg

Kirbas S, Windels E, McBello O, Kells K, Pagano M, Szalanski R, Nowack V, Winter E, Counsell S, Bowes D, Hall T, Haraldsson S & Woodward J (2021) On the Introduction of Automatic Program Repair in Bloomberg. IEEE Software, 38 (4), pp. 43-51. https://doi.org/10.1109/ms.2021.3071086

Article

Semantic segmentation of citrus-orchard using deep neural networks and multispectral UAV-based imagery

Osco LP, Nogueira K, Marques Ramos AP, Faita Pinheiro MM, Furuya DEG, Gonçalves WN, de Castro Jorge LA, Marcato Junior J & dos Santos JA (2021) Semantic segmentation of citrus-orchard using deep neural networks and multispectral UAV-based imagery. Precision Agriculture, 22 (4), pp. 1171-1188. https://doi.org/10.1007/s11119-020-09777-5

Article

A multi objective volleyball premier league algorithm for green scheduling identical parallel machines with splitting jobs

Salimifard K, Li J, Mohammadi D & Moghdani R (2021) A multi objective volleyball premier league algorithm for green scheduling identical parallel machines with splitting jobs. Applied Intelligence, 51 (7), pp. 4143-4161. https://doi.org/10.1007/s10489-020-02027-1