检索结果-内蒙古大学图书馆

EEG-Based Epileptic Seizure Detection via Machine/Deep Learning Approaches: A Systematic Review

Computational Intelligence and Neuroscience 2022年第0期2022卷 6486570页

作者： Ahmad, Ijaz Wang, Xin Zhu, Mingxing Wang, Cheng Pi, Yao Khan, Javed Ali Khan, Siyab samuel, Oluwarotimi Williams Chen, Shixiong Li, Guanglin CAS Key Laboratory of Human-Machine Intelligence-Synergy Systems Shenzhen Institute of Advanced Technology Chinese Academy of Sciences Shenzhen China Shenzhen College of Advanced Technology University of Chinese Academy of Sciences Shenzhen China Guangdong-Hong Kong-Macao Joint Laboratory of Human-Machine Intelligence-Synergy Systems Chinese Academy of Sciences Shenzhen China School of Electronics and Information Engineering Harbin Institute of Technology Shenzhen China School of Biomedical Engineering Sun Yat-Sen University Guangzhou China Department of Software Engineering University of Science and Technology Khyber Pakhtunkhwa Bannu Pakistan Institute of Computer Science and Information Technology The University of Agriculture Khyber Pakhtunkhwa Peshawar Pakistan

Epileptic seizure is one of the most chronic neurological diseases that instantaneously disrupts the lifestyle of affected individuals. Toward developing novel and efficient technology for epileptic seizure management, recent diagnostic approaches have focused on developing machine/deep learning model (ML/DL)-based electroencephalogram (EEG) methods. Importantly, EEG's noninvasiveness and ability to offer repeated patterns of epileptic-related electrophysiological information have motivated the development of varied ML/DL algorithms for epileptic seizure diagnosis in the recent years. However, EEG's low amplitude and nonstationary characteristics make it difficult for existing ML/DL models to achieve a consistent and satisfactory diagnosis outcome, especially in clinical settings, where environmental factors could hardly be avoided. Though several recent works have explored the use of EEG-based ML/DL methods and statistical feature for seizure diagnosis, it is unclear what the advantages and limitations of these works are, which might preclude the advancement of research and development in the field of epileptic seizure diagnosis and appropriate criteria for selecting ML/DL models and statistical feature extraction methods for EEG-based epileptic seizure diagnosis. Therefore, this paper attempts to bridge this research gap by conducting an extensive systematic review on the recent developments of EEG-based ML/DL technologies for epileptic seizure diagnosis. In the review, current development in seizure diagnosis, various statistical feature extraction methods, ML/DL models, their performances, limitations, and core challenges as applied in EEG-based epileptic seizure diagnosis were meticulously reviewed and compared. In addition, proper criteria for selecting appropriate and efficient feature extraction techniques and ML/DL models for epileptic seizure diagnosis were also discussed. Findings from this study will aid researchers in deciding the most efficient ML/DL m

关键词： Electroencephalography

来源：评论

学校读者我要写书评

暂无评论

Quantum cognition models of ethical decision-making in human behavior simulation 29

Quantum cognition models of ethical decision-making in human...

引用

29th European Modeling and Simulation Symposium, EMSS 2017

作者： Yilmaz, Levent Department of Computer Science and Software Engineering Department of Industrial and Systems Engineering Samuel Ginn College of Engineering Auburn University United States

ISBN: (纸本)9781510847651

Ethical decision-making is a unique aspect of human behavior. When confronted with situations that require careful deliberation over multitude of options that have ethical implications, human behavior tends to resolve dilemmas by resorting to a range of heuristics and principles that view the situation from different perspectives. While constraint and utility-driven decision-making strategies are relevant, the incompatibility among these perspectives can invalidate the underlying premises of models of probabilistic utility-based decisions that rely on classic Kolmogorov axioms. In this paper, it is posited that quantum cognition models can provide an alternative and credible representation of human behavior modeling in simulations that involve ethical decision-making.

关键词： Decision making

来源：评论

学校读者我要写书评

暂无评论

RETRACTED ARTICLE: Automatic detection technology for sports players based on image recognition technology: the significance of big data technology in China’s sports field

引用

Annals of Operations Research 2022年第1期326卷 97-97页

作者： Li, Hongge Manickam, Adhiyaman samuel, R. Dinesh Jackson Physical Education Department Changchun University of Technology Changchun China Research Institute for Future Media Computing College of Computer Science and Software Engineering Shenzhen University Shenzhen China Faculty of Technology Design and Environment Visual Artificial Intelligence Lab Oxford Brookes University Oxford UK

来源：评论

学校读者我要写书评

暂无评论

Higher order synergies among agents, simulation, and model-driven engineering 48

Higher order synergies among agents, simulation, and model-d...

引用

48th Summer computer Simulation Conference, SCSC 2016, Part of the 2016 Summer Simulation Multi-Conference, SummerSim 2016

作者： Yilmaz, Levent Department of Computer Science and Software Engineering Samuel Ginn College of Engineering Auburn University United States

ISBN: (纸本)9781510824256

software agents, modeling and simulation, and Model-Driven engineering (MDE) arc fields with their unique body of knowledge. However, developments in one area can provide new avenues for advancing the methodologies and technical strategies in other fields. This paper examines the synergies among these three fields by highlighting selected challenges in each area and delineating how methods developed in one field can mutually be beneficial. We categorize the ways in which the agent paradigm can contribute to critical activities in MDE, and similarly we describe how domain-specific languages and model transformation strategies can be instrumental in the design, implementation, and management of agent systems. © 2016 Society for Modeling & Simulation International (SCS).

关键词： software agents

来源：评论

学校读者我要写书评

暂无评论

The Astropy Project: Sustaining and Growing a Community-oriented Open-source Project and the Latest Major Release (v5.0) of the Core Package

arXiv

引用

arXiv 2022年

作者： Price-Whelan, Adrian M. Lim, Pey Lian Earl, Nicholas Starkman, Nathaniel Bradley, Larry Shupe, David L. Patil, Aarya A. Corrales, Lia Brasseur, C.E. Nöthe, Maximilian Donath, Axel Tollerud, Erik Morris, Brett M. Ginsburg, Adam Vaher, Eero Weaver, Benjamin A. Tocknell, James Jamieson, William Van Kerkwijk, Marten H. Robitaille, Thomas P. Merry, Bruce Bachetti, Matteo Aldcroft, Thomas L. Alvarado-Montes, Jaime A. Archibald, Anne M. Bódi, Attila Bapat, Shreyas Barentsen, Geert Bazán, Juanjo Biswas, Manish Boquien, Médéric Burke, D.J. Cara, Daria Cara, Mihai Conroy, Kyle E. Conseil, Simon Craig, Matthew W. Cross, Robert M. Cruz, Kelle L. D'Eugenio, Francesco Dencheva, Nadia Devillepoix, Hadrien A. R. Dietrich, Jörg P. Eigenbrot, Arthur Davis Erben, Thomas Ferreira, Leonardo Foreman-Mackey, Daniel Fox, Ryan Freij, Nabil Garg, Suyog Geda, Robel Glattly, Lauren Gondhalekar, Yash Gordon, Karl D. Grant, David Greenfield, Perry Groener, Austen M. Guest, Steve Gurovich, Sebastian Handberg, Rasmus Hart, Akeem Hatfield-Dodds, Zac Homeier, Derek Hosseinzadeh, Griffin Jenness, Tim Jones, Craig K. Joseph, Prajwel Kalmbach, J. Bryce Karamehmetoglu, Emir Kaluszynski, Mikolaj Kelley, Michael S. P. Kern, Nicholas Kerzendorf, Wolfgang E. Koch, Eric W. Kulumani, Shankar Lee, Antony Ly, Chun Ma, Zhiyuan MacBride, Conor Maljaars, Jakob M. Muna, Demitri Murphy, N.A. Norman, Henrik O'Steen, Richard Oman, Kyle A. Pacifici, Camilla Pascual, Sergio Pascual-Granado, J. Patil, Rohit R. Perren, Gabriel I. Pickering, Timothy E. Rastogi, Tanuj Roulston, Benjamin R. Ryan, Daniel F. Rykoff, Eli S. Sabater, Jose Sakurikar, Parikshit Salgado, Jesús Sanghi, Aniket Saunders, Nicholas Savchenko, Volodymyr Schwardt, Ludwig Seifert-Eckert, Michael Shih, Albert Y. Jain, Anany Shrey Shukla, Gyanendra Sick, Jonathan Simpson, Chris Singanamalla, Sudheesh Singer, Leo P. Singhal, Jaladh Sinha, Manodeep Sipocz, Brigitta M. Spitler, Lee R. Stansby, David Streicher, Ole Šumak, Jani Swinbank, John D. Taranu, Dan S. Tewary, Nikita Tremblay, Grant R. De Val-Borro, Mi Center for Computational Astrophysics Flatiron Institute 162 5th Ave New YorkNY10010 United States Space Telescope Science Institute 3700 San Martin Drive BaltimoreMD21218 United States Department of Astronomy University of Illinois at Urbana-Champaign 1002 W. Green St. UrbanaIL61801 United States David A. Dunlap Department of Astronomy & Astrophysics University of Toronto 50 St. George Street TorontoONM5S 3H4 Canada IPAC MC 100-22 Caltech 1200E. California Blvd. PasadenaCA91125 United States Dunlap Institute for Astronomy & Astrophysics University of Toronto 50 St George Street TorontoONM5S 3H4 Canada University of Michigan Astronomy 1085 S. University Ann ArborMI48109 United States School of Physics and Astronomy University of St Andrews North Haugh St AndrewsKY16 9SS United Kingdom Astroparticle Physics TU Dortmund Otto-Hahn-Str. 4a Dortmund44227 Germany Center for Astrophysics-Harvard & Smithsonian 60 Garden Street CambridgeMA02138 United States Center for Space and Habitability University of Bern Gesellschaftsstrasse 6 Bern3012 Switzerland Department of Astronomy University of Florida P.O. Box 112055 GainesvilleFL United States Lund Observatory Department of Astronomy and Theoretical Physics Lund University Box 43 Lund22100 Sweden NSF's National Optical-Infrared Astronomy Research Laboratory 950 North Cherry Avenue TucsonAZ85719 United States School of Mathematical and Physical Sciences Macquarie University SydneyNSW2109 Australia Astronomy Astrophysics and Astrophotonics Research Centre Macquarie University SydneyNSW2109 Australia Australian Astronomical Optics Macquarie University SydneyNSW2109 Australia Aperio Software Ltd. Insight House Riverside Business Park Stoney Common Road Essex StanstedCM24 8PL United Kingdom South African Radio Astronomy Observatory 2 Fir Street Black River Park Observatory7925 South Africa I-09047 Italy San Diego Supercomputer Center University of California San Diego 95

The Astropy Project supports and fosters the development of open-source and openly developed Python packages that provide commonly needed functionality to the astronomical community. A key element of the Astropy Project is the core package astropy, which serves as the foundation for more specialized projects and packages. In this article, we summarize key features in the core package as of the recent major release, version 5.0, and provide major updates for the Project. We then discuss supporting a broader ecosystem of interoperable packages, including connections with several astronomical observatories and missions. We also revisit the future outlook of the Astropy Project and the current status of Learn Astropy. We conclude by raising and discussing the current and future challenges facing the Project. © 2022, CC BY-SA.

关键词： Python

来源：评论

学校读者我要写书评

暂无评论

Toward model-driven engineering principles and practices to support model replicability

Toward model-driven engineering principles and practices to ...

引用

Summer computer Simulation Conference, SCSC 2014, Part of the 2014 Summer Simulation Multiconference, SummerSim 2014

作者： Ledet, Joseph Teran-Somohano, Alejandro Butcher, Zachary Yilmaz, Levent Smith, Alice E. Oʇuztüzün, Halit Dayibaş, Orçun Görür, Bilge Kaan Computer Science and Software Engineering Samuel Ginn College of Engineering Auburn University United States Industrial and Systems Engineering Samuel Ginn College of Engineering Auburn University United States Department of Computer Engineering School of Engineering Middle East Technical University United States

ISBN: (纸本)9781632667335

Recent years have seen a proliferation of the use of simulation models in computational science. Most of these models have never been independently replicated by anyone but the original developer. Furthermore, there is a growing credibility gap due to widespread, relaxed attitudes in communication of experiments, models, and validation of simulations used in computational research. We examine various issues and challenges involved in model replication and simulation experiment reproducibility. Model-driven simulation engineering principles and model transformation concepts are adopted as solution strategies to improve replicability of models and reproducibility of experiments. A process model, an architectural framework, and an implementation strategy is introduced to address identified issues in simulation experiment management and model replication.

关键词： Experiment Modeling Model Replicability Model-driven Reproducibility Transformation-driven Replication

来源：评论

学校读者我要写书评

暂无评论

Toward model-driven engineering principles and practices for model replicability and experiment reproducibility (Work in progress)

Toward model-driven engineering principles and practices for...

引用

2014 Symposium on Theory of Modeling and Simulation - DEVS Integrative M and S Symposium, DEVS 2014;2014 Spring Simulation Multi-Conference, SpringSim 2014

作者： Ledet, Joseph Teran-Somohano, Alejandro Butcher, Zachary Yilmaz, Levent Smith, Alice E. Oǧuztüzün, Halit Dayibaş, Orçun Görür, Bilge Kaan Department of Computer Science and Software Engineering United States Department of Industrial and Systems Engineering Samuel Ginn College of Engineering Auburn University United States Department of Computer Engineering School of Engineering Middle East Technical University Turkey

ISBN: (纸本)9781632662156

关键词： Experiment modeling Model replicability Model-driven reproducibility Transformation-driven replication

来源：评论

学校读者我要写书评

暂无评论

Toward Model-Driven engineering Principles and Practices to Support Model Replicability 14

Toward Model-Driven Engineering Principles and Practices to ...

引用

Simulation Multiconference

作者： Joseph Ledet Alejandro Teran-Somohano Zachary Butcher Levent Yilmaz Alice E. Smith Halit Oguztuzun Orcun Dayibas Bilge Kaan Gorur Computer Science and Software Engineering Samuel Ginn College of Engineering Auburn University Industrial and Systems Engineering Samuel Ginn College of Engineering Auburn University Department of Computer Engineering School of Engineering Middle East Technical University

ISBN: (纸本)9781632667335

关键词： Model Replicability Model-driven Reproducibility Transformation-driven Replication Experiment Modeling Model driven engineering simulation test simulating procedural model reproducibility

来源：评论

学校读者我要写书评

暂无评论

A systematic view of agent-supported simulation: Past, present, and promising future 4

A systematic view of agent-supported simulation: Past, prese...

引用

4th International Conference on Simulation and Modeling Methodologies, Technologies and Applications, SIMULTECH 2014

作者： Ören, Tuncer Yilmaz, Levent Ghasem-Aghaee, Nasser School of Electrical Eng. and Computer Science Univ. of Ottawa OttawaON Canada Computer Science and Software Engineering Samuel Ginn College of Engineering Auburn University AuburnAL United States Computer Eng. Dept. Sheikh Bahaei Univ. Baharestan Iran Univ. of Isfahan Isfahan Iran

ISBN: (纸本)9789897580383

Agent-supported simulation involves the use of intelligent agents to enhance modeling and simulation (M&S) infrastructures and consists of support by software agents: (1) to provide computer assistance for front-end and/or backend interface functions in M&S environments;(2) to process elements of an M&S study symbolically (for example, for consistency checks and built-in reliability);and (3) to provide cognitive abilities to the elements of an M&S study, such as perception, anticipation, learning or understanding abilities. Several aspects of agent-supported simulation are clarified and references are provided. © 2014 SciTePress. All rights reserved.

关键词： Intelligent agents

来源：评论

学校读者我要写书评

暂无评论

Toward an agent-based ecological model of the triple-helix theory of innovation dynamics

Toward an agent-based ecological model of the triple-helix t...

引用

Summer computer Simulation Conference, SCSC 2013 and Work in Progress, WIP 2013, Part of the 2013 Summer Simulation Multiconference, SummerSim 2013

作者： Morris-King, James R. Yilmaz, Levent Computer Science and Software Engineering Samuel Ginn College of Engineering Auburn University Auburn AL 36849 United States

ISBN: (纸本)9781627482769

Regional governments face challenges for economic growth while operating under significant budgetary constraints. Although empirical studies and statistical models are valuable tools for evaluating the impacts of economic policy on such systems, they focus on deterministic representations of system processes while avoiding social and environmental relationships. In this work, we propose economy conceptual model of an agent-based simulation of an innovation ecosystem using the Overview, Design concepts, and Details protocol (ODD). This model exposes several endogenous roles and parameters which are not captured in deterministic representations of such systems and offers a specification of regional innovation systems in terms of social cooperation and competition between populations of investigators.

关键词： Ecosystems

来源：评论

学校读者我要写书评

暂无评论

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

请选择保存的检索档案：

请选择收藏分类：

通借通还

建议与咨询 留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

请选择保存的检索档案： 新增检索档案 确定 取消

请选择收藏分类： 新增自定义分类 确定 取消

通借通还

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

请选择保存的检索档案：

请选择收藏分类：