- Publications & Citations

university of houston

0H指数

63论文数

0被引数

收录论文 8

发表时间

LapSDNMF: Label propagation assisted soft-constrained deep non-negative matrix factorisation for semi-supervised multi-view clustering LapSDNMF：基于标签传播辅助的软约束深度非负矩阵分解的半监督多视图聚类

MACHINE LEARNING WITH APPLICATIONS

IF4.9

2025-11-01

OAAI

Gunawardena, Sohan Dinusha Liyana; Luong, Khanh; Balasubramaniam, Thirunavukarasu; Nayak, Richi

Feature engineering on climate data with machine learning to understand time-lagging effects in pasture yield prediction

ECOLOGICAL INFORMATICS

IF7.3

2025-05-01

OAAI

Balasubramaniam, Thirunavukarasu; Mohotti, Wathsala Anupama; Sabir, Kenneth; Nayak, Richi

Pasture monitoring using remote sensing and machine learning: A review of methods and applications 使用遥感和机器学习进行牧场监测: 方法和应用综述

REMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT

IF4.5

2025-01-01

OAAI

Shahi, Tej Bahadur; Balasubramaniam, Thirunavukarasu; Sabir, Kenneth; Nayak, Richi

DeepWalk with Reinforcement Learning (DWRL) for node embedding

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-06-01

PREAI

Jeyaraj, Rathinaraja; Balasubramaniam, Thirunavukarasu; Balasubramaniam, Anandkumar; Paul, Anand

DCCNMF: Deep Complementary and Consensus Non-negative Matrix Factorization for multi-view clustering DCCNMF: 用于多视图聚类的深度互补和一致性非负矩阵分解

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-02-01

PREAI

Gunawardena, Sohan; Luong, Khanh; Balasubramaniam, Thirunavukarasu; Nayak, Richi

Multi-layer manifold learning for deep non-negative matrix factorization-based multi-view clustering

PATTERN RECOGNITION

IF7.6

2022-11-01

OAAI

Luong, Khanh; Nayak, Richi; Balasubramaniam, Thirunavukarasu; Bashar, Md Abul

Explainability of the COVID-19 epidemiological model with nonnegative tensor factorization 非负张量分解的新型冠状病毒肺炎流行病学模型的可解释性

INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS

IF2.8

2022-04-30

OAAI

Balasubramaniam, Thirunavukarasu; Warne, David J.; Nayak, Richi; Mengersen, Kerrie

Efficient Nonnegative Tensor Factorization via Saturating Coordinate Descent

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2020-05-30

OAAI

Balasubramaniam, Thirunavukarasu; Nayak, Richi; Yuen, Chau

研究方向