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Journal Articles
- 2024
[j19]Lisha Yao
, Mideth B. Abisado:
Prediction Method of O2O Coupon Based on Multi-Grained Attention Mechanism of CNN and Bi-GRU. IEEE Access 12: 16902-16914 (2024)- [j18]Aixiang He, Mideth B. Abisado:
Text Sentiment Analysis of Douban Film Short Comments Based on BERT-CNN-BiLSTM-Att Model. IEEE Access 12: 45229-45237 (2024) - [j17]Kalaipriyan Thirugnanasambandam, Jayalakshmi Murugan, Rajakumar Ramalingam, Mamoon Rashid, R. S. Raghav, Tai-Hoon Kim, Gabriel Avelino R. Sampedro, Mideth B. Abisado:
Optimizing multimodal feature selection using binary reinforced cuckoo search algorithm for improved classification performance. PeerJ Comput. Sci. 10: e1816 (2024) - [j16]Sidra Abbas, Shtwai Alsubai, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor, Tai-Hoon Kim:
Privacy preserved and decentralized thermal comfort prediction model for smart buildings using federated learning. PeerJ Comput. Sci. 10: e1899 (2024) - [j15]Sidra Abbas, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Mideth B. Abisado, Mehrez Marzougui, Tai-Hoon Kim, Areej Alasiry:
PODE: privacy-enhanced distributed federated learning approach for origin-destination estimation. PeerJ Comput. Sci. 10: e2050 (2024) - [j14]Sidra Abbas, Wadii Boulila, Maha Driss, Nancy Victor, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Thippa Reddy Gadekallu:
Aspect Category Detection of Mobile Edge Customer Reviews: A Distributed and Trustworthy Restaurant Recommendation System. IEEE Trans. Consumer Electron. 70(1): 2170-2177 (2024) - [j13]Sidra Abbas, Wadii Boulila, Maha Driss, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor:
Active Learning Empowered Sentiment Analysis: An Approach for Optimizing Smartphone Customer's Review Sentiment Classification. IEEE Trans. Consumer Electron. 70(1): 4470-4477 (2024) - 2023
- [j12]Made Adi Paramartha Putra, Syifa Maliah Rachmawati, Mideth B. Abisado, Gabriel Avelino R. Sampedro:
HFTL: Hierarchical Federated Transfer Learning for Secure and Efficient Fault Classification in Additive Manufacturing. IEEE Access 11: 54795-54807 (2023) - [j11]Gabriel Avelino R. Sampedro, Made Adi Paramartha Putra, Mideth B. Abisado:
3D-AmplifAI: An Ensemble Machine Learning Approach to Digital Twin Fault Monitoring for Additive Manufacturing in Smart Factories. IEEE Access 11: 64128-64140 (2023) - [j10]Nyoman Bogi Aditya Karna, Made Adi Paramartha Putra, Syifa Maliah Rachmawati, Mideth B. Abisado, Gabriel Avelino R. Sampedro:
Toward Accurate Fused Deposition Modeling 3D Printer Fault Detection Using Improved YOLOv8 With Hyperparameter Optimization. IEEE Access 11: 74251-74262 (2023) - [j9]Sidra Abbas, Shtwai Alsubai, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor, Natalia Kryvinska, Monji Mohamed Zaidi:
Active Learning for News Article's Authorship Identification. IEEE Access 11: 98415-98426 (2023) - [j8]Sidra Abbas, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor, Tai-Hoon Kim, Monji Mohamed Zaidi:
A Novel Drug-Drug Indicator Dataset and Ensemble Stacking Model for Detection and Classification of Drug-Drug Interaction Indicators. IEEE Access 11: 101525-101536 (2023) - [j7]Sidra Abbas, Abdullah Al Hejaili, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor, Tariq Shahzad, Khmaies Ouahada:
A Novel Federated Edge Learning Approach for Detecting Cyberattacks in IoT Infrastructures. IEEE Access 11: 112189-112198 (2023) - [j6]Xuemei Zhu, Eric Busia Blancaflor, Mideth B. Abisado:
A WLAN indoor location method based on quadratic wavelet analysis. Int. J. Sens. Networks 42(1): 67-78 (2023) - [j5]Wenming Wang, Mideth B. Abisado:
Children's expression recognition based on a multiscale mixed attention mechanism. Int. J. Sens. Networks 43(2): 116-127 (2023) - [j4]Ahmad S. Almadhor, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Sidra Abbas, Ye Jin Kim, Muhammad Attique Khan, Jamel Baili, Jaehyuk Cha:
Wrist-Based Electrodermal Activity Monitoring for Stress Detection Using Federated Learning. Sensors 23(8): 3984 (2023) - [j3]Ahmad S. Almadhor, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Sidra Abbas:
Efficient Feature-Selection-Based Stacking Model for Stress Detection Based on Chest Electrodermal Activity. Sensors 23(15): 6664 (2023) - [j2]Ryanne Gail Kim, Mideth B. Abisado, Jocelyn Flores Villaverde, Gabriel Avelino R. Sampedro:
A Survey of Image-Based Fault Monitoring in Additive Manufacturing: Recent Developments and Future Directions. Sensors 23(15): 6821 (2023) - [j1]John Jherson Bofill, Mideth B. Abisado, Jocelyn Flores Villaverde, Gabriel Avelino R. Sampedro:
Exploring Digital Twin-Based Fault Monitoring: Challenges and Opportunities. Sensors 23(16): 7087 (2023)
Conference and Workshop Papers
- 2024
- [c35]Jennifer L. Llovido, Michael Angelo D. Brogada, Floradel S. Relucio, Lea D. Austero, Lany L. Maceda, Mideth B. Abisado:
BOSESKO: Designing A Synoptic Multi-Platform Digital System for Citizen Participation. ICACT 2024: 1-8 - [c34]Christian Y. Sy, Lany L. Maceda, Thelma D. Palaoag, Mideth B. Abisado:
Transforming Education Policy: Evaluating UAQTE Program Implementation Through LDA, BoW and TF-IDF Techniques. ICACT 2024: 1-7 - [c33]John Raymund B. Baragas, Lea D. Austero, Jennifer L. Llovido, Lany L. Maceda, Mideth B. Abisado:
Leveraging Machine Learning to Uncover Key Factors Influencing Satisfaction Among Free Tertiary Education Recipients in the Philippines. ICACT 2024: 206-210 - [c32]Jennifer L. Llovido, Michael Angelo D. Brogada, Lany L. Maceda, Mideth B. Abisado:
AppTest: Assessing the Usability and Performance Efficiency of BOSESKO for Digital Participation. ICACT 2024: 241-247 - [c31]Eric Blancaflor, Catherine Dianne Unciano, Erwin Mark Arcigal, Ian Jerome Contreras, Mideth B. Abisado:
Towards the Increasing Usage of IPv6 & Its Implication: A Literature Review. ICCAI 2024: 373-378 - [c30]Rex Perez Bringula, Mideth B. Abisado, Josie Calfoforo, Armida Salazar, Arjo Ladia, Agnes Reyes, Jiali He:
Validity and Reliability of the Qualities of Online Programming Teacher Inventory. SIGITE 2024: 111-116 - 2023
- [c29]Made Adi Paramartha Putra, Mideth B. Abisado, Gabriel Avelino R. Sampedro:
Leveraging Fog Layer Data Prediction Using Deep Learning for Enhanced IoT Sensor Longevity. APCC 2023: 256-260 - [c28]Mark Allen Cabutaje, Kenneth Ang Brondial, Alyssa Franchesca Obillo, Mideth B. Abisado, Shekinah Lor B. Huyo-a, Gabriel Avelino R. Sampedro:
Ano Raw: A Deep Learning Based Approach to Transliterating the Filipino Sign Language. ICEIC 2023: 1-6 - [c27]Ramil Cobilla, Jhon Carlo Dichoso, Alexandre Benedict Miñon, April Kate Pascual, Mideth B. Abisado, Shekinah Lor B. Huyo-a, Gabriel Avelino R. Sampedro:
Classification of the Type of Brain Tumor in MRI Using Xception Model. ICEIC 2023: 1-4 - [c26]Jayrald Empino, Jean Allyson Junsay, Mary Grace Verzon, Mideth B. Abisado, Shekinah Lor B. Huyo-a, Gabriel Avelino R. Sampedro:
Smart Commuting: Exploring Machine Learning Approaches to Understanding the Metro Rail Transit System. ICEIC 2023: 1-4 - [c25]Alliah May Eugenio, Marian Jowie Patulot, Lykha Jane Seguiro, Angelica Nicole Tuazon, Shekinah Lor B. Huyo-a, Mideth B. Abisado, Gabriel Avelino R. Sampedro:
EyeRis: Visual Image Recognition using Machine Learning for the Visually-Impaired. ICEIC 2023: 1-5 - [c24]Genevive Macrayo, Wilfredo Casiño, Jerecho Dalangin, Jervin Gabriel Gahoy, Aaron Christian Reyes, Christian Vitto, Mideth B. Abisado, Shekinah Lor B. Huyo-a, Gabriel Avelino R. Sampedro:
Please Be Nice: A Deep Learning Based Approach to Content Moderation of Internet Memes. ICEIC 2023: 1-5 - [c23]Jeffrey Ng, Mideth B. Abisado, John Jherson Bofill, Gabriel Avelino R. Sampedro:
Development of an Automated Floating Water Filter Device Using Hollow Fibers. ICEIC 2023: 1-4 - [c22]Raegan Faith F. Paguirigan, Mikelene Beron B. Camero, Mark Angerlo Equias, Mideth B. Abisado, Gabriel Avelino R. Sampedro:
Machine Learning Approaches to Facial Recognition: A Survey. ICEIC 2023: 1-6 - [c21]Xiqin Ao, Mideth B. Abisado:
A Novel Approach to Panel Data Clustering: Integrating Feature Extraction and Weighted Distance Functions. ICAICE 2023: 170-175 - [c20]Aixiang He, Mideth B. Abisado:
Review on Sentiment Analysis of E-commerce Product Comments. ICAIT 2023: 398-406 - [c19]Yong Xu, Vladimir Y. Mariano, Mideth B. Abisado, Alexander A. Hernandez:
An Analysis Method of Sentimental Polarity of Sentence Comment Considering Modifiers. ICIEAI 2023: 306-311 - [c18]Alexander A. Hernandez, Mideth B. Abisado, Lany L. Maceda, Ramon L. Rodriguez, Myron Darrel Montefalcon, Jay Rhald Padilla, Hersel Danna E. Sangalang:
Predicting Intention to Recommend Digital Citizen Participation using Machine Learning. ICSET 2023: 129-134 - [c17]Sheila M. Geronimo, Alexander A. Hernandez, Mideth B. Abisado:
Academic Stress of Students in Higher Education using Machine Learning: A Systematic Literature Review. ICSET 2023: 141-146 - [c16]Gabriel Avelino R. Sampedro, Franklin Dañas, Mideth B. Abisado, Dong-Seong Kim, Jae-Min Lee:
Strategic Unmanned Aerial Vehicle (UAV) Routing: An Energy-Efficient Approach. INFOCOM Workshops 2023: 1-5 - [c15]Gabriel Avelino R. Sampedro, Ramon Miguel Africa, Mideth B. Abisado, Dong-Seong Kim, Jae-Min Lee:
MetaPrinter: A Digital Twin-Enabled Platform for 3D Printer Diagnostics. MetroInd4.0&IoT 2023: 48-53 - [c14]Mideth B. Abisado, Lany L. Maceda, Ramon Rodriguez, Joseph Marvin Imperial, Myron Darrel Montefalcon, Jay Rhald Padilla, Gizelle Ponce:
Discovering Insights via Hybrid Thematic Analysis: A Case Study on Disaster Risk Reduction and Management for Legazpi City, Albay. MLIS 2023: 16-24 - [c13]Lany Laguna Maceda, Jennifer Laraya Llovido, Miles Biago Artiaga, Mideth Balawiswis Abisado:
Classifying Sentiments on Social Media Texts: A GPT-4 Preliminary Study. NLPIR 2023: 19-24 - [c12]Ma. Beatrice Emanuela Pilar, Dane Dedoroy, Ellyza Mari Papas, Mary Loise Buenaventura, Myron Darrel Montefalcon, Jay Rhald Padilla, Joseph Marvin Imperial, Mideth B. Abisado, Lany L. Maceda:
CebuaNER: A New Baseline Cebuano Named Entity Recognition Model. PACLIC 2023: 792-800 - [c11]Chen Yan, Eric Blancaflor, Mideth B. Abisado:
Book Recommendation Algorithm Based on Time Information and Book Feature. RICAI 2023: 1101-1105 - [c10]Sheila M. Geronimo, Alexander A. Hernandez, Mideth B. Abisado, Ramon L. Rodriguez, Avonn C. Nova, Susan S. Caluya, Eric Busia Blancaflor:
Understanding Perceived Academic Stress among Filipino Students during COVID-19 using Machine Learning. SIGITE 2023: 54-59 - [c9]Rex Perez Bringula, Mideth B. Abisado:
Towards the Development of Qualities of Online Programming Teachers Instrument. TALE 2023: 1-3 - [c8]Alexander A. Hernandez, Mideth B. Abisado, Ramon L. Rodriguez, Joseph Marvin R. Imperial:
Predicting the Use Behavior of Higher Education Students on ChatGPT: Evidence from the Philippines. TALE 2023: 1-7 - 2022
- [c7]Mideth B. Abisado, Arlene O. Trillanes, Angelique Lacasandile, Angelica H. De La Cruz:
Using Low-Resourced Language in Social Media Platforms Towards Disease Surveillance for Public Health Monitoring using Artificial Intelligence. ICSIE 2022: 77-85 - [c6]Jeffrey P. Ng, Shekinah Lor B. Huyo-a, Mideth B. Abisado, Gabriel Avelino R. Sampedro:
Real-Time Indoor Localization and Altitude Monitoring using Self-Adaptive Algorithm. ICTC 2022: 166-170 - [c5]Gabriel Avelino R. Sampedro, Jose Mari Cobar, Keith Daniel Abaja, Ronnie Baluis, Shekinah Lor B. Huyo-a, Mideth B. Abisado:
Smart AmbuBag: A Cloud-Based Automated Respiratory Ventilator. ICTC 2022: 217-220 - [c4]Gabriel Avelino R. Sampedro, Raymer Manaig, Paulyne Salazar-Manaig, Mideth B. Abisado, Dong-Seong Kim, Jae-Min Lee:
An Overview of Opportunities and Challenges of Edge Computing in Smart Manufacturing. ICTC 2022: 2182-2186 - 2021
- [c3]Rogelio Ruzcko Tobias, Rachel Edita Roxas, Mideth B. Abisado:
Science Mapping of Social Media Analytics in Health Through Artificial Intelligence. TENCON 2021: 750-755 - 2019
- [c2]Mideth B. Abisado, Ramon L. Rodriguez, Antero Rosauro V. Arias Jr., Cheryl Mari M. Isip, James Darryl D. Bungay, John Mark V. Cipriano, Larry A. Vea:
Modeling Filipino Academic Affect during Online Examination using Machine Learning. SIGITE 2019: 167 - 2018
- [c1]Mideth B. Abisado, Bobby D. Gerardo, Larry A. Vea, Ruji P. Medina:
Towards academic affect modeling through experimental hybrid gesture recognition algorithm. DSIT 2018: 48-52
Informal and Other Publications
- 2023
- [i2]Jayrald Empino, Jean Allyson Junsay, Mary Grace Verzon, Mideth B. Abisado, Shekinah Lor B. Huyo-a, Gabriel Avelino R. Sampedro:
Smart Metro: Deep Learning Approaches to Forecasting the MRT Line 3 Ridership. CoRR abs/2304.07303 (2023) - [i1]Ma. Beatrice Emanuela Pilar, Ellyza Mari Papas, Mary Loise Buenaventura, Dane Dedoroy, Myron Darrel Montefalcon, Jay Rhald Padilla, Lany L. Maceda, Mideth B. Abisado, Joseph Marvin Imperial:
CebuaNER: A New Baseline Cebuano Named Entity Recognition Model. CoRR abs/2310.00679 (2023)
Coauthor Index
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