Kelum Gajamannage - Publications, H-index & Citations

Kelum Gajamannage

Houston Methodist

7H指数

29论文数

176被引数

收录论文 7

发表时间

Predictive modelling for patient care using federated learning systems combined with a private blockchain data environment and using ranked set sampling 基于联邦学习系统、私有区块链数据环境及排序集抽样技术的患者护理预测建模

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY

IF1.6

2026-02-01

PREAI

Mathur, Krish; Burns, Ethan; Gajamannage, Kelum; Mathur, Sunil

Efficient and robust remote sensing image denoising - a manifold learning framework with randomized approximations 高效且鲁棒的遥感图像去噪——一种基于随机近似的人脸学习框架

INTERNATIONAL JOURNAL OF REMOTE SENSING

IF2.6

2025-05-26

PREAI

Gajamannage, Kelum; Jayathilake, Dilhani I.; Vasilyeva, Maria

Real-time forecasting of time series in financial markets using sequentially trained dual-LSTMs 使用顺序训练的双lstm对金融市场中的时间序列进行实时预测

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-08-01

PREAI

Gajamannage, Kelum; Park, Yonggi; Jayathilake, Dilhani I.

Bounded manifold completion

PATTERN RECOGNITION

IF7.6

2021-03-01

OAAI

Gajamannage, Kelum; Paffenroth, Randy

Network Topology Mapping From Partial Virtual Coordinates and Graph Geodesics

IEEE-ACM TRANSACTIONS ON NETWORKING

IF3.6

2019-12-01

OAAI

Jayasumana, Anura P.; Paffenroth, Randy; Mahindre, Gunjan; Ramasamy, Sridhar; Gajamannage, Kelum

A nonlinear dimensionality reduction framework using smooth geodesics

PATTERN RECOGNITION

IF7.6

2019-03-01

OAAI

Gajamannage, Kelum; Paffenroth, Randy; Bollt, Erik M.

Dimensionality reduction of collective motion by principal manifolds

PHYSICA D-NONLINEAR PHENOMENA

IF2.9

2015-01-01

OAAI

Gajamannage, Kelum; Butail, Sachit; Porfiri, Maurizio; Bollt, Erik M.

研究方向