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检索条件"主题词=Machine Learning Algorithms"
25364 条 记 录,以下是4861-4870 订阅
排序:
2D-RNA-coupling numbers:: A new computational chemistry approach to link secondary structure topology with biological function
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JOURNAL OF COMPUTATIONAL CHEMISTRY 2007年 第6期28卷 1049-1056页
作者: Gonzalez-Diaz, Humberto Agueero-Chapin, Guillermin Varona, Javier Molina, Reinaldo Delogu, Giovanna Santana, Lourdes Uriarte, Eugenio Podda, Gianni Univ Cagliari Dipartimento Farmaco Chim Tecnol I-09124 Cagliari Italy Univ Nacl Autonoma Mexico Biomed Unit FES Istacala Tlalnepantla 54090 DF Mexico Univ Porto Fac Ciencias REQUIMTE P-4169007 Oporto Portugal
Methods for prediction of proteins, DNA, or RNA function and mapping it onto sequence often rely on bioinformatics alignment approach instead of chemical structure. Consequently, it is interesting to develop computati... 详细信息
来源: 评论
Weighted Outlier Detection of High-Dimensional Categorical Data Using Feature Grouping
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IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 2020年 第11期50卷 4295-4308页
作者: Li, Junli Zhang, Jifu Pang, Ning Qin, Xiao Taiyuan Univ Sci & Technol Sch Comp Sci & Technol Taiyuan 030024 Peoples R China Jinzhong Univ Sch Informat Technol & Engn Jinzhong 030619 Peoples R China Auburn Univ Samuel Ginn Coll Engn Dept Comp Sci & Software Engn Auburn AL 36849 USA
We propose a weighted outlier mining method called WATCH to identify outliers in high-dimensional categorical datasets. WATCH is composed of two distinctive modules: 1) feature grouping by the virtue of correlation me... 详细信息
来源: 评论
Design of an Intrusion Detection Model for IoT-Enabled Smart Home
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IEEE ACCESS 2023年 11卷 52509-52526页
作者: Rani, Deepti Gill, Nasib Singh Gulia, Preeti Arena, Fabio Pau, Giovanni Maharshi Dayanand Univ Dept Comp Sci & Applicat Rohtak 124001 Haryana India Kore Univ Enna Fac Engn & Architecture I-94100 Enna Italy
machine learning (ML) provides effective solutions to develop efficient intrusion detection system (IDS) for various environments. In the present paper, a diversified study of various ensemble machine learning (ML) al... 详细信息
来源: 评论
Indoor Intelligent Fingerprint-Based Localization: Principles, Approaches and Challenges
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IEEE COMMUNICATIONS SURVEYS AND TUTORIALS 2020年 第4期22卷 2634-2657页
作者: Zhu, Xiaoqiang Qu, Wenyu Qiu, Tie Zhao, Laiping Atiquzzaman, Mohammed Wu, Dapeng Oliver Tianjin Univ Sch Comp Sci & Technol Coll Intelligence & Comp Tianjin 300350 Peoples R China Tianjin Univ Tianjin Key Lab Adv Networking Tianjin 300350 Peoples R China Univ Oklahoma Sch Comp Sci Norman OK 73019 USA Univ Florida Dept Elect & Comp Engn Gainesville FL 32611 USA
With the rapid development of Internet of Things (IoT) technology, location-based services have been widely applied in the construction of smart cities. Satellite-based location services have been utilized in outdoor ... 详细信息
来源: 评论
Ensemble Pruning via Quadratic Margin Maximization
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IEEE ACCESS 2021年 9卷 48931-48951页
作者: Martinez, Waldyn G. Miami Univ Dept Informat Syst & Analyt Oxford OH 45056 USA
Ensemble models refer to methods that combine a typically large number of weak learners into a stronger composite model. The output of an ensemble method is the result of fitting a base-learning algorithm to a given d... 详细信息
来源: 评论
Design and Fault Diagnosis of Induction Motor Using ML-Based algorithms for EV Application
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IEEE ACCESS 2023年 11卷 34186-34197页
作者: Aishwarya, M. Brisilla, R. M. Vellore Inst Technol VIT Sch Elect Engn Vellore 632014 India
The need for alternate transportation is driven by the increased fossil fuel cost and the adverse effects of climatic change. Electric vehicles (EVs) are the best option as they have less carbon footprint and reduced ... 详细信息
来源: 评论
Distributed Reservoir Computing with Sparse Readouts
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IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE 2016年 第4期11卷 59-70页
作者: Scardapane, Simone Panella, Massimo Comminiello, Danilo Hussain, Amir Uncini, Aurelio Univ Roma La Sapienza Dept Informat Engn Elect & Telecommun DIET Rome Italy Univ Stirling Sch Nat Sci Stirling FK9 4LA Scotland
In a network of agents, a widespread problem is the need to estimate a common underlying function starting from locally distributed measurements. Real-world scenarios may not allow the presence of centralized fusion c... 详细信息
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Measuring Explainability and Trustworthiness of Power Quality Disturbances Classifiers Using XAI-Explainable Artificial Intelligence
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IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2022年 第8期18卷 5127-5137页
作者: Machlev, Ram Perl, Michael Belikov, Juri Levy, Kfir Yehuda Levron, Yoash Technion Israel Inst Technol Andrew & Erna Viterbi Fac Elect & Comp Engn IL-3200003 Haifa Israel Tallinn Univ Technol Dept Software Sci EE-12618 Tallinn Estonia
Advanced machine learning techniques have recently demonstrated outstanding performance when applied to power quality disturbance (PQD) classification. Nevertheless, a possible problem is that power experts may find i... 详细信息
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Effectual Energy Consumption and User Comfort Optimization Based on Dynamic User Set Parameters in Electric Vehicles
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES
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IEEE TRANSACTIONS ON INTELLIGENT VEHICLES 2024年 第1期9卷 178-189页
作者: Fayaz, Muhammad Khan, Junaid Bilal, Muhammad Univ Cent Asia Sch Arts & Sci Dept Comp Sci Naryn 722900 Kyrgyzstan Chungnam Natl Univ Dept Environm & IT Engn Daejeon 34134 South Korea Univ Lancaster Sch Comp & Commun Lancaster LA1 4WA England
The reduction of energy usage and the enhancement of comfort indices within electric vehicles stand as key areas of focus for modern research. Numerous approaches have been devised to address these concerns, yet each ... 详细信息
来源: 评论
Resetting Weight Vectors in MOEA/D for Multiobjective Optimization Problems With Discontinuous Pareto Front
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IEEE TRANSACTIONS ON CYBERNETICS 2022年 第9期52卷 9770-9783页
作者: Zhang, Chunjiang Gao, Liang Li, Xinyu Shen, Weiming Zhou, Jiajun Tan, Kay Chen Huazhong Univ Sci & Technol State Key Lab Digital Mfg Equipment & Technol Wuhan 430074 Peoples R China China Univ Geosci Sch Comp Sci Wuhan 430078 Peoples R China Hong Kong Polytech Univ Dept Comp Hong Kong Peoples R China
When a multiobjective evolutionary algorithm based on decomposition (MOEA/D) is applied to solve problems with discontinuous Pareto front (PF), a set of evenly distributed weight vectors may lead to many solutions ass... 详细信息
来源: 评论