Telematics and Computing

ISBN-13: 9783031453151 / Angielski / Miękka / 2023

Opis

This book constitutes the proceedings of the 12th International Congress on Telematics and Computing, WITCOM 2023, held in Puerto Vallarta, Mexico, in November 2023. 

The 35 full papers presented in this volume were carefully reviewed and selected from 88 submissions. The papers are focused on the topics of artificial intelligence techniques, data science, blockchain, environment monitoring, cybersecurity, education, and software for communications protocols.

Spis treści

A Decision Tree as an Explainable Artificial Intelligence Technique for Identifying Agricultural Production Predictor Variables in Mexico.- APOS Is Not Enough: Towards A More Appropriate Way to Estimate Computational Complexity in CIC Decimation Architectures.- Shape-Based Object Detection for Industrial Process Improvement.- Power- and Speed-Efficient Compressed Sensing Encoder via Multiplexed Stabilizer.- Classical Artificial Neural Networks and Seismology, Basic Steps for Training Process.- Fractals and Wavelet Fisher's information.- Firewall System for the Internet of Things.- Multimedia technology and smart cities; an inevitable combination of urban progress.- Air Quality Measurement System Using Open Hardware and IoT.- Reduction of energy consumption in a WSN by means of quantum entanglement.- A novel method based on Gunnar Farneback Method, Mathematical Morphology, and Artificial Vision for Flow Analysis in Electrochemical Reactors.- Search space reduction in road networks for the ambulance location and allocation optimization problems: a real case study.- Development of a web-based calculator to simulate link budget for mobile communications systems at urban settlements.- Scientific information management system for multidisciplinary teams.- Air Quality Prediction in Smart Cities using Wireless Sensor Networks and Associative Models.- User interface of digital platforms used TDHA patients: Case study in educational environment.- Recognition of Pollen-carrying bees using Convolutional Neural Networks and Digital Image Processing Techniques.- Predictive Models of Air Pollution through the Implementation of a Mobile Monitoring System.- Multi-labeling of Malware Samples using Behavior Reports and Fuzzy Hashing.- Computational Simulation Applied to 3.5 GHz Band Microstrip Yagi Array Antenna Design for 5G  Technology Mobile Wireless Device.- 3D point cloud outliers and noise reduction using neural networks.- Development and coding of a data framing protocol for IoT/LPWAN networks based on 8-bit processing architectures.- Performance Analysis of Variable Packet Transmission Policies in Wireless Sensor Networks.- About a sentiment analysis technique on Twitter and its application to regional tourism in Quintana Roo".- Comparative study of pattern recognition techniques in the classification of vertebral column diseases.- Security Verification on Instant Messaging Cryptographic Protocols.- Elaboration of an information system to improve operational discipline in PEMEX with LAGS Methodology..- ICIS: a model for context-based classification of sensitive personal information.- Transformational Leadership in universities during the Pandemic by SARS-CoV-2.- Detection of Mental Health Symptoms in the Written Language of Undergraduate Students using a Microblogging Platform.- Neural Network-Based Load Identification for Residential Electrical Installations. A review and an online experimental application.- Interactions in the digital learning ecosystem in teacher learning outcomes.- CRAG: A Guideline to perform a cybersecurity risk audits.- Adversarial attack versus a bio-inspired defensive method for image classification.- Technological tools for inventory control in FAC warehouses.