Kristina P. Sinaga

According to our database, Kristina P. Sinaga authored at least 14 papers between 2018 and 2025.

Collaborative distances:

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

2025

Calibration Meets Reality: Making Machine Learning Predictions Trustworthy.

Kristina P. Sinaga, Arjun S. Nair

CoRR, September, 2025

Personalized Federated Learning with Heat-Kernel Enhanced Tensorized Multi-View Clustering.

Kristina P. Sinaga

CoRR, September, 2025

FedHK-MVFC: Federated Heat Kernel Multi-View Clustering.

Kristina P. Sinaga

CoRR, September, 2025

Disproving the Feasibility of Learned Confidence Calibration Under Binary Supervision: An Information-Theoretic Impossibility.

Arjun S. Nair, Kristina P. Sinaga

CoRR, September, 2025

Parameter-free entropy-regularized multi-view clustering with hierarchical feature selection.

Kristina P. Sinaga, Sara Colantonio, Miin-Shen Yang

CoRR, August, 2025

Federated Multi-View K-Means Clustering.

Miin-Shen Yang, Kristina P. Sinaga

IEEE Trans. Pattern Anal. Mach. Intell., April, 2025

Bi-Level Multi-View fuzzy Clustering with Exponential Distance.

Kristina P. Sinaga

CoRR, March, 2025

2024

Rectified Gaussian kernel multi-view k-means clustering.

Kristina P. Sinaga

CoRR, 2024

2021

Collaborative feature-weighted multi-view fuzzy c-means clustering.

Miin-Shen Yang, Kristina P. Sinaga

Pattern Recognit., 2021

Entropy K-Means Clustering With Feature Reduction Under Unknown Number of Clusters.

Kristina P. Sinaga, Ishtiaq Hussain, Miin-Shen Yang

IEEE Access, 2021

Analytics-Based on Classification and Clustering Methods for Local Community Empowerment in Indonesia.

Dyah Yuniati, Kristina Pestaria Sinaga

Proceedings of the Soft Computing in Data Science - 6th International Conference, 2021

2020

Unsupervised K-Means Clustering Algorithm.

Kristina P. Sinaga, Miin-Shen Yang

IEEE Access, 2020

2019

A Feature-Reduction Multi-View k-Means Clustering Algorithm.

Miin-Shen Yang, Kristina P. Sinaga

IEEE Access, 2019

2018

Modified Relational Mountain Clustering Method.

Kristina P. Sinaga, June-Nan Hsieh, Josephine Bernadette M. Benjamin, Miin-Shen Yang

Proceedings of the Artificial Intelligence and Soft Computing, 2018