A Parallel Support Vector Machine algorithm to identify patterns of pollution in Smart Cities for Metropolitan Zone of Guadalajara

QR Code

A Parallel Support Vector Machine algorithm to identify patterns of pollution in Smart Cities for Metropolitan Zone of Guadalajara

Pollution in dense populations such as the Metropolitan Area of Guadalajara grows exponentially, affecting the health of citizens and reducing their quality of life. One of the main research challenges pursued with the study of Smart Cities is environmental pollution to improve the well-being of ci...

Full description

Saved in:

Bibliographic Details
Main Authors:	Martha Patricia Martínez Vargas, Elsa Estrada Guzmán, Roció Maciel Arellano
Format:	Article
Language:	English
Published:	Universidad de Guadalajara 2022-02-01
Series:	ReCIBE
Subjects:	Data mining Support vector machines parallel support vector machine libraries Internet of Things Smart Cities.
Online Access:	http://recibe.cucei.udg.mx/index.php/ReCIBE/article/view/162
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Implementasi Algoritma Support Vector Machine (SVM) Untuk Klasifikasi Penyakit Stroke
by: Danis Rifa Nurqotimah, et al.
Published: (2024-12-01)

KLASIFIKASI UCAPAN KATA DENGAN SUPPORT VECTOR MACHINE
by: Sukmawati Nur Endah, et al.
Published: (2012-10-01)

Support Vector Machine for Classifying Heart Failure, Hypertension, and Normal Heart Condition
by: Surya Amando Bangun, et al.
Published: (2025-06-01)

Evaluation of Privacy-Preserving Support Vector Machine (SVM) Learning Using Homomorphic Encryption
by: William J. Buchanan, et al.
Published: (2025-05-01)

Multi-Level Depression Severity Detection with Deep Transformers and Enhanced Machine Learning Techniques
by: Nisar Hussain, et al.
Published: (2025-07-01)

Machine Learning- and Deep Learning-Based Multi-Model System for Hate Speech Detection on Facebook
by: Amna Naseeb, et al.
Published: (2025-06-01)

Crack Location in Wind Turbine Blades Using Vibration Signal and Support Vector Machine
by: Perla Y. Sevilla-Camacho, et al.
Published: (2025-04-01)

Comparative Analysis of Naïve Bayes Classifier and Support Vector Machine for Multilingual Sentiment Analysis: Insights from Genshin Impact User Reviews
by: Rachell Aprinastya, et al.
Published: (2024-12-01)

Evaluation of Decision Tree and Support Vector Machine Classifiers in Comparison for Flood Prediction
by: Suha Abdullah
Published: (2025-06-01)

Fiber Nonlinearity Equalizer Based on Support Vector Classification for Coherent Optical OFDM
by: Tu Nguyen, et al.
Published: (2016-01-01)

Artificial Neural Network vs. Support Vector Machine For Speech Emotion Recognition
by: Mohamed. A. Ahmad
Published: (2023-02-01)

Using an image segmentation and support vector machine method for identifying two locust species and instars
by: Shuhan LU, et al.
Published: (2020-05-01)

SUPPORT VECTOR MACHINE METHOD FOR PREDICTING INVESTMENT MEASURES
by: Olga V. Kitova, et al.
Published: (2016-08-01)

Classification of Anxiety Levels of IGD Patients at RSU Royal Prima Medan Using Support Vector Machine (SVM) Algorithm
by: Kharisma Gunanta Ginting, et al.
Published: (2025-07-01)

Implementasi Metode Support Vector Machine (SVM) dan t-Distributed Stochastic Neighbor Embedding (t-SNE) untuk Klasifikasi Depresi
by: Satria Abimanyu, et al.
Published: (2023-11-01)

Sentiment Analysis of User Reviews of the KitaLulus Application on Google Play Store using the Support Vector Machine (SVM) Algorithm
by: Ahmad Syaifudin Agil Rafsanjani, et al.
Published: (2025-09-01)

Comparison of Random Forest and Support Vector Machine Methods in Sentiment Analysis of Student Satisfaction Questionnaire Comments at ITB STIKOM Bali
by: Purnama Sidik, et al.
Published: (2025-06-01)

Whole genome SNPs among 8 chicken breeds enable identification of genetic signatures that underlie breed features
by: Jie WANG, et al.
Published: (2023-07-01)

Decision Tree, Naïve Bayes and Support Vector Machine Applying on Social Media Usage in NYC / Comparative Analysis
by: Ahmed Burhan Mohammed
Published: (2023-02-01)

Metro Shield Machine Attitude Prediction Method Integrating Excavation Index and Support Vector Regression
by: ZHANG Zhen, et al.
Published: (2025-06-01)

Enhancing Stroke Prediction with Logistic Regression and Support Vector Machine Using Oversampling Techniques
by: Syamsul Risal, et al.
Published: (2025-06-01)

An Innovative Proposal for Developing a Dynamic Urban Growth Model Through Adaptive Vector Cellular Automata
by: Ahmet Emir Yakup, et al.
Published: (2025-07-01)

Optimasi Algoritma Support Vector Machine Berbasis Kernel Radial Basis Function (RBF) Menggunakan Metode Particle Swarm Optimization Untuk Analisis Sentimen
by: Cucun Very Angkoso, et al.
Published: (2025-06-01)

Application of stochastic methods, wavelet transformations and support vectors for the study of electroencephalogram signals
by: Veronika V. Tolmanova, et al.
Published: (2025-12-01)

RU-OLD: A Comprehensive Analysis of Offensive Language Detection in Roman Urdu Using Hybrid Machine Learning, Deep Learning, and Transformer Models
by: Muhammad Zain, et al.
Published: (2025-06-01)

Sentiment Analysis of User Reviews on the Game GTA V Using Support Vector Machine
by: Adika Kaka Saputra, et al.
Published: (2025-07-01)

Evaluation of Multi-Class Classification Performance Lung Cancer Through K-NN and SVM Approach
by: Muh. Indra Endriartono Saputra Troy, et al.
Published: (2025-04-01)

Comparison of Satellite-Derived Bathymetry Algorithm Accuracy Using Sentinel-2 Multispectral Satellite Image
by: Muhammad Iqra Prasetya, et al.
Published: (2023-03-01)

Application and Analysis of Random Forest and Support Vector Classification in Risk Prediction of Childhood Obesity and Hyperuricemia
by: Wang Y, et al.
Published: (2025-07-01)

Aspect-Based Sentiment Analysis on User Perceptions of OVO using Latent Dirichlet Allocation and Support Vector Machine
by: Eka Fahira Aprilia, et al.
Published: (2025-06-01)

Comparative Analysis of Random Forest and Support Vector Machine for Sundanese Dialect Classification Using Speech Recognition Features
by: Abdull Halim Anshor, et al.
Published: (2025-05-01)

Signal Preprocessing for Enhanced IoT Device Identification Using Support Vector Machine
by: Rene Francisco Santana-Cruz, et al.
Published: (2025-05-01)

Sentiment Analysis on Public Perception of the Nusantara Capital on Social Media X Using Support Vector Machine (SVM) and K-Nearest Neighbor (K-NN) Methods
by: Dinda Haliza, et al.
Published: (2025-06-01)

Predicting soybean seed germination using the tetrazolium test and computer intelligence
by: Marcio Alves Fernandes, et al.
Published: (2025-07-01)

Analisis Sentimen Aplikasi Playstore Sirekap 2024 Pasca Pilpres Dengan Perbandingan Metode Support Vector Machine (SVM), Naïve Bayes Classifier Dan Random Forest.
by: Dede Ardian TARIGAN
Published: (2025-06-01)

Precision Measurement and Feature Selection in Medical Diagnostics using Hybrid Genetic Algorithm and Support Vector Machine
by: Gowri Subadra K, et al.
Published: (2025-07-01)

Rapid and Low-Cost Detection of Thyroid Dysfunction Using Raman Spectroscopy and an Improved Support Vector Machine
by: Xiangxiang Zheng, et al.
Published: (2018-01-01)

Sentiment Analysis of PeduliLindungi User Using Naïve Bayes Classifier Algorithm and Support Vector Machine
by: Rizki Rahmatullah, et al.
Published: (2024-08-01)

A Classification Method Related to Respiratory Disorder Events Based on Acoustical Analysis of Snoring
by: Can WANG, et al.
Published: (2020-02-01)

An enhanced control solutions for efficient urban waste management using deep learning algorithms
by: Gabriel James, et al.
Published: (2024-09-01)