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Computational approaches for circRNA-disease association prediction:a review: 《Frontiers of Computer Science》2025年第4期99-113,共15页Mengting NIU Yaojia CHEN Chunyu WANG Quan ZOU Lei XU; supported by the National Natural Science Foundation of China(Grant Nos.62231013,62201129,62303328,62302341,62271329,62372332);the National Key R&D Program of China(2022ZD0117700);the National funded postdoctoral researcher program of China(GZC20230382);the Shenzhen Polytechnic University Research Fund(6024310027K,6022310036K,6023310037K);the Key Field of Department of Education of Guangdong Province(2022ZDZX2082);the Special Science Foundation of Quzhou(2023D036).; Circular RNA(circRNA)is a covalently closed RNA molecule formed by back splicing.The role of circRNAs in posttranscriptional gene regulation provides new insights into several types of cancer and neurological diseases...; 关键词：circular RNA disease association prediction machine learning data mining deep learning

Application of machine learning in astronomical spectral data mining: 《Astronomical Techniques and Instruments》2025年第2期73-87,共15页Ting Zhang Hailong Zhang Yazhou Zhang Xu Du Wenna Cai Han Wu Yuyue Jiao Wanqiong Wang Jie Wang Xinchen Ye Jia Li; supported by the National Key R&D Program of China(2021YFC2203502 and 2022YFF0711502);the National Natural Science Foundation of China(NSFC)(12173077);the Tianshan Talent Project of Xinjiang Uygur Autonomous Region(2022TSYCCX0095 and 2023TSYCCX0112);the Scientific Instrument Developing Project of the Chinese Academy of Sciences(PTYQ2022YZZD01);China National Astronomical Data Center(NADC);the Operation,Maintenance and Upgrading Fund for Astronomical Telescopes and Facility Instruments,budgeted from the Ministry of Finance of China(MOF)and administrated by the Chinese Academy of Sciences;Natural Science Foundation of Xinjiang Uygur Autonomous Region(2022D01A360).; Astronomical spectroscopy is crucial for exploring the physical properties,chemical composition,and kinematic behavior of celestial objects.With continuous advancements in observational technology,astronomical spectro...; 关键词：Machine learning Neural networks Stellar atmospheric parameter prediction Stellar spectral classification

Towards a Holistic and Intelligent Model of Care for Gender Dysphoria: 《Tsinghua Science and Technology》2025年第2期624-632,共9页Maya Krayneva; The gender-affirmative model of care has proven unsuccessful in many cases of gender dysphoria.There is a pressing need to continue research and develop and implement alternative models of care.Personalised models of ...; 关键词：gender dysphoria holistic model of care personalised care Artificial Intelligence(AI) data mining multidimensional data

Multi-Step Clustering of Smart Meters Time Series:Application to Demand Flexibility Characterization of SME Customers: 《Computer Modeling in Engineering & Sciences》2025年第1期869-907,共39页Santiago Bañales Raquel Dormido Natividad Duro; supported by the Spanish Ministry of Science and Innovation under Projects PID2022-137680OB-C32 and PID2022-139187OB-I00.; Customer segmentation according to load-shape profiles using smart meter data is an increasingly important application to vital the planning and operation of energy systems and to enable citizens’participation in the...; 关键词：Electric load clustering load profiling smart meters machine learning data mining demand flexibility demand response

GPT Models Can Perform Thematic Analysis in Public Health Studies,Akin to Qualitative Researchers: 《Journal of Social Computing》2024年第4期293-312,共20页Yuyi Yang Charles Alba Chenyu Wang Xi Wang Jami Anderson Ruopeng An; supported in part by the Washington University Center for Diabetes Translation Research(WU-CDTR)under Grant Number P30DK092950 from the National Institute of Diabetes and Digestive and Kidney Diseases(NIDDK)。; Conducting thematic analysis in qualitative research can be laborious and time-consuming.We propose and evaluate the feasibility of using Generative Pre-trained Transformer(GPT)models to assist public health researche...; 关键词：social computing applications in healthcare and public health ethnographic and qualitative methodologies machine learning data mining computational linguistics

Consistency preserving database watermarking algorithm for decision trees: 《Digital Communications and Networks》2024年第6期1851-1863,共13页Qianwen Li Xiang Wang Qingqi Pei Xiaohua Chen Kwok-Yan Lam; supported by the National Key Research and Development Program of China under Grant 2021YFB2700600;the National Natural Science Foundation of China under Grant 62132013 and 61902292;the Key Research and Development Programs of Shaanxi under Grants 2021ZDLGY06-03;the Truth-Seeking Research Scholarship Fund of Xidian University。; Database watermarking technologies provide an effective solution to data security problems by embedding the watermark in the database to prove copyright or trace the source of data leakage.However,when the watermarked...; 关键词：Consistency preserving Decision tree Database watermarking Data mining

Intelligent Power Equipment for Autonomous Situational Awareness and Active Operation and Maintenance: 《Journal of Modern Power Systems and Clean Energy》2024年第6期2081-2090,共10页Shice Zhao Hongshan Zhao; The rapid development of the power system re-quires high reliability and real-time situational awareness of power equipment.The current agent-based condition-monitor-ing perception mode is not suitable for widely dist...; 关键词：Intelligent power equipment perception mode data mining primary and secondary fusion situational awareness

Significance and Predictive Classification Algorithms in Sentiment Analysis: 《Journal of Harbin Institute of Technology(New Series)》2024年第6期37-48,共12页V Uma V Ganesh; In recent times, an abrupt upswing has emerged within the data mining domain, particularly within the sphere of sentiment analysis. Encompassing diverse dimensions such as sentiment extraction, subjectivity categoriza...; 关键词：data mining OM CLASSIFICATION

Medication Rules of Hub Herb Pairs for Insomnia and Mechanism of Action:Results of Data Mining,Network Pharmacology,and Molecular Docking: 《Chinese Medical Sciences Journal》2024年第4期249-260,共12页Wen-Long Guo Hui-Juan Jiang Yan-Rong Li Jin-Long Yang Yu-Chan Chen; National Natural Science Foundation of China(82360905);Gansu Provincial University Teachers'Innovation Fund Projects(2023A-092 and 2024B-109).; Objective To explore the medication rules of traditional Chinese medicine(TCM)and mechanism of action of hub herb pairs for treating insomnia.Methods Totally 104 prescriptions were statistically analyzed.The associati...; 关键词：medication rules mechanism INSOMNIA data mining herb pairs network pharmacology molecular docking

Model-based offline reinforcement learning framework for optimizing tunnel boring machine operation: 《Underground Space》2024年第6期47-71,共25页Yupeng Cao Wei Luo Yadong Xue Weiren Lin Feng Zhang; Research on automation and intelligent operation of tunnel boring machine(TBM)is receiving more and more attention,benefiting from the increasing construction data.However,most studies on TBM operations optimization w...; 关键词：TBM Reinforcement learning TRANSFORMER Data mining

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