{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,26]],"date-time":"2025-04-26T04:07:01Z","timestamp":1745640421254,"version":"3.40.4"},"publisher-location":"Singapore","reference-count":14,"publisher":"Springer Nature Singapore","isbn-type":[{"value":"9789819658831","type":"print"},{"value":"9789819658848","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-981-96-5884-8_13","type":"book-chapter","created":{"date-parts":[[2025,4,25]],"date-time":"2025-04-25T13:29:50Z","timestamp":1745587790000},"page":"175-189","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Investigating Grad-CAM Interpretability Through Expert Assessment"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7734-6091","authenticated-orcid":false,"given":"Wojciech","family":"Oronowicz-Ja\u015bkowiak","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,4,17]]},"reference":[{"key":"13_CR1","doi-asserted-by":"publisher","unstructured":"Huynh, A.T., Hoang, V.D., Vu, S., Le,: T.T., Nguyen, H.D.: Skin cancer classification using different backbones of convolutional neural networks. In: International Conference on Industrial. Engineering and Other Applications of Applied Intelligent Systems, pp. 160\u2013172. Springer, Cham (2022). https:\/\/doi.org\/10.1007\/978-3-031-08530-7_14","DOI":"10.1007\/978-3-031-08530-7_14"},{"key":"13_CR2","doi-asserted-by":"publisher","first-page":"17811","DOI":"10.1109\/ACCESS.2023.3246047","volume":"11","author":"H Nguyen","year":"2023","unstructured":"Nguyen, H., Tran, N., Nguyen, H.D., Nguyen, L., Kotani, K.: KTFEv2: multimodal facial emotion database and its analysis. IEEE Access 11, 17811\u201317822 (2023)","journal-title":"IEEE Access"},{"key":"13_CR3","unstructured":"European Commission. Artificial Intelligence Act. Proposal for a regulation of the European Parliament and of the Council laying down harmonized rules on artificial intelligence and amending certain union legislative acts. http:\/\/www.eur-lex.europa.eu. Accessed 11 Nov 2024"},{"key":"13_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"818","DOI":"10.1007\/978-3-319-10590-1_53","volume-title":"Computer Vision \u2013 ECCV 2014","author":"MD Zeiler","year":"2014","unstructured":"Zeiler, M.D., Fergus, R.: Visualizing and understanding convolutional networks. In: Fleet, D., Pajdla, T., Schiele, B., Tuytelaars, T. (eds.) ECCV 2014. LNCS, vol. 8689, pp. 818\u2013833. Springer, Cham (2014). https:\/\/doi.org\/10.1007\/978-3-319-10590-1_53"},{"key":"13_CR5","doi-asserted-by":"crossref","unstructured":"Zhou, B., Khosla, A., Lapedriza, A., Oliva, A., Torralba, A.: Learning deep features for discriminative localization. In: International Conference on Computer Vision, pp. 2921\u20132929 (2016)","DOI":"10.1109\/CVPR.2016.319"},{"key":"13_CR6","doi-asserted-by":"crossref","unstructured":"Ribeiro, M. T., Singh, S., Guestrin, C.: Why should i trust you? explaining the predictions of any classifier. In: International Conference on Knowledge Discovery and Data Mining, pp. 1135\u20131144 (2016)","DOI":"10.1145\/2939672.2939778"},{"key":"13_CR7","doi-asserted-by":"crossref","unstructured":"Selvaraju, R.R., Cogswell, M., Das, A., Vedantam, R., Parikh, D., Batra, D.: Grad-cam: visual explanations from deep networks via gradient-based localization. In: Proceedings of the IEEE International Conference on Computer Vision (2017)","DOI":"10.1109\/ICCV.2017.74"},{"key":"13_CR8","unstructured":"Oronowicz-Ja\u015bkowiak, W.: Model teoretyczny klasyfikacji materia\u0142\u00f3w zawieraj\u0105cych pornografi\u0229 z udzia\u0142em ma\u0142oletnich za pomoc\u0105 sieci neuronowej. In: X Cracow Conference on Forensic Psychology (2019)"},{"key":"13_CR9","doi-asserted-by":"crossref","unstructured":"Oronowicz-Ja\u015bkowiak, W., et al.: Using expert-reviewed CSAM to train CNNs and its anthropological analysis. J. Forensic Legal Med. 101 (2023)","DOI":"10.1016\/j.jflm.2023.102619"},{"key":"13_CR10","volume-title":"Deep Learning with Python","author":"F Chollet","year":"2021","unstructured":"Chollet, F.: Deep Learning with Python. Simon and Schuster, New York (2021)"},{"key":"13_CR11","volume-title":"Handbook of Research on Machine Learning Applications and Trends: Algorithms, Methods, and Techniques","author":"L Torrey","year":"2010","unstructured":"Torrey, L., Shavlik, J.: Handbook of Research on Machine Learning Applications and Trends: Algorithms, Methods, and Techniques. IGI Global, Hershey (2010)"},{"key":"13_CR12","unstructured":"Lin, Y.C., Tseng, H.W., Fuh, C.S.: Pornography detection using support vector machine. In: 16th IPPR Conference on Computer Vision, Graphics and Image Processing, pp. 123\u2013130 (2003)"},{"key":"13_CR13","unstructured":"Moustafa. M. Applying deep learning to classify pornographic images and videos. In arXiv preprint arXiv:1511.08899 (2015)"},{"key":"13_CR14","doi-asserted-by":"publisher","unstructured":"Mao, X., Li, F., Liu, X., Zou, B.: J. Central South Univ. 25(7), 1651\u20131664 (2018). https:\/\/doi.org\/10.1007\/s11771-018-3857-x","DOI":"10.1007\/s11771-018-3857-x"}],"container-title":["Communications in Computer and Information Science","Recent Challenges in Intelligent Information and Database Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-96-5884-8_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,25]],"date-time":"2025-04-25T13:29:54Z","timestamp":1745587794000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-96-5884-8_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9789819658831","9789819658848"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-981-96-5884-8_13","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"17 April 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"The author have no competing interests to declare that are relevant to the content of this article.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosure of Interests"}},{"value":"ACIIDS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Asian Conference on Intelligent Information and Database Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Kitakyushu","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Japan","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 April 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 April 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aciids2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/aciids.pwr.edu.pl\/2025\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}