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检索条件"机构=Department of Data Science and Computer Applications"
477 条 记 录,以下是411-420 订阅
排序:
Case study - Feature engineering inspired by domain experts on real world medical data
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Intelligence-Based Medicine 2023年 8卷 100110-100110页
作者: Björneld, Olof Carlsson, Martin Löwe, Welf eHealth Institute Department of Medicine and Optometry Linnaeus University Kalmar S-391 82 Sweden Data Intensive Sciences and Applications (DISA-IDP) Department of Computer Science and Media Technology (CM) Faculty of Technology Linnaeus University Kalmar S-391 82 Sweden Business Intelligence IT Division Region Kalmar County Kalmar S-392 32 Sweden
To perform data mining projects for knowledge discovery based on health data produced in a daily health care stored in electronic health records (EHR) can be time consuming. This study exemplifies that the involvement... 详细信息
来源: 评论
Security analysis of Rhee et al.’s public encryption with keyword search schemes: A review
Journal of Network Intelligence
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Journal of Network Intelligence 2018年 第1期3卷 16-25页
作者: Wu, Tsu-Yang Chen, Chien-Ming Wang, King-Hang Pan, Jeng-Shyang Zheng, Weimin Chu, Shu-Chuan Roddick, John F. Fujian Provincial Key Laboratory of Big Data Mining and Applications Fujian University of Technology No33 Xuefunan Road University Town Fuzhou350118 China National Demonstration Center for Experimental Electronic Information and Electrical Technology Education Fujian University of Technology No33 Xuefunan Road University Town Fuzhou350118 China School of Computer Science and Technology Harbin Institute of Technology Shenzhen HIT Campus of University Town of Shenzhen Shenzhen518055 China Department of Computer Science and Engineering Hong Kong University of Science and Technology Clear Water Bay Kowloon Hong Kong College of Science and Engineering Flinders University Sturt Rd Bedford Park SA5042 Australia
Public key encryption with keyword search (PEKS) provides an efficient way to search encrypted files. Recently, Rhee et al. contributed their knowledge to propose several literatures in this research area. In this pap... 详细信息
来源: 评论
A Brief Review of Explainable Artificial Intelligence in Healthcare
SSRN
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SSRN 2023年
作者: Sadeghi, Zahra Alizadehsani, Roohallah Cifci, Mehmet Akif Kausar, Samina Rehman, Rizwan Mahanta, Priyakshi Bora, Pranjal Kumar Almasri, Ammar Alkhawaldeh, Rami S. Hussain, Sadiq Alatas, Bilal Shoeibi, Afshin Moosaei, Hossein Hladík, Milan Nahavandi, Saeid Pardalo, Panos M. Institute for Big Data Analytics Faculty of Computer Science Dalhousie University Canada Deakin University Geelong Australia The Institute of Computer Technology Tu Wien University Vienna1040 Austria University of Kotli Azad Jammu and Kashmir Azad Kashmir Kotli Pakistan Centre for Computer Science and Applications Dibrugarh University Assam India Department of Management Information Sys Al-Balqa Applied University Salt19117 Jordan Department of Computer Information Systems The University of Jordan Aqaba77110 Jordan Examination Branch Dibrugarh University Assam Dibrugarh India Department of Software Eng. Firat University Elazig23100 Turkey Data Science and Computational Intelligence Institute University of Granada Spain Department of Informatics Faculty of Science Jan Evangelista Purkyně University in Ústí nad Labem Czech Republic Department of Applied Mathematics School of Computer Science Faculty of Mathematics and Physics Charles University Prague Czech Republic Harvard Paulson School of Engineering and Applied Sciences Harvard University AllstonMA02134 United States Swinburne University of Technology HawthornVIC3122 Australia Center for Applied Optimization Department of Industrial and Systems Engineering University of Florida Gainesville32611 United States
XAI refers to the techniques and methods for building AI applications which assist end users to interpret output and predictions of AI models. Black box AI applications in high-stakes decision-making situations, such ... 详细信息
来源: 评论
Statistically-informed deep learning for gravitational wave parameter estimation
arXiv
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arXiv 2019年
作者: Shen, Hongyu Huerta, E.A. O'Shea, Eamonn Kumar, Prayush Zhao, Zhizhen Department of Electrical and Computer Engineering University of Illinois at Urbana-Champaign UrbanaIL61801 United States Coordinated Science Laboratory University of Illinois at Urbana-Champaign UrbanaIL61801 United States Data Science and Learning Division Argonne National Laboratory LemontIL60439 United States Department of Computer Science University of Chicago ChicagoIL60637 United States Cornell Center for Astrophysics and Planetary Science Cornell University IthacaNY14853 United States International Centre for Theoretical Sciences Tata Institute of Fundamental Research Bangalore560089 India National Center for Supercomputing Applications University of Illinois at Urbana-Champaign UrbanaIL61801 United States
We introduce deep learning models to estimate the masses of the binary components of black hole mergers, (m1,m2), and three astrophysical properties of the post-merger compact remnant, namely, the final spin, af, and ... 详细信息
来源: 评论
LEADER FORMATION WITH MEAN-FIELD BIRTH AND DEATH MODELS
arXiv
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arXiv 2018年
作者: Albi, Giacomo Bongini, Mattia Rossi, Francesco Solombrino, Francesco Department of Computer Science University of Verona Str. Le Grazie 15 VeronaIT-37134 Italy Big Data and Marketing Analytics CRIF Via M. Fantin 3 BolognaIT-40131 Italy Department of Mathematics "Tullio Levi-Civita" University of Padova Via Trieste 63 PadovaIT-35121 Italy Department of Mathematics and Applications "R. Caccioppoli" University of Naples "Federico II" Via Cintia Monte S. Angelo NaplesIT-80126 Italy
We provide a mean-field description for a leader-follower dynamics with mass transfer among the two populations. This model allows the transition from followers to leaders and vice versa, with scalar-valued transition... 详细信息
来源: 评论
APACE: AlphaFold2 and advanced computing as a service for accelerated discovery in biophysics
arXiv
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arXiv 2023年
作者: Park, Hyun Patel, Parth Haas, Roland Huerta, E.A. Data Science and Learning Division Argonne National Laboratory LemontIL60439 United States Theoretical and Computational Biophysics Group Beckman Institute for Advanced Science and Technology University of Illinois at Urbana-Champaign UrbanaIL61801 United States Biophysics and Quantitative Biology University of Illinois at Urbana-Champaign UrbanaIL61801 United States Department of Computer Science University of Illinois at Urbana-Champaign Illinois Urbana61801 United States National Center for Supercomputing Applications University of Illinois at Urbana-Champaign UrbanaIL61801 United States Department of Computer Science The University of Chicago ChicagoIL60637 United States Department of Physics University of Illinois at Urbana-Champaign UrbanaIL61801 United States
The prediction of protein 3D structure from amino acid sequence is a computational grand challenge in biophysics, and plays a key role in robust protein structure prediction algorithms, from drug discovery to genome i... 详细信息
来源: 评论
Predicting blood glucose level using salivary glucose and other associated factors: A machine learning model selection and evaluation study
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Informatics in Medicine Unlocked 2024年 48卷
作者: Chopra, Aditi Rao, Rohini R. Kamath, Shobha U. Akhila Arun, Sanjana Shettigar, Laasya Department of Periodontology Manipal College of Dental Sciences Manipal Academy of Higher Education Manipal Manipal Pin: 576 104 Karnataka India Department of Data Science and Computer Applications Manipal Institute of Technology Manipal Academy of Higher Education Manipal Manipal Pin: 576 104 Karnataka India Department of Biochemistry Kasturba Medical College and Hospital Manipal Academy of Higher Education Manipal Manipal Pin: 576 104 Karnataka India
Introduction: There is a need for designing non-invasive methods to predict blood glucose levels to ensure timely diagnosis of Diabetes Mellitus. Needle anxiety and bleeding disorders preclude many from undertaking bl... 详细信息
来源: 评论
Unextendible and Strongly Uncompletable Product Bases
arXiv
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arXiv 2024年
作者: Zhen, Xiao-Fan Zuo, Hui-Juan Shi, Fei Fei, Shao-Ming School of Mathematical Sciences Hebei Normal University Shijiazhuang050024 China State Key Laboratory of Networking and Switching Technology Beijing University of Posts and Telecommunications Beijing100876 China Hebei Key Laboratory of Computational Mathematics and Applications Shijiazhuang050024 China Hebei International Joint Research Center for Mathematics and Interdisciplinary Science Shijiazhuang050024 China Department of Computer Science School of Computing and Data Science University of Hong Kong Hong Kong999077 Hong Kong School of Mathematical Sciences Capital Normal University Beijing10048 China
In 2003, DiVincenzo et al. put forward the question that whether there exists an unextendible product basis (UPB) which is an uncompletable product basis (UCPB) in every bipartition [DiVincenzo et al. Commun. Math. Ph...
来源: 评论
Deep Learning Algorithms for Business Management: Ethical Considerations
Deep Learning Algorithms for Business Management: Ethical Co...
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Communication, computer sciences and Engineering (IC3SE), International Conference on
作者: Shiney Chib B Santhosh Kumar V Asha Navdeep Singh Melanie Lourens Dyuti Banerjee Management Datta Meghe Institute of Management Studies Nagpur Maharashtra Institute of Aeronautical Engineering Dundigal Hyderabad Department of Computer Applications New Horizon College of Engineering Bangalore Lovely Professional University Phagwara Deputy Dean Faculty of Management Sciences Durban University of Technology South Africa Artificial intelligence & Data Science (AI&DS) Koneru Lakshmaiah Education Foundation Green Fields Vaddeswaram Guntur District Andhra Pradesh
By applying the right method to extract both structured and unstructured data, data science may add value. Accelerated deep learning advancement has led to substantial changes in data science operations. Deep learning... 详细信息
来源: 评论
Evaluating Large Language Models on Spatial Tasks: A Multi-Task Benchmarking Study
arXiv
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arXiv 2024年
作者: Xu, Liuchang Zhao, Shuo Lin, Qingming Chen, Luyao Luo, Qianqian Wu, Sensen Ye, Xinyue Feng, Hailin Du, Zhenhong School of Mathematics and Computer Science Zhejiang Agriculture and Forestry University Hangzhou311300 China School of Earth Sciences Zhejiang University Hangzhou310058 China Department of Landscape Architecture and Urban Planning Center for Geospatial Sciences Applications and Technology Texas A&M University College StationTX77843 United States Financial Big Data Research Institute Sunyard Technology Co. Ltd Hangzhou310053 China
The advent of large language models such as ChatGPT, Gemini, and others has underscored the importance of evaluating their diverse capabilities, ranging from natural language understanding to code generation. However,... 详细信息
来源: 评论