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Alonica R. Villanueva

Observed name: Alonica Villanueva
ORCID: 0009-0003-4453-5103
Observed ORCID: 0009-0003-4453-5103
OpenAlex ID: A5067987211
Portable Prevention and Monitoring of Driver’s Drowsiness Focuses to Eyelid Movement Using Internet of Things
2018 · Menchie Miranda, Alonica Villanueva, et al. · IEEE International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM) · 17
Application of Natural Language Processing for Phishing Detection Using Machine and Deep Learning Models
2022 · Alonica Villanueva, Christian Atibagos, et al. · International Conference on ICT for Smart Society (ICISS) · 16
Deep Reinforcement Learning with Noise Injection for UAV Path Planning
2019 · Alonica Villanueva, Arnel Fajardo · IEEE International Conference on Engineering Technologies and Applied Sciences (ICETAS) · 16
Multivariate Time Series Forecasting using ARIMAX, SARIMAX, and RNN-based Deep Learning Models on Electricity Consumption
2022 · Fj Vincent Atabay, Ryu Mendoza Pagkalinawan, et al. · International Informatics and Software Engineering Conference (IISEC) · 15
Bitcoin Price Forecasting using Time-series Architectures
2022 · Louise Gabriel N. De Leon, Rafael C. Gomez, et al. · International Conference on ICT for Smart Society (ICISS) · 11
Somnolence Detection System Utilizing Deep Neural Network
2019 · Alonica Villanueva, Renzo Leru L. Benemerito, et al. · International Conference on Information and Communications Technology (ICOIACT) · 6
Development of Low-Latency and Real-Time Filipino Children Automatic Speech Recognition System using Deep Neural Network
2023 · Bonry Dorado, Alonica Villanueva · International Symposium on Digital Forensics and Security (ISDFS) · 5
Crack Detection and Classification for Reinforced Concrete Structures using Deep Learning
2022 · Alonica Villanueva, Juan Karlo B. Balba, et al. · International Conference on Intelligent Technologies (CONIT) · 5
UAV Navigation System with Obstacle Detection using Deep Reinforcement Learning with Noise Injection
2019 · Alonica Villanueva, Arnel Fajardo · International Conference on ICT for Smart Society (ICISS) · 5
SLM-based Hybrid Retrieval for Resource Constrained Retrieval-Augmented Generation on Open Super-Large Crawled Data
2025 · Roman M. Richard, Alonica R. Villanueva · International Conference on Intelligent Computing and Signal Processing (ICSP) · 3
Network Anomaly Detection Using NetFlow and Network Automation
2023 · Anthony Niño S. Aquino, Alonica R. Villanueva · International Symposium on Digital Forensics and Security (ISDFS) · 3
Design of a Behavior Classification System for Monitoring Autism Spectrum Disorder using Deep Learning
2022 · Alonica Villanueva, Sofia Louise McCarthy, et al. · International Informatics and Software Engineering Conference (IISEC) · 3
Real-Time Best-Fitted Crops Recommendation System Based On Agricultural Soil Health
2022 · Alonica Villanueva, Asmadi Dorado, et al. · International Informatics and Software Engineering Conference (IISEC) · 3
Pipeline Leak Classification using Machine Learning Ensemble Methods and Hyperparameter Tuning
2024 · Darwin Tiquio, Alonica Villanueva · International Conference of Science and Information Technology in Smart Administration (ICSINTESA) · 2
Unmanned Aerial Vehicle-Enabled Deep-Learning Based Detection and Segmentation
2024 · Denmel Paul S. Saavedra, Alonica R. Villanueva · IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET) · 1
Speech Emotion Recognition in Filipino Spoken Language Using Deep Learning
2024 · Sally G. Corpus, Alonica R. Villanueva · IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET) · 1
Mobile-Based Translation System for Cebuano Language with Object Detection for Travel Assistance using Neural Machine Translation
2019 · Alonica Villanueva, Reagan Balongcas, et al. · International Conference on Information and Communications Technology (ICOIACT) · 1
Hybrid CNN LSTM for Volcanic Plume Direction and Classification
2026 · Ryan Barro Jaucian, Alonica R. Villanueva · International Conference on Computer, Control, Informatics and its Applications
Development of a Computer Vision-Based System for Multiple Detection and Quality Grading of Carabao Mangoes
2026 · Dionisio M. Martin, Alonica R. Villanueva · International Conference on ICT for Smart Society (ICISS)
Agentic AI for QoS-driven Adaptive Routing in Small-to-Medium Scale Software-Defined Networks
2026 · Robin E. Valenzuela, Alonica R. Villanueva · International Conference on ICT for Smart Society (ICISS)
Leaf Maturity Assessment of Carabao Mango for Flower Induction Readiness using Deep Learning
2026 · Froilan G. Cantillo, Alonica R. Villanueva · International Conference on ICT for Smart Society (ICISS)
An Interpretable AI Framework for Third-Party Visa Assessment using Gradient Boosting Models: A Case Study on US Labor Certification
2026 · Allan Danila, Alonica Villanueva · IEEE Symposium on Computers & Informatics (ISCI)
Volcanic Activity Detection through Plume Image Analysis using CNN-LSTM
2026 · Ryan B. Jaucian, Alonica R. Villanueva · International Journal of Engineering Trends and Technology
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Hardware-Optimized Retrieval-Augmented Generation Using Parallel Hybrid Retrieval and 4-Bit Quantization for Multi-Domain Q&A
2026 · Roman M. Richard, Alonica R. Villanueva · Preprints.org
Enhanced Liver Tumor Segmentation Using 3D U-Net and Swin UNETR
2026 · Julideth C. Castillo, Alonica Villanueva · International Conference on Computer Communication and Artificial Intelligence (CCAI)
Works count: 34
Citation count: 113
H-index: 6
I10-index: 5
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