Research
| Name of Faculty | Title of Study | Publication |
|---|---|---|
| Assoc. Prof. Joel B. Bacay | A Tracer Study on the Employability and Curriculum Relevance among BatStateU Graduates 2014-2018 |
International Journal of Recent Innovations in Academic Research Open Access, Peer Reviewed, Abstracted and Indexed Journal July 18, 2022 |
| Linking International Port Expansion Project To Socio-Economic Status: The Case of Batangas, Philippines |
International Journal of Advanced Research and Publications, SJIF (2018): 4.908 Volume 4, Issue 4, Apr 2020 Edition, Page no. 43-54 |
|
| Mr. Jefferson I. Cañada | Machine Learning Estimation for Course Enrollment using Logistic Regression |
2021 IEEE 9th Conference on Systems, Process and Control (ICSPC 2021) |
| Ms. Ria L. Castillo | Performance Analysis of Lightweight Vision Transformers and Deep Convolutional Neural Networks in Detecting Brain Tumors in MRI Scans: An Empirical Approach |
Proceedings of the 2023 8th International Conference on Biomedical Imaging, Signal Processing |
| Application of Machine Learning on MRI Scans for Alzheimer's Disease Early Detection |
Proceedings of the 8th International Conference on Sustainable Information Engineering and Technology |
|
| A Deep Neural Network in a Web-based Career Track Recommender System for Lower Secondary Education |
2022 2nd Asian Conference on Innovation in Technology (ASIANCON) |
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| Assoc Prof. Myrna A. Coliat | Network Data Feature Selection in Detecting Network Intrusion using Supervised Machine Learning Techniques |
2022 2nd Asian Conference on Innovation in Technology (ASIANCON) |
| Non-genital warts response to Cryotherapy and Immunotherapy treatment using Gradient Boosting Prediction Models |
2022 2nd Asian Conference on Innovation in Technology (ASIANCON) |
|
| Asst. Prof. Poul Isaac C. De Chavez | Network Data Feature Selection in Detecting Network Intrusion using Supervised Machine Learning Techniques |
2022 2nd Asian Conference on Innovation in Technology (ASIANCON |
| Non-genital warts response to Cryotherapy and Immunotherapy treatment using Gradient Boosting Prediction Models |
2022 2nd Asian Conference on Innovation in Technology (ASIANCON) |
|
| Detection of Underwater Marine Plastic Debris Using an Augmented Low Sample Size Dataset for Machine Vision System |
2021 IEEE 19th Student Conference on Research and Development (SCOReD) |
|
| Dr. Maricel Grace Z. Fernando | A Classification Approach in the Probability of Credit Card Approval using Relief-Based Feature Selection |
2022 2nd Asian Conference on Innovation in Technology (ASIANCON) |
| Securing Private Key using New Transposition Cipher Technique |
2019 IEEE Eurasia Conference on IOT, Communication and Engineering (ECICE) |
|
| Detection of Underwater Marine Plastic Debris Using an Augmented Low Sample Size Dataset for Machine Vision System |
2021 IEEE 19th Student Conference on Research and Development (SCOReD) |
|
| Ms. Lovely Rose T. Hernandez | Performance Analysis of Lightweight Vision Transformers and Deep Convolutional Neural Networks in Detecting Brain Tumors in MRI Scans: An Empirical Approach |
Proceedings of the 2023 8th International Conference on Biomedical Imaging, Signal Processing |
| Assoc Prof. Lloyd H. Macatangay | Comparative analysis in the prediction of early-stage diabetes using multiple machine learning techniques |
Indonesian Journal of Electrical Engineering and Computer Science |
| Enhanced Super-Resolution Generative Adversarial Networks (ESRGAN) on Melanoma Skin Cancer Detection |
Proceedings of the 8th International Conference on Sustainable Information Engineering and Technology |
|
| Dr. Francis Jesmar P. Montalbo | The challenges of, and perspectives on adsorption applications for environmental sustainability |
Adsorption Applications for Environmental Sustainability, 2023 |
| Dysarnet: A densely squeezed-and-excited attention-gated residual deep learning model for dysarthric speech recognition and severity estimation |
Available at SSRN 4442941, 2023 | |
| Automating mosquito taxonomy by compressing and enhancing a feature fused EfficientNet with knowledge distillation and a novel residual skip block |
MethodsX, 2023 | |
| Machine-based mosquito taxonomy with a lightweight network-fused efficient dual ConvNet with residual learning and Knowledge Distillation |
Applied Soft Computing, 2023 | |
| An overview of remote monitoring methods in biodiversity conservation |
Environmental Science and Pollution Research, 2022 | |
| Various transmission codes for the control of bit error rate in both optical wired and wireless communication channels |
Journal of Optical Communications, 2022 | |
| Non return to zero line coding with suppressed carrier in FSO transceiver systems under light rain conditions |
Journal of Optical Communications, 2022 | |
| Fusing compressed deep ConvNets with a self-normalizing residual block and alpha dropout for a cost-efficient classification and diagnosis of gastrointestinal tract diseases |
MethodsX, 2022 | |
| Diagnosing Gastrointestinal Diseases from Endoscopy Images through a Multi-Fused CNN with Auxiliary Layers, Alpha Dropouts, and a Fusion Residual Block |
Biomedical Signal Processing and Control, 2022 | |
| Automated diagnosis of diverse coffee leaf images through a stage-wise aggregated triple deep convolutional neural network |
Machine Vision and Applications, 2022 | |
| Diagnosing Covid-19 chest x-rays with a lightweight truncated DenseNet with partial layer freezing and feature fusion |
Biomedical Signal Processing and Control, 2021 | |
| Truncating a Densely Connected Convolutional Neural Network with Partial Layer Freezing and Feature Fusion for Diagnosing COVID-19 from Chest X-Rays |
MethodsX, 2021 | |
| Empirical analysis of a fine-tuned deep convolutional model in classifying and detecting malaria parasites from blood smears |
KSII Transactions on Internet and Information Systems (TIIS), 2021 |
|
| An IoT smart lighting system for university classrooms |
2020 International Symposium on Educational Technology (ISET) |
|
| Classifying Barako coffee leaf diseases using deep convolutional models |
International Journal of Advances in Intelligent Informatics, 2020 |
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| An Optimized Classification Model for Coffea Liberica Disease using Deep Convolutional Neural Networks |
2020 16th IEEE International Colloquium on Signal Processing & Its Applications (CSPA) |
|
| MobileNet SSDv2 inference approach of smoke hazard detection and alert system: a smoke-induced simulated home-environment |
International Journal,2020 | |
| A computer-aided diagnosis of brain tumors using a fine-tuned YOLO-based model with transfer learning |
KSII Transactions on Internet and Information Systems (TIIS), 2020 |
|
| Classification of stenography using convolutional neural networks and canny edge detection algorithm |
2019 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE) |
|
| Classification of fish species with augmented data using deep convolutional neural network |
2019 IEEE 9th International Conference on System Engineering and Technology (ICSET) |
|
| Comparative analysis of ensemble learning methods in classifying network intrusions |
2019 IEEE 9th International Conference on System Engineering and Technology (ICSET) |
|
| Integrated Machine Learning and Vision-Based Surveillance for Comprehensive Unmanned Aerial Monitoring for Smart Farming |
Available at SSRN 4701178 | |
| A Separable Squeezed Similarity Attention-Gated Residual U-Net for Glottis Segmentation |
Available at SSRN 4376759 | |
| Dr. Rowell M. Hernandez | Comparative analysis in the prediction of early-stage diabetes using multiple machine learning techniques |
Indonesian Journal of Electrical Engineering and Computer Science, 2023 |
| Application of Machine Learning on MRI Scans for Alzheimer's Disease Early Detection |
Proceedings of the 8th International Conference on Sustainable Information Engineering and Technology, 2023 |
|
| Energy Consumption Forecasting for Smart Industry Using Auto-Regressive Integrated Moving Average (ARIMA) and Vector Auto-Regression (VAR) Model |
Proceedings of the 8th International Conference on Sustainable Information Engineering and Technology, 2023 |
|
| DRIVEMATE: Empowering Safe Driving Through Real-Time Traffic Sign Detection and Speech Feedback on Mobile Devices Using YOLOv5 Algorithm and TensorFlow Lite |
Proceedings of the 8th International Conference on Sustainable Information Engineering and Technology, 2023 |
|
| Enhanced Super-Resolution Generative Adversarial Networks (ESRGAN) on Melanoma Skin Cancer Detection |
Proceedings of the 8th International Conference on Sustainable Information Engineering and Technology, 2023 |
|
| Network Data Feature Selection in Detecting Network Intrusion using Supervised Machine Learning Techniques |
2022 2nd Asian Conference on Innovation in Technology (ASIANCON) |
|
| A Deep Neural Network in a Web-based Career Track Recommender System for Lower Secondary Education |
2022 2nd Asian Conference on Innovation in Technology (ASIANCON) |
|
| A Classification Approach in the Probability of Credit Card Approval using Relief-Based Feature Selection |
2022 2nd Asian Conference on Innovation in Technology (ASIANCON) |
|
| Non-genital warts response to Cryotherapy and Immunotherapy treatment using Gradient Boosting Prediction Models |
2022 2nd Asian Conference on Innovation in Technology (ASIANCON) |
|
| Machine vision recognition system of edible and poisonous mushrooms using a small training set-based deep transfer learning |
2022 International Conference on Decision Aid Sciences and Applications (DASA) |
|
| An empirical analysis of machine learning techniques in phishing e-mail detection |
2022 International Conference for Advancement in Technology (ICONAT) |
|
| Indoor Human Fall Detection Using Data Augmentation-Assisted Transfer Learning in an Aging Population for Smart Homecare: A Deep Convolutional Neural Network Approach |
2021 IEEE 19th Student Conference on Research and Development (SCOReD) |
|
| CAREER TRACK PREDICTION USING DEEP LEARNING MODEL BASED ON DISCRETE SERIES OF QUANTITATIVE CLASSIFICATION |
Applied Computer Science 1 | |
| Application of data mining techniques in diagnosing various thyroid ailments: a review |
2021 13th international conference on information & communication technology and system (ICTS) |
|
| Employing Technology Acceptance Model (TAM): An analysis on students’ reception on online learning platforms during covid-19 pandemic |
2021 IEEE International Conference on Automatic Control & Intelligent Systems (I2CACIS) |
|
| An Emergency-Incident Reporting and Response Mobile Application in State University Setup |
2020 11th IEEE Control and System Graduate Research Colloquium (ICSGRC) |
|
| A Deep Learning-Based Prediction and Simulator of Harmful Air Pollutants: A Case from the Philippines |
2020 11th IEEE Control and System Graduate Research Colloquium (ICSGRC) |
|
| Acceptance Analysis of Mobile Application for Nile Tilapia Classification using Unified Theory of Acceptance and use of Technology |
2020 16th IEEE International Colloquium on Signal Processing & Its Applications (CSPA) |
|
| Classification of Nile Tilapia using convolutional neural network |
2019 IEEE 9th International Conference on System Engineering and Technology (ICSET) |
|
| Ms. Lanie P. Palad | Performance Analysis of Lightweight Vision Transformers and Deep Convolutional Neural Networks in Detecting Brain Tumors in MRI Scans: An Empirical Approach |
Proceedings of the 2023 8th International Conference on Biomedical Imaging, Signal Processing |
| Enhanced Super-Resolution Generative Adversarial Networks (ESRGAN) on Melanoma Skin Cancer Detection |
Proceedings of the 8th International Conference on Sustainable Information Engineering and Technology |
|
| Dr. Lysa C. Tolentino | A Classification Approach in the Probability of Credit Card Approval using Relief-Based Feature Selection |
2022 2nd Asian Conference on Innovation in Technology (ASIANCON) |
| Asst. Prof. Poul Isaac C. De Chavez |
Network Data Feature Selection in Detecting Network Intrusion using Supervised Machine Learning Techniques |
2022 2nd Asian Conference on Innovation in Technology (ASIANCON) |
| Non-genital warts response to Cryotherapy and Immunotherapy treatment using Gradient Boosting Prediction Models |
2022 2nd Asian Conference on Innovation in Technology (ASIANCON) |
|
| Detection of Underwater Marine Plastic Debris Using an Augmented Low Sample Size Dataset for Machine Vision System |
2021 IEEE 19th Student Conference on Research and Development (SCOReD) |
|
| Dr. Princess Marie B. Melo | Indoor Human Fall Detection Using Data Augmentation- Assisted Transfer Learning in an Aging Population for Smart Homecare: A Deep Convolutional Neural Network Approach |
2021 IEEE 19th Student Conference on Research and Development (SCOReD |
| Machine Learning Estimation for Course Enrollment using Logistic Regression |
2021 IEEE 9th Conference on Systems, Process and Control (ICSPC 2021) |
|
| Detection of Covid-19 in CXR: A Low Sample Size Deep Convolutional Neural Network Training Data Approach |
Conference: 2022 International Conference on Decision Aid Sciences and Applications (DASA) |
|
| Enhanced TCP Sequence Number Steganography using Dynamic Identifier |
Conference: 2019 IEEE Eurasia Conference on IOT, Communication and Engineering (ECICE) |
|
| An Enhanced Transmission Control Protocol Initial Sequence Number Steganographic Method |
2/1/2020 Journal of Advanced Research in Dynamical and Control Systems |
| Name of Faculty | Title of Study | Publication |
|---|---|---|
| Bacay, Joel B.. | Structural Equation Model on the Influencing Factors in Solving Word Problems Mediated by Learning Styles and Moderated by Sex and High School Graduated from |
2024 Asian Multidisciplinary Conference on Education & Research: Innovating for Sustainable Development Goals September 28, 2024 |
| Structural Equation Model on the Influencing Factors in Solving Word Problems Mediated by Learning Styles and Moderated by Sex and High School Graduated from |
44th Annual Meeting & PAASE Symposium July 18-19, 2024 |
|
| Knowledge Awareness Assessment on Road Safety for Children |
BatStateU Agency In-House Review 2022 August 30, 2022 |
|
| Esguerra, John Richard M. | Mr. Tour Guide: A Cultural Adaptive Mapping Platform Using Mixed Reality |
Research Splash and Poster Session of Hyper Interdisciplinary Conference |
| Scaling Sustainable Reverse Vendo Bin (SuRe BIN) for Smart Cities |
35th Regional Strategic Partnership Towards Sustainable Agriculture, Aquatic and Natural Sector |
|
| Fernando, Maricel Grace Z. | Securing Private Key using New Transposition Cipher Technique |
Conference: 2019 IEEE Eurasia Conference on IOT, Communication and Engineering (ECICE) |
| Melo, Princess Marie B. | Enhanced TCP Sequence Number Steganography using Dynamic Identifier |
Conference: 2019 IEEE Eurasia Conference on IOT, Communication and Engineering (ECICE) |
| Francis Jesmar M. Montalbo | Performance Analysis of Vision Transformers and Convolutional Neural Networks in Detecting Brain Tumors in MRI Scans: An Empirical Approach |
2023 8th International Conference on Biomedical Imaging, Signal Processing |
| Peñero, Israel P. | Acceptance on the Lesbian, Gay, Bisexual and Transgender (LGBT) of the Selected GAD Focal System Members n the Batangas State University |
14th NOCEI (Network of CALABARZON Educational Institution, Inc.) May 21, 2021 |
| Name of Faculty/Student | Award | Awarding Body |
|---|---|---|
| Bacay, Joel B. | 1st Placer in the Best Quantitative Research Paper (Faculty Category)Linking International Port Expansion Project To Socio-Economic Status: The Case of Batangas, Philippines |
Network of CALABARZON Educational Institutions (NOCEI)13th NOCEI Research Forum April 24, 2019 |
| Best Abstract Structural Equation Model on the Influencing Factors in Solving Word Problems Mediated by Learning Styles and Moderated by Sex and High School Graduated From |
Academic Scholars Hub 2024 Asian Multidisciplinary Conference on Education & Research: Innovating for Sustainable Development Goals September 28, 2024 |
|
| Francis Jesmar M. Montalbo | Best Research Paper Presentation | International Conference on Biomedical Imaging, Signal (ICBSP 2023) |