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检索条件"任意字段=7th International Conference on Machine Learning and Soft Computing, ICMLSC 2023"
787 条 记 录,以下是21-30 订阅
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Tight Lower Bound of Generalization Error in Ensemble learning  7
Tight Lower Bound of Generalization Error in Ensemble Learni...
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Joint 7th international conference on soft computing and Intelligent Systems (SCIS) and 15th international Symposium on Advanced Intelligent Systems (ISIS)
作者: Uchida, Masato Chiba Inst Technol Fac Engn Narashino Chiba 2750016 Japan
A machine learning method that integrates multiple component predictors into one predictor is referred to as ensemble learning. In this paper, we derive a tight lower bound of the generalization error in ensemble lear... 详细信息
来源: 评论
Energy Efficient Hyperparameters Tuning through Augmented Gaussian Processes and Multi-information Source Optimization  7
Energy Efficient Hyperparameters Tuning through Augmented Ga...
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7th international conference on soft computing and machine Intelligence (ISCMI)
作者: Candelieri, Antonio Archetti, Francesco Ponti, Andrea Perego, Riccardo Univ Milano Bicocca Dept Econ Management & Stat Milan Italy Univ Milano Bicocca Dept Comp Sci Syst & Commun Milan Italy
Searching for the optimal values of hyperparameters of a machine learning algorithm can be an extremely computationally expensive and awfully energivorous process. this paper proposes multi information source optimiza... 详细信息
来源: 评论
Surrogate Assisted Methods for the Parameterisation of Agent-Based Models  7
Surrogate Assisted Methods for the Parameterisation of Agent...
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7th international conference on soft computing and machine Intelligence (ISCMI)
作者: Perumal, Rylan van Zyl, Terence L. Univ Witwatersrand Sch Comp Sci & Appl Math Johannesburg South Africa Univ Johannesburg Inst Intelligent Syst Johannesburg South Africa
Parameter calibration is a major challenge in agent-based modelling and simulation (ABMS). As the complexity of agent-based models (ABMs) increase, the number of parameters required to he calibrated grows. this leads ... 详细信息
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A Hybrid machine learning Method for Diabetes Detection based on Unsupervised Clustering  23
A Hybrid Machine Learning Method for Diabetes Detection base...
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7th international conference on machine learning and soft computing, icmlsc 2023
作者: Liu, Junhong Peng, Bo Yin, Zezhao School of Computer and Artificial Intelligence Southwest Jiaotong University China
Diabetes is a common disease, and due to the increasing incidence year by year. But most diabetics can not be easily detected in the early stage, since the symptoms are not obvious. the objective of this study is to p... 详细信息
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Automated Identification of Individuals in Wildlife Population Using Siamese Neural Networks  7
Automated Identification of Individuals in Wildlife Populati...
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7th international conference on soft computing and machine Intelligence (ISCMI)
作者: Dlamini, Nkosikhona van Zyl, Terence L. Univ Witwatersrand Sch Comp Sci & Appl Math Johannesburg South Africa Univ Johannesburg Inst Intelligent Syst Johannesburg South Africa
Similarity learning coupled with semi-hard pair mining has been applied successfully in human individual identification using images of faces. this approach is coupled with innovative training data sampling techniques... 详细信息
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Post Processing Selection of Automatic Item Generation in Testing to Ensure Human-Like Quality with machine learning  23
Post Processing Selection of Automatic Item Generation in Te...
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7th international conference on machine learning and soft computing, icmlsc 2023
作者: Duvvuri, Venkata Lee, Gahyoung Hsu, Yuwei Makwana, Asha Morgan, Chris College of Professional Studies Northeastern University United States AITestBanks Inc. United States
Automatic Item Generation (AIG) is increasingly used to process large amounts of information and scale the demand for computerized testing. Recent work in Artificial Intelligence for AIG (aka Natural Question Generati... 详细信息
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An Energy-Efficient Human Activity Recognition System Based on Smartphones  7
An Energy-Efficient Human Activity Recognition System Based ...
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7th international conference on soft computing and machine Intelligence (ISCMI)
作者: Shi, Junhao Zuo, Decheng Zhang, Zhan Harbin Inst Technol Dept Comp Sci & Technol Harbin Peoples R China
Smartphone-based human activity recognition (HAR) has become a considerable research field as a subdomains of pattern recognition and pervasive computing. With the increasing popularity of smartphones, LIAR has promin... 详细信息
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Deep Neural Networks for Lie Detection with Attention on Bio-signals  7
Deep Neural Networks for Lie Detection with Attention on Bio...
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7th international conference on soft computing and machine Intelligence (ISCMI)
作者: Bhamare, Ameya Rajendra Katharguppe, Srinivas Nancy, Silviya J. PES Univ Dept Comp Sci & Engn Bangalore Karnataka India
After years of research, scientists have consistently proven that the ability of people to detect deception is no greater than chance. Accurate deception detection is crucial for law enforcement officials. the convent... 详细信息
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A Comprehensive Diagnostic Tool for Skin Cancer Using a Multifaceted Computer Vision Approach  7
A Comprehensive Diagnostic Tool for Skin Cancer Using a Mult...
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7th international conference on soft computing and machine Intelligence (ISCMI)
作者: Srinivasan, Pranav Srinivasan, Varun Westwood High Sch Austin TX 78750 USA
this paper introduces a system that has the capability to effectively diagnose a skin lesion through machine learning computer vision techniques that enable real-time assessment. this enables individuals to efficientl... 详细信息
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Federated learning based Object Detection using Dampened Harmonic Optimization  23
Federated Learning based Object Detection using Dampened Har...
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7th international conference on machine learning and soft computing, icmlsc 2023
作者: Jain, Deepak Kumar Khanna, Akshit Gera, Bhavya Sangwan, Dhiraj Chongqing University of Posts and Telecommunications Chongqing China Birla Institute of Technology and Science Rajasthan Pilani India CSIR-CEERI Rajasthan Pilani India
Object Detection is the task of detecting and localizing objects of importance in visual media. the rapid increase in the number of powerful end devices such as mobiles and surveillance cameras have to lead to increas... 详细信息
来源: 评论