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2019 IEEE 11th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management, HNICEM 2019(2)
2020 IEEE 12th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management, HNICEM 2020(2)
2022 IEEE 18th International Colloquium on Signal Processing and Applications, CSPA 2022 - Proceeding(1)
ICSPCC 2020 - IEEE International Conference on Signal Processing, Communications and Computing, Proceedings(1)
IEEE Region 10 Annual International Conference, Proceedings/TENCON(1)
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Ciencias de la computación(6)
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ODS 9: Industria, innovación e infraestructura(7)
ODS 11: Ciudades y comunidades sostenibles(3)
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ODS 2: Hambre cero(3)
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scopus(8)
Development of Machine Learning-based Predictive Models for Air Quality Monitoring and Characterization
Conference ObjectAbstract: One of the biggest environmental problems right now is air pollution. Air quality is needed to be coPalabras claves:air quality characterization, AQI, Integrated Sensors, Machine learning, r programmingAutores:Amado T.M., Jennifer C. Dela CruzFuentes:scopusDevelopment of Machine Learning-based Predictive Models for Wireless Indoor Localization Application with Feature Ranking via Recursive Feature Elimination Algorithm
Conference ObjectAbstract: The cutting-edge wireless technologies offer huge array of services, from ultra-high-speed data commPalabras claves:Machine learning, Naïve-Bayes, neural network, random forest, recursive feature elimination, SVM, wireless indoor localizationAutores:Amado T.M., Jennifer C. Dela CruzFuentes:scopusDevelopment of Sanitary Landfill's Carbon Dioxide Concentration Models Using Machine Learning Algorithms
Conference ObjectAbstract: Carbon dioxide is one of the major component of landfill gas being emitted by sanitary landfills. HiPalabras claves:Arduino, Landfill, Machine learning, matlab, sensorsAutores:Jennifer C. Dela Cruz, Mabunga Z.P., Magwili G.V., Samortin A.C.Fuentes:scopusDevelopment of Sanitary Landfill's Groundwater Contamination Detection Model Based on Machine Learning Algorithms
Conference ObjectAbstract: This study describes the development of five machine learning models for the detection of groundwatePalabras claves:Arduino, Landfill, Machine learning, matlab, sensorsAutores:Jennifer C. Dela Cruz, Mabunga Z.P., Magwili G.V., Samortin A.C.Fuentes:scopusA Non-Destructive Approach of Young Coconut Maturity Detection using Acoustic Vibration and Neural Network
Conference ObjectAbstract: Fruit maturity classification particularly coconut could bring significant impact in improving the pPalabras claves:acoustic vibration, coconut, Machine learning, maturity classification, sound signatureAutores:Fadchar N.A., Jennifer C. Dela CruzFuentes:scopusAutomated Human Identification through Dental Image Enhancement and Analysis
Conference ObjectAbstract: Every individual has a unique identity like dental feature in which variations in tooth morphology,Palabras claves:IMAGE PROCESSING, Image Stitching, Machine learning, Recurrent Neural Network (RNN), ToothAutores:Czyrylle Cueto J.C., Garcia R.G., Jennifer C. Dela Cruz, Pante S.C., Toral C.G.V.Fuentes:scopusAn Optimized Soil Moisture Prediction Model for Smart Agriculture Using Gaussian Process Regression
Conference ObjectAbstract: An accurate soil moisture model is critical in the design and implementation of a smart agriculturePalabras claves:Bayesian optimization, kernel function, Machine learning, Smart agriculture, soil moistureAutores:Jennifer C. Dela Cruz, Mabunga Z.P.Fuentes:scopusRainfall Predictive Approach for la Trinidad, Benguet using Machine Learning Classification
Conference ObjectAbstract: Use of rain as a source of irrigation water presents an effective use of natural water resources. PrPalabras claves:Classifiers, Machine learning, pbkp_redictive models, performance metrics, rain pbkp_redictionAutores:Jennifer C. Dela Cruz, Macabiog R.E.N.Fuentes:scopus