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| 1 | The response of CO2 flux to rain pulses at a saline desert显示文摘 | Jie Ma Xin‐Jun Zheng Yan Li | 2012 | Process2012，，26： | 1 |
| 2 | New correlation features for dissolved gas analysis based transformer fault diagnosis based on the maximal information coefficient显示文摘Online monitoring of gases dissolved in transformer oil is widely applied.Improving the performance of dissolved gas analysis(DGA)‐based fault diagnosis methods by exploring new features of time‐series data has become an appealing topic.In this study,a new type of correlation features between characteristic gases was extracted from time‐series data based on the maximal information coefficient(MIC),and a fuzzy inference system was established.After the introduction of the principle of the MIC and a method for calculating the MIC‐based correlation features,the dominant symptom features that can be used to classify fault types were extracted through the receiver operating characteristic curve.Then,fuzzy rules were learnt,and a fuzzy inference system was designed.In addition,to improve the feasibility of the method,the Newton interpolation method was used for adaptation to the existing sampling cycle.The diagnostic results of the test data show that the proposed method has excellent per-formance and outperforms some prevailing traditional rule‐based methods as well as some artificial intelligent methods.The results also show that by exploring new cor-relation features from time‐series data based on the MIC,the performance of DGA‐based methods can be improved. | Yongliang Liang Zhongyi Zhang Ke‐Jun Li Yu‐Chuan Li | 2022 | High Voltage2022，7，2： | 1 |
| 3 | Seasonal changes in the water use strategies of three co‐occurring desert shrubs显示文摘 | Yu Wu Hai Zhou Xin‐Jun Zheng Yan Li Li‐Song Tang | 2014 | Hydrol. Process2014，，26： | 1 |
| 4 | Graphene‐Like Single‐Layered Covalent Organic Frameworks: Synthesis Strategies and Application Prospects显示文摘 | Xuan‐He Liu Cui‐Zhong Guan Dong Wang Li‐Jun Wan | 2014 | Adv. Mater2014，，40： | 1 |
| 5 | Expression of Renin‐Angiotensin System and Peroxisome Proliferator‐Activated Receptors in Alcoholic Cardiomyopathy显示文摘 | LingJing Wei‐MinLi Li‐JunZhou ShuangLi Jun‐JieKou JianSong | 2008 | Alcoholism: Clinical and Experimental Research2008，，11： | 1 |
| 6 | Safety and efficacy of sunitinib for advanced non‐clear cell renal cell carcinoma显示文摘 | Hong‐Zhe Shi Jun Tian Chang‐Ling Li | 2015 | Asia‐Pac J Clin Oncol2015，，4： | 1 |
| 7 | Cytoreductive surgery plus hyperthermic intraperitoneal chemotherapy improves survival of patients with peritoneal carcinomatosis from colorectal cancer: A case‐control study from a Chinese center显示文摘 | Chao‐Qun Huang Jue‐Ping Feng Xiao‐Jun Yang Yan Li | 2014 | J. Surg. Oncol2014，，7： | 1 |
| 8 | Antioxidant Activities In Vitro of Ethanol Extract and Fractions from Mushroom, Lenzites Betulina 显示文摘 | Kun Liu Jun‐Li Wang Wei‐Zhen Gong Xuan Xiao Qian Wang | 2013 | Journal of Food Biochemistry2013，，6： | 1 |
| 9 | A Chiral Cagelike Copper(I) Catalyst for the Highly Enantioselective Synthesis of 1,1‐Cyclopropane Diesters显示文摘 | Chao Deng Li‐Jia Wang Jun Zhu Yong Tang | 2012 | Angew Chem Int Ed2012，，46： | 1 |
| 10 | Neoadjuvant chemotherapy for gastric cancer: A meta‐analysis of randomized, controlled trials显示文摘 | Yi Liao Zu‐li Yang Jun‐sheng Peng Jun Xiang Jian‐ping Wang | 2013 | J Gastroenterol Hepatol2013，，5： | 1 |
| 11 | Impact of short‐term low‐dose atorvastatin on low‐density lipoprotein and high‐density lipoprotein subfraction phenotype显示文摘 | Rui‐Xia Xu Yuan‐Lin Guo Xiao‐Lin Li Sha Li Jian‐Jun Li | 2014 | Clin Exp Pharmacol Physiol2014，，7： | 1 |
| 12 | Cytoreductive surgery plus hyperthermic intraperitoneal chemotherapy improves survival of patients with peritoneal carcinomatosis from colorectal cancer: A case‐control study from a Chinese center显示文摘 | Chao‐Qun Huang Jue‐Ping Feng Xiao‐Jun Yang Yan Li | 2014 | Oncol2014，，7： | 1 |
| 13 | Neoadjuvant chemotherapy for gastric cancer: A meta‐analysis of randomized, controlled trials显示文摘 | Yi Liao Zu‐li Yang Jun‐sheng Peng Jun Xiang Jian‐ping Wang | 2013 | J Gastroenterol Hepatol2013，，5： | 1 |
| 14 | Carbon‐Nanotube‐Decorated Nano‐LiFePO4 @C Cathode Material with Superior High‐Rate and Low‐Temperature Performances for Lithium‐Ion Batteries显示文摘 | Xing‐Long Wu Yu‐Guo Guo Jing Su Jun‐Wei Xiong Ya‐Li Zhang Li‐Jun Wan | 2013 | Energy Mater2013，，9： | 1 |
| 15 | Two new sesquiterpenoids from Artemisia annua显示文摘 | Hai‐bo Li Yang Yu Zhen‐zhong Wang Jun Yang Wei Xiao Xin‐sheng Yao | 2015 | Magn. Reson. Chem2015，，3： | 1 |
| 16 | Activation of notch‐1 enhances epithelial–mesenchymal transition in gefitinib‐acquired resistant lung cancer cells显示文摘 | MianXie LiZhang Chao‐shengHe FeiXu Jun‐lingLiu Zhi‐huangHu Li‐pingZhao YingTian | 2012 | J. Cell. Biochem2012，，5： | 1 |
| 17 | Aromatic Spiroketal Bisphosphine Ligands: Palladium‐Catalyzed Asymmetric Allylic Amination of Racemic Morita–Baylis–Hillman Adducts显示文摘 | Xiaoming Wang Fanye Meng Yan Wang Zhaobin Han Yong‐Jun Chen Li Liu Zheng Wang Kuiling Ding | 2012 | Angew Chem Int Ed2012，，37： | 1 |
| 18 | MicroRNA‐124 Protects Neurons Against Apoptosis in Cerebral Ischemic Stroke显示文摘 | Yang Sun Huan Gui Qi Li Zhu‐Min Luo Min‐Jun Zheng Jun‐Li Duan Xia Liu | 2013 | CNS Neurosci Ther2013，，10： | 1 |
| 19 | Bacteria‐Responsive Multifunctional Nanogel for Targeted Antibiotic Delivery显示文摘 | Meng‐Hua Xiong Ya‐Juan Li Yan Bao Xian‐Zhu Yang Bing Hu Jun Wang | 2012 | Adv Mater2012，，46： | 1 |
| 20 | Scale adaptive fitness evaluation‐based particle swarm optimisation for hyperparameter and architecture optimisation in neural networks and deep learning显示文摘Research into automatically searching for an optimal neural network(NN)by optimi-sation algorithms is a significant research topic in deep learning and artificial intelligence.However,this is still challenging due to two issues:Both the hyperparameter and ar-chitecture should be optimised and the optimisation process is computationally expen-sive.To tackle these two issues,this paper focusses on solving the hyperparameter and architecture optimization problem for the NN and proposes a novel light‐weight scale‐adaptive fitness evaluation‐based particle swarm optimisation(SAFE‐PSO)approach.Firstly,the SAFE‐PSO algorithm considers the hyperparameters and architectures together in the optimisation problem and therefore can find their optimal combination for the globally best NN.Secondly,the computational cost can be reduced by using multi‐scale accuracy evaluation methods to evaluate candidates.Thirdly,a stagnation‐based switch strategy is proposed to adaptively switch different evaluation methods to better balance the search performance and computational cost.The SAFE‐PSO algorithm is tested on two widely used datasets:The 10‐category(i.e.,CIFAR10)and the 100−cate-gory(i.e.,CIFAR100).The experimental results show that SAFE‐PSO is very effective and efficient,which can not only find a promising NN automatically but also find a better NN than compared algorithms at the same computational cost. | Ye‐Qun Wang Jian‐Yu Li Chun‐Hua Chen Jun Zhang Zhi‐Hui Zhan | 2023 | CAAI Transactions on Intelligence Technology2023，8，3： | 0 |
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