Ulteriori informazioni
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.
Sommario
.- 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.
