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  • 2021

    A Hybrid Multiobjective Solution for the Short-term Hydro-power Dispatch Problem: A Swarm Evolutionary Approach

    Marcelino, C. G., de Oliveira, L. B., Wanner, E. F., Delgado, C. A. D. M., Jiménez-Fernández, S. & Salcedo-Sanz, S., 9 Aug 2021, 2021 IEEE Congress on Evolutionary Computation, CEC 2021 - Proceedings. IEEE, p. 193-200 (2021 IEEE Congress on Evolutionary Computation, CEC 2021 - Proceedings).

    Research output: Chapter in Book/Published conference output › Conference publication

  • A Large-Scale English Multi-Label Twitter Dataset for Cyberbullying and Online Abuse Detection

    Salawu, S., Lumsden, J. & He, Y., Aug 2021, Proceedings of the 5th Workshop on Online Abuse and Harms (WOAH 2021). Mostafazedeh Davani, A., Kiela, D., Lambert, M., Vidgen, B., Prabhakaran, V. & Waseem, Z. (eds.). Association for Computational Linguistics, p. 146-156 11 p.

    Research output: Chapter in Book/Published conference output › Conference publication

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  • A Lumped, Resonant Switched Capacitor Converter

    K., N. N., Umanand, L., Cross, A. & Taghizadeh, H., 10 Nov 2021, IECON 2021 - 47th Annual Conference of the IEEE Industrial Electronics Society. IEEE, (IECON Proceedings (Industrial Electronics Conference); vol. 2021-October).

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access

  • An approximate MIP-DoM calculation for multi-objective optimization using affinity propagation clustering algorithm

    Lopes, C. L. V., Martins, F. V. C., Wanner, E. F. & Deb, K., 8 Jul 2021, GECCO 2021 Companion - Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion. ACM, p. 185-186 (GECCO 2021 Companion - Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion).

    Research output: Chapter in Book/Published conference output › Conference publication

  • An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers

    Ranasinghe, T., Orasan, C. & Mitkov, R., Aug 2021, Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing. Association for Computational Linguistics (ACL), Vol. 2. p. 434-440

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access

  • A Simulation-Based Approach for the Behavioural Analysis of Cancer Pathways

    Silvina, A., Redeker, G., Webber, T. & Bowles, J., 5 Mar 2021, From Data to Models and Back - 9th International Symposium, DataMod 2020, Revised Selected Papers. Bowles, J., Broccia, G. & Nanni, M. (eds.). Springer, p. 57-71 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12611 LNCS).

    Research output: Chapter in Book/Published conference output › Conference publication

  • A Simulation Study on Demand Disruptions and Limited Resources for Healthcare Provision

    Bowles, J., Czekster, R. M., Redeker, G. & Webber, T., 5 Mar 2021, From Data to Models and Back - 9th International Symposium, DataMod 2020, Revised Selected Papers. Bowles, J., Broccia, G. & Nanni, M. (eds.). Springer, p. 87-103 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12611 LNCS).

    Research output: Chapter in Book/Published conference output › Conference publication

  • AUTO-APPRAISAL OF VOLTAGE RATING FOR SWITCHED-CAPACITOR DC-DC CONVERTERS

    Taghizadeh, H., Cross, A. & Narayanan-Kuruveettil, N., 22 Sept 2021, IET Conference Proceedings. 7 ed. IET, Vol. 2020. p. 176-181 6 p.

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access

  • Automated recognition of construction workers’ physical fatigue based on foot plantar patterns captured from a wearable insole pressure system

    Antwi Afari, M. F., Li, H., Webb, D., Anwer, S., Seo, J. O., Park, K. S. & Torku, A., 11 Aug 2021, 9th West Africa Built Environment Research (WABER) Conference.

    Research output: Chapter in Book/Published conference output › Conference publication

  • Axial Generation: A Concretism-Inspired Method for Synthesizing Highly Varied Artworks

    Easton, E., Ekárt, A. & Bernardet, U., 2 Apr 2021, Artificial Intelligence in Music, Sound, Art and Design - 10th International Conference, EvoMUSART 2021, Held as Part of EvoStar 2021, Proceedings. Romero, J., Martins, T. & Rodríguez-Fernández, N. (eds.). Springer, p. 115-130 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12693 LNCS).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Axiomatic Reals and Certified Efficient Exact Real Computation

    Konečný, M., Park, S. & Thies, H., 17 Nov 2021, Logic, Language, Information, and Computation - 27th International Workshop, WoLLIC 2021, Proceedings: 27th International Workshop, WoLLIC 2021. Silva, A., Wassermann, R. & de Queiroz, R. (eds.). Berlin / Heidelberg: Springer, Vol. 13038. p. 252-268 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13038 LNCS).

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  • BDMPathfinder: a tool for exploring attack paths in models defined by Boolean logic Driven Markov Processes

    Czekster, R. M. & Morisset, C., 18 Nov 2021, 2021 17th European Dependable Computing Conference (EDCC). IEEE, p. 83-86 4 p. 9603591. (2021 17th European Dependable Computing Conference (EDCC)).

    Research output: Chapter in Book/Published conference output › Conference publication

  • BERT-Based Transformers for Early Detection of Mental Health Illnesses

    Martínez-Castaño, R., Htait, A., Azzopardi, L. & Moshfeghi, Y., 14 Sept 2021, Experimental IR Meets Multilinguality, Multimodality, and Interaction: 12th International Conference of the CLEF Association, CLEF 2021, Virtual Event, September 21–24, 2021, Proceedings. Candan, K. S., Ionescu, B., Goeuriot, L., Larsen, B., Mueller, H., Joly, A., Maistro, M., Piroi, F., Faggioli, G. & Ferro, N. (eds.). p. 189-200 (Lecture Notes in Computer Science; vol. 12880).

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  • Can Multilingual Transformers Fight the COVID-19 Infodemic?

    Uyangodage , L., Ranasinghe, T. & Hettiarachchi, H., Sept 2021, Proceedings of the International Conference Recent Advances in Natural Language Processing 2021: Deep Learning for Natural Language Processing Methods and Applications. p. 1432-1437 16 p.

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access

  • Cloud-Agnostic and Lightweight Big Data Processing Platform in Multiple Clouds Using Docker Swarm and Terraform

    Naik, N., 17 Nov 2021, UK Workshop on Computational Intelligence (UKCI 2021). Jansen, T., Jensen, R., Mac Parthaláin, N. & C.M., L. (eds.). Springer, p. 519-531 (Advances in Intelligent Systems and Computing; vol. 1409).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Comparing Approaches to Dravidian Language Identification

    Jauhiainen, T., Ranasinghe, T. & Zampieri, M., Apr 2021, Proceedings of the Eighth Workshop on NLP for Similar Languages, Varieties and Dialects. Association for Computational Linguistics (ACL), p. 120-127 8 p.

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  • Comprehending Concurrency and Consistency in Distributed Systems

    Naik, N., 28 Oct 2021, ISSE 2021 - 7th IEEE International Symposium on Systems Engineering, Proceedings. IEEE, p. 1-6 6 p. (2021 IEEE International Symposium on Systems Engineering (ISSE)).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Convolutional Neural Networks with Multiple Layers per Span for Nonlinearity Mitigation in Long-Haul WDM Transmission Systems

    Sidelnikov, O., Redyuk, A., Sygletos, S., Fedoruk, M. & Turitsyn, S., 30 Sept 2021, 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021. The Optical Society, (Optics InfoBase Conference Papers).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Cross-lingual Offensive Language Identification for Low Resource Languages: The Case of Marathi

    Gaikwad, S. G., Ranasinghe, T., Zampieri, M. & Homan, C., Sept 2021, Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021). 7 p.

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  • Demystifying Properties of Distributed Systems

    Naik, N., 28 Oct 2021, ISSE 2021 - 7th IEEE International Symposium on Systems Engineering, Proceedings. IEEE, p. 1-8 8 p. (2021 IEEE International Symposium on Systems Engineering (ISSE)).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Design of a Trustworthy and Resilient Data Sharing Platform for Healthcare Provision

    Banton, M., Bowles, J., Silvina, A. & Webber, T., 8 Sept 2021, Dependable Computing – EDCC 2021 Workshops - DREAMS, DSOGRI, SERENE 2021, Proceedings. Adler, R., Bennaceur, A., Burton, S., Di Salle, A., Nostro, N., Olsen, R. L., Saidi, S., Schleiss, P., Schneider, D. & Schwefel, H.-P. (eds.). Springer, p. 144-151 8 p. (Communications in Computer and Information Science; vol. 1462).

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access

  • Design of Survivable Metro-Aggregation Networks based on Digital Subcarrier Routing

    Hosseini, M. M., Pedro, J., Napoli, A., Costa, N., Prilepsky, J. E. & Turitsyn, S. K., Dec 2021, 2021 IEEE Global Communications Conference (GLOBECOM). IEEE

    Research output: Chapter in Book/Published conference output › Conference publication

  • Digital compensation of residual pump dithering in optical phase conjugation of high-order QAM

    Nguyen, T. T., Boscolo, S., Ali, A. A. I., Tan, M., Sygletos, S., Takasaka, S., Sugizaki, R. & Ellis, A. D., 26 Jul 2021, 2021 Optical Fiber Communications Conference and Exhibition (OFC). 3 p. M3I.4. (Optics InfoBase Conference Papers).

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  • Diversity-Driven Selection Operator for Combinatorial Optimization

    Carrano, E. G., Campelo, F. & Takahashi, R., 24 Mar 2021, Evolutionary Multi-Criterion Optimization - 11th International Conference, EMO 2021, Proceedings: EMO 2021: Evolutionary Multi-Criterion Optimization. Ishibuchi, H., Zhang, Q., Cheng, R., Li, K., Li, H., Wang, H. & Zhou, A. (eds.). Springer, p. 178-190 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12654 LNCS).

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  • Does Sovrin Network Offer Sovereign Identity?

    Naik, N. & Jenkins, P., 28 Oct 2021, ISSE 2021 - 7th IEEE International Symposium on Systems Engineering, Proceedings. IEEE, p. 1-6 6 p. (ISSE 2021 - 7th IEEE International Symposium on Systems Engineering, Proceedings).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Dual-polarization C+L-band wavelength conversion in a twin-core highly nonlinear fibre

    Szabó, Á. D., Ribeiro, V., Gaur, C. B., Ali, A. A. I., Mussot, A., Quiquempois, Y., Bouwmans, G. & Doran, N. J., 26 Jul 2021, 2021 Optical Fiber Communications Conference and Exhibition (OFC). IEEE, 3 p.

    Research output: Chapter in Book/Published conference output › Conference publication

  • Electromyography Signal-Based Gesture Recognition for Human-Machine Interaction in Real-Time Through Model Calibration

    Dolopikos, C., Pritchard, M., Bird, J. J. & Faria, D. R., 16 Apr 2021, Advances in Information and Communication - Proceedings of the 2021 Future of Information and Communication Conference, FICC. Arai, K. (ed.). Springer, p. 898-914 17 p. (Advances in Intelligent Systems and Computing; vol. 1364 AISC).

    Research output: Chapter in Book/Published conference output › Conference publication

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  • End-to-End Deep Learning of Long-Haul Coherent Optical Fiber Communications via Regular Perturbation Model

    Neskorniuk, V., Carnio, A., Bajaj, V., Marsella, D., Turitsyn, S. K., Prilepsky, J. E. & Aref, V., 26 Jul 2021, ECOC Exhibition 2021. 4 p.

    Research output: Chapter in Book/Published conference output › Conference publication

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  • Enhanced Bragg Resonances in Small Period Long Period Fiber Grating Fabricated with Femtosecond Laser Line by Line Technique

    Shen, F., Jiang, H., Xia, H., Xie, K., Shu, X., Zhou, K. & Zhang, L., 19 Oct 2021, 2021 19th International Conference on Optical Communications and Networks (ICOCN). IEEE, p. 1-3 3 p. 9563726

    Research output: Chapter in Book/Published conference output › Conference publication

  • Evaluating Automatically Generated YARA Rules and Enhancing Their Effectiveness

    Naik, N., Jenkins, P., Cooke, R., Gillett, J. & Jin, Y., 5 Jan 2021, 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020. IEEE, p. 1146-1153 8 p. 9308179. (2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020).

    Research output: Chapter in Book/Published conference output › Conference publication

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  • Evaluating Clustering Meta-features for Classifier Recommendation

    Garcia, L., Campelo, F., Ramos, G., Rivolli, A. & de Carvalho, A., 28 Nov 2021, Intelligent Systems - 10th Brazilian Conference, BRACIS 2021, Proceedings, Part 1. Britto, A. & Valdivia Delgado, K. (eds.). Springer, p. 453-467 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13073 LNAI).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Experimental Analysis of Mismatched Soft-Demapping for Probabilistic Shaping in Short-Reach Nonlinear Transmission

    Skvortcov, P., Millar, D. S., Phillips, I., Forysiak, W., Koike-Akino, T., Kojima, K. & Parsons, K., 22 Nov 2021, 2021 European Conference on Optical Communication, ECOC 2021. IEEE

    Research output: Chapter in Book/Published conference output › Conference publication

  • Experimental verification of 64-Gbd/64-QAM interworking of probabilistic shaping with a digital resolution enhancer

    Abu-Romoh, M., Nguyen, T. T., Skvortcov, P., Yoffe, Y., Phillips, I., Drenski, T. & Forysiak, W., 26 Jul 2021, 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings. IEEE, 3 p. 9489772. (2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings).

    Research output: Chapter in Book/Published conference output › Conference publication

  • fBERT: A Neural Transformer for Identifying Offensive Content

    Sarkar, D., Zampieri, M., Ranasinghe, T. & Ororbia, A., Nov 2021, Findings of the Association for Computational Linguistics: EMNLP 2021. Association for Computational Linguistics (ACL), p. 1792-1798

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access

  • First Experimental Mach-Zehnder FOPA for Polarization- and Wavelength-Division-Multiplexed Signals

    Bessin, F., Gordienko, V., Ferreira, F. & Doran, N., 22 Nov 2021, First Experimental Mach-Zehnder FOPA for Polarization- and Wavelength-Division-Multiplexed Signals. IEEE

    Research output: Chapter in Book/Published conference output › Conference publication

  • From a Series of (Un)fortunate Events to Global Explainability of Runtime Model-Based Self-Adaptive Systems

    Parra-Ullauri, J. M., Garcia-Dominguez, A. & Bencomo, N., 20 Dec 2021, 2021 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C). IEEE, p. 807-816 10 p.

    Research output: Chapter in Book/Published conference output › Conference publication

  • Fuzzy Hashing Aided Enhanced YARA Rules for Malware Triaging

    Naik, N., Jenkins, P., Savage, N., Yang, L., Naik, K., Song, J., Boongoen, T. & Iam-On, N., 5 Jan 2021, 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020. IEEE, p. 1138-1145 8 p. 9308189. (2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020).

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  • Fuzzy Intelligent System for Improving High Availability of a Docker-Based Hybrid Cloud Infrastructure

    Naik, N., 17 Nov 2021, UK Workshop on Computational Intelligence (UKCI 2021). Jansen, T., Jensen, R., Mac Parthaláin, N. & Lin, C. M. (eds.). Springer, p. 38-50 (Advances in Intelligent Systems and Computing; vol. 1409).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Gamified and Self-Adaptive Applications for the Common Good: Research Challenges Ahead

    Bucchiarone, A., Cicchetti, A., Bencomo, N., Loria, E. & Marconi, A., 29 Jun 2021, Proceedings - 2021 International Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2021. IEEE, p. 149-155 7 p. 9462009. (Proceedings - 2021 International Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2021).

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  • Generation of human-aware navigation maps using graph neural networks

    Rodriguez-Criado, D., Bachiller-Burgos, P. & Manso, L. J., 6 Dec 2021, Artificial Intelligence XXXVIII - 41st SGAI International Conference on Artificial Intelligence, AI 2021, Proceedings. Bramer, M. & Ellis, R. (eds.). Springer, p. 19-32 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13101 LNAI).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Impact of Chromatic Dispersion in Discrete Raman Amplifiers on Coherent Transmission Systems

    Hazarika, P., Abu-Romoh, M., Tan, M., Krzczanowicz, L., Nguyen, T. T., Iqbal, M. A., Phillips, I., Harper, P., Li, M. J. & Forysiak, W., 26 Jul 2021, 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings. IEEE, 9489536. (2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Intrusion Detection for Industrial Control Systems by Machine Learning using Privileged Information

    Pordelkhaki, M., Fouad , S. & Josephs, M., 8 Oct 2021, 19th Annual IEEE International Conference on Intelligence and Security Informatics (ISI). IEEE

    Research output: Chapter in Book/Published conference output › Conference publication

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  • Investigating the Potential Impact of Values on Requirements and Software Engineering

    Sutcliffe, A., Sawyer, P., Liu, W. & Bencomo, N., 7 May 2021, Proceedings - 2021 IEEE/ACM 43rd International Conference on Software Engineering: Software Engineering in Society, ICSE-SEIS 2021. IEEE, p. 39-47 9 p. 9402169. (Proceedings - International Conference on Software Engineering; vol. 2021-May).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Kernel-Based Learning-Aided Phase Noise Compensation in Dual-Pump Optical Phase Conjugation Coherent System

    Nguyen, T. T., Boscolo, S., Ali, A., Tan, M., Zhang, T., Takasaka, S., Sugizaki, R., Sygletos, S. & Ellis, A. D., 26 Jul 2021, 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings. IEEE, 3 p. (2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings).

    Research output: Chapter in Book/Published conference output › Conference publication

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  • Look and listen: A multi-modality late fusion approach to scene classification for autonomous machines

    Bird, J. J., Faria, D. R., Premebida, C., Ekart, A. & Vogiatzis, G., 10 Feb 2021, 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2020. IEEE, p. 10380-10385 6 p. 9341557. (IEEE International Conference on Intelligent Robots and Systems).

    Research output: Chapter in Book/Published conference output › Conference publication

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  • MUDES: Multilingual Detection of Offensive Spans

    Ranasinghe, T. & Zampieri, M., Jun 2021, NAACL: North American Chapter of the Association for Computational Linguistics. Association for Computational Linguistics (ACL), p. 144-152 9 p.

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  • Multi-band programmable gain Raman amplifier for high-capacity optical networks

    De Moura, U. C., Iqbal, M. A., Kamalian, M., Krzczanowicz, L., Da Ros, F., Rosa Brusin, A. M., Carena, A., Forysiak, W., Turitsyn, S. & Zibar, D., 12 Nov 2021, 2021 IEEE Photonics Conference (IPC). IEEE, (2021 IEEE Photonics Conference (IPC)).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Network-Aware Genetic Algorithms for the Coordination of MALE UAV Networks

    Giagkos, A., Wilson, M. S. & Bancroft, B., 2021, Towards Autonomous Robotic Systems - 22nd Annual Conference, TAROS 2021, Proceedings. Fox, C., Gao, J., Ghalamzan Esfahani, A., Saaj, M., Hanheide, M. & Parsons, S. (eds.). Springer, p. 116-125 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13054 LNAI).

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  • Noise-Resistant Optical Implementation of Analogue Neural Networks

    Arguello Ron, D., Kamalian Kopae, M. & Turitsyn, S. K., 30 Sept 2021, 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021. IEEE

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  • Objective Sampling Strategies for Generalized Locomotion Behavior with Lexicase Selection

    Moore, J. M. & Stanton, A., 19 Jul 2021, (E-pub ahead of print) The 2021 Conference on Artificial Life. 8 p.

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