Geoffrey A. Solano

34 papers C 1Unranked 33

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Exploring the Role of Transposons in Predicting Antimicrobial Resistance in Tuberculosis and its Co-Infections Using Explainable Machine Learning. ICAIIC Joana S. Tria, Zachary B. Lara, Geoffrey A. Solano
2025	—	`conf`	A Machine Learning Web Application for Predicting the Risk of Diabetes Using Explainable Artificial Intelligence (XAI) on Philippine Data. NiDS (3) Francesca Nicole F. Rivera, Ma. Sheila A. Magboo, Perlita Gasmen, Marc Jermaine Pontiveros, Geoffrey A. Solano
2025	—	`conf`	An Online Deep Learning Tool for Predicting Variants in Viral Mutation Using Seq2Seq LSTM. IISA Justine Marie S. Tence, Marc Jermaine Pontiveros, Paul Vincent Llanes, Heather Eena M. Lim, Johanna Elicia C. Alvarez, Rinnel Brenan L. Bonifacio, Mikaela Rose Gutierrez, Leonardo A. Guevarra, Geoffrey A. Solano
2025	—	`conf`	Brain Tumor Detection Using Vision Transformers on Magnetic Resonance Imaging (MRI) Images. IISA Roland Anthony Z. Tan, Geoffrey A. Solano
2025	—	`conf`	Fine-Tuning Hybrid CNN + LSTM for Brain Tumor Multiclass Classification. NiDS (2) Matthew John F. Sino Cruz, Jaime D. L. Caro, Geoffrey A. Solano
2025	—	`conf`	Simulating Federated Learning for Enhanced Breast Cancer Detection in Ultrasound Images. NiDS (2) Jejomar Y. Derecho, Jaime D. L. Caro, Geoffrey A. Solano
2024	—	`conf`	A Web-Based Network Analysis Tool for the Metaganomic Analysis of Resistomes. IISA Regina Anne DJ. Santos, Geoffrey A. Solano, Zachary B. Lara
2024	—	`conf`	Using Explainable Machine Learning and Integrons to Predict Antimicrobial Resistance in Common Infection-Causing Bacteria. IISA Lady Edronalee J. Tavu, Geoffrey A. Solano, Zachary B. Lara
2023	—	`conf`	Determining Factors Contributing to Psychological and Sleep Quality Impacts of COVID-19 Amongst University Students Using Hypergeometric Test and Permutation-Based Inference. IISA Editho S. Giray, Geoffrey A. Solano, Cherica A. Tee, Michael L. Tee, Josefina T. Ly-Uson, Ryszard Sitarz, Hanna Karakula-Juchnowicz
2022	—	`conf`	A Machine Learning Approach in Evaluating Symptom Screening in Predicting COVID-19. ICAIIC John Althom A. Mendoza, Geoffrey A. Solano, Marc Jermaine Pontiveros, Jaime D. L. Caro, Peter Martin D. Gomez, Conner G. Manuel, Paulyn Jean Buenaflor Rosell-Ubial, Michael L. Tee
2022	—	`conf`	An Online Database Tool for Glycoproteomics of Lung Cancer Cell Lines for Biomarker Discovery and Anti-Cancer Screening of Natural Products. IISA Angelica V. Ayos, Geoffrey A. Solano, Gilbert Luis F. Gapac, Joeriggo M. Reyes, Jomar Fajardo Rabajante, Isagani D. Padolina, Gladys Cherisse J. Completo, Ruel C. Nacario
2022	—	`conf`	Anomaly Detection for Alzheimer's Disease in Brain MRIs via Unsupervised Generative Adversarial Learning. ICAIIC Jean Nathan Cabreza, Geoffrey A. Solano, Sun Arthur A. Ojeda, Vincent Munar
2022	—	`conf`	Identification and Analysis of COVID-19-related Misinformation Tweets via Kullback-Leibler Divergence for Informativeness and Phraseness and Biterm Topic Modeling. ICAIIC Thomas Daniel S. Clamor, Geoffrey A. Solano, Nathaniel Oco, Jasper Kyle Catapang, Jerome V. Cleofas, Iris Thiele Isip-Tan
2022	—	`conf`	Topic Modelling Supreme Court Case Decisions using Latent Dirichlet Allocation. ICTC Bermylle John U. Razon, Geoffrey A. Solano, Lorenz Timothy B. Ranera
2021	—	`conf`	A Floyd-Warshall-Based Reoptimization of Q Matrix on the Single DVRPPD with On-Demand Cancellations. ICTC Jasper Kyle Catapang, Geoffrey A. Solano
2021	—	`conf`	Determining factors contributing to the psychological impact of the COVID-19 Pandemic using machine learning. ICAIIC Carlos Alfonso V. Palattao, Geoffrey A. Solano, Cherica A. Tee, Michael L. Tee
2021	C	`conf`	Feature Subset Selection Using Genetic Algorithm with Aggressive Mutation for Classification Problem. TENCON Marc Jermaine Pontiveros, Geoffrey A. Solano, Joey Mark S. Diaz, Jaime D. L. Caro
2021	—	`conf`	Gene Expression Based Tumor Purity Estimation and Individual-Specific Survival Tool in Skin Cutaneous Melanoma. ICAIIC Marc Jermaine Pontiveros, Joey Mark S. Diaz, Geoffrey A. Solano
2020	—	`conf`	A Bilingual Chatbot Using Support Vector Classifier On an Automatic Corpus Engine Dataset. ICAIIC Jasper Kyle Catapang, Geoffrey A. Solano, Nathaniel Oco
2020	—	`conf`	CRNet Translator: Building GMA, S-System Models and Chemical Reaction Networks of Disease and Metabolic Pathways. IISA Karen T. Fields, Noel Fortun, Geoffrey A. Solano, Angelyn Lao
2020	—	`conf`	Explainable Machine Learning applied to Single-Nucleotide Polymorphisms for Systemic Lupus Erythematosus Prediction. IISA Marc Jermaine Pontiveros, Geoffrey A. Solano, Cherica A. Tee, Michael L. Tee
2020	—	`conf`	Multivariate Time Series Imaging for Short-Term Precipitation Forecasting Using Convolutional Neural Networks. ICAIIC Sun Arthur A. Ojeda, Geoffrey A. Solano, Elmer C. Peramo
2020	—	`conf`	deSSIde: A Clinical Decision-Support Tool for Surgical Site Infection Prediction. ICAIIC Harold R. Mansilla, Geoffrey A. Solano, Marie Carmela M. Lapitan
2019	—	`conf`	Clique-finding Tool for Detecting Approximate Gene Clusters. IISA Bianca Camille Silmaro, Geoffrey A. Solano
2019	—	`conf`	InteGene: An Integer Linear Programming Tool for Discovering Approximate Gene Clusters. IISA Princess Danielle V. Florendo, Geoffrey A. Solano
2019	—	`conf`	WARP: A Workflow-Aware Instructional Platform for Competency-Based Learning. IISA Jose Louie Mark Z. Ano, Geoffrey A. Solano, John Arthur P. Hernan, Ronalyn Grace Francisco
2018	—	`conf`	Biological Network Analysis and Subnetwork Extraction Tool. IISA Danielle M. Rodriguez, Angelyn Lao, Geoffrey A. Solano
2018	—	`conf`	Pathway Based Human Disease Clustering and Similarity Analysis Tool Using Frequent Structure Mining. IISA Delwyn P. Mendoza, Angelyn Lao, Geoffrey A. Solano
2018	—	`conf`	Radiolarian Classification Decision Support Using Supervised and Unsupervised Learning Approaches. IISA Geoffrey A. Solano, Perlita Gasmen, Edanjarlo Marquez
2017	—	`conf`	Pathway-based human disease clustering tool using self-organizing maps. IISA James-Andrew R. Sarmiento, Angelyn Lao, Geoffrey A. Solano
2015	—	`conf`	A disease outbreak detection system using autoregressive moving average in time series analysis. IISA Richard John M. Buendia, Geoffrey A. Solano
2015	—	`conf`	Generating phenograms using frequent structure mining over metabolic pathways. IISA Lejun Christian L. Osorio, Ma. Constancia O. Carillo, Geoffrey A. Solano, Henry N. Adorna
2014	—	`conf`	Building phylogenetic trees from frequent subgraph mining techniques on reaction hypergraphs. IISA Editho S. Giray, Geoffrey A. Solano, Ma. Constancia O. Carillo, Jhoirene B. Clemente, Henry N. Adorna
2014	—	`conf`	Cluster center genes as candidate biomarkers for the classification of Leukemia. IISA Jonnel L. Dela Rosa, Alvin Edwin A. Magpantay, Alex C. Gonzaga, Geoffrey A. Solano