Interests
- Image Processing
- Remote Sensing
- Natural Language Processing
- Machine Learning
Technical Skills
- Programming Skills: JavaScript, PHP, SQL, Python, MATLAB, TensorFlow, PyTorch.
- Applications : Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, Data Analytics, MS Visual Code, ArcGIS, QGIS, Google Earth Engine.
- Operating Systems : Windows, Mac OS and Linux.
On-going Project
- Modeling the influence of climate on oil palm plantations.
- Development of a forest health information system.
- Early detection system for treatment of tuberculosis (TB) disease.
- Handling stunting toddlers in Serdang Bedagai district.
- Detection of palm fruit ripeness at the yield collection point.
Old Project
Publication
- 2024 Evaluation of Childhood Stunting Reduction Treatments in Indonesia. [link] 🆕
- 2024 Karnyoto, A.S., Isnan, M., Pardamean, B. A Hybrid CNN-SVM Approach for Malaria in Blood Cell Detection. [link] 🆕
- 2024 Tantowen, M., Putra, K., Isnan, M., Pardamean, B., Principal component analysis implementation on machine learning in diabetes classification. [link] 🆕
- 2024 Rahutomo, R., Hidayat, A.A., Isnan, M., B Pardamean, Air Temperature for Sustainable Airport Infrastructure and Environment. [link] 🆕
- 2023 Isnan, M., Horanont, T., and Plangprasopchok, A. Machine Learning Approach with Environmental Pollution and Geospatial Information for Mapping Poverty in Thailand. [link]
- 2023 Kurniawan, M. A., Trinugroho, J. P., Suparyanto, T., Isnan, M., Sudigyo, D., & Pardamean, B. Detecting Ganoderma Basal Stem Rot Disease on Oil Palm Using Artificial Neural Network Method. [link]
- 2023 Isnan, M., Hidayat, A.A., Pardamean, B. Indonesian Agricultural-crops Classification Using Transfer Learning Model. [link]
- 2023 Isnan, M., Elwirehardja, G.N., Pardamean, B. Sentiment Analysis for TikTok Review Using VADER Sentiment and SVM Model. [link]
- 2023 Trinugroho, J.P., Hidayat, A. A., Isnan, M., Pardamean, B. Machine Learning Approach for Single Nucleotide Polymorphysm Selection in Genetic Testing Results. [link]
- 2023 Hidayat, A.A., Nirwantono, R., Isnan, M., Trinugroho, J.P., Pardamean, B. Aggregating Structural Features for Computational Analysis of Mutations in BRCT Domains of BRCA1 Protein. [link]
- 2023 Elwirehardja, G.N., Isnan, M., Anzaludin, P., Kahlil, M., Pardamean, B. Trends, Opportunities, and Challenges in Detecting Depressive Disorders Through Mobile Devices: A Review. [link]
- 2023 Dedy, A., Isnan, M., Rahutomo, R., Pardamean, B. Digital Twin (DT) Smart City for Air Quality Management. [link]
- 2023 Philips, Pardamean, B., Elwirehardja, G.N., Isnan, M. A Systematic Literature Review of Deep Learning Application in Multiclass Anomaly Detection for Chest Medical Imaging. [link]
- 2023 Rahutomo, R., Elwirehardja, G.N., Isnan, M., Asadi, F., Pardamean, B. Machine Learning Implementations in Childhood Stunting Research: A Systematic Literature Review. [link]
Talk
Intellectual Property