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Multi-disciplinary trends in artific...

MIWAI (Workshop) (2022 :)

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Multi-disciplinary trends in artificial intelligence = 15th International Conference, MIWAI 2022, virtual event, November 17-19, 2022 : proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Multi-disciplinary trends in artificial intelligence/ edited by Olarik Surinta, Kevin Kam Fung Yuen.
其他題名:	15th International Conference, MIWAI 2022, virtual event, November 17-19, 2022 : proceedings /
其他題名:	MIWAI 2022
其他作者:	Surinta, Olarik.
團體作者:	MIWAI (Workshop)
出版者:	Cham :Springer International Publishing : : 2022.,
面頁冊數:	xii, 225 p. :ill. (some color), digital ;24 cm.
內容註:	Computing Nash Equilibrium among Crops in Real World Agriculture Domain -- Evolutionary Feature Weighting Optimization and Majority Voting Ensemble Learning for Curriculum Recommendation in the Higher Education -- Fuzzy Soft Relations-Based Rough Soft Sets Classified by Overlaps of Successor Classes with Measurement Issues -- Helmet Detection System for Motorcycle Riders with Explainable Artificial Intelligence Using Convolutional Neural Network and Grad-CAM -- Hierarchical Human Activity Recognition based on Smartwatch Sensors using Branch Convolutional Neural Networks -- Improving Predictive Model to Prevent Students' Dropout in Higher Education Using Majority Voting and Data Mining Techniques -- LCIM: Mining Low Cost High Utility Itemsets -- MaxFEM: Mining Maximal Frequent Episodes in Complex Event Sequences -- Method for Image-based Preliminary Assessment of Car Park for the Disabled and the Elderly using Convolutional Neural Networks and Transfer Learning -- Multi-resolution CNN for Lower Limb Movement Recognition based on Wearable Sensors -- News Feed: A Multiagent-based Push Notification System -- News Feed: A Multiagent-based Push Notification System -- Recognizing Driver Activities using Deep Learning Approaches based on Smartphone Sensors -- Sentence-Level Sentiment Analysis for Student Feedback Relevant to Teaching Process Assessment -- Sentiment Analysis of Local Tourism in Thailand from YouTube Comments by using BiLSTM -- Stable Coalitions of Buyers in Real World Agriculture Domain -- The Analysis of Explainable AI via Notion of Congruence -- Using Ensemble Machine Learning Methods to Forecast Particulate Matter (PM2.5) in Bangkok, Thailand -- Wearable Fall Detection Based on Motion Signals using Hybrid Deep Residual Neural Network.
Contained By:	Springer Nature eBook
標題:	Artificial intelligence - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-20992-5
ISBN:	9783031209925

Multi-disciplinary trends in artificial intelligence = 15th International Conference, MIWAI 2022, virtual event, November 17-19, 2022 : proceedings /
Multi-disciplinary trends in artificial intelligence15th International Conference, MIWAI 2022, virtual event, November 17-19, 2022 : proceedings /[electronic resource] :MIWAI 2022edited by Olarik Surinta, Kevin Kam Fung Yuen. - Cham :Springer International Publishing :2022. - xii, 225 p. :ill. (some color), digital ;24 cm. - Lecture notes in computer science,136510302-9743 ;. - Lecture notes in computer science ;13651..

Computing Nash Equilibrium among Crops in Real World Agriculture Domain -- Evolutionary Feature Weighting Optimization and Majority Voting Ensemble Learning for Curriculum Recommendation in the Higher Education -- Fuzzy Soft Relations-Based Rough Soft Sets Classified by Overlaps of Successor Classes with Measurement Issues -- Helmet Detection System for Motorcycle Riders with Explainable Artificial Intelligence Using Convolutional Neural Network and Grad-CAM -- Hierarchical Human Activity Recognition based on Smartwatch Sensors using Branch Convolutional Neural Networks -- Improving Predictive Model to Prevent Students' Dropout in Higher Education Using Majority Voting and Data Mining Techniques -- LCIM: Mining Low Cost High Utility Itemsets -- MaxFEM: Mining Maximal Frequent Episodes in Complex Event Sequences -- Method for Image-based Preliminary Assessment of Car Park for the Disabled and the Elderly using Convolutional Neural Networks and Transfer Learning -- Multi-resolution CNN for Lower Limb Movement Recognition based on Wearable Sensors -- News Feed: A Multiagent-based Push Notification System -- News Feed: A Multiagent-based Push Notification System -- Recognizing Driver Activities using Deep Learning Approaches based on Smartphone Sensors -- Sentence-Level Sentiment Analysis for Student Feedback Relevant to Teaching Process Assessment -- Sentiment Analysis of Local Tourism in Thailand from YouTube Comments by using BiLSTM -- Stable Coalitions of Buyers in Real World Agriculture Domain -- The Analysis of Explainable AI via Notion of Congruence -- Using Ensemble Machine Learning Methods to Forecast Particulate Matter (PM2.5) in Bangkok, Thailand -- Wearable Fall Detection Based on Motion Signals using Hybrid Deep Residual Neural Network.

This book constitutes the refereed proceedings of the 15th International Conference on Multi-disciplinary Trends in Artificial Intelligence, MIWAI 2022, held online on November 17-19, 2022. The 14 full papers and 5 short papers presented were carefully reviewed and selected from 42 submissions.

ISBN: 9783031209925

Standard No.: 10.1007/978-3-031-20992-5doiSubjects--Topical Terms:

606815
Artificial intelligence
--Congresses.

LC Class. No.: Q334

Dewey Class. No.: 006.3

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