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检索条件"丛书名=Lecture notes in artificial intelligence,"
57438 条 记 录,以下是4711-4720 订阅
排序:
Fast Convergence of Random Reshuffling Under Over-Parameterization and the Polyak-Lojasiewicz Condition
Fast Convergence of Random Reshuffling Under Over-Parameteri...
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5th International Workshop on Learning with Imbalanced Domains - Theory and Applications / European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)
作者: Fan, Chen Thrampoulidis, Christos Schmidt, Mark Univ British Columbia Dept Comp Sci Vancouver BC Canada Univ British Columbia Dept Elect & Comp Engn Vancouver BC Canada Canada CIFAR AI Chair Amii Montreal PQ Canada
Modern machine learning models are often over-parameterized and as a result they can interpolate the training data. Under such a scenario, we study the convergence properties of a sampling-without-replacement variant ...
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Aggregation Functions and Extent Structure Preservation in Formal Concept Analysis  1
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28th International Conference on Graph-Based Representation and Reasoning (ICCS)
作者: Bejines, Carlos Lopez-Rodriguez, Domingo Ojeda-Hernandez, Manuel Univ Malaga Andalucia Tech Malaga Spain
Formal Concept Analysis (FCA) is a mathematical framework for analysing data tables that capture the relationship between objects and attributes. The concept lattice derived from such a table is a representation of th...
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New Models of Three-Way Conflict Analysis for Incomplete Situation Tables
New Models of Three-Way Conflict Analysis for Incomplete Sit...
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International Joint Conference on Rough Sets (IJCRS)
作者: Lin, Chengmei Xiao, Qimei Yu, Huiying Lang, Guangming Changsha Univ Sci & Technol Sch Math & Stat Changsha 410114 Hunan Peoples R China
For conflict problems, attitudes of agents on issues are often lost due to some mistakes, and trisecting a set of agents is an important research topic of conflict analysis, and three-way decisions with rankings and r...
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Generalization Ability in Medical Image Analysis with Small-Scale Imbalanced Datasets: Insights from Neural Network Learning  22nd
Generalization Ability in Medical Image Analysis with Small-...
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22nd EPIA Conference on artificial intelligence (EPIA)
作者: Biloborodova, Tetiana Brosnan, Brid Skarga-Bandurova, Inna Strauss, Daniel J. Saarland Univ Fac Med Syst Neurosci & Neurotechnol Unit Neuroctr Saarbrucken Germany Htw Saar Sch Engn Saarbrucken Germany Oxford Brookes Univ Oxford England
Within the medical image analysis domain, the lack of extensive and well-balanced datasets has posed a significant challenge to traditional machine learning approaches, resulting in poor generalization ability of the ...
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An Improved Cross-Validated Adversarial Validation Method  1
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16th International Conference on Knowledge Science, Engineering and Management (KSEM)
作者: Zhang, Wen Liu, Zhengjiang Xue, Yan Wang, Ruibo Cao, Xuefei Li, Jihong Shanxi Univ Sch Automat & Software Engn Taiyuan 030006 Peoples R China Shanxi Univ Sch Comp & Informat Technol Taiyuan 030006 Peoples R China Shanxi Univ Sch Modern Educ Technol Taiyuan 030006 Peoples R China
As a widely-used strategy among Kaggle competitors, adversarial validation provides a novel selection framework of a reasonable training and validation sets. An adversarial validation heavily depends on an accurate id...
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Mining Frequent Sequential Subgraph Evolutions in Dynamic Attributed Graphs  27th
Mining Frequent Sequential Subgraph Evolutions in Dynamic At...
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27th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)
作者: Cheng, Zhi Andriamampianina, Landy Ravat, Franck Song, Jiefu Valles-Parlangeau, Nathalie Fournier-Viger, Philippe Selmaoui-Folcher, Nazha Activus Grp 1 Chemin Pigeonnier Cepiere F-31100 Toulouse France Univ Toulouse 1 Capitole UT1 UMR 5505 IRIT CNRS 2 Rue Doyen Gabriel Marty F-31042 Toulouse 09 France Univ Pau & Pays Adour Pau France Shenzhen Univ Shenzhen Peoples R China Univ New Caledonia ISEA BP R4 Noumea 98851 New Caledonia
Mining patterns in a dynamic attributed graph has received more and more attention recently. However, it is a complex task because both graph topology and attributes values of each vertex can change over time. In this...
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Improving Stroke Trace Classification Explainability Through Counterexamples  21st
Improving Stroke Trace Classification Explainability Through...
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21st International Conference on artificial intelligence in Medicine (AIME)
作者: Leonardi, Giorgio Montani, Stefania Striani, Manuel Univ Piemonte Orientale Lab Integrato Intelligenza Artificiale & Informat Azienda Osped Ss Antonio & Biagio & Cesare Arrigo Alessandria Italy
Deep learning process trace classification is proving powerful in several application domains, including medical ones;however, classification results are typically not explainable, an issue which is particularly relev...
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Is It Possible to Measure Real-Time VR Motion Sickness with EDA Wavelet Features?  4th
Is It Possible to Measure Real-Time VR Motion Sickness with ...
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4th International Conference on artificial intelligence in HCI (AI-HCI) Held as Part of the 25th International Conference on Human-Computer Interaction (HCII)
作者: Seong, Sujin Park, Jaehyun Incheon Univ Dept Ind Management Engn Incheon South Korea
Virtual reality (VR) has emerged as a more commercial mainstream, and the number of users complaining of VR motion sickness is increasing rapidly. As a result, many methods, physiological indicators: electrogastrograp...
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Comparison of Geospatial Trajectory Clustering and Feature Trajectory Clustering for Public Transportation Trip Data  18th
Comparison of Geospatial Trajectory Clustering and Feature T...
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18th International Conference on Hybrid artificial intelligence Systems
作者: Cogollos Adrian, Hector Baruque Zanon, Bruno Porras Alfonso, Santiago Dolezel, Petr Univ Burgos Dept Digitalizac Grp Inteligencia Computac Aplicada GICAP Escuela Politecn Super Av Cantabria S-N Burgos 09006 Spain Univ Burgos Fac Ciencias Econ & Empresariales Dept Econ Aplicada Metaheurist GRINUBUMET Pza Infanta Dl Elena S-N Burgos 09001 Spain Univ Pardubice Fac Elect Engn & Informat Studentska 95 Pardubice 53210 Czech Republic
One of the techniques for the analysis of travel patterns on a public transport network is the clustering of the users movements, in order to identify movement patterns. This paper analyses and compares two different ...
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Identifying Cannabis Use Risk Through Social Media Based on Deep Learning Methods  21st
Identifying Cannabis Use Risk Through Social Media Based on ...
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21st International Conference on artificial intelligence and Soft Computing (ICAISC)
作者: Ibrahim, Doaa Inkpen, Diana Al Osman, Hussein Ottawa Univ Ottawa ON K1N 6N5 Canada
Cannabis is the most used drug around the world with the highest risks and associated criminal problems in many countries. This research describes the process of classifying online posts to identify cannabis use probl...
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