Smart Technologies, Systems and Applications : 4th International Conference, Smart Tech-IC 2024, Quito, Ecuador, December 2-4, 2024, Revised Selected Papers, Part I (Communications in Computer and Information Science)

Narváez, Fabián R. (EDT)/ Villa, Micaela N. (EDT)/ Díaz, Gloria M. (EDT)

Springer International Publishing AG（2025/08発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 463 p.
• 言語 ENG
• 商品コード 9783031982866

Full Description

This two-volume set, CCIS 2392 and CCIS 2393, constitutes the refereed proceedings of the 4th International Conference on Smart Technologies, Systems and Applications, SmartTech-IC 2024, held in Quito, Ecuador, during December 2-4, 2024.

The 68 full papers presented in these proceedings were carefully reviewed and selected from 168 submissions. They were categorized under the following topical sections:
 
Part I: Smart Technologies; Smart Systems.
Part II: Smart Trends and Applications; Poster Session.

Contents

.- Smart Technologies.

.- Industrial Anomaly Detection: Bridging OPC-UA with Classical and Deep Learning Methods.

.- Developing a LoRaWAN-based Data Acquisition Device Empowered by AI.

.- Developing an IoT System with LoRa and a Web Platform for Enhanced Early Detection of Forest Fires.

.- An Unified Multi-Platform IoT Architecture Leveraging gRPC for Seamless Integration of LoRaWAN, MQTT, and HTTP Protocols.

.- Security Vulnerability Testing Architecture in IoT Based on a Honeypot.

.- Comparison of Machine Learning and Dimensionality Reduction Algorithms in the Classification of Myoelectric Hand Gestures for Prosthetic Control.

.- Enhancing Rehabilitation with EMG-Driven Hand Gesture Recognition Using SVM, KNN, and MLP.

.- A Prototype for Sedentary Posture Monitoring Using a Chair and Headband Sensor System.

.- Diagnosis of Heart Failure: Integrating Echocardiographic and Clinical Data through Neural Networks.

.- A Low Power Non-Invasive Wrist-Based Approach for Glucose Monitoring.

.- Medical Waste Data Analysis in Ecuador using Sparse HJ-Biplot and Clustering Techniques.

.- Development of a Signal Acquisition and Processing System to Determine the Operating Characteristic Curve of Domestic Refrigerators Axial Fans.

.- Exams as a Service: Synergies between ChatGPT, and Cloud Computing for Education.

.- Leveraging Web Scraping to Identify Opportunities for Young Talent to UK Digital Manufacturing.

.- Evaluating Word Embedding Models in Ecuadorian Legal Texts: A Comparison of CBOW and Skip-gram for Semantic Analysis.

.- Stimulation of spatial reasoning in children aged 6 to 7 using assistive technology, computer vision, and elements of Inca and Ca˜nari cultures.

.- Creating a Botnet in a Virtual Environment: A Study Based on the Mirai Code.

.- Attention based Tri-decoder Framework for Segmentation and Classification of Nuclei in Bladder Histology.

.- Enhanced Breast Cancer Detection Using Filter-Augmented DenseNet169: Outper-forming Traditional CNN Models with Few-er Epochs.

.- Windowing Based Data Augmentation Techniques to Enhance the Synthesis of Contrast Response in Contrast-Enhanced Spectral Mammography Images.

.- Smart Systems.

.- Detection of DDoS Attacks in Computer Networks Using Deep Learning.

.- Exploring New Horizons on the Interpretation of PCA using LLM for Data Analysis.

.- ChatBanker: A chatbot for efficient management of bank documents.

.- Application of Machine Learning Algorithms to Detect Fake News in the Peruvian Context.

.- Use of an annotation method for Spanish-language tweets concerning corruption in Peru.

.- Detecting Fake News and Fact-Checking in Tweets Using Spanish Language Models: A Case Study with Ecuador Chequea and Ecuador Verifica.

.- Detection of Automatically Generated Texts: A Classification-Based Approach and Text Features.

.- Polyglot Persistence in Heterogeneous NoSQL Database Systems with Python.

.- An intelligent mobile navigation system for visually impaired people using computer vision and deep learning for multi-label classification in park environments.

.- Drone Detection and Antidrone System Using YOLO: An Effective Approach to Airspace.

.- Enhancing Cellular Line Representation with Transformer-Based Text Embeddings for Precision Drug Repositioning.

.- Enhanced AlexNet CNN for Accurate Detection of Parkinson's Disease Using MRI Data.