{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,2]],"date-time":"2026-01-02T07:11:28Z","timestamp":1767337888653,"version":"build-2065373602"},"publisher-location":"New York, NY, USA","reference-count":20,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,7,14]]},"DOI":"10.1145\/3712255.3726623","type":"proceedings-article","created":{"date-parts":[[2025,8,11]],"date-time":"2025-08-11T15:18:11Z","timestamp":1754925491000},"page":"691-694","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Class Incremental Learning for Algorithm Selection"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-9199-005X","authenticated-orcid":false,"given":"Mate Botond","family":"Nemeth","sequence":"first","affiliation":[{"name":"Edinburgh Napier University, Edinburgh, United Kingdom"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5405-4413","authenticated-orcid":false,"given":"Emma","family":"Hart","sequence":"additional","affiliation":[{"name":"Edinburgh Napier University, Edinburgh, United Kingdom"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6555-7721","authenticated-orcid":false,"given":"Kevin","family":"Sim","sequence":"additional","affiliation":[{"name":"Edinburgh Napier University, Edinburgh, United Kingdom"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2487-981X","authenticated-orcid":false,"given":"Quentin","family":"Renau","sequence":"additional","affiliation":[{"name":"Edinburgh Napier University, Edinburgh, United Kingdom"}]}],"member":"320","published-online":{"date-parts":[[2025,8,11]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/3321707.3321845"},{"key":"e_1_3_2_2_2_1","volume-title":"Memory Aware Synapses: Learning what (not) to forget. (11","author":"Aljundi Rahaf","year":"2017","unstructured":"Rahaf Aljundi, Francesca Babiloni, Mohamed Elhoseiny, Marcus Rohrbach, and Tinne Tuytelaars. 2017. Memory Aware Synapses: Learning what (not) to forget. (11 2017). http:\/\/arxiv.org\/abs\/1711.09601"},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"crossref","unstructured":"A Bifet R Gavalda G Holmes and B Pfahringer. 2018. Machine learningfor data streams: with practical examples in MOA.","DOI":"10.7551\/mitpress\/10654.001.0001"},{"key":"e_1_3_2_2_4_1","volume-title":"Hamed Hemati, Vincenzo Lomonaco, and Joaquin Vanschoren.","author":"Carta Antonio","year":"2023","unstructured":"Antonio Carta, Lorenzo Pellegrini, Andrea Cossu, Scuola Normale Superiore, Hamed Hemati, Vincenzo Lomonaco, and Joaquin Vanschoren. 2023. Avalanche: A PyTorch Library for Deep Continual Learning. Technical Report. 1\u20136 pages. https:\/\/avalanche.continualai.org"},{"key":"e_1_3_2_2_5_1","volume-title":"Efficient Lifelong Learning with A-GEM. (12","author":"Chaudhry Arslan","year":"2018","unstructured":"Arslan Chaudhry, Marc'Aurelio Ranzato, Marcus Rohrbach, and Mohamed Elhoseiny. 2018. Efficient Lifelong Learning with A-GEM. (12 2018). http:\/\/arxiv.org\/abs\/1812.00420"},{"key":"e_1_3_2_2_6_1","volume-title":"A continual learning survey: Defying forgetting in classification tasks","author":"Lange Matthias De","year":"2021","unstructured":"Matthias De Lange, Rahaf Aljundi, Marc Masana, Sarah Parisot, Xu Jia, Ale\u0161 Leonardis, Gregory Slabaugh, and Tinne Tuytelaars. 2021. A continual learning survey: Defying forgetting in classification tasks. IEEE transactions on pattern analysis and machine intelligence 44, 7 (2021), 3366\u20133385."},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/ROBOT.1992.220088"},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3054925"},{"key":"e_1_3_2_2_9_1","volume-title":"Automated algorithm selection: Survey and perspectives. Evolutionary computation 27, 1","author":"Kerschke Pascal","year":"2019","unstructured":"Pascal Kerschke, Holger H Hoos, Frank Neumann, and Heike Trautmann. 2019. Automated algorithm selection: Survey and perspectives. Evolutionary computation 27, 1 (2019), 3\u201345."},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1611835114"},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"crossref","unstructured":"Georg Krempl Indre \u017dliobaite Dariusz Brzezi\u0144ski Eyke H\u00fcllermeier Mark Last Vincent Lemaire Tino Noack Ammar Shaker Sonja Sievi Myra Spiliopoulou et al. 2014. Open challenges for data stream mining research. ACM SIGKDD explorations newsletter 16 1 (2014) 1\u201310.","DOI":"10.1145\/2674026.2674028"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46493-0_37"},{"key":"e_1_3_2_2_13_1","volume-title":"Gradient Episodic Memory for Continual Learning. (6","author":"Lopez-Paz David","year":"2017","unstructured":"David Lopez-Paz and Marc'Aurelio Ranzato. 2017. Gradient Episodic Memory for Continual Learning. (6 2017). http:\/\/arxiv.org\/abs\/1706.08840"},{"key":"e_1_3_2_2_14_1","volume-title":"Elastic feature consolidation for cold start exemplar-free incremental learning. arXiv preprint arXiv:2402.03917","author":"Magistri Simone","year":"2024","unstructured":"Simone Magistri, Tomaso Trinci, Albin Soutif-Cormerais, Joost van de Weijer, and Andrew D Bagdanov. 2024. Elastic feature consolidation for cold start exemplar-free incremental learning. arXiv preprint arXiv:2402.03917 (2024)."},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","unstructured":"Mate Botond Nemeth Emma Hart Kevin Sim and Quentin Renau. 2025. Class Incremental Learning for Algorithm Selection. 10.5281\/zenodo.15184096","DOI":"10.5281\/zenodo.15184096"},{"key":"e_1_3_2_2_16_1","volume-title":"Christopher Kanan, and Stefan Wermter.","author":"Parisi German I","year":"2019","unstructured":"German I Parisi, Ronald Kemker, Jose L Part, Christopher Kanan, and Stefan Wermter. 2019. Continual lifelong learning with neural networks: A review. Neural networks 113 (2019), 54\u201371."},{"key":"e_1_3_2_2_17_1","volume-title":"Connectionist models of recognition memory: constraints imposed by learning and forgetting functions. Psychological review 97, 2","author":"Ratcliff Roger","year":"1990","unstructured":"Roger Ratcliff. 1990. Connectionist models of recognition memory: constraints imposed by learning and forgetting functions. Psychological review 97, 2 (1990), 285."},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-022-00568-3"},{"key":"e_1_3_2_2_19_1","volume-title":"Continual Learning Through Synaptic Intelligence. (3","author":"Zenke Friedemann","year":"2017","unstructured":"Friedemann Zenke, Ben Poole, and Surya Ganguli. 2017. Continual Learning Through Synaptic Intelligence. (3 2017). http:\/\/arxiv.org\/abs\/1703.04200"},{"key":"e_1_3_2_2_20_1","volume-title":"Class-incremental learning: A survey","author":"Zhou Da-Wei","year":"2024","unstructured":"Da-Wei Zhou, Qi-Wei Wang, Zhi-Hong Qi, Han-Jia Ye, De-Chuan Zhan, and Ziwei Liu. 2024. Class-incremental learning: A survey. IEEE Transactions on Pattern Analysis and Machine Intelligence (2024)."}],"event":{"name":"GECCO '25 Companion: Genetic and Evolutionary Computation Conference Companion","sponsor":["SIGEVO ACM Special Interest Group on Genetic and Evolutionary Computation"],"location":"NH Malaga Hotel Malaga Spain","acronym":"GECCO '25 Companion"},"container-title":["Proceedings of the Genetic and Evolutionary Computation Conference Companion"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3712255.3726623","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,7]],"date-time":"2025-10-07T12:00:30Z","timestamp":1759838430000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3712255.3726623"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,14]]},"references-count":20,"alternative-id":["10.1145\/3712255.3726623","10.1145\/3712255"],"URL":"https:\/\/doi.org\/10.1145\/3712255.3726623","relation":{},"subject":[],"published":{"date-parts":[[2025,7,14]]},"assertion":[{"value":"2025-08-11","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}