Isman Kurniawan

According to our database, Isman Kurniawan authored at least 8 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Diagnosing Heteroskedasticity and Resolving Multicollinearity Paradoxes in Physicochemical Property Prediction.

Malikussaid, Septian Caesar Floresko, Ade Romadhony, Isman Kurniawan, Warih Maharani, Hilal Hudan Nuha

Proceedings of the 2026 18th International Conference on Knowledge and Smart Technology (KST), 2026

Implementation of Glowworm Swarm Optimization-SVM Method for Predicting Antiproliferative Activity Against MDA-MB-231 Cell Line.

Nurfaidzi Ramdhani Arifin, Angel Metanosa Afinda, Isman Kurniawan

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2026

2025

A Scalable Framework for logP Prediction: From Terabyte-Scale Data Integration to Interpretable Ensemble Modeling.

Malikussaid, Septian Caesar Floresko, Ade Romadhony, Isman Kurniawan, Warih Maharani, Hilal Hudan Nuha

CoRR, December, 2025

Sample Denoising and Optimization Technique Based on Noise Filtering and Evolutionary Algorithms for Imbalanced Data Classification.

Fhira Nhita, Asniar, Isman Kurniawan, Adiwijaya

IEEE Access, 2025

Bridging the Plausibility-Validity Gap by Fine-Tuning a Reasoning-Enhanced LLM for Chemical Synthesis and Discovery.

Malikussaid, Hilal Hudan Nuha, Isman Kurniawan

Proceedings of the 18th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2025

2024

Predicting Bioactivity of PLK1 Inhibitor as Anti-Cancer Agent using Multilayer Perceptron Optimized by Simulated Annealing.

Farhan Reypialfarizi Moechtar, Isman Kurniawan

Proceedings of the International Conference on Computer, 2024

Drug Side Effect Prediction using Gravitational Search Algorithm - Support Vector Machine: Case Study of Eye Disorders.

Raden Muhammad Revi Hafiyyan, Isman Kurniawan

Proceedings of the International Conference on Computer, 2024

2022

The Implementation of Genetic Algorithm-Ensemble Learning on QSAR Study of Diacylglycerol Acyltransferase-1(DGAT1) Inhibitors as Anti-diabetes.

Irfanul Arifa, Annisa Aditsania, Isman Kurniawan

Proceedings of the Data Science and Emerging Technologies, 2022