Topic modeling, clade-assisted sentiment analysis, and vaccine brand reputation analysis of COVID-19 vaccine-related Facebook comments in the Philippines JK Catapang, JV Cleofas 2022 IEEE 16th International Conference on Semantic Computing (ICSC), 123-130, 2022 | 7 | 2022 |
A bilingual chatbot using support vector classifier on an automatic corpus engine dataset JK Catapang, GA Solano, N Oco 2020 International Conference on Artificial Intelligence in Information and …, 2020 | 5 | 2020 |
Optimizing Speed and Accuracy Trade-off in Machine Learning Models via Stochastic Gradient Descent Approximation JK Catapang 2022 9th International Conference on Soft Computing & Machine Intelligence …, 2022 | 3 | 2022 |
A floyd-warshall-based reoptimization of Q matrix on the single dvrppd with on-demand cancellations JK Catapang, GA Solano 2021 International Conference on Information and Communication Technology …, 2021 | 3 | 2021 |
Identification and analysis of COVID-19-related misinformation Tweets via kullback-leibler divergence for informativeness and phraseness and biterm topic modeling TDS Clamor, GA Solano, N Oco, JK Catapang, J Cleofas, IT Isip-Tan 2022 International Conference on Artificial Intelligence in Information and …, 2022 | 2 | 2022 |
On the generation of novel ligands for SARS-CoV-2 protease and ACE2 receptor via constrained graph variational autoencoders JK Catapang, JB Billones | 2 | 2020 |
On Modern Text-to-SQL Semantic Parsing Methodologies for Natural Language Interface to Databases: A Comparative Study M Visperas, AJ Adoptante, CJ Borjal, MT Abia, JK Catapang, E Peramo 2023 International Conference on Artificial Intelligence in Information and …, 2023 | 1 | 2023 |
Parallel Corpus Curation for Filipino Text-to-SQL Semantic Parsing CJ Borjal, M Visperas, AJ Adoptante, MT Abia, JK Catapang, E Peramo 2023 International Conference on Artificial Intelligence in Information and …, 2023 | 1 | 2023 |
Emotion-based Morality in Tagalog and English Scenarios (EMoTES-3K): A Parallel Corpus for Explaining (Im) morality of Actions JK Catapang, M Visperas Proceedings of the Joint 3rd International Conference on Natural Language …, 2023 | | 2023 |
Improving detection of diabetic retinopathy in low-resolution images via latent diffusion JK Catapang, DE Santiago, IT Isip-Tan 2023 IEEE 6th International Conference on Multimedia Information Processing …, 2023 | | 2023 |
Interdisciplinary Approach to Identify and Characterize COVID-19 Misinformation on Twitter: Mixed Methods Study IT Isip Tan, J Cleofas, G Solano, JG Pillejera, JK Catapang JMIR Formative Research 7, e41134, 2023 | | 2023 |
Hadamard Estimated Attention Transformer (HEAT): Fast Approximation of Dot Product Self-attention for Transformers Using Low-Rank Projection of Hadamard Product JK Catapang 2022 9th International Conference on Soft Computing & Machine Intelligence …, 2022 | | 2022 |
k-Nearest Neighbor Optimization via Randomized Hyperstructure Convex Hull JK Catapang arXiv preprint arXiv:1906.04559, 2019 | | 2019 |
A collection of database industrial techniques and optimization approaches of database operations JK Catapang arXiv preprint arXiv:1809.03445, 2018 | | 2018 |