Technologies and Innovation
Springer International Publishing (Verlag)
978-3-031-45681-7 (ISBN)
The 20 full papers included in this book were carefully reviewed and selected from 51 submissions. They were organized in topical sections as follows: Machine Learning; Natural Language Processing and Semantic Web; Computer vision; and Knowledge-based systems.
Machine Learning.- Towards a model for the detection of firearms using machine learning algorithms: A case study.- Logistic regression model to predict the risk of contagion of COVID-19 in patients with associated morbidity using supervised machine learning.- Analysis of CoI Presence Indicators in a Moodle Forum using Unsupervised Learning Techniques.- Development of an intelligent Web system for the analysis of data in the F2 layer of the ionosphere using Machine Learning techniques and its implementation as potential earthquake precursors.- Recurrent Neural Networks (RNN) to predict the curve of COVID-19 in Ecuador during the El Niño Phenomenon.- Traffic Classification in Software-Defined Networking by Employing Deep Learning Techniques: A Systematic Literature Review.- Use of data mining strategies in environmental parameters in poultry farms, a case study.- Natural Language Processing and Semantic Web.- A First Approach to the Classification of Adverse Drug Effects on Twitter through Machine Learning.- SafercITies. Intelligent system for the analysis and monitoring of citizen security.- Automatic classification of Tweets identifying mental health conditions in Central American population in a pandemic.- SentiDariPers: Sentiment Analysis of Dari-Persian Tweets Based on People's Views and Opinion.- Reuse of Ontological Knowledge in Open Science: Models, Sources, Repositories.- Knowledge Graph for Retail commerce.- Automated creation of a repository for learning words in the area of computer science by keyword extraction methods and text classification.- Computer vision.- Automatic identification of hermaphrodite papaya applying computer vision and Machine Learning.- Automatic Detection of Melanoma in Human Skin Lesions.- Information systems based on computer vision for the control of Sigatoka black disease in bananas.- Knowledge-based systems.- Bibliometric analysis based on scientific mapping in the use of digital marketing strategies.- Innovating Chemistry Education: Integrating Cultural Knowledge through a Practical Guide and Augmented Reality.- Evaluation of a Grid for the Identification of Traffic Congestion Patterns.
| Erscheinungsdatum | 24.10.2023 |
|---|---|
| Reihe/Serie | Communications in Computer and Information Science |
| Zusatzinfo | XIII, 292 p. 132 illus., 99 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 474 g |
| Themenwelt | Mathematik / Informatik ► Informatik ► Software Entwicklung |
| Schlagworte | Artificial Intelligence • communication channels (information theory) • Communication Systems • Computer Hardware • Correlation Analysis • Databases • Data communication systems • Data Mining • distributed computer systems • Human-Computer Interaction (HCI) • information systems • machine learning • mobile computing • Network Protocols • parallel processing systems • Signal Processing • Software engineering • Telecommunication networks • Telecommunication Systems |
| ISBN-10 | 3-031-45681-5 / 3031456815 |
| ISBN-13 | 978-3-031-45681-7 / 9783031456817 |
| Zustand | Neuware |
| Haben Sie eine Frage zum Produkt? |
aus dem Bereich
