Arnel C. Fajardo

29 papers Journal 5Unranked 24

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Feature Engineering and Optimization of Convolutional Neural Network in Classifying Tikog Leaf for Banig Weaving Industry. CSCS Las Johansen B. Caluza, Arnel C. Fajardo
2025	—	`conf`	Image-Based Classification of Healthy and Infected Cacao Pods Using Google Teachable Machine. ICCAE Franklin G. Lopez, Arnel C. Fajardo
2025	—	`conf`	Optimizing Fruit Yield Prediction: Evaluating Multiobject Tracking Algorithms for Calamansi Fruit Detection Using Yolov8m. ICCAE Regine A. Ponce-Machete, Arnel C. Fajardo
2024	J	`jnl`	Horizontal sequence pooling technique in convolutional neural networks to optimize feature extraction for DNA sequence classification. Int. Arab J. Inf. Technol. Lilibeth Coronel, Arnel C. Fajardo, Ruji Medina
2024	—	`conf`	Improved Adam Optimizer with Warm-Up Strategy and Hyperbolic Tangent Function for Employee Turnover Prediction Using Multilayer Perceptron (MLP). ICTC Archie O. Pachica, Arnel C. Fajardo, Ruji P. Medina
2024	—	`conf`	Optimizing Detection and Recognition of Uneaten Fish Food Pellet Using Computer Vision Technique. ICSCA Jesus M. Lindo, Arnel C. Fajardo, Cherry R. Gumiran, Joel M. Gumiran
2024	—	`conf`	Performance of Enhanced CNN-LSTM Prediction Model for Vehicle-Mounted Air Quality Monitoring. ICTC Ceferino Llamelo, Ruji Medina, Arnel C. Fajardo
2024	—	`conf`	Predicting Calamansi Fruit Yield Using CNN-Based Flower Detection: A Deep Learning Approach. JCSSE Regine A. Ponce-Machete, Arnel C. Fajardo
2023	—	`conf`	Analysis of Water Quality for Taal Lake Using Machine Learning Classification Algorithm. JCSSE Michelle C. Tanega, Arnel C. Fajardo, Jomel S. Limbago
2023	—	`conf`	Classification of Water Quality Index in Laguna de Bay using XGBoost. JCSSE Angelito L. Catajan, Arnel C. Fajardo, Jomel S. Limbago
2023	—	`conf`	Predicting Abundance of Fish Species Populations in Manila Bay, Philippines Based on Ensemble Learning Approach. JCSSE Sherrlyn M. Rasdas, Arnel C. Fajardo, Jomel S. Limbago
2023	—	`conf`	Rough Rice Grading in the Philippines Using Infrared Thermography. CCCE Orfel L. Bejarin, Arnel C. Fajardo
2023	—	`conf`	Seagrass Classification Using Differentiable Architecture Search. JCSSE Mark Anthony A. Ozaeta, Arnel C. Fajardo, Felimon P. Brazas, Jed Allan M. Cantal
2023	—	`conf`	Tropical Cyclone Analysis and Accumulated Precipitation Predictive Model Using Regression Machine Learning Algorithm. CCCE Maribel S. Abalos, Arnel C. Fajardo
2022	J	`jnl`	Exploration of Various Deep Learning Models for Increased Accuracy in Automatic Polyp Detection. CoRR Ariel E. Isidro, Arnel C. Fajardo, Alexander A. Hernandez
2020	J	`jnl`	Day-Ahead Solar Irradiation Forecasting Utilizing Gramian Angular Field and Convolutional Long Short-Term Memory. IEEE Access Ying-Yi Hong, John Joel F. Martinez, Arnel C. Fajardo
2020	J	`jnl`	Locational Marginal Price Forecasting Using Deep Learning Network Optimized by Mapping-Based Genetic Algorithm. IEEE Access Ying-Yi Hong, Jonathan V. Taylar, Arnel C. Fajardo
2019	—	`conf`	Enhancing Feed-Forward Neural Network in Image Classification. ICCBD Mark Jovic A. Daday, Arnel C. Fajardo, Ruji P. Medina
2019	—	`conf`	Forecasting Banana Harvest Yields using Deep Learning. ICSET Mariannie Rebortera, Arnel C. Fajardo
2019	—	`conf`	Multi-class Document Classification Using Improved Word Embeddings. ICCBD Benedict A. Rabut, Arnel C. Fajardo, Ruji P. Medina
2019	—	`conf`	Non-destructive Bridge Pavement Detection Using Impact Sound and Convolutional Neural Network. ICCAI Jeffrey S. Sarmiento, Cristina Amor M. Rosales, Arnel C. Fajardo
2019	—	`conf`	Solving Dietary Planning Problem using Particle Swarm Optimization with Genetic Operators. ICMLSC Edmarlyn Porras, Arnel C. Fajardo, Ruji P. Medina
2018	—	`conf`	A Novel Feature Hashing With Efficient Collision Resolution for Bag-of-Words Representation of Text Data. NLPIR Bobby A. Eclarin, Arnel C. Fajardo, Ruji P. Medina
2018	—	`conf`	A Novel Learning Rate Decay Function of Kohonen Self-Organizing Maps Using the Exponential Decay Average Rate of Change for Image Clustering. NLPIR Edwin F. Galutira, Arnel C. Fajardo, Ruji P. Medina
2018	—	`conf`	An Adequate Dietary Planning Model Using Particle Swarm Optimization. MIWAI Edmarlyn Porras, Arnel C. Fajardo, Ruji Medina
2018	—	`conf`	Automated Teller Machines Location's Information Retrieval Search Engine Using Suffix Tree Clustering Technique. NLPIR Gil L. Fabon, Arnel C. Fajardo, Ruji P. Medina
2018	—	`conf`	ICD-9 Tagging of Clinical Notes Using Topical Word Embedding. ICIEB Mary Jane C. Samonte, Bobby D. Gerardo, Arnel C. Fajardo, Ruji P. Medina
2018	—	`conf`	LSB Rotation and Inversion Scoring Approach to Image Steganography. JCSSE Ryan A. Subong, Arnel C. Fajardo, Yoon-Joong Kim
2017	J	`jnl`	Trigonometry with ProjectMEC: A Courseware and Student Performance Evaluation. J. Softw. Lester C. Hao, Alvin Ray D. Estiva, Arnel C. Fajardo