Kristina P. Sinaga

13 papers Journal 12Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Bi-Level Multi-View fuzzy Clustering with Exponential Distance. CoRR Kristina P. Sinaga
2025	J	`jnl`	Calibration Meets Reality: Making Machine Learning Predictions Trustworthy. CoRR Kristina P. Sinaga, Arjun S. Nair
2025	J	`jnl`	Disproving the Feasibility of Learned Confidence Calibration Under Binary Supervision: An Information-Theoretic Impossibility. CoRR Arjun S. Nair, Kristina P. Sinaga
2025	J	`jnl`	FedHK-MVFC: Federated Heat Kernel Multi-View Clustering. CoRR Kristina P. Sinaga
2025	J	`jnl`	Federated Multi-View K-Means Clustering. IEEE Trans. Pattern Anal. Mach. Intell. Miin-Shen Yang, Kristina P. Sinaga
2025	J	`jnl`	Parameter-free entropy-regularized multi-view clustering with hierarchical feature selection. CoRR Kristina P. Sinaga, Sara Colantonio, Miin-Shen Yang
2025	J	`jnl`	Personalized Federated Learning with Heat-Kernel Enhanced Tensorized Multi-View Clustering. CoRR Kristina P. Sinaga
2024	J	`jnl`	Rectified Gaussian kernel multi-view k-means clustering. CoRR Kristina P. Sinaga
2021	J	`jnl`	Collaborative feature-weighted multi-view fuzzy c-means clustering. Pattern Recognit. Miin-Shen Yang, Kristina P. Sinaga
2021	J	`jnl`	Entropy K-Means Clustering With Feature Reduction Under Unknown Number of Clusters. IEEE Access Kristina P. Sinaga, Ishtiaq Hussain, Miin-Shen Yang
2020	J	`jnl`	Unsupervised K-Means Clustering Algorithm. IEEE Access Kristina P. Sinaga, Miin-Shen Yang
2019	J	`jnl`	A Feature-Reduction Multi-View k-Means Clustering Algorithm. IEEE Access Miin-Shen Yang, Kristina P. Sinaga
2018	—	`conf`	Modified Relational Mountain Clustering Method. ICAISC (1) Kristina P. Sinaga, June-Nan Hsieh, Josephine Bernadette M. Benjamin, Miin-Shen Yang