Multi-disciplinary Trends in Artificial Intelligence : 15th International Conference, MIWAI 2022, Virtual Event, November 17–19, 2022, Proceedings / / edited by Olarik Surinta, Kevin Kam Fung Yuen

• Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022
• Edizione: 1st ed. 2022.
• Descrizione fisica: 1 online resource (238 pages)
• Disciplina: 006.3
• Soggetto topico: Artificial intelligence; Education - Data processing; Computer engineering; Computer networks; Social sciences - Data processing; Artificial Intelligence; Computers and Education; Computer Engineering and Networks; Computer Application in Social and Behavioral Sciences
• Persona (resp. second.): SurintaOlarik; Kam Fung YuenKevin
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: 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.
• Sommario/riassunto: 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. .
• Titolo autorizzato: Multi-Disciplinary Trends in Artificial Intelligence
• ISBN: 9783031209925; 3031209923
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910624309703321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Artificial Intelligence, . 2945-9141 ; ; 13651