Pubudu N. Pathirana - Publications, H-index & Citations

Pubudu N. Pathirana

deakin university

40H指数

361论文数

1.0W被引数

收录论文 78

发表时间

A Dependency-Aware Task Stealing Framework for Mobile Crowd Computing 一种用于移动人群计算的依赖感知任务窃取框架

Future Internet

IF3.6

2026-03-03

OAAI

Sanjay Segu Nagesh; Niroshinie Fernando; Seng W. Loke; Azadeh Ghari Neiat; Pubudu N. Pathirana

Image encoded time series classification of small datasets: an innovative architecture using deep learning ensembles

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS

IF2.7

2025-03-01

PREAI

Indrasiri, Pubudu L.; Kashyap, Bipasha; Pathirana, Pubudu N.

Unification of probabilistic graph model and deep reinforcement learning (UPGMDRL) for multi-intersection traffic signal control 统一概率图模型和深度强化学习 (UPGMDRL) 的多交叉口交通信号控制

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-12-01

PREAI

Sattarzadeh, Ali Reza; Pathirana, Pubudu N.

Goal-Directed Rehabilitation Versus Standard Care for Individuals with Hereditary Cerebellar Ataxia: A Multicenter, Single-Blind, Randomized Controlled Superiority Trial

ANNALS OF NEUROLOGY

IF7.7

2024-11-09

PREAI

Milne, Sarah C.; Roberts, Melissa; Williams, Shannon; Chua, Jillian; Grootendorst, Alison C.; Agostinelli, Genevieve; Grobler, Anneke C.; Ross, Hannah L.; Robinson, Amy; Grove, Kristen; Modderman, Gabrielle; Price, Annabel; Thomson, Megan; Massey, Libby; Liang, Christina; Kumar, Kishore R.; Dalziel, Kim; Burns, Joshua; Sue, Carolyn M.; Pathirana, Pubudu N.; Horne, Malcolm; Gelfard, Nikki; Curd, Helen; Szmulewicz, David; Corben, Louise A.; Delatycki, Martin B.

Toward Privacy-Preserving Waste Classification in the Internet of Things 物联网中保护隐私的废物分类

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-07-15

PREAI

Quan, Minh K.; Nguyen, Dinh C.; Nguyen, Van-Dinh; Wijayasundara, Mayuri; Setunge, Sujeeva; Pathirana, Pubudu N.

FedXPro: Bayesian Inference for Mitigating Poisoning Attacks in IoT Federated Learning FedXPro: 用于减轻物联网联合学习中的中毒攻击的贝叶斯推理

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-04-01

PREAI

Indrasiri, Pubudu L.; Nguyen, Dinh C.; Kashyap, Bipasha; Pathirana, Pubudu N.; Eldar, Yonina C.

A novel hybrid deep learning model with ARIMA Conv-LSTM networks and shuffle attention layer for short-term traffic flow prediction 基于ARIMA conv-lstm网络和shuffle注意层的短期交通流预测混合深度学习模型

TRANSPORTMETRICA A-TRANSPORT SCIENCE

IF3.1

2023-07-26

OAAI

Sattarzadeh, Ali Reza; Kutadinata, Ronny J.; Pathirana, Pubudu N.; Huynh, Van Thanh

Cooperative Task Offloading and Block Mining in Blockchain-Based Edge Computing With Multi-Agent Deep Reinforcement Learning 基于多Agent深度强化学习的区块链边缘计算协同任务卸载和区块挖掘

IEEE TRANSACTIONS ON MOBILE COMPUTING

IF9.2

2023-04-01

OAAI

Nguyen, Dinh C.; Ding, Ming; Pathirana, Pubudu N.; Seneviratne, Aruna; Li, Jun; Poor, H. Vincent

Technological Evolution in the Instrumentation of Ataxia Severity Measurement

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Ngo, Thang; Pathirana, Pubudu N. N.; Horne, Malcolm K. K.; Corben, Louise A. A.; Harding, Ian H. H.; Szmulewicz, David J. J.

Latency Optimization for Blockchain-Empowered Federated Learning in Multi-Server Edge Computing 多服务器边缘计算中基于区块链的联邦学习延迟优化

IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

IF17.2

2022-12-01

OAAI

Nguyen, Dinh C.; Hosseinalipour, Seyyedali; Love, David J.; Pathirana, Pubudu N.; Brinton, Christopher G.

Intelligent Blockchain-Based Edge Computing via Deep Reinforcement Learning: Solutions and Challenges

IEEE NETWORK

IF6.3

2022-11-01

OAAI

Nguyen, Dinh C.; Nguyen, Van-Dinh; Ding, Ming; Chatzinotas, Symeon; Pathirana, Pubudu N.; Seneviratne, Aruna; Dobre, Octavia; Zomaya, Albert Y.

Federated Learning for COVID-19 Detection With Generative Adversarial Networks in Edge Cloud Computing

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2022-06-15

OAAI

Nguyen, Dinh C.; Ding, Ming; Pathirana, Pubudu N.; Seneviratne, Aruna; Zomaya, Albert Y.

A survey on blockchain for big data: Approaches, opportunities, and future directions

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2022-06-01

195

OAAI

Deepa, N.; Pham, Quoc-Viet; Nguyen, Dinh C.; Bhattacharya, Sweta; Prabadevi, B.; Fang, Fang; Pathirana, Pubudu N.; Gadekallu, Thippa Reddy; Maddikunta, Praveen Kumar Reddy

Federated Learning for Smart Healthcare: A Survey 智能医疗的联邦学习: 一项调查

ACM COMPUTING SURVEYS

IF28

2022-02-03

274

OAAI

Dinh C Nguyen; Quoc-Viet Pham; Pathirana, Pubudu N.; Ding, Ming; Seneviratne, Aruna; Lin, Zihuai; Dobre, Octavia; Hwang, Won-Joo

Blockchain for Edge of Things: Applications, Opportunities, and Challenges Blockchain for Edge of Things: 应用、机遇和挑战

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2022-01-15

OAAI

Gadekallu, Thippa Reddy; Pham, Quoc-Viet; Nguyen, Dinh C.; Maddikunta, Praveen Kumar Reddy; Deepa, N.; Prabadevi, B.; Pathirana, Pubudu N.; Zhao, Jun; Hwang, Won-Joo

6G Internet of Things: A Comprehensive Survey

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2022-01-01

545

OAAI

Nguyen, Dinh C.; Ding, Ming; Pathirana, Pubudu N.; Seneviratne, Aruna; Li, Jun; Niyato, Dusit; Dobre, Octavia; Poor, H. Vincent

Federated Learning for Industrial Internet of Things in Future Industries 面向未来行业的工业物联网联邦学习

IEEE WIRELESS COMMUNICATIONS

IF11.5

2021-12-01

OAAI