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Titlebook: Hybrid Artificial Intelligent Systems; 16th International C Hugo Sanjurjo González,Iker Pastor López,Emilio Co Conference proceedings 2021

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发表于 2025-3-21 17:49:07 | 显示全部楼层 |阅读模式
书目名称Hybrid Artificial Intelligent Systems
副标题16th International C
编辑Hugo Sanjurjo González,Iker Pastor López,Emilio Co
视频video
丛书名称Lecture Notes in Computer Science
图书封面Titlebook: Hybrid Artificial Intelligent Systems; 16th International C Hugo Sanjurjo González,Iker Pastor López,Emilio Co Conference proceedings 2021
描述This book constitutes the refereed proceedings of the 16th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2021, held in Bilbao, Spain, in September 2021..The 44 full and 11 short papers presented in this book were carefully reviewed and selected from 81 submissions. The papers are grouped into these topics: data mining, knowledge discovery and big data; bio-inspired models and evolutionary computation; learning algorithms; visual analysis and advanced data processing techniques; machine learning applications; hybrid intelligent applications; deep learning applications; and optimization problem applications..
出版日期Conference proceedings 2021
关键词artificial intelligence; classification; computer vision; correlation analysis; data mining; deep learnin
版次1
doihttps://doi.org/10.1007/978-3-030-86271-8
isbn_softcover978-3-030-86270-1
isbn_ebook978-3-030-86271-8Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer Nature Switzerland AG 2021
The information of publication is updating

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Managing Gene Expression in Evolutionary Algorithms with Gene Regulatory Networksdeveloped algorithm can outperform the standard genetic algorithm in dynamic environments. The algorithm is however not able to outperform all the other developed methods of managing gene expression and avenues for future improvement will be explored.
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0302-9743 d in Bilbao, Spain, in September 2021..The 44 full and 11 short papers presented in this book were carefully reviewed and selected from 81 submissions. The papers are grouped into these topics: data mining, knowledge discovery and big data; bio-inspired models and evolutionary computation; learning
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Document Similarity by Word Clustering with Semantic Distancestration in standard cases, we use the problem of classification of BBC dataset and evaluate their accuracies, producing document clusters by LSA, word-clustering with WordNet, and word-clustering with Word2Vec.
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Learning Bipedal Walking Through Morphological Developmentdom NAO type robot and have designed a morphological development strategy to this end. The results obtained have allowed us to validate the relevance of the assumptions made for the design and implementation of a morphological development strategy.
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A Novel Pre-processing Method for Enhancing Classification Over Sensor Data Streams Using Subspace P the knowledge from the Internet of Things data which is a kind of big data, a new classification model based on subspace probability detection is proposed. This model can be well integrated with traditional data mining algorithms, and the performance on sensor data mining is greatly improved.
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A Binary Classification Model for Toxicity Prediction in Drug Designprotein to test the accuracy prediction of the models. All models were tested with different sets of hyperparameters. The proposed model showed higher accuracy and lower loss compared to the other architectures. The number of descriptors played a key roll in the accuracy of the proposed model along with the Adam optimizer.
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