Privacy-preserving indoor localization scheme based on Wi-Fi fingerprint with outsourced computing [PDF]
To solve the privacy-preserving problem of both the user and the server in indoor positioning, outsourcing part of the calculation to cloud server in the process of using Paillier encryption was considered.The scheme not only protected the privacy of the
Jin CAO +4 more
core +1 more source
Network intrusion detection technology based on DeepInsight and transfer learning [PDF]
In the dynamic field of the internet in modern life, networks are increasingly vulnerable to a diverse range of cyberattacks. Conventional intrusion detection systems based on machine learning techniques require a large number of samples for training ...
Hongjuan GE +5 more
core +1 more source
基于改进箱线图和ISMAHHO-KELM的变压器油中溶解气体体积分数预测
Gaoya dianqi油中溶解气体分析能够有效地揭示变压器内部的运行状况，在评估变压器运行状态和预测潜在故障方面具有重要作用。为此文中提出一种基于改进箱线图和ISMAHHO-KELM的变压器油中溶解气体体积分数预测方法。首先，为提高数据质量，利用基于中位偏差系数的改进箱线图对原始时间序列进行离群值检测和校正；然后采用变分模态分解对校正过的时间序列进行分解，得到多个子序列，以削弱时间序列的非平稳性；其次，通过核极限学习机模型预测子序列，同时提出改进黏菌—哈里斯鹰算法优化其超参数；最后，重构各子序列的预测值，得到最终预测结果 ...
付文龙 +3 more
doaj
野生动物学报全球范围内饲养与圈养野生动物的目的是保护、研究、教育和娱乐。保障圈养动物福利不仅是一项道德义务，更是当下的迫切需求。本研究探讨了圈养野生动物的福利现状，评估了当前改善福利的主要策略，并着重剖析了常见的挑战。相较于自然生境，圈养环境下的动物在食物获取、兽医护理及免受捕食风险方面具有一定优势，但是它们在空间活动、社交互动及行为自主性等方面受到诸多限制，这可能导致刻板行为的产生以及慢性压力的积累，对活动范围广泛和认知较复杂的物种影响更为显著。当前改善圈养野生动物福利的主要措施包括丰容 ...
刘召丽, 暴文爽, 姜广顺
doaj
[Clinical symptoms and cone beam computed tomography imaging analysis of patients with temporomandibular joint osteoarthritis with chewing side preference before and after treatment of stabilization splint]. [PDF]
Hua Xi Kou Qiang Yi Xue Za ZhiLi X +7 more
europepmc +1 more source
[Research progress on quantitative magnetic susceptibility imaging reconstruction method based on improved U-network model]. [PDF]
Sheng Wu Yi Xue Gong Cheng Xue Za ZhiYang W, Zhang R, Keung S.
europepmc +1 more source
[Identification of high-risk preoperative blood indicators and baseline characteristics for multiple postoperative complications in rheumatoid arthritis patients undergoing total knee arthroplasty: a multi-machine learning feature contribution analysis]. [PDF]
Zhongguo Xiu Fu Chong Jian Wai Ke Za ZhiZhu K +6 more
europepmc +1 more source
[Dual role of tea consumption in gastrointestinal disease risks: analysis using a risk prediction model integrating interpretable machine learning and large language model]. [PDF]
Nan Fang Yi Ke Da Xue Xue BaoChen J +7 more
europepmc +1 more source
[Recent advances in predicting the surgical timing for neonatal necrotizing enterocolitis]. [PDF]
Zhongguo Dang Dai Er Ke Za ZhiZhai HL, Tang Y.
europepmc +1 more source
[Artificial intelligence in predicting pathological complete response to neoadjuvant chemotherapy for breast cancer: current advances and challenges]. [PDF]
Sheng Wu Yi Xue Gong Cheng Xue Za ZhiHe S, Li X, Xie Y, Hou J, Han B, Nie S.
europepmc +1 more source